From 9532f9650768e87aa063528fc89ee6c7fe9dd63b Mon Sep 17 00:00:00 2001 From: liurui Date: Fri, 22 Nov 2024 13:26:10 +0800 Subject: [PATCH] =?UTF-8?q?=E5=8E=9F=E6=B2=B9=E7=BB=98=E5=9B=BE=E6=AF=94?= =?UTF-8?q?=E4=BE=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- config_jingbo.py | 80 +- lib/dataread.py | 7 +- logs/pricepredict.log.1 | 5865 ---------- logs/pricepredict.log.5 | 20042 ++++++++++++++++----------------- main_yuanyou.py | 17 +- models/nerulforcastmodels.py | 40 +- 6 files changed, 9571 insertions(+), 16480 deletions(-) delete mode 100644 logs/pricepredict.log.1 diff --git a/config_jingbo.py b/config_jingbo.py index 07e0f51..36f2c0a 100644 --- a/config_jingbo.py +++ b/config_jingbo.py @@ -132,49 +132,49 @@ warning_data = { # # 变量定义--测试环境 -login_pushreport_url = "http://192.168.100.53:8080/jingbo-dev/api/server/login" -upload_url = "http://192.168.100.53:8080/jingbo-dev/api/analysis/reportInfo/researchUploadReportSave" -# upload_url = "http://192.168.100.109:8080/jingbo/api/analysis/reportInfo/researchUploadReportSave" # zhaoqiwei -upload_warning_url = "http://192.168.100.53:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/save" +# login_pushreport_url = "http://192.168.100.53:8080/jingbo-dev/api/server/login" +# upload_url = "http://192.168.100.53:8080/jingbo-dev/api/analysis/reportInfo/researchUploadReportSave" +# # upload_url = "http://192.168.100.109:8080/jingbo/api/analysis/reportInfo/researchUploadReportSave" # zhaoqiwei +# upload_warning_url = "http://192.168.100.53:8080/jingbo-dev/api/basicBuiness/crudeOilWarning/save" -login_data = { - "data": { - "account": "api_test", - # "password": "MmVmNzNlOWI0MmY0ZDdjZGUwNzE3ZjFiMDJiZDZjZWU=", # Shihua@123456 - "password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=", # 123456 - "tenantHashCode": "8a4577dbd919675758d57999a1e891fe", - "terminal": "API" - }, - "funcModule": "API", - "funcOperation": "获取token" -} +# login_data = { +# "data": { +# "account": "api_test", +# # "password": "MmVmNzNlOWI0MmY0ZDdjZGUwNzE3ZjFiMDJiZDZjZWU=", # Shihua@123456 +# "password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=", # 123456 +# "tenantHashCode": "8a4577dbd919675758d57999a1e891fe", +# "terminal": "API" +# }, +# "funcModule": "API", +# "funcOperation": "获取token" +# } -upload_data = { - "funcModule":'研究报告信息', - "funcOperation":'上传原油价格预测报告', - "data":{ - "ownerAccount":'arui', #报告所属用户账号 - "reportType":'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST - "fileName": '2000-40-5-50--100-原油指标数据.xlsx-Brent活跃合约--2024-09-06-15-01-29-预测报告.pdf', #文件名称 - "fileBase64": '' ,#文件内容base64 - "categoryNo":'yyjgycbg', # 研究报告分类编码 - "smartBusinessClassCode":'YCJGYCBG', #分析报告分类编码 - "reportEmployeeCode":"E40116", # 报告人 - "reportDeptCode" :"D0044" ,# 报告部门 - "productGroupCode":"RAW_MATERIAL" # 商品分类 - } -} +# upload_data = { +# "funcModule":'研究报告信息', +# "funcOperation":'上传原油价格预测报告', +# "data":{ +# "ownerAccount":'arui', #报告所属用户账号 +# "reportType":'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST +# "fileName": '2000-40-5-50--100-原油指标数据.xlsx-Brent活跃合约--2024-09-06-15-01-29-预测报告.pdf', #文件名称 +# "fileBase64": '' ,#文件内容base64 +# "categoryNo":'yyjgycbg', # 研究报告分类编码 +# "smartBusinessClassCode":'YCJGYCBG', #分析报告分类编码 +# "reportEmployeeCode":"E40116", # 报告人 +# "reportDeptCode" :"D0044" ,# 报告部门 +# "productGroupCode":"RAW_MATERIAL" # 商品分类 +# } +# } -warning_data = { - "funcModule":'原油特征停更预警', - "funcOperation":'原油特征停更预警', - "data":{ - 'WARNING_TYPE_NAME':'特征数据停更预警', - 'WARNING_CONTENT':'', - 'WARNING_DATE':'' - } -} +# warning_data = { +# "funcModule":'原油特征停更预警', +# "funcOperation":'原油特征停更预警', +# "data":{ +# 'WARNING_TYPE_NAME':'特征数据停更预警', +# 'WARNING_CONTENT':'', +# 'WARNING_DATE':'' +# } +# } ### 线上开关 # is_train = True # 是否训练 @@ -223,7 +223,7 @@ val_size = test_size # 验证集大小,同测试集大小 ### 特征筛选用到的参数 k = 100 # 特征筛选数量，如果是0或者值比特征数量大，代表全部特征 - +rote = 0.06 ### 文件 data_set = '原油指标数据.xlsx' # 数据集文件 diff --git a/lib/dataread.py b/lib/dataread.py index 6599e00..d9b8627 100644 --- a/lib/dataread.py +++ b/lib/dataread.py @@ -1,6 +1,3 @@ -from config_jingbo import * -# from config_juxiting import * - # 导入模块 import pandas as pd @@ -43,6 +40,10 @@ pdfmetrics.registerFont(TTFont('SimSun', 'SimSun.ttf')) plt.rcParams['font.sans-serif'] = ['SimHei'] # 用来正常显示中文标签 plt.rcParams['axes.unicode_minus'] = False # 用来正常显示负号 +from config_jingbo import * + + + # 定义函数 def loadcsv(filename): # 读取csv文件 diff --git a/logs/pricepredict.log.1 b/logs/pricepredict.log.1 deleted file mode 100644 index 6167ce1..0000000 --- a/logs/pricepredict.log.1 +++ /dev/null @@ -1,5865 +0,0 @@ -2024-11-19 14:54:45,075 - my_logger - INFO - ָ ڻ̼ۣԾԭ -2024-11-19 14:54:45,086 - my_logger - INFO - ָ SCԭڻ۸ -2024-11-19 14:54:45,086 - my_logger - INFO - ָ SCԭڻ۸ -2024-11-19 14:54:45,087 - my_logger - INFO - ָ WTI1Լ۸ -2024-11-19 14:54:45,087 - my_logger - INFO - ָ WTI1Լ۸ -2024-11-19 14:54:45,088 - 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INFO - ָ ڻ:INEԭ::͹ʴ-ϰԭ -2024-11-19 14:54:45,329 - my_logger - INFO - ָ ڻ:INEԭ::͹ʴ-ԭ -2024-11-19 14:54:45,329 - my_logger - INFO - ָ ڻ:INEԭ::͹ʴ-ԭ -2024-11-19 14:54:45,330 - my_logger - INFO - ָ ڻ:INEԭ::͹ʴ-ʿ(I ) -2024-11-19 14:54:45,330 - my_logger - INFO - ָ ڻ:INEԭ::͹ʴ-ʿ(I ) -2024-11-19 14:54:45,331 - my_logger - INFO - ָ ڻ:INEԭ::͹ʴ-ķԭ -2024-11-19 14:54:45,331 - my_logger - INFO - ָ ڻ:INEԭ::͹ʴ-ķԭ -2024-11-19 14:54:45,331 - my_logger - INFO - ָ ڻ:INEԭ::͹ʴ-ʿ -2024-11-19 14:54:45,331 - my_logger - INFO - ָ ڻ:INEԭ::͹ʴ-ʿ -2024-11-19 14:54:45,333 - my_logger - INFO - ָ ڻ:INEԭ::ʹ-ʿ(I ) -2024-11-19 14:54:45,333 - my_logger - INFO - ָ ڻ:INEԭ::ʹ-ʿ(I ) -2024-11-19 14:54:45,334 - my_logger - INFO - ָ ڻ:INEԭ::ʹ-ԭ -2024-11-19 14:54:45,334 - my_logger - INFO - ָ ڻ:INEԭ::ʹ-ԭ -2024-11-19 14:54:45,335 - my_logger - INFO - ָ ڻ:INEԭ::ʹ-ķԭ -2024-11-19 14:54:45,335 - my_logger - INFO - ָ ڻ:INEԭ::ʹ-ķԭ -2024-11-19 14:54:45,335 - my_logger - INFO - ָ ڻ:INEԭ::ʹ-ʿ -2024-11-19 14:54:45,335 - my_logger - INFO - ָ ڻ:INEԭ::ʹ-ʿ -2024-11-19 14:54:45,336 - my_logger - INFO - ָ ڻ:INEԭ::Ʒ-ʿ -2024-11-19 14:54:45,336 - my_logger - INFO - ָ ڻ:INEԭ::Ʒ-ʿ -2024-11-19 14:54:45,337 - my_logger - INFO - ָ Oman c1 * -2024-11-19 14:54:45,337 - my_logger - INFO - ָ Oman c1 * -2024-11-19 14:54:45,338 - my_logger - INFO - ָ SC c2-Oman c1* -2024-11-19 14:54:45,338 - my_logger - INFO - ָ SC c2-Oman c1* -2024-11-19 14:54:45,339 - my_logger - INFO - ָ SC c3-Oman c1* -2024-11-19 14:54:45,339 - my_logger - INFO - ָ SC c3-Oman c1* -2024-11-19 14:54:45,340 - my_logger - INFO - ָ INE SCԼ۸ -2024-11-19 14:54:45,340 - my_logger - INFO - ָ INE SCԼ۸ -2024-11-19 14:54:45,341 - my_logger - INFO - ָ SC-Brent* -2024-11-19 14:54:45,341 - my_logger - INFO - ָ SC-Brent* -2024-11-19 14:54:45,342 - my_logger - INFO - ָ Brent* -2024-11-19 14:54:45,342 - my_logger - INFO - ָ Brent* -2024-11-19 14:54:45,343 - my_logger - INFO - ָ SC c1-Brent c1(15:00)* -2024-11-19 14:54:45,343 - my_logger - INFO - ָ SC c1-Brent c1(15:00)* -2024-11-19 14:54:45,344 - my_logger - INFO - ָ SC c2-Brent c1(15:00)* -2024-11-19 14:54:45,344 - my_logger - INFO - ָ SC c2-Brent c1(15:00)* -2024-11-19 14:54:45,345 - my_logger - INFO - ָ SC c2-Brent c2(15:00)* -2024-11-19 14:54:45,345 - my_logger - INFO - ָ SC c2-Brent c2(15:00)* -2024-11-19 14:54:45,346 - my_logger - INFO - ָ EFS c1-c2 -2024-11-19 14:54:45,346 - my_logger - INFO - ָ EFS c1-c2 -2024-11-19 14:54:45,347 - my_logger - INFO - ָ TD3C ˷ c1-c2 -2024-11-19 14:54:45,347 - my_logger - INFO - ָ TD3C ˷ c1-c2 -2024-11-19 14:54:45,347 - my_logger - INFO - ָ SC۹ֵ-Dubaiԭ -2024-11-19 14:54:45,347 - my_logger - INFO - ָ SC۹ֵ-Dubaiԭ -2024-11-19 14:54:45,348 - my_logger - INFO - ָ SC c1ҹ-۹ֵ(Dubai) -2024-11-19 14:54:45,348 - my_logger - INFO - ָ SC c1ҹ-۹ֵ(Dubai) -2024-11-19 14:54:45,349 - my_logger - INFO - ָ SC c2ҹ-۹ֵ(Dubai) -2024-11-19 14:54:45,349 - my_logger - INFO - ָ SC c2ҹ-۹ֵ(Dubai) -2024-11-19 14:54:45,350 - my_logger - INFO - ָ SC c3ҹ-۹ֵ(Dubai) -2024-11-19 14:54:45,350 - my_logger - INFO - ָ SC c3ҹ-۹ֵ(Dubai) -2024-11-19 14:54:45,351 - my_logger - INFO - ָ DFL M1 -2024-11-19 14:54:45,351 - my_logger - INFO - ָ DFL M1 -2024-11-19 14:54:45,351 - my_logger - INFO - ָ DFL M2 -2024-11-19 14:54:45,351 - my_logger - INFO - ָ DFL M2 -2024-11-19 14:54:45,352 - my_logger - INFO - ָ CFD W1-Brent c1 -2024-11-19 14:54:45,352 - my_logger - INFO - ָ CFD W1-Brent c1 -2024-11-19 14:54:45,353 - my_logger - INFO - ָ SC c1-c2/7DMA -2024-11-19 14:54:45,353 - my_logger - INFO - ָ SC c1-c2/7DMA -2024-11-19 14:54:45,354 - my_logger - INFO - ָ SC-۹ֵ -2024-11-19 14:54:45,354 - my_logger - INFO - ָ SC-۹ֵ -2024-11-19 14:54:45,355 - my_logger - INFO - ָ Ѳ-Ѳ -2024-11-19 14:54:45,355 - my_logger - INFO - ָ Ѳ-Ѳ -2024-11-19 14:54:45,356 - my_logger - INFO - ָ B00.IPE -2024-11-19 14:54:45,356 - my_logger - INFO - ָ B00.IPE -2024-11-19 14:54:45,357 - my_logger - INFO - ָ B02.IPE -2024-11-19 14:54:45,357 - my_logger - INFO - ָ B02.IPE -2024-11-19 14:54:45,357 - my_logger - INFO - ָ Brent c1-c2 () -2024-11-19 14:54:45,357 - my_logger - INFO - ָ Brent c1-c2 () -2024-11-19 14:54:45,358 - my_logger - INFO - ָ SC c1ҹ-Brent c1 ()* -2024-11-19 14:54:45,358 - my_logger - INFO - ָ SC c1ҹ-Brent c1 ()* -2024-11-19 14:54:45,359 - my_logger - INFO - ָ SC c2ҹ-Brent c1 ()* -2024-11-19 14:54:45,359 - my_logger - INFO - ָ SC c2ҹ-Brent c1 ()* -2024-11-19 14:54:45,360 - my_logger - INFO - ָ SC c2ҹ-Brent c2 ()* -2024-11-19 14:54:45,360 - my_logger - INFO - ָ SC c2ҹ-Brent c2 ()* -2024-11-19 14:54:45,361 - my_logger - INFO - ָ SC c2-c3 (ҹ) -2024-11-19 14:54:45,361 - my_logger - INFO - ָ SC c2-c3 (ҹ) -2024-11-19 14:54:45,362 - my_logger - INFO - ָ B03.IPE -2024-11-19 14:54:45,362 - my_logger - INFO - ָ B03.IPE -2024-11-19 14:54:45,362 - my_logger - INFO - ָ B04.IPE -2024-11-19 14:54:45,362 - my_logger - INFO - ָ B04.IPE -2024-11-19 14:54:45,364 - my_logger - INFO - ָ B05.IPE -2024-11-19 14:54:45,364 - my_logger - INFO - ָ B05.IPE -2024-11-19 14:54:45,365 - my_logger - INFO - ָ B06.IPE -2024-11-19 14:54:45,365 - my_logger - INFO - ָ B06.IPE -2024-11-19 14:54:45,366 - my_logger - INFO - ָ Brent c2-c3 () -2024-11-19 14:54:45,366 - my_logger - INFO - ָ Brent c2-c3 () -2024-11-19 14:54:45,367 - my_logger - INFO - ָ WTI c2-c3 -2024-11-19 14:54:45,367 - my_logger - INFO - ָ WTI c2-c3 -2024-11-19 14:54:45,367 - my_logger - INFO - ָ Brent c2-c3 -2024-11-19 14:54:45,367 - my_logger - INFO - ָ Brent c2-c3 -2024-11-19 14:54:45,368 - my_logger - INFO - ָ SCc1ҹ(ڵ) -2024-11-19 14:54:45,368 - my_logger - INFO - ָ SCc1ҹ(ڵ) -2024-11-19 14:54:45,369 - my_logger - INFO - ָ SCc2ҹ(ڵ) -2024-11-19 14:54:45,369 - my_logger - INFO - ָ SCc2ҹ(ڵ) -2024-11-19 14:54:45,370 - my_logger - INFO - ָ SCc3ҹ(ڵ) -2024-11-19 14:54:45,370 - my_logger - INFO - ָ SCc3ҹ(ڵ) -2024-11-19 14:54:45,371 - my_logger - INFO - ָ SCc4ҹ(ڵ) -2024-11-19 14:54:45,371 - my_logger - INFO - ָ SCc4ҹ(ڵ) -2024-11-19 14:54:45,372 - my_logger - INFO - ָ SC c1ҹ-Brent c1 (B)* -2024-11-19 14:54:45,372 - my_logger - INFO - ָ SC c1ҹ-Brent c1 (B)* -2024-11-19 14:54:45,373 - my_logger - INFO - ָ SC c2ҹ-Brent c1 (B)* -2024-11-19 14:54:45,373 - my_logger - INFO - ָ SC c2ҹ-Brent c1 (B)* -2024-11-19 14:54:45,373 - my_logger - INFO - ָ SC c2ҹ-Brent c2 (B)* -2024-11-19 14:54:45,373 - my_logger - INFO - ָ SC c2ҹ-Brent c2 (B)* -2024-11-19 14:54:45,375 - my_logger - INFO - ָ Brent c1-c2 (B) -2024-11-19 14:54:45,375 - my_logger - INFO - ָ Brent c1-c2 (B) -2024-11-19 14:54:45,375 - my_logger - INFO - ָ Brent c2-c3 (B) -2024-11-19 14:54:45,375 - my_logger - INFO - ָ Brent c2-c3 (B) -2024-11-19 14:54:45,376 - my_logger - INFO - ָ WTI c1-c2 (B) -2024-11-19 14:54:45,376 - my_logger - INFO - ָ WTI c1-c2 (B) -2024-11-19 14:54:45,377 - my_logger - INFO - ָ WTI c2-c3 (B) -2024-11-19 14:54:45,377 - my_logger - INFO - ָ WTI c2-c3 (B) -2024-11-19 14:54:45,378 - my_logger - INFO - ָ DME Oman c1 02:30̼Ԥ -2024-11-19 14:54:45,378 - my_logger - INFO - ָ DME Oman c1 02:30̼Ԥ -2024-11-19 14:54:45,379 - my_logger - INFO - ָ DME Oman c2 02:30̼Ԥ -2024-11-19 14:54:45,379 - my_logger - INFO - ָ DME Oman c2 02:30̼Ԥ -2024-11-19 14:54:45,379 - my_logger - INFO - ָ ԭ (տ) ɱ(Oman c1Ԥ) -2024-11-19 14:54:45,379 - my_logger - INFO - ָ ԭ (տ) ɱ(Oman c1Ԥ) -2024-11-19 14:54:45,380 - my_logger - INFO - ָ SC c2ҹ-տɱ(Oman c1Ԥ) -2024-11-19 14:54:45,380 - my_logger - INFO - ָ SC c2ҹ-տɱ(Oman c1Ԥ) -2024-11-19 14:54:45,381 - my_logger - INFO - ָ SC c3ҹ-տɱ(Oman c1Ԥ) -2024-11-19 14:54:45,381 - my_logger - INFO - ָ SC c3ҹ-տɱ(Oman c1Ԥ) -2024-11-19 14:54:45,382 - my_logger - INFO - ָ EFS c2 15:00̼ -2024-11-19 14:54:45,382 - my_logger - INFO - ָ EFS c2 15:00̼ -2024-11-19 14:54:45,383 - my_logger - INFO - ָ Brent c1 15:00̼ -2024-11-19 14:54:45,383 - my_logger - INFO - ָ Brent c1 15:00̼ -2024-11-19 14:54:45,383 - my_logger - INFO - ָ EFS c1 15:00̼ -2024-11-19 14:54:45,383 - my_logger - INFO - ָ EFS c1 15:00̼ -2024-11-19 14:54:45,384 - my_logger - INFO - ָ Brent c2 15:00̼ -2024-11-19 14:54:45,384 - my_logger - INFO - ָ Brent c2 15:00̼ -2024-11-19 14:54:45,385 - my_logger - INFO - ָ Brent1Լ۸/12DMA -2024-11-19 14:54:45,385 - my_logger - INFO - ָ Brent1Լ۸/12DMA -2024-11-19 14:57:17,603 - my_logger - INFO - etaȡ... -2024-11-19 14:57:17,603 - my_logger - INFO - etaȡ... -2024-11-19 14:58:02,239 - my_logger - INFO - ָ PEͷPPͷ -2024-11-19 14:58:02,239 - my_logger - INFO - ָ PEͷPPͷ -2024-11-19 14:58:02,240 - my_logger - INFO - ָ PP2409ǰ20൥ -2024-11-19 14:58:02,240 - my_logger - INFO - ָ PP2409ǰ20൥ -2024-11-19 14:58:02,241 - my_logger - INFO - ָ PP2409ǰ20յ -2024-11-19 14:58:02,241 - my_logger - INFO - ָ PP2409ǰ20յ -2024-11-19 14:58:23,948 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] -2024-11-19 14:58:23,948 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] -2024-11-19 14:58:23,949 - my_logger - INFO - lmcads03 lme comdty -2024-11-19 14:58:23,949 - my_logger - INFO - lmcads03 lme comdty -2024-11-19 14:58:24,341 - my_logger - INFO - GC1 COMB Comdty -2024-11-19 14:58:24,341 - my_logger - INFO - GC1 COMB Comdty -2024-11-19 14:58:24,974 - my_logger - INFO - C2404171822 -2024-11-19 14:58:24,974 - my_logger - INFO - C2404171822 -2024-11-19 14:58:25,813 - my_logger - INFO - dxy curncy -2024-11-19 14:58:25,813 - my_logger - INFO - dxy curncy -2024-11-19 14:58:26,419 - my_logger - INFO - S5443199 -2024-11-19 14:58:26,419 - my_logger - INFO - S5443199 -2024-11-19 14:58:26,746 - my_logger - INFO - S5479800 -2024-11-19 14:58:26,746 - my_logger - INFO - S5479800 -2024-11-19 14:58:27,028 - my_logger - INFO - S5443108 -2024-11-19 14:58:27,028 - my_logger - INFO - S5443108 -2024-11-19 14:58:27,362 - my_logger - INFO - H7358586 -2024-11-19 14:58:27,362 - my_logger - INFO - H7358586 -2024-11-19 14:58:27,554 - my_logger - INFO - LC3FM1 INDEX -2024-11-19 14:58:27,554 - my_logger - INFO - LC3FM1 INDEX -2024-11-19 14:58:27,839 - my_logger - INFO - CNY REGN Curncy -2024-11-19 14:58:27,839 - my_logger - INFO - CNY REGN Curncy -2024-11-19 14:58:28,740 - my_logger - INFO - s0105897 -2024-11-19 14:58:28,740 - my_logger - INFO - s0105897 -2024-11-19 14:58:29,213 - my_logger - INFO - M0067419 -2024-11-19 14:58:29,213 - my_logger - INFO - M0067419 -2024-11-19 14:58:29,626 - my_logger - INFO - M0066351 -2024-11-19 14:58:29,626 - my_logger - INFO - M0066351 -2024-11-19 14:58:30,025 - my_logger - INFO - S0266372 -2024-11-19 14:58:30,025 - my_logger - INFO - S0266372 -2024-11-19 14:58:30,363 - my_logger - INFO - S0266438 -2024-11-19 14:58:30,363 - my_logger - INFO - S0266438 -2024-11-19 14:58:30,707 - my_logger - INFO - S0266506 -2024-11-19 14:58:30,707 - my_logger - INFO - S0266506 -2024-11-19 14:58:31,055 - my_logger - INFO - date PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ۱ϩ̼ۣ ... PVCڻ PEڻ̼ PP-1 PP-5 PP-9 -6821 2024-11-19 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -950 2024-11-18 NaN NaN NaN NaN ... 5284.0 NaN NaN NaN NaN -6555 2024-11-17 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -6556 2024-11-16 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -951 2024-11-15 NaN NaN NaN NaN ... 5282.0 NaN NaN NaN NaN - -[5 rows x 357 columns] -2024-11-19 14:58:31,055 - my_logger - INFO - date PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ۱ϩ̼ۣ ... PVCڻ PEڻ̼ PP-1 PP-5 PP-9 -6821 2024-11-19 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -950 2024-11-18 NaN NaN NaN NaN ... 5284.0 NaN NaN NaN NaN -6555 2024-11-17 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -6556 2024-11-16 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -951 2024-11-15 NaN NaN NaN NaN ... 5282.0 NaN NaN NaN NaN - -[5 rows x 357 columns] -2024-11-19 14:59:27,627 - my_logger - INFO - ɾ²ǰ(2515, 354) -2024-11-19 14:59:27,627 - my_logger - INFO - ɾ²ǰ(2515, 354) -2024-11-19 14:59:28,026 - my_logger - INFO - ɾ²(2515, 315) -2024-11-19 14:59:28,026 - my_logger - INFO - ɾ²(2515, 315) -2024-11-19 14:59:28,029 - my_logger - INFO - ɾԤΪֵк(771, 315) -2024-11-19 14:59:28,029 - my_logger - INFO - ɾԤΪֵк(771, 315) -2024-11-19 14:59:28,031 - my_logger - INFO - ɾȫΪֵк(771, 315) -2024-11-19 14:59:28,031 - my_logger - INFO - ɾȫΪֵк(771, 315) -2024-11-19 14:59:29,823 - my_logger - INFO - ն(220) ܶ(93) 84(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -215 PEڻ̼ -216 PP-1 -217 PP-5 -218 PP-9 -219 y - -[220 rows x 3 columns] -2024-11-19 14:59:29,823 - my_logger - INFO - ն(220) ܶ(93) 84(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -215 PEڻ̼ -216 PP-1 -217 PP-5 -218 PP-9 -219 y - -[220 rows x 3 columns] -2024-11-19 14:59:29,846 - my_logger - INFO - Ϣܹ312,ն(220),ܶ(93),84(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-19 14:59:29,846 - my_logger - INFO - Ϣܹ312,ն(220),ܶ(93),84(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-19 14:59:29,848 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-19 14:59:29,848 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-19 14:59:30,474 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '7363.333333333333' WHERE ds = '2024-11-18 00:00:00' -2024-11-19 14:59:30,474 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '7363.333333333333' WHERE ds = '2024-11-18 00:00:00' -2024-11-19 14:59:30,485 - my_logger - INFO - ʼѵģ... -2024-11-19 14:59:30,485 - my_logger - INFO - ʼѵģ... -2024-11-19 14:59:30,496 - my_logger - INFO - Training set head: -2024-11-19 14:59:30,496 - my_logger - INFO - Training set head: -2024-11-19 14:59:30,497 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ... is_quarter_end is_year_start is_year_end unique_id -738 2021-10-19 -165.5689 57.0 -93.0 ... 0.0 0.0 0.0 1 -737 2021-10-20 -165.5689 198.0 48.0 ... 0.0 0.0 0.0 1 -736 2021-10-21 -165.5689 215.0 -75.0 ... 0.0 0.0 0.0 1 -735 2021-10-22 -165.5689 177.0 -63.0 ... 0.0 0.0 0.0 1 -734 2021-10-25 -165.5689 298.0 -2.0 ... 0.0 0.0 0.0 1 - -[5 rows x 330 columns] -2024-11-19 14:59:30,497 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ... is_quarter_end is_year_start is_year_end unique_id -738 2021-10-19 -165.5689 57.0 -93.0 ... 0.0 0.0 0.0 1 -737 2021-10-20 -165.5689 198.0 48.0 ... 0.0 0.0 0.0 1 -736 2021-10-21 -165.5689 215.0 -75.0 ... 0.0 0.0 0.0 1 -735 2021-10-22 -165.5689 177.0 -63.0 ... 0.0 0.0 0.0 1 -734 2021-10-25 -165.5689 298.0 -2.0 ... 0.0 0.0 0.0 1 - -[5 rows x 330 columns] -2024-11-19 14:59:31,039 - my_logger - INFO - -Testing set head: -2024-11-19 14:59:31,039 - my_logger - INFO - -Testing set head: -2024-11-19 14:59:31,040 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ... is_quarter_end is_year_start is_year_end unique_id -588 2022-06-01 621.7030 22.0 -178.0 ... 0.0 0.0 0.0 1 -587 2022-06-02 552.9803 40.0 -160.0 ... 0.0 0.0 0.0 1 -586 2022-06-06 603.3724 74.0 -96.0 ... 0.0 0.0 0.0 1 -585 2022-06-07 637.3217 65.0 -105.0 ... 0.0 0.0 0.0 1 -584 2022-06-08 688.8880 -25.0 -165.0 ... 0.0 0.0 0.0 1 - -[5 rows x 330 columns] -2024-11-19 14:59:31,040 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ... is_quarter_end is_year_start is_year_end unique_id -588 2022-06-01 621.7030 22.0 -178.0 ... 0.0 0.0 0.0 1 -587 2022-06-02 552.9803 40.0 -160.0 ... 0.0 0.0 0.0 1 -586 2022-06-06 603.3724 74.0 -96.0 ... 0.0 0.0 0.0 1 -585 2022-06-07 637.3217 65.0 -105.0 ... 0.0 0.0 0.0 1 -584 2022-06-08 688.8880 -25.0 -165.0 ... 0.0 0.0 0.0 1 - -[5 rows x 330 columns] -2024-11-19 15:07:12,894 - my_logger - INFO - ģѵ -2024-11-19 15:07:12,894 - my_logger - INFO - ģѵ -2024-11-19 15:07:12,903 - my_logger - INFO - ѵݻͼing -2024-11-19 15:07:12,903 - my_logger - INFO - ѵݻͼing -2024-11-19 15:07:18,511 - my_logger - INFO - ѵݻͼend -2024-11-19 15:07:18,511 - my_logger - INFO - ѵݻͼend -2024-11-19 15:07:18,513 - my_logger - INFO - ing -2024-11-19 15:07:18,513 - my_logger - INFO - ing -2024-11-19 15:07:18,700 - my_logger - INFO - ʼƼ۲ֱָͼ -2024-11-19 15:07:18,700 - my_logger - INFO - ʼƼ۲ֱָͼ -2024-11-19 15:07:20,443 - my_logger - INFO - ۲ָܺΪ11.045084254496823 -2024-11-19 15:07:20,443 - my_logger - INFO - ۲ָܺΪ11.045084254496823 -2024-11-19 15:07:20,445 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-19 15:07:20,445 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-19 15:07:22,200 - my_logger - INFO - ۸ָܺΪ91.9826336555467 -2024-11-19 15:07:22,200 - my_logger - INFO - ۸ָܺΪ91.9826336555467 -2024-11-19 15:07:22,202 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-19 15:07:22,202 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-19 15:07:23,894 - my_logger - INFO - ӦָܺΪ19.676577761750373 -2024-11-19 15:07:23,894 - my_logger - INFO - ӦָܺΪ19.676577761750373 -2024-11-19 15:07:23,895 - my_logger - INFO - ʼֱָͼ -2024-11-19 15:07:23,895 - my_logger - INFO - ʼֱָͼ -2024-11-19 15:07:25,555 - my_logger - INFO - ָܺΪ12.061155519572203 -2024-11-19 15:07:25,555 - my_logger - INFO - ָܺΪ12.061155519572203 -2024-11-19 15:07:25,557 - my_logger - INFO - ʼƿֱָͼ -2024-11-19 15:07:25,557 - my_logger - INFO - ʼƿֱָͼ -2024-11-19 15:07:37,811 - my_logger - INFO - ָܺΪ11.265124823866078 -2024-11-19 15:07:37,811 - my_logger - INFO - ָܺΪ11.265124823866078 -2024-11-19 15:07:37,813 - my_logger - INFO - ʼƽֱָͼ -2024-11-19 15:07:37,813 - my_logger - INFO - ʼƽֱָͼ -2024-11-19 15:07:38,291 - my_logger - INFO - ָܺΪ1.621285695326623 -2024-11-19 15:07:38,291 - my_logger - INFO - ָܺΪ1.621285695326623 -2024-11-19 15:07:38,292 - my_logger - INFO - ʼֱָͼ -2024-11-19 15:07:38,292 - my_logger - INFO - ʼֱָͼ -2024-11-19 15:07:39,498 - my_logger - INFO - ָܺΪ6.76636659497056 -2024-11-19 15:07:39,498 - my_logger - INFO - ָܺΪ6.76636659497056 -2024-11-19 15:07:39,500 - my_logger - INFO - ʼܺ͵ͼ -2024-11-19 15:07:39,500 - my_logger - INFO - ʼܺ͵ͼ -2024-11-19 15:07:39,804 - my_logger - INFO - ܺ͵ͼ -2024-11-19 15:07:39,804 - my_logger - INFO - ܺ͵ͼ -2024-11-19 15:07:42,813 - my_logger - INFO - end -2024-11-19 15:07:42,813 - my_logger - INFO - end -2024-11-19 15:07:42,814 - my_logger - INFO - ģѵ -2024-11-19 15:07:42,814 - my_logger - INFO - ģѵ -2024-11-19 15:45:55,697 - my_logger - INFO - etaȡ... -2024-11-19 15:45:55,697 - my_logger - INFO - etaȡ... -2024-11-19 15:50:14,541 - my_logger - INFO - etaȡ... -2024-11-19 15:50:14,541 - my_logger - INFO - etaȡ... -2024-11-19 15:51:02,372 - my_logger - INFO - ָ PEͷPPͷ -2024-11-19 15:51:02,372 - my_logger - INFO - ָ PEͷPPͷ -2024-11-19 15:51:02,373 - my_logger - INFO - ָ PP2409ǰ20൥ -2024-11-19 15:51:02,373 - my_logger - INFO - ָ PP2409ǰ20൥ -2024-11-19 15:51:02,374 - my_logger - INFO - ָ PP2409ǰ20յ -2024-11-19 15:51:02,374 - my_logger - INFO - ָ PP2409ǰ20յ -2024-11-19 15:51:24,756 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] -2024-11-19 15:51:24,756 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] -2024-11-19 15:51:24,757 - my_logger - INFO - lmcads03 lme comdty -2024-11-19 15:51:24,757 - my_logger - INFO - lmcads03 lme comdty -2024-11-19 15:51:25,159 - my_logger - INFO - GC1 COMB Comdty -2024-11-19 15:51:25,159 - my_logger - INFO - GC1 COMB Comdty -2024-11-19 15:51:25,807 - my_logger - INFO - C2404171822 -2024-11-19 15:51:25,807 - my_logger - INFO - C2404171822 -2024-11-19 15:51:26,551 - my_logger - INFO - dxy curncy -2024-11-19 15:51:26,551 - my_logger - INFO - dxy curncy -2024-11-19 15:51:27,196 - my_logger - INFO - S5443199 -2024-11-19 15:51:27,196 - my_logger - INFO - S5443199 -2024-11-19 15:51:27,520 - my_logger - INFO - S5479800 -2024-11-19 15:51:27,520 - my_logger - INFO - S5479800 -2024-11-19 15:51:27,808 - my_logger - INFO - S5443108 -2024-11-19 15:51:27,808 - my_logger - INFO - S5443108 -2024-11-19 15:51:28,161 - my_logger - INFO - H7358586 -2024-11-19 15:51:28,161 - my_logger - INFO - H7358586 -2024-11-19 15:51:28,355 - my_logger - INFO - LC3FM1 INDEX -2024-11-19 15:51:28,355 - my_logger - INFO - LC3FM1 INDEX -2024-11-19 15:51:28,658 - my_logger - INFO - CNY REGN Curncy -2024-11-19 15:51:28,658 - my_logger - INFO - CNY REGN Curncy -2024-11-19 15:51:29,636 - my_logger - INFO - s0105897 -2024-11-19 15:51:29,636 - my_logger - INFO - s0105897 -2024-11-19 15:51:30,099 - my_logger - INFO - M0067419 -2024-11-19 15:51:30,099 - my_logger - INFO - M0067419 -2024-11-19 15:51:30,566 - my_logger - INFO - M0066351 -2024-11-19 15:51:30,566 - my_logger - INFO - M0066351 -2024-11-19 15:51:31,003 - my_logger - INFO - S0266372 -2024-11-19 15:51:31,003 - my_logger - INFO - S0266372 -2024-11-19 15:51:31,331 - my_logger - INFO - S0266438 -2024-11-19 15:51:31,331 - my_logger - INFO - S0266438 -2024-11-19 15:51:31,633 - my_logger - INFO - S0266506 -2024-11-19 15:51:31,633 - my_logger - INFO - S0266506 -2024-11-19 15:51:32,006 - my_logger - INFO - date PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ۱ϩ̼ۣ ... PVCڻ PEڻ̼ PP-1 PP-5 PP-9 -6821 2024-11-19 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -950 2024-11-18 NaN NaN NaN NaN ... 5284.0 NaN NaN NaN NaN -6555 2024-11-17 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -6556 2024-11-16 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -951 2024-11-15 NaN NaN NaN NaN ... 5282.0 NaN NaN NaN NaN - -[5 rows x 357 columns] -2024-11-19 15:51:32,006 - my_logger - INFO - date PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ۱ϩ̼ۣ ... PVCڻ PEڻ̼ PP-1 PP-5 PP-9 -6821 2024-11-19 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -950 2024-11-18 NaN NaN NaN NaN ... 5284.0 NaN NaN NaN NaN -6555 2024-11-17 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -6556 2024-11-16 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -951 2024-11-15 NaN NaN NaN NaN ... 5282.0 NaN NaN NaN NaN - -[5 rows x 357 columns] -2024-11-19 15:52:31,116 - my_logger - INFO - ɾ²ǰ(2515, 354) -2024-11-19 15:52:31,116 - my_logger - INFO - ɾ²ǰ(2515, 354) -2024-11-19 15:52:31,520 - my_logger - INFO - ɾ²(2515, 315) -2024-11-19 15:52:31,520 - my_logger - INFO - ɾ²(2515, 315) -2024-11-19 15:52:31,523 - my_logger - INFO - ɾԤΪֵк(771, 315) -2024-11-19 15:52:31,523 - my_logger - INFO - ɾԤΪֵк(771, 315) -2024-11-19 15:52:31,525 - my_logger - INFO - ɾȫΪֵк(771, 315) -2024-11-19 15:52:31,525 - my_logger - INFO - ɾȫΪֵк(771, 315) -2024-11-19 15:52:33,270 - my_logger - INFO - ն(219) ܶ(94) 119(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -214 PEڻ̼ -215 PP-1 -216 PP-5 -217 PP-9 -218 y - -[219 rows x 3 columns] -2024-11-19 15:52:33,270 - my_logger - INFO - ն(219) ܶ(94) 119(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -214 PEڻ̼ -215 PP-1 -216 PP-5 -217 PP-9 -218 y - -[219 rows x 3 columns] -2024-11-19 15:52:33,293 - my_logger - INFO - Ϣܹ312,ն(219),ܶ(94),119(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-19 15:52:33,293 - my_logger - INFO - Ϣܹ312,ն(219),ܶ(94),119(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-19 15:52:33,296 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-19 15:52:33,296 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-19 15:52:34,153 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '7363.333333333333' WHERE ds = '2024-11-18 00:00:00' -2024-11-19 15:52:34,153 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '7363.333333333333' WHERE ds = '2024-11-18 00:00:00' -2024-11-19 15:52:34,156 - my_logger - INFO - ʼѵģ... -2024-11-19 15:52:34,156 - my_logger - INFO - ʼѵģ... -2024-11-19 15:52:34,168 - my_logger - INFO - Training set head: -2024-11-19 15:52:34,168 - my_logger - INFO - Training set head: -2024-11-19 15:52:34,169 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ... is_quarter_end is_year_start is_year_end unique_id -738 2021-10-19 -165.5689 57.0 -93.0 ... 0.0 0.0 0.0 1 -737 2021-10-20 -165.5689 198.0 48.0 ... 0.0 0.0 0.0 1 -736 2021-10-21 -165.5689 215.0 -75.0 ... 0.0 0.0 0.0 1 -735 2021-10-22 -165.5689 177.0 -63.0 ... 0.0 0.0 0.0 1 -734 2021-10-25 -165.5689 298.0 -2.0 ... 0.0 0.0 0.0 1 - -[5 rows x 330 columns] -2024-11-19 15:52:34,169 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ... is_quarter_end is_year_start is_year_end unique_id -738 2021-10-19 -165.5689 57.0 -93.0 ... 0.0 0.0 0.0 1 -737 2021-10-20 -165.5689 198.0 48.0 ... 0.0 0.0 0.0 1 -736 2021-10-21 -165.5689 215.0 -75.0 ... 0.0 0.0 0.0 1 -735 2021-10-22 -165.5689 177.0 -63.0 ... 0.0 0.0 0.0 1 -734 2021-10-25 -165.5689 298.0 -2.0 ... 0.0 0.0 0.0 1 - -[5 rows x 330 columns] -2024-11-19 15:52:34,754 - my_logger - INFO - -Testing set head: -2024-11-19 15:52:34,754 - my_logger - INFO - -Testing set head: -2024-11-19 15:52:34,755 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ... is_quarter_end is_year_start is_year_end unique_id -588 2022-06-01 621.7030 22.0 -178.0 ... 0.0 0.0 0.0 1 -587 2022-06-02 552.9803 40.0 -160.0 ... 0.0 0.0 0.0 1 -586 2022-06-06 603.3724 74.0 -96.0 ... 0.0 0.0 0.0 1 -585 2022-06-07 637.3217 65.0 -105.0 ... 0.0 0.0 0.0 1 -584 2022-06-08 688.8880 -25.0 -165.0 ... 0.0 0.0 0.0 1 - -[5 rows x 330 columns] -2024-11-19 15:52:34,755 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ... is_quarter_end is_year_start is_year_end unique_id -588 2022-06-01 621.7030 22.0 -178.0 ... 0.0 0.0 0.0 1 -587 2022-06-02 552.9803 40.0 -160.0 ... 0.0 0.0 0.0 1 -586 2022-06-06 603.3724 74.0 -96.0 ... 0.0 0.0 0.0 1 -585 2022-06-07 637.3217 65.0 -105.0 ... 0.0 0.0 0.0 1 -584 2022-06-08 688.8880 -25.0 -165.0 ... 0.0 0.0 0.0 1 - -[5 rows x 330 columns] -2024-11-19 17:01:16,617 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx -2024-11-19 17:01:16,617 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx -2024-11-19 17:01:16,619 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date -2024-11-19 17:01:16,619 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date -2024-11-19 17:01:46,348 - my_logger - INFO - Column PP̼ϲв/ CP M1 was last updated at 2024-11-04 -2024-11-19 17:01:46,348 - my_logger - INFO - Column PP̼ϲв/ CP M1 was last updated at 2024-11-04 -2024-11-19 17:01:46,351 - my_logger - INFO - Column Ͼ۱ϩ̼ۣ was last updated at 2024-10-24 -2024-11-19 17:01:46,351 - my_logger - INFO - Column Ͼ۱ϩ̼ۣ was last updated at 2024-10-24 -2024-11-19 17:01:46,353 - my_logger - INFO - Column ۱ϩ̼ۣ was last updated at 2024-10-24 -2024-11-19 17:01:46,353 - my_logger - INFO - Column ۱ϩ̼ۣ was last updated at 2024-10-24 -2024-11-19 17:01:46,356 - my_logger - INFO - Column ۱ϩ̼ۣ was last updated at 2024-10-24 -2024-11-19 17:01:46,356 - my_logger - INFO - Column ۱ϩ̼ۣ was last updated at 2024-10-24 -2024-11-19 17:01:46,358 - my_logger - INFO - Column ۱ϩƷ۲˿ was last updated at 2024-09-19 -2024-11-19 17:01:46,358 - my_logger - INFO - Column ۱ϩƷ۲˿ was last updated at 2024-09-19 -2024-11-19 17:01:46,361 - my_logger - INFO - Column úƾ۱ϩ was last updated at 2024-11-18 -2024-11-19 17:01:46,361 - my_logger - INFO - Column úƾ۱ϩ was last updated at 2024-11-18 -2024-11-19 17:01:46,364 - my_logger - INFO - Column PPϣɽ/ƴ was last updated at 2024-11-04 -2024-11-19 17:01:46,364 - my_logger - INFO - Column PPϣɽ/ƴ was last updated at 2024-11-04 -2024-11-19 17:01:46,367 - my_logger - INFO - Column BOPPɱйգ was last updated at 2024-11-14 -2024-11-19 17:01:46,367 - my_logger - INFO - Column BOPPɱйգ was last updated at 2024-11-14 -2024-11-19 17:01:46,370 - my_logger - INFO - Column PP޷IJɱգ was last updated at 2024-11-14 -2024-11-19 17:01:46,370 - my_logger - INFO - Column PP޷IJɱգ was last updated at 2024-11-14 -2024-11-19 17:01:46,372 - my_logger - INFO - Column CPPĤɱգ was last updated at 2024-11-14 -2024-11-19 17:01:46,372 - my_logger - INFO - Column CPPĤɱգ was last updated at 2024-11-14 -2024-11-19 17:01:46,376 - my_logger - INFO - Column PEעܿ/ was last updated at 2024-11-15 -2024-11-19 17:01:46,376 - my_logger - INFO - Column PEעܿ/ was last updated at 2024-11-15 -2024-11-19 17:01:46,379 - my_logger - INFO - Column PETƿƬйգ7DMA was last updated at 2024-11-14 -2024-11-19 17:01:46,379 - my_logger - INFO - Column PETƿƬйգ7DMA was last updated at 2024-11-14 -2024-11-19 17:01:46,382 - my_logger - INFO - Column PPйܣ was last updated at 2024-11-15 -2024-11-19 17:01:46,382 - my_logger - INFO - Column PPйܣ was last updated at 2024-11-15 -2024-11-19 17:01:46,384 - my_logger - INFO - Column PPƽйܣ was last updated at 2024-11-15 -2024-11-19 17:01:46,384 - my_logger - INFO - Column PPƽйܣ was last updated at 2024-11-15 -2024-11-19 17:01:46,387 - my_logger - INFO - Column PPйܣ was last updated at 2024-11-15 -2024-11-19 17:01:46,387 - my_logger - INFO - Column PPйܣ was last updated at 2024-11-15 -2024-11-19 17:01:46,389 - my_logger - INFO - Column PPָ was last updated at 2024-11-15 -2024-11-19 17:01:46,389 - my_logger - INFO - Column PPָ was last updated at 2024-11-15 -2024-11-19 17:01:46,391 - my_logger - INFO - Column PPǿָ was last updated at 2024-11-15 -2024-11-19 17:01:46,391 - my_logger - INFO - Column PPǿָ was last updated at 2024-11-15 -2024-11-19 17:01:46,394 - my_logger - INFO - Column PPг/ɽգ was last updated at 2024-11-14 -2024-11-19 17:01:46,394 - my_logger - INFO - Column PPг/ɽգ was last updated at 2024-11-14 -2024-11-19 17:01:46,397 - my_logger - INFO - Column ӡȷۿ57%FeƷƼ۸ൺ was last updated at 2024-11-14 -2024-11-19 17:01:46,397 - my_logger - INFO - Column ӡȷۿ57%FeƷƼ۸ൺ was last updated at 2024-11-14 -2024-11-19 17:01:46,399 - my_logger - INFO - Column -йPSGPPS۲ was last updated at 2024-11-15 -2024-11-19 17:01:46,399 - my_logger - INFO - Column -йPSGPPS۲ was last updated at 2024-11-15 -2024-11-19 17:01:46,401 - my_logger - INFO - Column ܱƷ was last updated at 2024-11-15 -2024-11-19 17:01:46,401 - my_logger - INFO - Column ܱƷ was last updated at 2024-11-15 -2024-11-19 17:01:46,404 - my_logger - INFO - Column ܱඩ was last updated at 2024-11-15 -2024-11-19 17:01:46,404 - my_logger - INFO - Column ܱඩ was last updated at 2024-11-15 -2024-11-19 17:01:46,407 - my_logger - INFO - Column ܱƷ was last updated at 2024-11-15 -2024-11-19 17:01:46,407 - my_logger - INFO - Column ܱƷ was last updated at 2024-11-15 -2024-11-19 17:01:46,410 - my_logger - INFO - Column ܱԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:46,410 - my_logger - INFO - Column ܱԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:46,412 - my_logger - INFO - Column ܱ忪 was last updated at 2024-11-15 -2024-11-19 17:01:46,412 - my_logger - INFO - Column ܱ忪 was last updated at 2024-11-15 -2024-11-19 17:01:46,414 - my_logger - INFO - Column PPܲĿ was last updated at 2024-11-15 -2024-11-19 17:01:46,414 - my_logger - INFO - Column PPܲĿ was last updated at 2024-11-15 -2024-11-19 17:01:46,416 - my_logger - INFO - Column PP޷IJ was last updated at 2024-11-15 -2024-11-19 17:01:46,416 - my_logger - INFO - Column PP޷IJ was last updated at 2024-11-15 -2024-11-19 17:01:46,418 - my_logger - INFO - Column BOPP was last updated at 2024-11-15 -2024-11-19 17:01:46,418 - my_logger - INFO - Column BOPP was last updated at 2024-11-15 -2024-11-19 17:01:46,421 - my_logger - INFO - Column йPP޷IJԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:46,421 - my_logger - INFO - Column йPP޷IJԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:46,424 - my_logger - INFO - Column йPP޷IJԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:46,424 - my_logger - INFO - Column йPP޷IJԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:46,427 - my_logger - INFO - Column йPP޷IJƷ was last updated at 2024-11-15 -2024-11-19 17:01:46,427 - my_logger - INFO - Column йPP޷IJƷ was last updated at 2024-11-15 -2024-11-19 17:01:46,429 - my_logger - INFO - Column PP˿ֻ۸ was last updated at 2024-11-18 -2024-11-19 17:01:46,429 - my_logger - INFO - Column PP˿ֻ۸ was last updated at 2024-11-18 -2024-11-19 17:01:46,433 - my_logger - INFO - Column PP̼ was last updated at 2024-11-04 -2024-11-19 17:01:46,433 - my_logger - INFO - Column PP̼ was last updated at 2024-11-04 -2024-11-19 17:01:46,435 - my_logger - INFO - Column PPϣɽ was last updated at 2024-11-04 -2024-11-19 17:01:46,435 - my_logger - INFO - Column PPϣɽ was last updated at 2024-11-04 -2024-11-19 17:01:46,438 - my_logger - INFO - Column PP˿S1003гۣݣֻգ was last updated at 2024-11-18 -2024-11-19 17:01:46,438 - my_logger - INFO - Column PP˿S1003гۣݣֻգ was last updated at 2024-11-18 -2024-11-19 17:01:46,440 - my_logger - INFO - Column PP˿S1003гۣݸԴգ was last updated at 2024-11-18 -2024-11-19 17:01:46,440 - my_logger - INFO - Column PP˿S1003гۣݸԴգ was last updated at 2024-11-18 -2024-11-19 17:01:46,442 - my_logger - INFO - Column PP۹ۣK8003ۣݣԴգ was last updated at 2024-11-18 -2024-11-19 17:01:46,442 - my_logger - INFO - Column PP۹ۣK8003ۣݣԴգ was last updated at 2024-11-18 -2024-11-19 17:01:46,444 - my_logger - INFO - Column PP۹ۣK8003гۣ˳Դգ was last updated at 2024-11-18 -2024-11-19 17:01:46,444 - my_logger - INFO - Column PP۹ۣK8003гۣ˳Դգ was last updated at 2024-11-18 -2024-11-19 17:01:46,447 - my_logger - INFO - Column PP۹ۣK8003ֻۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,447 - my_logger - INFO - Column PP۹ۣK8003ֻۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,448 - my_logger - INFO - Column PPעܣHP648Tгۣʣ򻪻ѧգ was last updated at 2024-11-18 -2024-11-19 17:01:46,448 - my_logger - INFO - Column PPעܣHP648Tгۣʣ򻪻ѧգ was last updated at 2024-11-18 -2024-11-19 17:01:46,450 - my_logger - INFO - Column PP˿1102KгۣʣԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,450 - my_logger - INFO - Column PP˿1102KгۣʣԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,452 - my_logger - INFO - Column PP˿1102KгۣݣԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,452 - my_logger - INFO - Column PP˿1102KгۣݣԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,455 - my_logger - INFO - Column PP͸M26ETۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,455 - my_logger - INFO - Column PP͸M26ETۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,457 - my_logger - INFO - Column PP͸HC-RP340Rۣɽգ was last updated at 2024-11-18 -2024-11-19 17:01:46,457 - my_logger - INFO - Column PP͸HC-RP340Rۣɽգ was last updated at 2024-11-18 -2024-11-19 17:01:46,460 - my_logger - INFO - Column ֻ(м):۾۱ϩ(PP-H):CFRԶ was last updated at 2024-11-15 -2024-11-19 17:01:46,460 - my_logger - INFO - Column ֻ(м):۾۱ϩ(PP-H):CFRԶ was last updated at 2024-11-15 -2024-11-19 17:01:46,462 - my_logger - INFO - Column ֻ(м):۱ϩPP(ά/ע):CFR was last updated at 2024-11-15 -2024-11-19 17:01:46,462 - my_logger - INFO - Column ֻ(м):۱ϩPP(ά/ע):CFR was last updated at 2024-11-15 -2024-11-19 17:01:46,465 - my_logger - INFO - Column ֻ(м):۱ϩPP(ά/ע):FOBŷ was last updated at 2024-11-15 -2024-11-19 17:01:46,465 - my_logger - INFO - Column ֻ(м):۱ϩPP(ά/ע):FOBŷ was last updated at 2024-11-15 -2024-11-19 17:01:46,468 - my_logger - INFO - Column ֻ(м):۾۱ϩ(PP-H):FOBж was last updated at 2024-11-15 -2024-11-19 17:01:46,468 - my_logger - INFO - Column ֻ(м):۾۱ϩ(PP-H):FOBж was last updated at 2024-11-15 -2024-11-19 17:01:46,470 - my_logger - INFO - Column ֻ(м):۱ϩPP(ά/ע):FAS˹ was last updated at 2024-11-15 -2024-11-19 17:01:46,470 - my_logger - INFO - Column ֻ(м):۱ϩPP(ά/ע):FAS˹ was last updated at 2024-11-15 -2024-11-19 17:01:46,473 - my_logger - INFO - Column PP was last updated at 2024-11-18 -2024-11-19 17:01:46,473 - my_logger - INFO - Column PP was last updated at 2024-11-18 -2024-11-19 17:01:46,475 - my_logger - INFO - Column PP񻪾ģ was last updated at 2024-11-18 -2024-11-19 17:01:46,475 - my_logger - INFO - Column PP񻪾ģ was last updated at 2024-11-18 -2024-11-19 17:01:46,477 - my_logger - INFO - Column PP񻪾ģʣ was last updated at 2024-11-15 -2024-11-19 17:01:46,477 - my_logger - INFO - Column PP񻪾ģʣ was last updated at 2024-11-15 -2024-11-19 17:01:46,480 - my_logger - INFO - Column PP񻪾ģ was last updated at 2024-11-18 -2024-11-19 17:01:46,480 - my_logger - INFO - Column PP񻪾ģ was last updated at 2024-11-18 -2024-11-19 17:01:46,482 - my_logger - INFO - Column DCEҵƷڻ۸ۺָ̼ۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,482 - my_logger - INFO - Column DCEҵƷڻ۸ۺָ̼ۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,486 - my_logger - INFO - Column DCEƷڻ۸ָ̼ۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,486 - my_logger - INFO - Column DCEƷڻ۸ָ̼ۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,488 - my_logger - INFO - Column DCEϣڻ۸ָ̼ۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,488 - my_logger - INFO - Column DCEϣڻ۸ָ̼ۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,490 - my_logger - INFO - Column ۱ϩֻ˿۸񣨻 was last updated at 2024-09-19 -2024-11-19 17:01:46,490 - my_logger - INFO - Column ۱ϩֻ˿۸񣨻 was last updated at 2024-09-19 -2024-11-19 17:01:46,493 - my_logger - INFO - Column ۱ϩֻ˿۸񣨻 was last updated at 2024-09-19 -2024-11-19 17:01:46,493 - my_logger - INFO - Column ۱ϩֻ˿۸񣨻 was last updated at 2024-09-19 -2024-11-19 17:01:46,496 - my_logger - INFO - Column ۱ϩֻ˿۸񣨻ϣ was last updated at 2024-09-19 -2024-11-19 17:01:46,496 - my_logger - INFO - Column ۱ϩֻ˿۸񣨻ϣ was last updated at 2024-09-19 -2024-11-19 17:01:46,498 - my_logger - INFO - Column ۱ϩֻۼ۸񣨻 was last updated at 2024-09-19 -2024-11-19 17:01:46,498 - my_logger - INFO - Column ۱ϩֻۼ۸񣨻 was last updated at 2024-09-19 -2024-11-19 17:01:46,500 - my_logger - INFO - Column ۱ϩֻۼ۸񣨻 was last updated at 2024-09-19 -2024-11-19 17:01:46,500 - my_logger - INFO - Column ۱ϩֻۼ۸񣨻 was last updated at 2024-09-19 -2024-11-19 17:01:46,503 - my_logger - INFO - Column ۱ϩֻۼ۸񣨻ϣ was last updated at 2024-09-19 -2024-11-19 17:01:46,503 - my_logger - INFO - Column ۱ϩֻۼ۸񣨻ϣ was last updated at 2024-09-19 -2024-11-19 17:01:46,505 - my_logger - INFO - Column PP.DCE̼ was last updated at 2024-11-18 -2024-11-19 17:01:46,505 - my_logger - INFO - Column PP.DCE̼ was last updated at 2024-11-18 -2024-11-19 17:01:46,507 - my_logger - INFO - Column ŷֻۣFOBܶȾϩ was last updated at 2024-11-11 -2024-11-19 17:01:46,507 - my_logger - INFO - Column ŷֻۣFOBܶȾϩ was last updated at 2024-11-11 -2024-11-19 17:01:46,511 - my_logger - INFO - Column 340R۸() was last updated at 2024-07-25 -2024-11-19 17:01:46,511 - my_logger - INFO - Column 340R۸() was last updated at 2024-07-25 -2024-11-19 17:01:46,513 - my_logger - INFO - Column йBOPPԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:46,513 - my_logger - INFO - Column йBOPPԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:46,516 - my_logger - INFO - Column йBOPPƷ was last updated at 2024-11-15 -2024-11-19 17:01:46,516 - my_logger - INFO - Column йBOPPƷ was last updated at 2024-11-15 -2024-11-19 17:01:46,518 - my_logger - INFO - Column йBOPPƷ was last updated at 2024-11-15 -2024-11-19 17:01:46,518 - my_logger - INFO - Column йBOPPƷ was last updated at 2024-11-15 -2024-11-19 17:01:46,522 - my_logger - INFO - Column йBOPP was last updated at 2024-11-15 -2024-11-19 17:01:46,522 - my_logger - INFO - Column йBOPP was last updated at 2024-11-15 -2024-11-19 17:01:46,524 - my_logger - INFO - Column йPPƽ was last updated at 2024-11-15 -2024-11-19 17:01:46,524 - my_logger - INFO - Column йPPƽ was last updated at 2024-11-15 -2024-11-19 17:01:46,527 - my_logger - INFO - Column PP޷IJڿ棺йܣ was last updated at 2024-11-15 -2024-11-19 17:01:46,527 - my_logger - INFO - Column PP޷IJڿ棺йܣ was last updated at 2024-11-15 -2024-11-19 17:01:46,530 - my_logger - INFO - Column ͣ-Ʒʣйҵܣ was last updated at 2023-12-15 -2024-11-19 17:01:46,530 - my_logger - INFO - Column ͣ-Ʒʣйҵܣ was last updated at 2023-12-15 -2024-11-19 17:01:46,533 - my_logger - INFO - Column PP˿1102KۣݣԴúգ was last updated at 2024-11-05 -2024-11-19 17:01:46,533 - my_logger - INFO - Column PP˿1102KۣݣԴúգ was last updated at 2024-11-05 -2024-11-19 17:01:46,535 - my_logger - INFO - Column PP˿L5E89ۣڶ򣩣ɹž̩²ϣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,535 - my_logger - INFO - Column PP˿L5E89ۣڶ򣩣ɹž̩²ϣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,537 - my_logger - INFO - Column PP˿L5E89ۣӱ³ɶףգ was last updated at 2024-11-18 -2024-11-19 17:01:46,537 - my_logger - INFO - Column PP˿L5E89ۣӱ³ɶףգ was last updated at 2024-11-18 -2024-11-19 17:01:46,539 - my_logger - INFO - Column PP˿HP550Jгۣൺܻѧգ was last updated at 2024-11-18 -2024-11-19 17:01:46,539 - my_logger - INFO - Column PP˿HP550Jгۣൺܻѧգ was last updated at 2024-11-18 -2024-11-19 17:01:46,542 - my_logger - INFO - Column PP۹ۣ2500HYгۣʣԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,542 - my_logger - INFO - Column PP۹ۣ2500HYгۣʣԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,545 - my_logger - INFO - Column PP۹ۣK8003ۣӱ³ɶףգ was last updated at 2024-11-18 -2024-11-19 17:01:46,545 - my_logger - INFO - Column PP۹ۣK8003ۣӱ³ɶףգ was last updated at 2024-11-18 -2024-11-19 17:01:46,547 - my_logger - INFO - Column PP۹ۣEPS30Rгۣʣܻգ was last updated at 2024-11-18 -2024-11-19 17:01:46,547 - my_logger - INFO - Column PP۹ۣEPS30Rгۣʣܻգ was last updated at 2024-11-18 -2024-11-19 17:01:46,550 - my_logger - INFO - Column PP۹ۣK8003ۣʣԴգ was last updated at 2024-11-18 -2024-11-19 17:01:46,550 - my_logger - INFO - Column PP۹ۣK8003ۣʣԴգ was last updated at 2024-11-18 -2024-11-19 17:01:46,552 - my_logger - INFO - Column PP۹ۣK8003ۣݣԴգ was last updated at 2024-11-18 -2024-11-19 17:01:46,552 - my_logger - INFO - Column PP۹ۣK8003ۣݣԴգ was last updated at 2024-11-18 -2024-11-19 17:01:46,555 - my_logger - INFO - Column PP۹ۣK8003ۣԴգ was last updated at 2024-11-18 -2024-11-19 17:01:46,555 - my_logger - INFO - Column PP۹ۣK8003ۣԴգ was last updated at 2024-11-18 -2024-11-19 17:01:46,558 - my_logger - INFO - Column PP۹ۣK8003гۣݣԴգ was last updated at 2024-11-18 -2024-11-19 17:01:46,558 - my_logger - INFO - Column PP۹ۣK8003гۣݣԴգ was last updated at 2024-11-18 -2024-11-19 17:01:46,560 - my_logger - INFO - Column PP۹ۣ2500Hг̨ۣݣԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,560 - my_logger - INFO - Column PP۹ۣ2500Hг̨ۣݣԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,563 - my_logger - INFO - Column PP۹ۣ2500HгۣţԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,563 - my_logger - INFO - Column PP۹ۣ2500HгۣţԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,565 - my_logger - INFO - Column PP۹ۣгۣϵգ was last updated at 2024-11-18 -2024-11-19 17:01:46,565 - my_logger - INFO - Column PP۹ۣгۣϵգ was last updated at 2024-11-18 -2024-11-19 17:01:46,567 - my_logger - INFO - Column PP۹ۣSP179Pۣʯ³գ was last updated at 2024-11-18 -2024-11-19 17:01:46,567 - my_logger - INFO - Column PP۹ۣSP179Pۣʯ³գ was last updated at 2024-11-18 -2024-11-19 17:01:46,569 - my_logger - INFO - Column PP۹ۣEP5010Cۣɳգ was last updated at 2024-11-18 -2024-11-19 17:01:46,569 - my_logger - INFO - Column PP۹ۣEP5010Cۣɳգ was last updated at 2024-11-18 -2024-11-19 17:01:46,572 - my_logger - INFO - Column PP۹ۣSP179гۣʣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,572 - my_logger - INFO - Column PP۹ۣSP179гۣʣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,574 - my_logger - INFO - Column PP۹ۣ2043NۣԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,574 - my_logger - INFO - Column PP۹ۣ2043NۣԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,576 - my_logger - INFO - Column PP۹ۣYPJ1215Cۣʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,576 - my_logger - INFO - Column PP۹ۣYPJ1215Cۣʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,579 - my_logger - INFO - Column PP۹ۣPPB-M09ۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,579 - my_logger - INFO - Column PP۹ۣPPB-M09ۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,582 - my_logger - INFO - Column PP۹ۣ2043NۣϵԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,582 - my_logger - INFO - Column PP۹ۣ2043NۣϵԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,584 - my_logger - INFO - Column PP۹ۣEP440Nۣϵпգ was last updated at 2024-11-18 -2024-11-19 17:01:46,584 - my_logger - INFO - Column PP۹ۣEP440Nۣϵпգ was last updated at 2024-11-18 -2024-11-19 17:01:46,587 - my_logger - INFO - Column PP۹ۣK8009ۣϵʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,587 - my_logger - INFO - Column PP۹ۣK8009ۣϵʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,590 - my_logger - INFO - Column PP۹ۣEP548RQۣɳգ was last updated at 2024-11-18 -2024-11-19 17:01:46,590 - my_logger - INFO - Column PP۹ۣEP548RQۣɳգ was last updated at 2024-11-18 -2024-11-19 17:01:46,592 - my_logger - INFO - Column PP۹ۣEP300Rгۣൺʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,592 - my_logger - INFO - Column PP۹ۣEP300Rгۣൺʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,596 - my_logger - INFO - Column PP۹ۣEP548Rгۣʣ򻪻ѧգ was last updated at 2024-11-18 -2024-11-19 17:01:46,596 - my_logger - INFO - Column PP۹ۣEP548Rгۣʣ򻪻ѧգ was last updated at 2024-11-18 -2024-11-19 17:01:46,598 - my_logger - INFO - Column PP۹ۣK7726Hгۣʣܻգ was last updated at 2024-11-18 -2024-11-19 17:01:46,598 - my_logger - INFO - Column PP۹ۣK7726Hгۣʣܻգ was last updated at 2024-11-18 -2024-11-19 17:01:46,601 - my_logger - INFO - Column PP۹ۣM30RHгۣϷʣаϣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,601 - my_logger - INFO - Column PP۹ۣM30RHгۣϷʣаϣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,603 - my_logger - INFO - Column ͣ-PP۹ۣM30RHͶ˼ۣݣգ was last updated at 2024-05-30 -2024-11-19 17:01:46,603 - my_logger - INFO - Column ͣ-PP۹ۣM30RHͶ˼ۣݣգ was last updated at 2024-05-30 -2024-11-19 17:01:46,606 - my_logger - INFO - Column PP۹ۣ2240SۣݣԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,606 - my_logger - INFO - Column PP۹ۣ2240SۣݣԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,608 - my_logger - INFO - Column PP۹ۣEP548Rгۣݣпգ was last updated at 2024-11-18 -2024-11-19 17:01:46,608 - my_logger - INFO - Column PP۹ۣEP548Rгۣݣпգ was last updated at 2024-11-18 -2024-11-19 17:01:46,612 - my_logger - INFO - Column PP۹ۣ2240SۣϵԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,612 - my_logger - INFO - Column PP۹ۣ2240SۣϵԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,616 - my_logger - INFO - Column PP۹ۣEP548Rۣϵкƣգ was last updated at 2024-11-06 -2024-11-19 17:01:46,616 - my_logger - INFO - Column PP۹ۣEP548Rۣϵкƣգ was last updated at 2024-11-06 -2024-11-19 17:01:46,621 - my_logger - INFO - Column PPעܣBZ-70ۣٹ³壨գ was last updated at 2024-11-18 -2024-11-19 17:01:46,621 - my_logger - INFO - Column PPעܣBZ-70ۣٹ³壨գ was last updated at 2024-11-18 -2024-11-19 17:01:46,625 - my_logger - INFO - Column PPעܣPPH-MM60ۣʯׯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,625 - my_logger - INFO - Column PPעܣPPH-MM60ۣʯׯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,628 - my_logger - INFO - Column PPעܣK1870-Bгۣʣܻգ was last updated at 2024-11-18 -2024-11-19 17:01:46,628 - my_logger - INFO - Column PPעܣK1870-Bгۣʣܻգ was last updated at 2024-11-18 -2024-11-19 17:01:46,631 - my_logger - INFO - Column PPעܣM60ETۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,631 - my_logger - INFO - Column PPעܣM60ETۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,634 - my_logger - INFO - Column PPעܣ1040TEۣúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,634 - my_logger - INFO - Column PPעܣ1040TEۣúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,637 - my_logger - INFO - Column PPעܣHP648Tۣ㽭ʯͻգ was last updated at 2024-11-18 -2024-11-19 17:01:46,637 - my_logger - INFO - Column PPעܣHP648Tۣ㽭ʯͻգ was last updated at 2024-11-18 -2024-11-19 17:01:46,642 - my_logger - INFO - Column ͣ-PPעܣPPR-MN60ۣԴգ was last updated at 2024-05-31 -2024-11-19 17:01:46,642 - my_logger - INFO - Column ͣ-PPעܣPPR-MN60ۣԴգ was last updated at 2024-05-31 -2024-11-19 17:01:46,645 - my_logger - INFO - Column PPעܣ1040TEۣϵúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,645 - my_logger - INFO - Column PPעܣ1040TEۣϵúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,650 - my_logger - INFO - Column ͣ-PPעܣ1148TCۣϵʯգ was last updated at 2024-05-30 -2024-11-19 17:01:46,650 - my_logger - INFO - Column ͣ-PPעܣ1148TCۣϵʯգ was last updated at 2024-05-30 -2024-11-19 17:01:46,655 - my_logger - INFO - Column PPעܣPPH-MN60ۣϵʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,655 - my_logger - INFO - Column PPעܣPPH-MN60ۣϵʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,659 - my_logger - INFO - Column PPעܣTM6000Hۣϵʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,659 - my_logger - INFO - Column PPעܣTM6000Hۣϵʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,663 - my_logger - INFO - Column PP͸PPR-B10ۣеԭʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,663 - my_logger - INFO - Column PP͸PPR-B10ۣеԭʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,666 - my_logger - INFO - Column PP͸PPR-MT25ۣеԭʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,666 - my_logger - INFO - Column PP͸PPR-MT25ۣеԭʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,668 - my_logger - INFO - Column PP͸PPR-MT75Nۣеԭʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,668 - my_logger - INFO - Column PP͸PPR-MT75Nۣеԭʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,671 - my_logger - INFO - Column PP޹湲ۣHC-M700Bۣɽգ was last updated at 2024-11-18 -2024-11-19 17:01:46,671 - my_logger - INFO - Column PP޹湲ۣHC-M700Bۣɽգ was last updated at 2024-11-18 -2024-11-19 17:01:46,676 - my_logger - INFO - Column ˮܣPA14Dгۣݣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,676 - my_logger - INFO - Column ˮܣPA14Dгۣݣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,681 - my_logger - INFO - Column ˮܣPA14D-2гۣʣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,681 - my_logger - INFO - Column ˮܣPA14D-2гۣʣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,684 - my_logger - INFO - Column CPPԪĤDY-W0723Fгۣ򣺶ɽʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,684 - my_logger - INFO - Column CPPԪĤDY-W0723Fгۣ򣺶ɽʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,687 - my_logger - INFO - Column ͣ-CPPԪĤPPR-F08ۣеԭʯգ was last updated at 2024-04-07 -2024-11-19 17:01:46,687 - my_logger - INFO - Column ͣ-CPPԪĤPPR-F08ۣеԭʯգ was last updated at 2024-04-07 -2024-11-19 17:01:46,691 - my_logger - INFO - Column PP͸R3080Tۣ㽭գ was last updated at 2024-11-18 -2024-11-19 17:01:46,691 - my_logger - INFO - Column PP͸R3080Tۣ㽭գ was last updated at 2024-11-18 -2024-11-19 17:01:46,695 - my_logger - INFO - Column PP͸M08ETNۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,695 - my_logger - INFO - Column PP͸M08ETNۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,697 - my_logger - INFO - Column PP͸R3260Tۣ㽭գ was last updated at 2024-11-18 -2024-11-19 17:01:46,697 - my_logger - INFO - Column PP͸R3260Tۣ㽭գ was last updated at 2024-11-18 -2024-11-19 17:01:46,700 - my_logger - INFO - Column ˮܣYPR-503ۣʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,700 - my_logger - INFO - Column ˮܣYPR-503ۣʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,704 - my_logger - INFO - Column ˮܣPA14Dۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,704 - my_logger - INFO - Column ˮܣPA14Dۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,754 - my_logger - INFO - Column CPPԪĤF800EDFۣϺʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,754 - my_logger - INFO - Column CPPԪĤF800EDFۣϺʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,767 - my_logger - INFO - Column CPPԪĤF08ECۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,767 - my_logger - INFO - Column CPPԪĤF08ECۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,782 - my_logger - INFO - Column PP͸HT9025NXۣϵïʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,782 - my_logger - INFO - Column PP͸HT9025NXۣϵïʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,790 - my_logger - INFO - Column PP͸3248Rۣϵʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,790 - my_logger - INFO - Column PP͸3248Rۣϵʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,795 - my_logger - INFO - Column PP͸HT9025ZKۣϵпգ was last updated at 2024-11-18 -2024-11-19 17:01:46,795 - my_logger - INFO - Column PP͸HT9025ZKۣϵпգ was last updated at 2024-11-18 -2024-11-19 17:01:46,800 - my_logger - INFO - Column PP͸HT9025NXгۣݣʯïգ was last updated at 2024-11-18 -2024-11-19 17:01:46,800 - my_logger - INFO - Column PP͸HT9025NXгۣݣʯïգ was last updated at 2024-11-18 -2024-11-19 17:01:46,804 - my_logger - INFO - Column ˮܣT4401ۣϵïʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,804 - my_logger - INFO - Column ˮܣT4401ۣϵïʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,809 - my_logger - INFO - Column ˮܣPPR-4220ۣϵʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,809 - my_logger - INFO - Column ˮܣPPR-4220ۣϵʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,814 - my_logger - INFO - Column PPBOPP1103KۣԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,814 - my_logger - INFO - Column PPBOPP1103KۣԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,818 - my_logger - INFO - Column PPBOPPPPH-FL03-Sۣൺգ was last updated at 2024-11-18 -2024-11-19 17:01:46,818 - my_logger - INFO - Column PPBOPPPPH-FL03-Sۣൺգ was last updated at 2024-11-18 -2024-11-19 17:01:46,822 - my_logger - INFO - Column PPBOPP1103KۣԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,822 - my_logger - INFO - Column PPBOPP1103KۣԴúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,828 - my_logger - INFO - Column PPBOPPF03BTۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,828 - my_logger - INFO - Column PPBOPPF03BTۣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,834 - my_logger - INFO - Column PPBOPP1103Kۣϵúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,834 - my_logger - INFO - Column PPBOPP1103Kۣϵúգ was last updated at 2024-11-18 -2024-11-19 17:01:46,838 - my_logger - INFO - Column PPBOPPL5D98ۣϵ㶫ʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,838 - my_logger - INFO - Column PPBOPPL5D98ۣϵ㶫ʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,841 - my_logger - INFO - Column PPBOPPPPH-F03Dۣϵװһգ was last updated at 2024-11-18 -2024-11-19 17:01:46,841 - my_logger - INFO - Column PPBOPPPPH-F03Dۣϵװһգ was last updated at 2024-11-18 -2024-11-19 17:01:46,845 - my_logger - INFO - Column CPPԪĤPPR-F08M-Sۣϵïʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,845 - my_logger - INFO - Column CPPԪĤPPR-F08M-Sۣϵïʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,847 - my_logger - INFO - Column CPPԪĤPPR-F08-Sۣϵïʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,847 - my_logger - INFO - Column CPPԪĤPPR-F08-Sۣϵïʯգ was last updated at 2024-11-18 -2024-11-19 17:01:46,850 - my_logger - INFO - Column PPճ޷IJSSSгۣɽգ was last updated at 2024-11-18 -2024-11-19 17:01:46,850 - my_logger - INFO - Column PPճ޷IJSSSгۣɽգ was last updated at 2024-11-18 -2024-11-19 17:01:46,855 - my_logger - INFO - Column PP޷IJëйܣ was last updated at 2024-11-15 -2024-11-19 17:01:46,855 - my_logger - INFO - Column PP޷IJëйܣ was last updated at 2024-11-15 -2024-11-19 17:01:46,859 - my_logger - INFO - Column BOPP12̹Ĥۣװգ was last updated at 2024-11-18 -2024-11-19 17:01:46,859 - my_logger - INFO - Column BOPP12̹Ĥۣװգ was last updated at 2024-11-18 -2024-11-19 17:01:46,863 - my_logger - INFO - Column BOPP18̹ĤгͶ˼ۣൺգ was last updated at 2024-11-18 -2024-11-19 17:01:46,863 - my_logger - INFO - Column BOPP18̹ĤгͶ˼ۣൺգ was last updated at 2024-11-18 -2024-11-19 17:01:46,867 - my_logger - INFO - Column BOPPĤۣɽڣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,867 - my_logger - INFO - Column BOPPĤۣɽڣգ was last updated at 2024-11-18 -2024-11-19 17:01:46,871 - my_logger - INFO - Column BOPPëйգ was last updated at 2024-11-18 -2024-11-19 17:01:46,871 - my_logger - INFO - Column BOPPëйգ was last updated at 2024-11-18 -2024-11-19 17:01:46,875 - my_logger - INFO - Column ܱࣺ͸30cm*45cmгۣɽգ was last updated at 2024-11-18 -2024-11-19 17:01:46,875 - my_logger - INFO - Column ܱࣺ͸30cm*45cmгۣɽգ was last updated at 2024-11-18 -2024-11-19 17:01:46,879 - my_logger - INFO - Column PPȨ was last updated at 2024-11-15 -2024-11-19 17:01:46,879 - my_logger - INFO - Column PPȨ was last updated at 2024-11-15 -2024-11-19 17:01:46,882 - my_logger - INFO - Column PDHPPɽ was last updated at 2024-11-13 -2024-11-19 17:01:46,882 - my_logger - INFO - Column PDHPPɽ was last updated at 2024-11-13 -2024-11-19 17:01:46,885 - my_logger - INFO - Column ˿-CP was last updated at 2024-11-18 -2024-11-19 17:01:46,885 - my_logger - INFO - Column ˿-CP was last updated at 2024-11-18 -2024-11-19 17:01:46,888 - my_logger - INFO - Column ɽ˿-CP was last updated at 2024-11-18 -2024-11-19 17:01:46,888 - my_logger - INFO - Column ɽ˿-CP was last updated at 2024-11-18 -2024-11-19 17:01:46,893 - my_logger - INFO - Column ͸-PPڻ was last updated at 2024-07-25 -2024-11-19 17:01:46,893 - my_logger - INFO - Column ͸-PPڻ was last updated at 2024-07-25 -2024-11-19 17:01:46,896 - my_logger - INFO - Column ɽ˿-ϩ۲ was last updated at 2024-11-18 -2024-11-19 17:01:46,896 - my_logger - INFO - Column ɽ˿-ϩ۲ was last updated at 2024-11-18 -2024-11-19 17:01:46,900 - my_logger - INFO - Column PP-3*MA was last updated at 2024-11-04 -2024-11-19 17:01:46,900 - my_logger - INFO - Column PP-3*MA was last updated at 2024-11-04 -2024-11-19 17:01:46,904 - my_logger - INFO - Column PP-SC۲7Ͱȣ was last updated at 2024-11-04 -2024-11-19 17:01:46,904 - my_logger - INFO - Column PP-SC۲7Ͱȣ was last updated at 2024-11-04 -2024-11-19 17:01:46,907 - my_logger - INFO - Column PPڻ-Ʊϩɱ was last updated at 2024-06-05 -2024-11-19 17:01:46,907 - my_logger - INFO - Column PPڻ-Ʊϩɱ was last updated at 2024-06-05 -2024-11-19 17:01:46,910 - my_logger - INFO - Column -۲˰/1.13/580 was last updated at 2024-11-18 -2024-11-19 17:01:46,910 - my_logger - INFO - Column -۲˰/1.13/580 was last updated at 2024-11-18 -2024-11-19 17:01:46,913 - my_logger - INFO - Column PDH1.169/˰ was last updated at 2024-11-18 -2024-11-19 17:01:46,913 - my_logger - INFO - Column PDH1.169/˰ was last updated at 2024-11-18 -2024-11-19 17:01:46,916 - my_logger - INFO - Column ϩ-PP߼ʹף˰/600/1.169 was last updated at 2024-11-18 -2024-11-19 17:01:46,916 - my_logger - INFO - Column ϩ-PP߼ʹף˰/600/1.169 was last updated at 2024-11-18 -2024-11-19 17:01:46,919 - my_logger - INFO - Column PDHɽ/ϩ was last updated at 2024-11-18 -2024-11-19 17:01:46,919 - my_logger - INFO - Column PDHɽ/ϩ was last updated at 2024-11-18 -2024-11-19 17:01:46,922 - my_logger - INFO - Column -PP߼ʹף˰/580/1.13 was last updated at 2024-11-04 -2024-11-19 17:01:46,922 - my_logger - INFO - Column -PP߼ʹף˰/580/1.13 was last updated at 2024-11-04 -2024-11-19 17:01:46,925 - my_logger - INFO - Column -PP߼ʹף˰/510/1.169 was last updated at 2024-11-04 -2024-11-19 17:01:46,925 - my_logger - INFO - Column -PP߼ʹף˰/510/1.169 was last updated at 2024-11-04 -2024-11-19 17:01:46,929 - my_logger - INFO - Column PPڻ-ϩ۲ɽ/400DMA was last updated at 2024-11-04 -2024-11-19 17:01:46,929 - my_logger - INFO - Column PPڻ-ϩ۲ɽ/400DMA was last updated at 2024-11-04 -2024-11-19 17:01:46,932 - my_logger - INFO - Column PP-FEI M4(˰ɱ) was last updated at 2024-11-04 -2024-11-19 17:01:46,932 - my_logger - INFO - Column PP-FEI M4(˰ɱ) was last updated at 2024-11-04 -2024-11-19 17:01:46,935 - my_logger - INFO - Column PP-FEI M3(˰ɱ) was last updated at 2024-11-04 -2024-11-19 17:01:46,935 - my_logger - INFO - Column PP-FEI M3(˰ɱ) was last updated at 2024-11-04 -2024-11-19 17:01:46,939 - my_logger - INFO - Column PP-FEI M2˰ɱ was last updated at 2024-11-04 -2024-11-19 17:01:46,939 - my_logger - INFO - Column PP-FEI M2˰ɱ was last updated at 2024-11-04 -2024-11-19 17:01:46,942 - my_logger - INFO - Column PP-FEI M1˰ɱ was last updated at 2024-11-04 -2024-11-19 17:01:46,942 - my_logger - INFO - Column PP-FEI M1˰ɱ was last updated at 2024-11-04 -2024-11-19 17:01:46,945 - my_logger - INFO - Column ۲ϩϩŷ was last updated at 2024-11-11 -2024-11-19 17:01:46,945 - my_logger - INFO - Column ۲ϩϩŷ was last updated at 2024-11-11 -2024-11-19 17:01:46,947 - my_logger - INFO - Column PP-FEI۲ was last updated at 2024-11-04 -2024-11-19 17:01:46,947 - my_logger - INFO - Column PP-FEI۲ was last updated at 2024-11-04 -2024-11-19 17:01:46,950 - my_logger - INFO - Column PPлʣ was last updated at 2024-11-15 -2024-11-19 17:01:46,950 - my_logger - INFO - Column PPлʣ was last updated at 2024-11-15 -2024-11-19 17:01:46,953 - my_logger - INFO - Column ۲ɽ was last updated at 2024-11-04 -2024-11-19 17:01:46,953 - my_logger - INFO - Column ۲ɽ was last updated at 2024-11-04 -2024-11-19 17:01:46,956 - my_logger - INFO - Column ۱ϩƷ۲˿ϣ was last updated at 2024-09-19 -2024-11-19 17:01:46,956 - my_logger - INFO - Column ۱ϩƷ۲˿ϣ was last updated at 2024-09-19 -2024-11-19 17:01:46,958 - my_logger - INFO - Column ۱ϩƷ۲˿ϣ was last updated at 2024-09-19 -2024-11-19 17:01:46,958 - my_logger - INFO - Column ۱ϩƷ۲˿ϣ was last updated at 2024-09-19 -2024-11-19 17:01:46,960 - my_logger - INFO - Column ۱ϩƷ۲˿ was last updated at 2024-09-19 -2024-11-19 17:01:46,960 - my_logger - INFO - Column ۱ϩƷ۲˿ was last updated at 2024-09-19 -2024-11-19 17:01:46,963 - my_logger - INFO - Column ۱ϩƷ۲˿ was last updated at 2024-09-19 -2024-11-19 17:01:46,963 - my_logger - INFO - Column ۱ϩƷ۲˿ was last updated at 2024-09-19 -2024-11-19 17:01:46,965 - my_logger - INFO - Column ۱ϩ˿۲뻪 was last updated at 2024-09-19 -2024-11-19 17:01:46,965 - my_logger - INFO - Column ۱ϩ˿۲뻪 was last updated at 2024-09-19 -2024-11-19 17:01:46,967 - my_logger - INFO - Column ۱ϩ˿۲뻪 was last updated at 2024-09-19 -2024-11-19 17:01:46,967 - my_logger - INFO - Column ۱ϩ˿۲뻪 was last updated at 2024-09-19 -2024-11-19 17:01:46,970 - my_logger - INFO - Column ɼ״PP̫֣ was last updated at 2024-11-14 -2024-11-19 17:01:46,970 - my_logger - INFO - Column ɼ״PP̫֣ was last updated at 2024-11-14 -2024-11-19 17:01:46,973 - my_logger - INFO - Column ɼ״PP was last updated at 2024-11-18 -2024-11-19 17:01:46,973 - my_logger - INFO - Column ɼ״PP was last updated at 2024-11-18 -2024-11-19 17:01:46,975 - my_logger - INFO - Column PPڻ-ϩ۲ɽ was last updated at 2024-11-04 -2024-11-19 17:01:46,975 - my_logger - INFO - Column PPڻ-ϩ۲ɽ was last updated at 2024-11-04 -2024-11-19 17:01:46,979 - my_logger - INFO - Column L-P۲棩 was last updated at 2024-11-04 -2024-11-19 17:01:46,979 - my_logger - INFO - Column L-P۲棩 was last updated at 2024-11-04 -2024-11-19 17:01:46,982 - my_logger - INFO - Column PP󣨻 was last updated at 2024-11-15 -2024-11-19 17:01:46,982 - my_logger - INFO - Column PP󣨻 was last updated at 2024-11-15 -2024-11-19 17:01:46,984 - my_logger - INFO - Column ɱϩƾ۱ϩ󣨻 was last updated at 2024-11-18 -2024-11-19 17:01:46,984 - my_logger - INFO - Column ɱϩƾ۱ϩ󣨻 was last updated at 2024-11-18 -2024-11-19 17:01:46,988 - my_logger - INFO - Column PPУ was last updated at 2024-11-18 -2024-11-19 17:01:46,988 - my_logger - INFO - Column PPУ was last updated at 2024-11-18 -2024-11-19 17:01:46,990 - my_logger - INFO - Column 9-1²PP was last updated at 2024-11-04 -2024-11-19 17:01:46,990 - my_logger - INFO - Column 9-1²PP was last updated at 2024-11-04 -2024-11-19 17:01:46,993 - my_logger - INFO - Column 5-9²PP was last updated at 2024-11-04 -2024-11-19 17:01:46,993 - my_logger - INFO - Column 5-9²PP was last updated at 2024-11-04 -2024-11-19 17:01:46,995 - my_logger - INFO - Column 1-5²PP was last updated at 2024-11-04 -2024-11-19 17:01:46,995 - my_logger - INFO - Column 1-5²PP was last updated at 2024-11-04 -2024-11-19 17:01:46,998 - my_logger - INFO - Column PDHPP󣨻ָ was last updated at 2024-11-13 -2024-11-19 17:01:46,998 - my_logger - INFO - Column PDHPP󣨻ָ was last updated at 2024-11-13 -2024-11-19 17:01:47,001 - my_logger - INFO - Column PDHPP󣨻 was last updated at 2024-11-13 -2024-11-19 17:01:47,001 - my_logger - INFO - Column PDHPP󣨻 was last updated at 2024-11-13 -2024-11-19 17:01:47,004 - my_logger - INFO - Column PDHPP󣨻ϣ was last updated at 2024-11-13 -2024-11-19 17:01:47,004 - my_logger - INFO - Column PDHPP󣨻ϣ was last updated at 2024-11-13 -2024-11-19 17:01:47,007 - my_logger - INFO - Column ˿۲- was last updated at 2024-11-18 -2024-11-19 17:01:47,007 - my_logger - INFO - Column ˿۲- was last updated at 2024-11-18 -2024-11-19 17:01:47,009 - my_logger - INFO - Column ˿۲- was last updated at 2024-11-18 -2024-11-19 17:01:47,009 - my_logger - INFO - Column ˿۲- was last updated at 2024-11-18 -2024-11-19 17:01:47,011 - my_logger - INFO - Column ˿۲- was last updated at 2024-11-18 -2024-11-19 17:01:47,011 - my_logger - INFO - Column ˿۲- was last updated at 2024-11-18 -2024-11-19 17:01:47,014 - my_logger - INFO - Column ۹-˿۲ϣ was last updated at 2024-11-18 -2024-11-19 17:01:47,014 - my_logger - INFO - Column ۹-˿۲ϣ was last updated at 2024-11-18 -2024-11-19 17:01:47,017 - my_logger - INFO - Column -˿۲ was last updated at 2024-11-18 -2024-11-19 17:01:47,017 - my_logger - INFO - Column -˿۲ was last updated at 2024-11-18 -2024-11-19 17:01:47,020 - my_logger - INFO - Column ͸-˿۲ was last updated at 2024-11-18 -2024-11-19 17:01:47,020 - my_logger - INFO - Column ͸-˿۲ was last updated at 2024-11-18 -2024-11-19 17:01:47,023 - my_logger - INFO - Column ͸-˿۲ was last updated at 2024-11-18 -2024-11-19 17:01:47,023 - my_logger - INFO - Column ͸-˿۲ was last updated at 2024-11-18 -2024-11-19 17:01:47,025 - my_logger - INFO - Column ͸-PP棨 was last updated at 2024-11-18 -2024-11-19 17:01:47,025 - my_logger - INFO - Column ͸-PP棨 was last updated at 2024-11-18 -2024-11-19 17:01:47,028 - my_logger - INFO - Column ͸-PP۲ was last updated at 2024-11-04 -2024-11-19 17:01:47,028 - my_logger - INFO - Column ͸-PP۲ was last updated at 2024-11-04 -2024-11-19 17:01:47,030 - my_logger - INFO - Column PP-3MA۲棩 was last updated at 2024-11-04 -2024-11-19 17:01:47,030 - my_logger - INFO - Column PP-3MA۲棩 was last updated at 2024-11-04 -2024-11-19 17:01:47,033 - my_logger - INFO - Column LPG-PP۲棩 was last updated at 2024-11-04 -2024-11-19 17:01:47,033 - my_logger - INFO - Column LPG-PP۲棩 was last updated at 2024-11-04 -2024-11-19 17:01:47,037 - my_logger - INFO - Column -PP۲棩 was last updated at 2024-11-04 -2024-11-19 17:01:47,037 - my_logger - INFO - Column -PP۲棩 was last updated at 2024-11-04 -2024-11-19 17:01:47,040 - my_logger - INFO - Column ɱϩƾ۱ϩɽ was last updated at 2024-11-18 -2024-11-19 17:01:47,040 - my_logger - INFO - Column ɱϩƾ۱ϩɽ was last updated at 2024-11-18 -2024-11-19 17:01:47,043 - my_logger - INFO - Column ۱ϩֻۼ۸񣨻ϣ was last updated at 2024-09-19 -2024-11-19 17:01:47,043 - my_logger - INFO - Column ۱ϩֻۼ۸񣨻ϣ was last updated at 2024-09-19 -2024-11-19 17:01:47,046 - my_logger - INFO - Column ۱ϩƷ۲˿ was last updated at 2024-09-19 -2024-11-19 17:01:47,046 - my_logger - INFO - Column ۱ϩƷ۲˿ was last updated at 2024-09-19 -2024-11-19 17:01:47,048 - my_logger - INFO - Column PP was last updated at 2024-06-20 -2024-11-19 17:01:47,048 - my_logger - INFO - Column PP was last updated at 2024-06-20 -2024-11-19 17:01:47,051 - my_logger - INFO - Column L-P۲ was last updated at 2024-11-04 -2024-11-19 17:01:47,051 - my_logger - INFO - Column L-P۲ was last updated at 2024-11-04 -2024-11-19 17:01:47,054 - my_logger - INFO - Column PPֻ-ϩ۲ɽ was last updated at 2024-11-15 -2024-11-19 17:01:47,054 - my_logger - INFO - Column PPֻ-ϩ۲ɽ was last updated at 2024-11-15 -2024-11-19 17:01:47,056 - my_logger - INFO - Column ϩͿͬ was last updated at 2024-11-18 -2024-11-19 17:01:47,056 - my_logger - INFO - Column ϩͿͬ was last updated at 2024-11-18 -2024-11-19 17:01:47,058 - my_logger - INFO - Column PP˿ĩ棨ܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,058 - my_logger - INFO - Column PP˿ĩ棨ܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,061 - my_logger - INFO - Column PPĩ/ݸۣܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,061 - my_logger - INFO - Column PPĩ/ݸۣܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,063 - my_logger - INFO - Column PPĩ/ۣܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,063 - my_logger - INFO - Column PPĩ/ۣܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,066 - my_logger - INFO - Column PPĩ棺ൺۣܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,066 - my_logger - INFO - Column PPĩ棺ൺۣܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,069 - my_logger - INFO - Column PPĩ/Ϻۣܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,069 - my_logger - INFO - Column PPĩ/Ϻۣܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,071 - my_logger - INFO - Column PPĩ/ۣܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,071 - my_logger - INFO - Column PPĩ/ۣܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,074 - my_logger - INFO - Column PPĩ/Ÿۣܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,074 - my_logger - INFO - Column PPĩ/Ÿۣܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,077 - my_logger - INFO - Column PPͰ/棨ܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,077 - my_logger - INFO - Column PPͰ/棨ܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,080 - my_logger - INFO - Column PPó̿()ͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,080 - my_logger - INFO - Column PPó̿()ͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,082 - my_logger - INFO - Column BOPPԭϿ+Ʒ was last updated at 2024-11-15 -2024-11-19 17:01:47,082 - my_logger - INFO - Column BOPPԭϿ+Ʒ was last updated at 2024-11-15 -2024-11-19 17:01:47,086 - my_logger - INFO - Column PPܶܿ was last updated at 2024-11-15 -2024-11-19 17:01:47,086 - my_logger - INFO - Column PPܶܿ was last updated at 2024-11-15 -2024-11-19 17:01:47,089 - my_logger - INFO - Column йBOPPԭϿͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,089 - my_logger - INFO - Column йBOPPԭϿͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,091 - my_logger - INFO - Column PP(PDH)(3Y) was last updated at 2024-11-15 -2024-11-19 17:01:47,091 - my_logger - INFO - Column PP(PDH)(3Y) was last updated at 2024-11-15 -2024-11-19 17:01:47,094 - my_logger - INFO - Column йBOPPܶȲƷT was last updated at 2024-11-01 -2024-11-19 17:01:47,094 - my_logger - INFO - Column йBOPPܶȲƷT was last updated at 2024-11-01 -2024-11-19 17:01:47,097 - my_logger - INFO - Column йBOPPܶԭϿT was last updated at 2024-11-01 -2024-11-19 17:01:47,097 - my_logger - INFO - Column йBOPPܶԭϿT was last updated at 2024-11-01 -2024-11-19 17:01:47,100 - my_logger - INFO - Column йPPҵܶȿ was last updated at 2024-11-01 -2024-11-19 17:01:47,100 - my_logger - INFO - Column йPPҵܶȿ was last updated at 2024-11-01 -2024-11-19 17:01:47,103 - my_logger - INFO - Column ϩͿ1000ٷλ was last updated at 2024-11-18 -2024-11-19 17:01:47,103 - my_logger - INFO - Column ϩͿ1000ٷλ was last updated at 2024-11-18 -2024-11-19 17:01:47,105 - my_logger - INFO - Column йPPۿĩ was last updated at 2024-11-15 -2024-11-19 17:01:47,105 - my_logger - INFO - Column йPPۿĩ was last updated at 2024-11-15 -2024-11-19 17:01:47,108 - my_logger - INFO - Column ϩͿ was last updated at 2024-11-18 -2024-11-19 17:01:47,108 - my_logger - INFO - Column ϩͿ was last updated at 2024-11-18 -2024-11-19 17:01:47,110 - my_logger - INFO - Column PPϿ棨֣仯 was last updated at 2024-11-15 -2024-11-19 17:01:47,110 - my_logger - INFO - Column PPϿ棨֣仯 was last updated at 2024-11-15 -2024-11-19 17:01:47,113 - my_logger - INFO - Column PPó̿() was last updated at 2024-11-15 -2024-11-19 17:01:47,113 - my_logger - INFO - Column PPó̿() was last updated at 2024-11-15 -2024-11-19 17:01:47,115 - my_logger - INFO - Column PPԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:47,115 - my_logger - INFO - Column PPԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:47,117 - my_logger - INFO - Column ܱԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:47,117 - my_logger - INFO - Column ܱԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:47,119 - my_logger - INFO - Column PP+úƿ was last updated at 2024-11-15 -2024-11-19 17:01:47,119 - my_logger - INFO - Column PP+úƿ was last updated at 2024-11-15 -2024-11-19 17:01:47,122 - my_logger - INFO - Column PP+PDH was last updated at 2024-11-15 -2024-11-19 17:01:47,122 - my_logger - INFO - Column PP+PDH was last updated at 2024-11-15 -2024-11-19 17:01:47,125 - my_logger - INFO - Column PP棨úƣ was last updated at 2024-11-15 -2024-11-19 17:01:47,125 - my_logger - INFO - Column PP棨úƣ was last updated at 2024-11-15 -2024-11-19 17:01:47,128 - my_logger - INFO - Column PP (ط) was last updated at 2024-11-15 -2024-11-19 17:01:47,128 - my_logger - INFO - Column PP (ط) was last updated at 2024-11-15 -2024-11-19 17:01:47,131 - my_logger - INFO - Column PPο棨+ú+PDH+ط was last updated at 2024-11-15 -2024-11-19 17:01:47,131 - my_logger - INFO - Column PPο棨+ú+PDH+ط was last updated at 2024-11-15 -2024-11-19 17:01:47,134 - my_logger - INFO - Column йCPPԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:47,134 - my_logger - INFO - Column йCPPԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:47,137 - my_logger - INFO - Column йCPPƷ was last updated at 2024-11-15 -2024-11-19 17:01:47,137 - my_logger - INFO - Column йCPPƷ was last updated at 2024-11-15 -2024-11-19 17:01:47,139 - my_logger - INFO - Column йCPPƷ was last updated at 2024-11-15 -2024-11-19 17:01:47,139 - my_logger - INFO - Column йCPPƷ was last updated at 2024-11-15 -2024-11-19 17:01:47,142 - my_logger - INFO - Column PPԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:47,142 - my_logger - INFO - Column PPԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:47,145 - my_logger - INFO - Column PP(PDH) was last updated at 2024-11-15 -2024-11-19 17:01:47,145 - my_logger - INFO - Column PP(PDH) was last updated at 2024-11-15 -2024-11-19 17:01:47,148 - my_logger - INFO - Column PPο(+ú+PDH was last updated at 2024-11-15 -2024-11-19 17:01:47,148 - my_logger - INFO - Column PPο(+ú+PDH was last updated at 2024-11-15 -2024-11-19 17:01:47,151 - my_logger - INFO - Column PPϿ was last updated at 2024-11-15 -2024-11-19 17:01:47,151 - my_logger - INFO - Column PPϿ was last updated at 2024-11-15 -2024-11-19 17:01:47,153 - my_logger - INFO - Column йBOPPԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:47,153 - my_logger - INFO - Column йBOPPԭϿ was last updated at 2024-11-15 -2024-11-19 17:01:47,156 - my_logger - INFO - Column BOPP-Ʒ¡ڣ was last updated at 2024-11-15 -2024-11-19 17:01:47,156 - my_logger - INFO - Column BOPP-Ʒ¡ڣ was last updated at 2024-11-15 -2024-11-19 17:01:47,160 - my_logger - INFO - Column ۱ϩ was last updated at 2024-10-24 -2024-11-19 17:01:47,160 - my_logger - INFO - Column ۱ϩ was last updated at 2024-10-24 -2024-11-19 17:01:47,163 - my_logger - INFO - Column ۱ϩ was last updated at 2024-10-24 -2024-11-19 17:01:47,163 - my_logger - INFO - Column ۱ϩ was last updated at 2024-10-24 -2024-11-19 17:01:47,165 - my_logger - INFO - Column PPʧ/꣩ was last updated at 2024-11-14 -2024-11-19 17:01:47,165 - my_logger - INFO - Column PPʧ/꣩ was last updated at 2024-11-14 -2024-11-19 17:01:47,169 - my_logger - INFO - Column PPնȲ1000ٷλ was last updated at 2024-11-14 -2024-11-19 17:01:47,169 - my_logger - INFO - Column PPնȲ1000ٷλ was last updated at 2024-11-14 -2024-11-19 17:01:47,171 - my_logger - INFO - Column BOPP(¡)ͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,171 - my_logger - INFO - Column BOPP(¡)ͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,174 - my_logger - INFO - Column PPۺϿ/2WMA was last updated at 2024-11-15 -2024-11-19 17:01:47,174 - my_logger - INFO - Column PPۺϿ/2WMA was last updated at 2024-11-15 -2024-11-19 17:01:47,176 - my_logger - INFO - Column PP/2WMA was last updated at 2024-11-14 -2024-11-19 17:01:47,176 - my_logger - INFO - Column PP/2WMA was last updated at 2024-11-14 -2024-11-19 17:01:47,179 - my_logger - INFO - Column PPۺϿͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,179 - my_logger - INFO - Column PPۺϿͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,182 - my_logger - INFO - Column PPܶȲ/4WMA was last updated at 2024-11-15 -2024-11-19 17:01:47,182 - my_logger - INFO - Column PPܶȲ/4WMA was last updated at 2024-11-15 -2024-11-19 17:01:47,184 - my_logger - INFO - Column PPͬ was last updated at 2024-11-14 -2024-11-19 17:01:47,184 - my_logger - INFO - Column PPͬ was last updated at 2024-11-14 -2024-11-19 17:01:47,187 - my_logger - INFO - Column PPնȿ was last updated at 2024-11-14 -2024-11-19 17:01:47,187 - my_logger - INFO - Column PPնȿ was last updated at 2024-11-14 -2024-11-19 17:01:47,190 - my_logger - INFO - Column PPۼ޼ܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,190 - my_logger - INFO - Column PPۼ޼ܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,193 - my_logger - INFO - Column PP۲/йգ was last updated at 2024-11-14 -2024-11-19 17:01:47,193 - my_logger - INFO - Column PP۲/йգ was last updated at 2024-11-14 -2024-11-19 17:01:47,196 - my_logger - INFO - Column PPܶȲͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,196 - my_logger - INFO - Column PPܶȲͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,199 - my_logger - INFO - Column PPնƲ was last updated at 2023-08-30 -2024-11-19 17:01:47,199 - my_logger - INFO - Column PPնƲ was last updated at 2023-08-30 -2024-11-19 17:01:47,202 - my_logger - INFO - Column PP޼գ was last updated at 2024-11-14 -2024-11-19 17:01:47,202 - my_logger - INFO - Column PP޼գ was last updated at 2024-11-14 -2024-11-19 17:01:47,205 - my_logger - INFO - Column PP//գ was last updated at 2024-11-14 -2024-11-19 17:01:47,205 - my_logger - INFO - Column PP//գ was last updated at 2024-11-14 -2024-11-19 17:01:47,207 - my_logger - INFO - Column PP/գ was last updated at 2024-11-14 -2024-11-19 17:01:47,207 - my_logger - INFO - Column PP/գ was last updated at 2024-11-14 -2024-11-19 17:01:47,210 - my_logger - INFO - Column PP/գ was last updated at 2024-11-14 -2024-11-19 17:01:47,210 - my_logger - INFO - Column PP/գ was last updated at 2024-11-14 -2024-11-19 17:01:47,213 - my_logger - INFO - Column PP/ϵգ was last updated at 2024-11-14 -2024-11-19 17:01:47,213 - my_logger - INFO - Column PP/ϵգ was last updated at 2024-11-14 -2024-11-19 17:01:47,215 - my_logger - INFO - Column PP/еգ was last updated at 2024-11-14 -2024-11-19 17:01:47,215 - my_logger - INFO - Column PP/еգ was last updated at 2024-11-14 -2024-11-19 17:01:47,218 - my_logger - INFO - Column PP/գ was last updated at 2024-11-14 -2024-11-19 17:01:47,218 - my_logger - INFO - Column PP/գ was last updated at 2024-11-14 -2024-11-19 17:01:47,221 - my_logger - INFO - Column PP/ϵգ was last updated at 2024-11-14 -2024-11-19 17:01:47,221 - my_logger - INFO - Column PP/ϵգ was last updated at 2024-11-14 -2024-11-19 17:01:47,224 - my_logger - INFO - Column PPܶȲ was last updated at 2024-11-15 -2024-11-19 17:01:47,224 - my_logger - INFO - Column PPܶȲ was last updated at 2024-11-15 -2024-11-19 17:01:47,227 - my_logger - INFO - Column PPܶȿ was last updated at 2024-11-15 -2024-11-19 17:01:47,227 - my_logger - INFO - Column PPܶȿ was last updated at 2024-11-15 -2024-11-19 17:01:47,230 - my_logger - INFO - Column PPղ/PEղ was last updated at 2024-11-14 -2024-11-19 17:01:47,230 - my_logger - INFO - Column PPղ/PEղ was last updated at 2024-11-14 -2024-11-19 17:01:47,233 - my_logger - INFO - Column PPο/PEο was last updated at 2024-11-15 -2024-11-19 17:01:47,233 - my_logger - INFO - Column PPο/PEο was last updated at 2024-11-15 -2024-11-19 17:01:47,235 - my_logger - INFO - Column PPϲ()7DMA was last updated at 2024-11-14 -2024-11-19 17:01:47,235 - my_logger - INFO - Column PPϲ()7DMA was last updated at 2024-11-14 -2024-11-19 17:01:47,239 - my_logger - INFO - Column PPܲĿͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,239 - my_logger - INFO - Column PPܲĿͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,241 - my_logger - INFO - Column PP޷IJͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,241 - my_logger - INFO - Column PP޷IJͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,244 - my_logger - INFO - Column PPնȲMTO+CTO+PDH was last updated at 2023-10-04 -2024-11-19 17:01:47,244 - my_logger - INFO - Column PPնȲMTO+CTO+PDH was last updated at 2023-10-04 -2024-11-19 17:01:47,246 - my_logger - INFO - Column PPնȲ+ϣ was last updated at 2024-11-14 -2024-11-19 17:01:47,246 - my_logger - INFO - Column PPնȲ+ϣ was last updated at 2024-11-14 -2024-11-19 17:01:47,248 - my_logger - INFO - Column PPۺϿ/3곬 was last updated at 2024-11-15 -2024-11-19 17:01:47,248 - my_logger - INFO - Column PPۺϿ/3곬 was last updated at 2024-11-15 -2024-11-19 17:01:47,252 - my_logger - INFO - Column йPPܶȿ was last updated at 2024-11-01 -2024-11-19 17:01:47,252 - my_logger - INFO - Column йPPܶȿ was last updated at 2024-11-01 -2024-11-19 17:01:47,255 - my_logger - INFO - Column PP޷IJë was last updated at 2024-11-14 -2024-11-19 17:01:47,255 - my_logger - INFO - Column PP޷IJë was last updated at 2024-11-14 -2024-11-19 17:01:47,257 - my_logger - INFO - Column йPPܶȿͬ was last updated at 2024-11-01 -2024-11-19 17:01:47,257 - my_logger - INFO - Column йPPܶȿͬ was last updated at 2024-11-01 -2024-11-19 17:01:47,259 - my_logger - INFO - Column PPϿʣ4WMA was last updated at 2024-11-15 -2024-11-19 17:01:47,259 - my_logger - INFO - Column PPϿʣ4WMA was last updated at 2024-11-15 -2024-11-19 17:01:47,262 - my_logger - INFO - Column PP޼ was last updated at 2024-11-15 -2024-11-19 17:01:47,262 - my_logger - INFO - Column PP޼ was last updated at 2024-11-15 -2024-11-19 17:01:47,266 - my_logger - INFO - Column PPۺϿʣע&CPP was last updated at 2024-11-15 -2024-11-19 17:01:47,266 - my_logger - INFO - Column PPۺϿʣע&CPP was last updated at 2024-11-15 -2024-11-19 17:01:47,268 - my_logger - INFO - Column BOPPͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,268 - my_logger - INFO - Column BOPPͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,272 - my_logger - INFO - Column PPնȲ7DMA was last updated at 2024-11-14 -2024-11-19 17:01:47,272 - my_logger - INFO - Column PPնȲ7DMA was last updated at 2024-11-14 -2024-11-19 17:01:47,275 - my_logger - INFO - Column BOPPʣ4WMA was last updated at 2024-11-15 -2024-11-19 17:01:47,275 - my_logger - INFO - Column BOPPʣ4WMA was last updated at 2024-11-15 -2024-11-19 17:01:47,277 - my_logger - INFO - Column PPϿ was last updated at 2024-11-15 -2024-11-19 17:01:47,277 - my_logger - INFO - Column PPϿ was last updated at 2024-11-15 -2024-11-19 17:01:47,280 - my_logger - INFO - Column PPܶȼ was last updated at 2024-11-15 -2024-11-19 17:01:47,280 - my_logger - INFO - Column PPܶȼ was last updated at 2024-11-15 -2024-11-19 17:01:47,282 - my_logger - INFO - Column PPܶȲƵ was last updated at 2024-11-19 -2024-11-19 17:01:47,282 - my_logger - INFO - Column PPܶȲƵ was last updated at 2024-11-19 -2024-11-19 17:01:47,285 - my_logger - INFO - Column PP/7DMA was last updated at 2024-11-14 -2024-11-19 17:01:47,285 - my_logger - INFO - Column PP/7DMA was last updated at 2024-11-14 -2024-11-19 17:01:47,288 - my_logger - INFO - Column PPնȲͬ was last updated at 2024-11-14 -2024-11-19 17:01:47,288 - my_logger - INFO - Column PPնȲͬ was last updated at 2024-11-14 -2024-11-19 17:01:47,291 - my_logger - INFO - Column PPնȲͬ was last updated at 2024-11-14 -2024-11-19 17:01:47,291 - my_logger - INFO - Column PPնȲͬ was last updated at 2024-11-14 -2024-11-19 17:01:47,293 - my_logger - INFO - Column PPնȲ was last updated at 2024-11-14 -2024-11-19 17:01:47,293 - my_logger - INFO - Column PPնȲ was last updated at 2024-11-14 -2024-11-19 17:01:47,297 - my_logger - INFO - Column PPܶȲܻ was last updated at 2024-11-15 -2024-11-19 17:01:47,297 - my_logger - INFO - Column PPܶȲܻ was last updated at 2024-11-15 -2024-11-19 17:01:47,299 - my_logger - INFO - Column PPܶȲͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,299 - my_logger - INFO - Column PPܶȲͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,302 - my_logger - INFO - Column PPʣ1MMA was last updated at 2024-11-14 -2024-11-19 17:01:47,302 - my_logger - INFO - Column PPʣ1MMA was last updated at 2024-11-14 -2024-11-19 17:01:47,305 - my_logger - INFO - Column PPնȲ1MMA was last updated at 2024-11-14 -2024-11-19 17:01:47,305 - my_logger - INFO - Column PPնȲ1MMA was last updated at 2024-11-14 -2024-11-19 17:01:47,307 - my_logger - INFO - Column PPնȲ was last updated at 2024-11-14 -2024-11-19 17:01:47,307 - my_logger - INFO - Column PPնȲ was last updated at 2024-11-14 -2024-11-19 17:01:47,309 - my_logger - INFO - Column PP˿йգ was last updated at 2024-11-18 -2024-11-19 17:01:47,309 - my_logger - INFO - Column PP˿йգ was last updated at 2024-11-18 -2024-11-19 17:01:47,312 - my_logger - INFO - Column PPעܣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,312 - my_logger - INFO - Column PPעܣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,314 - my_logger - INFO - Column PP۹ۣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,314 - my_logger - INFO - Column PP۹ۣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,317 - my_logger - INFO - Column PP۹ۣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,317 - my_logger - INFO - Column PP۹ۣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,319 - my_logger - INFO - Column PP۹ۣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,319 - my_logger - INFO - Column PP۹ۣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,322 - my_logger - INFO - Column PP޹湲ۣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,322 - my_logger - INFO - Column PP޹湲ۣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,325 - my_logger - INFO - Column PPάйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,325 - my_logger - INFO - Column PPάйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,328 - my_logger - INFO - Column PPעܣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,328 - my_logger - INFO - Column PPעܣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,331 - my_logger - INFO - Column PPͣӰйգ was last updated at 2024-03-28 -2024-11-19 17:01:47,331 - my_logger - INFO - Column PPͣӰйգ was last updated at 2024-03-28 -2024-11-19 17:01:47,334 - my_logger - INFO - Column PP͸йգ was last updated at 2024-11-18 -2024-11-19 17:01:47,334 - my_logger - INFO - Column PP͸йգ was last updated at 2024-11-18 -2024-11-19 17:01:47,336 - my_logger - INFO - Column PPͿϣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,336 - my_logger - INFO - Column PPͿϣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,339 - my_logger - INFO - Column PPάйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,339 - my_logger - INFO - Column PPάйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,342 - my_logger - INFO - Column ˮܣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,342 - my_logger - INFO - Column ˮܣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,345 - my_logger - INFO - Column CPPԪĤйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,345 - my_logger - INFO - Column CPPԪĤйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,348 - my_logger - INFO - Column CPPۣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,348 - my_logger - INFO - Column CPPۣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,350 - my_logger - INFO - Column CPPԪ۱Ĥйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,350 - my_logger - INFO - Column CPPԪ۱Ĥйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,353 - my_logger - INFO - Column ˮܣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,353 - my_logger - INFO - Column ˮܣйգ was last updated at 2024-11-18 -2024-11-19 17:01:47,356 - my_logger - INFO - Column BOPP󣨻 was last updated at 2024-11-18 -2024-11-19 17:01:47,356 - my_logger - INFO - Column BOPP󣨻 was last updated at 2024-11-18 -2024-11-19 17:01:47,358 - my_logger - INFO - Column PPγƷ was last updated at 2024-11-15 -2024-11-19 17:01:47,358 - my_logger - INFO - Column PPγƷ was last updated at 2024-11-15 -2024-11-19 17:01:47,361 - my_logger - INFO - Column PPζ was last updated at 2024-11-15 -2024-11-19 17:01:47,361 - my_logger - INFO - Column PPζ was last updated at 2024-11-15 -2024-11-19 17:01:47,363 - my_logger - INFO - Column йBOPPͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,363 - my_logger - INFO - Column йBOPPͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,366 - my_logger - INFO - Column йBOPP/4WMA was last updated at 2024-11-15 -2024-11-19 17:01:47,366 - my_logger - INFO - Column йBOPP/4WMA was last updated at 2024-11-15 -2024-11-19 17:01:47,368 - my_logger - INFO - Column BOPP깤ܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,368 - my_logger - INFO - Column BOPP깤ܣ was last updated at 2024-11-15 -2024-11-19 17:01:47,372 - my_logger - INFO - Column BOPPն¶T was last updated at 2024-11-05 -2024-11-19 17:01:47,372 - my_logger - INFO - Column BOPPն¶T was last updated at 2024-11-05 -2024-11-19 17:01:47,375 - my_logger - INFO - Column BOPP¶7DMA was last updated at 2024-11-05 -2024-11-19 17:01:47,375 - my_logger - INFO - Column BOPP¶7DMA was last updated at 2024-11-05 -2024-11-19 17:01:47,377 - my_logger - INFO - Column йPPܶɽ was last updated at 2024-11-01 -2024-11-19 17:01:47,377 - my_logger - INFO - Column йPPܶɽ was last updated at 2024-11-01 -2024-11-19 17:01:47,381 - my_logger - INFO - Column BOPPʳ/3 was last updated at 2024-11-15 -2024-11-19 17:01:47,381 - my_logger - INFO - Column BOPPʳ/3 was last updated at 2024-11-15 -2024-11-19 17:01:47,383 - my_logger - INFO - Column йBOPPƷͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,383 - my_logger - INFO - Column йBOPPƷͬ was last updated at 2024-11-15 -2024-11-19 17:01:47,386 - my_logger - INFO - Column йCPP was last updated at 2024-11-15 -2024-11-19 17:01:47,386 - my_logger - INFO - Column йCPP was last updated at 2024-11-15 -2024-11-19 17:01:47,388 - my_logger - INFO - Column BOPPƵ was last updated at 2024-11-19 -2024-11-19 17:01:47,388 - my_logger - INFO - Column BOPPƵ was last updated at 2024-11-19 -2024-11-19 17:01:47,391 - my_logger - INFO - Column BOPP -Ʒ was last updated at 2024-11-15 -2024-11-19 17:01:47,391 - my_logger - INFO - Column BOPP -Ʒ was last updated at 2024-11-15 -2024-11-19 17:01:47,394 - my_logger - INFO - Column йгƽۣBOPPĤ was last updated at 2024-11-17 -2024-11-19 17:01:47,394 - my_logger - INFO - Column йгƽۣBOPPĤ was last updated at 2024-11-17 -2024-11-19 17:01:47,397 - my_logger - INFO - Column LMEͭ was last updated at 2024-11-15 -2024-11-19 17:01:47,397 - my_logger - INFO - Column LMEͭ was last updated at 2024-11-15 -2024-11-19 17:01:47,399 - my_logger - INFO - Column ƽ1Լ was last updated at 2024-11-18 -2024-11-19 17:01:47,399 - my_logger - INFO - Column ƽ1Լ was last updated at 2024-11-18 -2024-11-19 17:01:47,401 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-18 -2024-11-19 17:01:47,401 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-18 -2024-11-19 17:01:47,404 - my_logger - INFO - Column Ԫָ was last updated at 2024-11-18 -2024-11-19 17:01:47,404 - my_logger - INFO - Column Ԫָ was last updated at 2024-11-18 -2024-11-19 17:01:47,407 - my_logger - INFO - Column ״³ϼ۸ was last updated at 2024-11-18 -2024-11-19 17:01:47,407 - my_logger - INFO - Column ״³ϼ۸ was last updated at 2024-11-18 -2024-11-19 17:01:47,410 - my_logger - INFO - Column ״ָ̫ۿڼ۸ was last updated at 2024-11-14 -2024-11-19 17:01:47,410 - my_logger - INFO - Column ״ָ̫ۿڼ۸ was last updated at 2024-11-14 -2024-11-19 17:01:47,412 - my_logger - INFO - Column ɽϩ was last updated at 2024-11-18 -2024-11-19 17:01:47,412 - my_logger - INFO - Column ɽϩ was last updated at 2024-11-18 -2024-11-19 17:01:47,414 - my_logger - INFO - Column 飨ɽ was last updated at 2024-11-04 -2024-11-19 17:01:47,414 - my_logger - INFO - Column 飨ɽ was last updated at 2024-11-04 -2024-11-19 17:01:47,416 - my_logger - INFO - Column FEI M1 was last updated at 2024-11-18 -2024-11-19 17:01:47,416 - my_logger - INFO - Column FEI M1 was last updated at 2024-11-18 -2024-11-19 17:01:47,418 - my_logger - INFO - Column ڰһ was last updated at 2024-11-18 -2024-11-19 17:01:47,418 - my_logger - INFO - Column ڰһ was last updated at 2024-11-18 -2024-11-19 17:01:47,421 - my_logger - INFO - Column ϻҵƷָ was last updated at 2024-11-18 -2024-11-19 17:01:47,421 - my_logger - INFO - Column ϻҵƷָ was last updated at 2024-11-18 -2024-11-19 17:01:47,423 - my_logger - INFO - Column PVCڻ was last updated at 2024-11-18 -2024-11-19 17:01:47,423 - my_logger - INFO - Column PVCڻ was last updated at 2024-11-18 -2024-11-19 17:01:47,425 - my_logger - INFO - Column PEڻ̼ was last updated at 2024-11-04 -2024-11-19 17:01:47,425 - my_logger - INFO - Column PEڻ̼ was last updated at 2024-11-04 -2024-11-19 17:01:47,428 - my_logger - INFO - Column PP-1 was last updated at 2024-11-04 -2024-11-19 17:01:47,428 - my_logger - INFO - Column PP-1 was last updated at 2024-11-04 -2024-11-19 17:01:47,431 - my_logger - INFO - Column PP-5 was last updated at 2024-11-04 -2024-11-19 17:01:47,431 - my_logger - INFO - Column PP-5 was last updated at 2024-11-04 -2024-11-19 17:01:47,433 - my_logger - INFO - Column PP-9 was last updated at 2024-11-04 -2024-11-19 17:01:47,433 - my_logger - INFO - Column PP-9 was last updated at 2024-11-04 -2024-11-19 17:03:55,900 - my_logger - INFO - etaȡ... -2024-11-19 17:03:56,533 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ -2024-11-19 17:03:56,764 - my_logger - INFO - ָ :ͳͶʹ::ֵܾ -2024-11-19 17:03:56,944 - my_logger - INFO - ָ :ɽ:ͳͶʹ::ֵܾ -2024-11-19 17:03:57,120 - my_logger - INFO - ָ :īذ:ͳͶʹ::ֵܾ -2024-11-19 17:03:57,299 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ -2024-11-19 17:03:57,484 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ -2024-11-19 17:03:58,396 - my_logger - INFO - ָ йִ/7DMA -2024-11-19 17:03:58,824 - my_logger - INFO - ָ ͱ裨ܶȣ1ܻֵ -2024-11-19 17:03:58,825 - my_logger - INFO - ָ ͱ裨ܶȣ1ܻ -2024-11-19 17:03:59,066 - my_logger - INFO - ָ Ͳܶȣ1ܻ -2024-11-19 17:04:00,220 - my_logger - INFO - ָ ԭܶȱ/4WMA -2024-11-19 17:04:00,220 - my_logger - INFO - ָ Ʒ/4WMA -2024-11-19 17:04:00,221 - my_logger - INFO - ָ Ʒ4ܻ -2024-11-19 17:04:00,437 - my_logger - INFO - ָ ˹/500 -2024-11-19 17:04:00,437 - my_logger - INFO - ָ DOE-Ͳ1ܻ -2024-11-19 17:04:00,438 - my_logger - INFO - ָ DOE-Ͳ1ܻ -2024-11-19 17:04:00,438 - my_logger - INFO - ָ úһܻֵ -2024-11-19 17:04:00,439 - my_logger - INFO - ָ ͱһܻֵ -2024-11-19 17:04:00,439 - my_logger - INFO - ָ ͱһܻֵ -2024-11-19 17:04:00,439 - my_logger - INFO - ָ ŷѲ -2024-11-19 17:04:00,440 - my_logger - INFO - ָ ŷ޲Ѳ -2024-11-19 17:04:00,797 - my_logger - INFO - ָ йӪ1ܻ -2024-11-19 17:04:01,318 - my_logger - INFO - ָ ӵָܻȣ/3WMA -2024-11-19 17:04:01,318 - my_logger - INFO - ָ ԭ1ܻ -2024-11-19 17:04:02,413 - my_logger - INFO - ָ ԭ4ֵܾ -2024-11-19 17:04:03,508 - my_logger - INFO - ָ ڻѲ -2024-11-19 17:04:03,509 - my_logger - INFO - ָ īѲ -2024-11-19 17:04:03,617 - my_logger - INFO - ָ ŦԼ۲Ѳ -2024-11-19 17:04:03,618 - my_logger - INFO - ָ ŷ޲ڻѲ -2024-11-19 17:04:03,618 - my_logger - INFO - ָ ŷѲ -2024-11-19 17:04:03,618 - my_logger - INFO - ָ ¼²Ѳ -2024-11-19 17:04:03,619 - my_logger - INFO - ָ ڻѲ -2024-11-19 17:04:03,619 - my_logger - INFO - ָ īѲ -2024-11-19 17:04:03,619 - my_logger - INFO - ָ ŦԼѲ -2024-11-19 17:04:03,621 - my_logger - INFO - ָ ŷ¹صѲ -2024-11-19 17:04:03,621 - my_logger - INFO - ָ ¼Ѳ -2024-11-19 17:04:06,436 - my_logger - INFO - ָ ú4ƽ -2024-11-19 17:04:08,108 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ/65DMA -2024-11-19 17:04:08,109 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ/65DMA -2024-11-19 17:04:08,109 - my_logger - INFO - ָ HO12ºԼѽ/65DMA -2024-11-19 17:04:08,109 - my_logger - INFO - ָ RBOB12ºԼѽ/65DMA -2024-11-19 17:04:08,111 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ -2024-11-19 17:04:08,111 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ -2024-11-19 17:04:08,112 - my_logger - INFO - ָ HO12ºԼѽ/5DMA -2024-11-19 17:04:08,112 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA -2024-11-19 17:04:12,038 - my_logger - INFO - ָ Brent1Լ۸/2DMA -2024-11-19 17:04:12,039 - my_logger - INFO - ָ Brent1Լ۸/7DMA -2024-11-19 17:04:12,039 - my_logger - INFO - ָ Brent1Լ۸/23DMA -2024-11-19 17:04:12,040 - my_logger - INFO - ָ ԭͿ泬/5ϲв/WTI c1-c6 -2024-11-19 17:04:12,040 - my_logger - INFO - ָ Brent1Լ۸/5DMA -2024-11-19 17:04:12,041 - my_logger - INFO - ָ Brent c1-c2/3 -2024-11-19 17:04:12,041 - my_logger - INFO - ָ PP̼ϲв/ڻ̼ۣԾԭ -2024-11-19 17:04:12,042 - my_logger - INFO - ָ Brent1Լ۸/11DMA -2024-11-19 17:04:12,042 - my_logger - INFO - ָ ɽѽ۲ϲв/ڻۣԾԭ -2024-11-19 17:04:12,042 - my_logger - INFO - ָ ɽѽ۲ϲв/ -2024-11-19 17:04:12,043 - my_logger - INFO - ָ ԭ(йʤ)ϲв/ԭ -2024-11-19 17:04:12,043 - my_logger - INFO - ָ Brent1Լ۸/21DMA -2024-11-19 17:04:12,044 - my_logger - INFO - ָ Brent1Լ۸/14DMA -2024-11-19 17:04:12,045 - my_logger - INFO - ָ Brent1Լ۸/15DMA -2024-11-19 17:04:12,045 - my_logger - INFO - ָ Brent1-12 -2024-11-19 17:04:20,488 - my_logger - INFO - ָ WTI c1-c36 -2024-11-19 17:04:20,490 - my_logger - INFO - ָ WTI c1-c24 -2024-11-19 17:04:20,491 - my_logger - INFO - ָ WTI c1-c12 -2024-11-19 17:04:23,016 - my_logger - INFO - ָ Brent c1-c36 -2024-11-19 17:04:23,017 - my_logger - INFO - ָ Brent c1-c24 -2024-11-19 17:04:23,018 - my_logger - INFO - ָ Brent c1-c12 -2024-11-19 17:04:27,814 - my_logger - INFO - ָ Brent1Լ۸1ջ -2024-11-19 17:04:27,815 - my_logger - INFO - ָ Brent1Լ۸1ջ -2024-11-19 17:04:27,815 - my_logger - INFO - ָ WTI1Լ۸ϲв/500ָ -2024-11-19 17:04:28,254 - my_logger - INFO - ָ Dubai2Լ۸ -2024-11-19 17:04:28,254 - my_logger - INFO - ָ Dubai4Լ۸ -2024-11-19 17:04:28,696 - my_logger - INFO - ָ RBOBڻ2212·ݺԼ۸ -2024-11-19 17:04:28,697 - my_logger - INFO - ָ RBOBڻ2301·ݺԼ۸ -2024-11-19 17:04:28,697 - my_logger - INFO - ָ RBOBڻ2306·ݺԼ۸ -2024-11-19 17:04:30,529 - my_logger - INFO - ָ Dubai7Լ۸ -2024-11-19 17:04:30,530 - my_logger - INFO - ָ Dubai9Լ۸ -2024-11-19 17:04:30,530 - my_logger - INFO - ָ ϰ7-9² -2024-11-19 17:04:31,717 - my_logger - INFO - ָ Brent2 -2024-11-19 17:04:31,717 - my_logger - INFO - ָ WTI2Լ۸ -2024-11-19 17:04:32,539 - my_logger - INFO - ָ WTI4Լ۸ -2024-11-19 17:04:33,387 - my_logger - INFO - ָ Brent4Լ۸ -2024-11-19 17:04:34,828 - my_logger - INFO - ָ WTI7Լ۸ -2024-11-19 17:04:35,075 - my_logger - INFO - ָ WTI12Լ۸ -2024-11-19 17:04:35,401 - my_logger - INFO - ָ 24Լ۸ -2024-11-19 17:04:35,934 - my_logger - INFO - ָ Brent6Լ۸ -2024-11-19 17:04:35,934 - my_logger - INFO - ָ Brent12Լ۸ -2024-11-19 17:04:35,936 - my_logger - INFO - ָ Brent9Լ -2024-11-19 17:04:35,936 - my_logger - INFO - ָ brent3Լ -2024-11-19 17:04:35,937 - my_logger - INFO - ָ Brent5 -2024-11-19 17:04:35,937 - my_logger - INFO - ָ Brent10Լ -2024-11-19 17:04:35,938 - my_logger - INFO - ָ Brent11Լ -2024-11-19 17:04:35,938 - my_logger - INFO - ָ WTI3Լ۸ -2024-11-19 17:04:35,938 - my_logger - INFO - ָ Brent 7Լ۸ -2024-11-19 17:04:35,939 - my_logger - INFO - ָ Brent8Լ۸ -2024-11-19 17:04:35,939 - my_logger - INFO - ָ Brent13 -2024-11-19 17:04:36,587 - my_logger - INFO - ָ ICE Brent c15 -2024-11-19 17:04:36,588 - my_logger - INFO - ָ ICE Brent c16 -2024-11-19 17:04:36,588 - my_logger - INFO - ָ ICE Brent c17 -2024-11-19 17:04:36,589 - my_logger - INFO - ָ ICE Brent c18 -2024-11-19 17:04:36,589 - my_logger - INFO - ָ ICE Brent c19 -2024-11-19 17:04:36,589 - my_logger - INFO - ָ ICE Brent c20 -2024-11-19 17:04:36,865 - my_logger - INFO - ָ ICE Brent c21 -2024-11-19 17:04:36,865 - my_logger - INFO - ָ ICE Brent c22 -2024-11-19 17:04:36,866 - my_logger - INFO - ָ ICE Brent c23 -2024-11-19 17:04:36,866 - my_logger - INFO - ָ ICE Brent c25 -2024-11-19 17:04:36,867 - my_logger - INFO - ָ ICE Brent c26 -2024-11-19 17:04:36,867 - my_logger - INFO - ָ ICE Brent c27 -2024-11-19 17:04:36,867 - my_logger - INFO - ָ ICE Brent c28 -2024-11-19 17:04:36,868 - my_logger - INFO - ָ ICE Brent c29 -2024-11-19 17:04:36,868 - my_logger - INFO - ָ ICE Brent c30 -2024-11-19 17:04:36,870 - my_logger - INFO - ָ ICE Brent c31 -2024-11-19 17:04:36,870 - my_logger - INFO - ָ ICE Brent c32 -2024-11-19 17:04:36,871 - my_logger - INFO - ָ ICE Brent c33 -2024-11-19 17:04:36,871 - my_logger - INFO - ָ ICE Brent c34 -2024-11-19 17:04:36,871 - my_logger - INFO - ָ ICE Brent c35 -2024-11-19 17:04:36,872 - my_logger - INFO - ָ ICE Brent c36 -2024-11-19 17:04:37,730 - my_logger - INFO - ָ NYMWX WTI c6 -2024-11-19 17:04:37,730 - my_logger - INFO - ָ NYMWX WTI c8 -2024-11-19 17:04:37,731 - my_logger - INFO - ָ NYMWX WTI c9 -2024-11-19 17:04:37,731 - my_logger - INFO - ָ NYMWX WTI c10 -2024-11-19 17:04:37,732 - my_logger - INFO - ָ NYMWX WTI c11 -2024-11-19 17:04:37,732 - my_logger - INFO - ָ NYMWX WTI c13 -2024-11-19 17:04:37,733 - my_logger - INFO - ָ NYMWX WTI c14 -2024-11-19 17:04:37,733 - my_logger - INFO - ָ NYMWX WTI c15 -2024-11-19 17:04:37,734 - my_logger - INFO - ָ NYMWX WTI c16 -2024-11-19 17:04:37,734 - my_logger - INFO - ָ NYMWX WTI c17 -2024-11-19 17:04:37,735 - my_logger - INFO - ָ NYMWX WTI c18 -2024-11-19 17:04:37,735 - my_logger - INFO - ָ NYMWX WTI c19 -2024-11-19 17:04:37,736 - my_logger - INFO - ָ NYMWX WTI c20 -2024-11-19 17:04:37,736 - my_logger - INFO - ָ NYMWX WTI c21 -2024-11-19 17:04:37,737 - my_logger - INFO - ָ NYMWX WTI c22 -2024-11-19 17:04:37,737 - my_logger - INFO - ָ NYMWX WTI c23 -2024-11-19 17:04:37,737 - my_logger - INFO - ָ NYMWX WTI c25 -2024-11-19 17:04:37,738 - my_logger - INFO - ָ NYMWX WTI c26 -2024-11-19 17:04:37,738 - my_logger - INFO - ָ NYMWX WTI c27 -2024-11-19 17:04:37,738 - my_logger - INFO - ָ NYMWX WTI c28 -2024-11-19 17:04:37,739 - my_logger - INFO - ָ NYMWX WTI c29 -2024-11-19 17:04:37,739 - my_logger - INFO - ָ NYMWX WTI c30 -2024-11-19 17:04:37,739 - my_logger - INFO - ָ NYMWX WTI c31 -2024-11-19 17:04:37,740 - my_logger - INFO - ָ NYMWX WTI c32 -2024-11-19 17:04:37,740 - my_logger - INFO - ָ NYMWX WTI c33 -2024-11-19 17:04:37,741 - my_logger - INFO - ָ NYMWX WTI c34 -2024-11-19 17:04:37,741 - my_logger - INFO - ָ NYMWX WTI c35 -2024-11-19 17:04:37,742 - my_logger - INFO - ָ NYMWX WTI c36 -2024-11-19 17:04:38,000 - my_logger - INFO - ָ INE SC c2 -2024-11-19 17:04:38,001 - my_logger - INFO - ָ INE SC c3 -2024-11-19 17:04:38,001 - my_logger - INFO - ָ INE SC c4 -2024-11-19 17:04:38,003 - my_logger - INFO - ָ INE SC c5 -2024-11-19 17:04:38,003 - my_logger - INFO - ָ INE SC c6 -2024-11-19 17:04:38,004 - my_logger - INFO - ָ INE SC c7 -2024-11-19 17:04:38,004 - my_logger - INFO - ָ INE SC c8 -2024-11-19 17:04:38,005 - my_logger - INFO - ָ INE SC c9 -2024-11-19 17:04:38,005 - my_logger - INFO - ָ INE SC c10 -2024-11-19 17:04:38,005 - my_logger - INFO - ָ INE SC c11 -2024-11-19 17:04:38,006 - my_logger - INFO - ָ INE SC c12 -2024-11-19 17:04:38,006 - my_logger - INFO - ָ INE SC c13 -2024-11-19 17:04:38,007 - my_logger - INFO - ָ INE SC c14 -2024-11-19 17:04:38,007 - my_logger - INFO - ָ INE SC c15 -2024-11-19 17:04:38,008 - my_logger - INFO - ָ INE SC c16 -2024-11-19 17:04:38,008 - my_logger - INFO - ָ INE SC c17 -2024-11-19 17:04:38,009 - my_logger - INFO - ָ INE SC c18 -2024-11-19 17:04:38,009 - my_logger - INFO - ָ INE SC c19 -2024-11-19 17:04:38,009 - my_logger - INFO - ָ INE SC c20 -2024-11-19 17:04:38,010 - my_logger - INFO - ָ EFS c1 -2024-11-19 17:04:38,010 - my_logger - INFO - ָ EFS c2 -2024-11-19 17:04:38,011 - my_logger - INFO - ָ EFS c3 -2024-11-19 17:04:38,011 - my_logger - INFO - ָ EFS c4 -2024-11-19 17:04:38,012 - my_logger - INFO - ָ EFS c5 -2024-11-19 17:04:38,012 - my_logger - INFO - ָ EFS c6 -2024-11-19 17:04:38,012 - my_logger - INFO - ָ Dubai Swap c15 -2024-11-19 17:04:38,013 - my_logger - INFO - ָ Dubai Swap c16 -2024-11-19 17:04:38,013 - my_logger - INFO - ָ Dubai Swap c17 -2024-11-19 17:04:38,014 - my_logger - INFO - ָ Dubai Swap c18 -2024-11-19 17:04:38,014 - my_logger - INFO - ָ Dubai Swap c19 -2024-11-19 17:04:38,015 - my_logger - INFO - ָ Dubai Swap c20 -2024-11-19 17:04:38,015 - my_logger - INFO - ָ Dubai Swap c21 -2024-11-19 17:04:38,016 - my_logger - INFO - ָ Dubai Swap c22 -2024-11-19 17:04:38,205 - my_logger - INFO - ָ Oman Swap c2 -2024-11-19 17:04:38,206 - my_logger - INFO - ָ Oman Swap c3 -2024-11-19 17:04:38,206 - my_logger - INFO - ָ Oman Swap c4 -2024-11-19 17:04:38,207 - my_logger - INFO - ָ Oman Swap c5 -2024-11-19 17:04:38,207 - my_logger - INFO - ָ Oman Swap c6 -2024-11-19 17:04:38,208 - my_logger - INFO - ָ Oman Swap c7 -2024-11-19 17:04:38,208 - my_logger - INFO - ָ Oman Swap c8 -2024-11-19 17:04:38,208 - my_logger - INFO - ָ Oman Swap c9 -2024-11-19 17:04:38,209 - my_logger - INFO - ָ Oman Swap c10 -2024-11-19 17:04:38,209 - my_logger - INFO - ָ Oman Swap c11 -2024-11-19 17:04:38,210 - 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my_logger - INFO - ָ Murban Futures c3 -2024-11-19 17:04:38,945 - my_logger - INFO - ָ Murban Futures c4 -2024-11-19 17:04:38,945 - my_logger - INFO - ָ Murban Futures c5 -2024-11-19 17:04:38,946 - my_logger - INFO - ָ Murban Futures c6 -2024-11-19 17:04:49,202 - my_logger - INFO - ָ EFS c1-c2 -2024-11-19 17:04:49,203 - my_logger - INFO - ָ TD3C ˷ c1-c2 -2024-11-19 17:04:51,714 - my_logger - INFO - ָ SC c1-c2/7DMA -2024-11-19 17:04:51,865 - my_logger - INFO - ָ Ѳ-Ѳ -2024-11-19 17:04:51,865 - my_logger - INFO - ָ Brent c1-c2 () -2024-11-19 17:04:57,345 - my_logger - INFO - ָ Brent c1-c2 (B) -2024-11-19 17:04:57,609 - my_logger - INFO - ָ WTI c1-c2 (B) -2024-11-19 17:04:57,882 - my_logger - INFO - ָ DME Oman c1 02:30̼Ԥ -2024-11-19 17:04:57,883 - my_logger - INFO - ָ DME Oman c2 02:30̼Ԥ -2024-11-19 17:04:58,346 - my_logger - INFO - ָ Brent1Լ۸/12DMA -2024-11-19 17:05:00,657 - my_logger - INFO - ָ ƷͿ1ܻ -2024-11-19 17:05:00,658 - my_logger - INFO - ָ PADD1ԭͿ1ܻ -2024-11-19 17:05:00,658 - my_logger - 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my_logger - INFO - ָ ŷFCCװü -2024-11-19 17:06:22,636 - my_logger - INFO - ָ ŷFCCװü/7DMA -2024-11-19 17:06:22,637 - my_logger - INFO - ָ ŷѻװü -2024-11-19 17:06:22,637 - my_logger - INFO - ָ ŷѻװü/7DMA -2024-11-19 17:06:22,638 - my_logger - INFO - ָ FCCװü/7DMA -2024-11-19 17:06:22,638 - my_logger - INFO - ָ CDUװü/3 -2024-11-19 17:06:22,639 - my_logger - INFO - ָ йCDU -2024-11-19 17:06:23,132 - my_logger - INFO - ָ ȫװüޣǧͰ/գ -2024-11-19 17:06:23,133 - my_logger - INFO - ָ ȫװüޣǧͰ/գ -2024-11-19 17:06:23,134 - my_logger - INFO - ָ ȫCDUװüޣǧͰ/գ -2024-11-19 17:06:24,207 - my_logger - INFO - ָ ŷCDUװü -2024-11-19 17:06:24,208 - my_logger - INFO - ָ кCDUװü -2024-11-19 17:06:24,208 - my_logger - INFO - ָ ŷCDUװü -2024-11-19 17:06:24,208 - my_logger - INFO - ָ ŷCDUװü -2024-11-19 17:06:29,061 - my_logger - INFO - ָ ԭͻԾ1ܻ -2024-11-19 17:06:30,357 - my_logger - INFO - ָ ҳ͹˾EOG ɼ -2024-11-19 17:06:30,358 - my_logger - INFO - ָ ʯ͹˾ɼ -2024-11-19 17:06:30,359 - my_logger - INFO - ָ Pioneer˾ɼ -2024-11-19 17:06:30,359 - 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INFO - ָ Խ4ƽԭͺ˽ -2024-11-19 17:06:36,181 - my_logger - INFO - ָ ͻ˹̹4ƽԭͺ˽ -2024-11-19 17:06:36,182 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,182 - my_logger - INFO - ָ ô4ƽԭͺ˽ -2024-11-19 17:06:36,183 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,183 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,184 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,184 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,185 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,185 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,186 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,186 - my_logger - INFO - ָ Ӣ4ƽԭͺ˽ -2024-11-19 17:06:36,186 - my_logger - INFO - ָ ϣ4ƽԭͺ˽ -2024-11-19 17:06:36,187 - my_logger - INFO - ָ ¹4ƽԭͺ˽ -2024-11-19 17:06:36,187 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,187 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,188 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,188 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,189 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,189 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,190 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,190 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,191 - my_logger - INFO - ָ Ϸ4ƽԭͺ˽ -2024-11-19 17:06:36,191 - my_logger - INFO - ָ ɫ4ƽԭͺ˽ -2024-11-19 17:06:36,191 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 17:06:36,192 - my_logger - INFO - ָ Ĵ4ƽԭͺ˽ -2024-11-19 17:06:48,395 - my_logger - INFO - ָ ձܶԭͺ˽ -2024-11-19 17:06:50,328 - my_logger - INFO - ָ ж-ܶԭͺ˳/4WMA -2024-11-19 17:06:50,329 - my_logger - INFO - ָ ж-ܶԭͺ˳/4WMA -2024-11-19 17:06:50,329 - my_logger - INFO - ָ ж-ܶԭͺ˳/4WMA -2024-11-19 17:06:50,440 - my_logger - INFO - ָ Kpler-OPECжԭͺ˳/4WMA -2024-11-19 17:06:50,440 - my_logger - INFO - ָ ԭͺ˳/4WMA -2024-11-19 17:06:50,441 - my_logger - INFO - ָ iraq/4WMA -2024-11-19 17:06:50,441 - my_logger - INFO - ָ Venezuela/4WMA -2024-11-19 17:06:50,441 - my_logger - INFO - ָ Kpler-ɳԭͳ/4WMA -2024-11-19 17:06:50,443 - my_logger - INFO - ָ Kpler-OPECԭͺ˳/4WMA -2024-11-19 17:06:50,443 - my_logger - INFO - ָ Kpler-OPEC+ԭͺ˳/4WMA -2024-11-19 17:06:50,444 - my_logger - INFO - ָ Kpler-ɳԭͳ -2024-11-19 17:06:50,444 - my_logger - INFO - ָ Kpler-OPEC+ԭͺ˳ -2024-11-19 17:06:50,445 - my_logger - INFO - ָ Kpler-OPEC+OPECԭͺ˳ -2024-11-19 17:06:50,445 - my_logger - INFO - ָ Kpler-OPECԭͺ˳ -2024-11-19 17:06:50,446 - my_logger - INFO - ָ Kpler-OPECжԭͺ˳ -2024-11-19 17:06:50,446 - my_logger - INFO - ָ Kpler-ԭͺ˳ -2024-11-19 17:06:50,447 - my_logger - INFO - ָ Kpler-ԭͺ˳ -2024-11-19 17:06:50,447 - my_logger - INFO - ָ ԭͺ˳ -2024-11-19 17:06:50,522 - my_logger - INFO - ָ ŷԭͺ˽/4WMA -2024-11-19 17:06:50,523 - my_logger - INFO - ָ ձԭͺ˽ -2024-11-19 17:06:50,523 - my_logger - INFO - ָ ¹ԭͺ˽ -2024-11-19 17:06:50,524 - my_logger - INFO - ָ ŷԭͺ˽ -2024-11-19 17:06:50,524 - my_logger - INFO - ָ ӡԭͺ˽ -2024-11-19 17:06:50,524 - my_logger - INFO - ָ йԭͺ˽ -2024-11-19 17:06:50,632 - my_logger - INFO - ָ Ϳ泬3ٷֱ -2024-11-19 17:06:50,633 - my_logger - INFO - ָ SCvsBrent -2024-11-19 17:06:50,633 - my_logger - INFO - ָ WTI1Լ۸ѽ۲(17)60 -2024-11-19 17:06:50,634 - my_logger - INFO - ָ ѽ۲ϲв/NYMEX RBOBѽ۲(18)90 -2024-11-19 17:06:50,634 - my_logger - INFO - ָ Brent1Լ۸ϲв/ԪָBrent1Լ۸2ܹ -2024-11-19 17:06:50,634 - my_logger - INFO - ָ ԭͿͿֵ -2024-11-19 17:06:50,635 - my_logger - INFO - ָ ɽۺBrent1Լ۸(4)60 -2024-11-19 17:06:50,635 - my_logger - INFO - ָ Brent c1/Comexͭ c1 -2024-11-19 17:06:50,636 - my_logger - INFO - ָ ԭ1ܻ*-1 -2024-11-19 17:06:50,636 - my_logger - INFO - ָ Եηָ/30DMA -2024-11-19 17:06:50,637 - my_logger - INFO - ָ Եηָ/14DMA -2024-11-19 17:06:50,637 - my_logger - INFO - ָ Եηָ/7DMA -2024-11-19 17:06:50,637 - my_logger - INFO - ָ Brent1Լ۸ϲв/GPRD_MA30 -2024-11-19 17:06:50,638 - my_logger - INFO - ָ WTI1Լ۸ϲв/WTI1-4 -2024-11-19 17:06:50,638 - my_logger - INFO - ָ RBOB/CBOB -2024-11-19 17:06:50,639 - my_logger - INFO - ָ Brent1Լ۸ϲв/Ԫָ -2024-11-19 17:06:50,639 - my_logger - INFO - ָ Brent1Լ۸ϲв/Brent1-2² -2024-11-19 17:06:50,640 - my_logger - INFO - ָ Brent1Լ۸Brent1Լ۸ϲв/BRENT 211ѽ۲150 -2024-11-19 17:06:50,640 - my_logger - INFO - ָ Brent1Լ۸Brent1Լ۸ϲв/DFL150 -2024-11-19 17:06:50,640 - my_logger - INFO - ָ /ҵԭͿ- -2024-11-19 17:06:50,713 - my_logger - INFO - ָ ӡȳƷͺ˽/4WMA -2024-11-19 17:06:50,714 - my_logger - INFO - ָ йƷͺ˽/4WMA -2024-11-19 17:06:50,714 - my_logger - INFO - ָ ŷ޳Ʒͺ˽/4WMA -2024-11-19 17:06:50,715 - my_logger - INFO - ָ ӡȳƷͺ˽ -2024-11-19 17:06:50,715 - my_logger - INFO - ָ йͺ˽ -2024-11-19 17:06:50,716 - my_logger - INFO - ָ ӡȲͺ˽ -2024-11-19 17:06:50,716 - my_logger - INFO - ָ ӡͺ˽ -2024-11-19 17:06:50,717 - my_logger - INFO - ָ йͺ˽ -2024-11-19 17:06:50,717 - my_logger - INFO - ָ йƷͺ˽ -2024-11-19 17:06:50,718 - my_logger - INFO - ָ ŷ޺ú˽ -2024-11-19 17:06:50,718 - my_logger - INFO - ָ ŷȼͺ˽ -2024-11-19 17:06:50,718 - my_logger - INFO - ָ ŷʯͺ˽ -2024-11-19 17:06:50,718 - my_logger - INFO - ָ ŷͺ˽ -2024-11-19 17:06:50,719 - my_logger - INFO - ָ ŷ޲ͺ˽ -2024-11-19 17:06:50,719 - my_logger - INFO - ָ ŷ޳Ʒͺ˽ -2024-11-19 17:06:50,790 - my_logger - INFO - ָ ͺ˳/4WMA -2024-11-19 17:06:50,791 - my_logger - INFO - ָ ͺ˳ -2024-11-19 17:06:50,791 - my_logger - INFO - ָ ˹ͺ˳ -2024-11-19 17:06:50,792 - my_logger - INFO - ָ ˹Ʒͺ˳ -2024-11-19 17:06:50,792 - my_logger - INFO - ָ ͺ˳ -2024-11-19 17:06:50,793 - my_logger - INFO - ָ Ʒͺ˳ -2024-11-19 17:06:50,793 - my_logger - INFO - ָ ˹ͺ˳ -2024-11-19 17:06:52,012 - my_logger - INFO - ['ovx index', 'dxy curncy', 'C2403128043', 'C2403150124', 'FVHCM1 INDEX', 'doedtprd index', 'CFFDQMMN INDEX', 'C2403083739', 'C2404167878', 'lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404167855'] -2024-11-19 17:06:52,012 - my_logger - INFO - ovx index -2024-11-19 17:06:52,463 - my_logger - INFO - dxy curncy -2024-11-19 17:06:53,053 - my_logger - INFO - C2403128043 -2024-11-19 17:06:53,627 - my_logger - INFO - C2403150124 -2024-11-19 17:06:54,337 - my_logger - INFO - FVHCM1 INDEX -2024-11-19 17:06:54,694 - my_logger - INFO - doedtprd index -2024-11-19 17:06:54,975 - my_logger - INFO - CFFDQMMN INDEX -2024-11-19 17:06:55,190 - my_logger - INFO - C2403083739 -2024-11-19 17:06:55,400 - my_logger - INFO - C2404167878 -2024-11-19 17:06:55,618 - my_logger - INFO - lmcads03 lme comdty -2024-11-19 17:06:56,001 - my_logger - INFO - GC1 COMB Comdty -2024-11-19 17:06:56,635 - my_logger - INFO - C2404167855 -2024-11-19 17:06:57,320 - my_logger - INFO - date ::ͳͶʹ::ֵ :ͳͶʹ::ֵ ... lmcads03 lme comdty GC1 COMB Comdty C2404167855 -9425 2024-11-19 NaN NaN ... NaN NaN NaN -8289 2024-11-18 NaN NaN ... NaN 2615.3 38.5293 -10772 2024-11-17 NaN NaN ... NaN NaN NaN -11274 2024-11-16 NaN NaN ... NaN NaN NaN -1733 2024-11-15 NaN NaN ... 9002.5 2570.1 38.3483 - -[5 rows x 504 columns] -2024-11-19 17:08:19,851 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 17:08:19,855 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 17:08:19,857 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 17:08:19,860 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 17:08:19,863 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 17:08:19,866 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 17:08:19,869 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 -2024-11-19 17:08:19,871 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 -2024-11-19 17:08:19,874 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-19 17:08:19,877 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 -2024-11-19 17:08:19,880 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 -2024-11-19 17:08:19,882 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 -2024-11-19 17:08:19,885 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-19 17:08:19,888 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-19 17:08:19,890 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-19 17:08:19,893 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 -2024-11-19 17:08:19,895 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-19 17:08:19,898 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-19 17:08:19,899 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 -2024-11-19 17:08:19,903 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 -2024-11-19 17:08:19,905 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 -2024-11-19 17:08:19,908 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-19 17:08:19,910 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 -2024-11-19 17:08:19,912 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-19 17:08:19,915 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 -2024-11-19 17:08:19,917 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 -2024-11-19 17:08:19,920 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 -2024-11-19 17:08:19,923 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 -2024-11-19 17:08:19,925 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 -2024-11-19 17:08:19,927 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-19 17:08:19,929 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-19 17:08:19,931 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-19 17:08:19,933 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-19 17:08:19,935 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-18 -2024-11-19 17:08:19,938 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-18 -2024-11-19 17:08:19,941 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-18 -2024-11-19 17:08:19,943 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-18 -2024-11-19 17:08:19,946 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-18 -2024-11-19 17:08:19,948 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-18 -2024-11-19 17:08:19,950 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-18 -2024-11-19 17:08:19,953 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-18 -2024-11-19 17:08:19,956 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-18 -2024-11-19 17:08:19,958 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-18 -2024-11-19 17:08:19,960 - my_logger - INFO - Column ͵һ was last updated at 2024-11-18 -2024-11-19 17:08:19,962 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-18 -2024-11-19 17:08:19,965 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-18 -2024-11-19 17:08:19,967 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-18 -2024-11-19 17:08:19,970 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-18 -2024-11-19 17:08:19,973 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-18 -2024-11-19 17:08:19,975 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-18 -2024-11-19 17:08:19,978 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-15 -2024-11-19 17:08:19,981 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-15 -2024-11-19 17:08:19,983 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-18 -2024-11-19 17:08:19,985 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-18 -2024-11-19 17:08:19,987 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-18 -2024-11-19 17:08:19,991 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-18 -2024-11-19 17:08:19,993 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-18 -2024-11-19 17:08:19,996 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-18 -2024-11-19 17:08:19,998 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-18 -2024-11-19 17:08:20,000 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-18 -2024-11-19 17:08:20,003 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-18 -2024-11-19 17:08:20,006 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-18 -2024-11-19 17:08:20,009 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-18 -2024-11-19 17:08:20,011 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-18 -2024-11-19 17:08:20,014 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-18 -2024-11-19 17:08:20,016 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-18 -2024-11-19 17:08:20,019 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-18 -2024-11-19 17:08:20,021 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-18 -2024-11-19 17:08:20,024 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-18 -2024-11-19 17:08:20,028 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-18 -2024-11-19 17:08:20,030 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 -2024-11-19 17:08:20,032 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-18 -2024-11-19 17:08:20,034 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-18 -2024-11-19 17:08:20,037 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-19 -2024-11-19 17:08:20,040 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-18 -2024-11-19 17:08:20,043 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-18 -2024-11-19 17:08:20,046 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-18 -2024-11-19 17:08:20,048 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-18 -2024-11-19 17:08:20,050 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-18 -2024-11-19 17:08:20,052 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-18 -2024-11-19 17:08:20,055 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-18 -2024-11-19 17:08:20,057 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 -2024-11-19 17:08:20,060 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 -2024-11-19 17:08:20,063 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 -2024-11-19 17:08:20,065 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 -2024-11-19 17:08:20,067 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-18 -2024-11-19 17:08:20,069 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-18 -2024-11-19 17:08:20,072 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-18 -2024-11-19 17:08:20,075 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-19 -2024-11-19 17:08:20,077 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-18 -2024-11-19 17:08:20,080 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 -2024-11-19 17:08:20,083 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 -2024-11-19 17:08:20,085 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 -2024-11-19 17:08:20,088 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 -2024-11-19 17:08:20,091 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 -2024-11-19 17:08:20,093 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 -2024-11-19 17:08:20,096 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 -2024-11-19 17:08:20,098 - my_logger - INFO - Column y was last updated at 2024-11-18 -2024-11-19 17:08:20,099 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-15 -2024-11-19 17:08:20,101 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-18 -2024-11-19 17:08:20,103 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-18 -2024-11-19 17:08:20,107 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-19 -2024-11-19 17:08:20,110 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-18 -2024-11-19 17:08:20,112 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-18 -2024-11-19 17:08:20,115 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-18 -2024-11-19 17:08:20,117 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-18 -2024-11-19 17:08:20,119 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-18 -2024-11-19 17:08:20,122 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-18 -2024-11-19 17:08:20,125 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-18 -2024-11-19 17:08:20,128 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-18 -2024-11-19 17:08:20,130 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-18 -2024-11-19 17:08:20,132 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-18 -2024-11-19 17:08:20,134 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-15 -2024-11-19 17:08:20,138 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-18 -2024-11-19 17:08:20,141 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-18 -2024-11-19 17:08:20,144 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-18 -2024-11-19 17:08:20,146 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-18 -2024-11-19 17:08:20,148 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-18 -2024-11-19 17:08:20,150 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-19 -2024-11-19 17:08:20,152 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-18 -2024-11-19 17:08:20,155 - my_logger - INFO - Column Brent* was last updated at 2024-11-18 -2024-11-19 17:08:20,157 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-18 -2024-11-19 17:08:20,159 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-18 -2024-11-19 17:08:20,161 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-18 -2024-11-19 17:08:20,163 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-18 -2024-11-19 17:08:20,165 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 -2024-11-19 17:08:20,167 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 -2024-11-19 17:08:20,170 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 -2024-11-19 17:08:20,174 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-18 -2024-11-19 17:08:20,179 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-18 -2024-11-19 17:08:20,204 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-18 -2024-11-19 17:08:20,222 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-18 -2024-11-19 17:08:20,240 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 -2024-11-19 17:08:20,250 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 -2024-11-19 17:08:20,259 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 -2024-11-19 17:08:20,263 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-18 -2024-11-19 17:08:20,267 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 -2024-11-19 17:08:20,271 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-18 -2024-11-19 17:08:20,273 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-18 -2024-11-19 17:08:20,278 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-18 -2024-11-19 17:08:20,280 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-18 -2024-11-19 17:08:20,282 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-18 -2024-11-19 17:08:20,284 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-18 -2024-11-19 17:08:20,287 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-18 -2024-11-19 17:08:20,290 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-18 -2024-11-19 17:08:20,293 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-18 -2024-11-19 17:08:20,297 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 -2024-11-19 17:08:20,301 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 -2024-11-19 17:08:20,306 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-18 -2024-11-19 17:08:20,308 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-18 -2024-11-19 17:08:20,310 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-18 -2024-11-19 17:08:20,312 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 -2024-11-19 17:08:20,314 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 -2024-11-19 17:08:20,315 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-19 17:08:20,318 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 -2024-11-19 17:08:20,320 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 -2024-11-19 17:08:20,323 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 -2024-11-19 17:08:20,325 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 -2024-11-19 17:08:20,327 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 -2024-11-19 17:08:20,329 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 -2024-11-19 17:08:20,332 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-19 17:08:20,334 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 -2024-11-19 17:08:20,336 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 -2024-11-19 17:08:20,338 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 -2024-11-19 17:08:20,340 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 -2024-11-19 17:08:20,342 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 -2024-11-19 17:08:20,344 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 -2024-11-19 17:08:20,346 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-19 17:08:20,349 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-19 17:08:20,350 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 -2024-11-19 17:08:20,354 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 -2024-11-19 17:08:20,357 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 -2024-11-19 17:08:20,359 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 -2024-11-19 17:08:20,361 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 -2024-11-19 17:08:20,363 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 -2024-11-19 17:08:20,365 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 -2024-11-19 17:08:20,367 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 -2024-11-19 17:08:20,369 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 -2024-11-19 17:08:20,371 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 -2024-11-19 17:08:20,373 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-19 17:08:20,375 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 -2024-11-19 17:08:20,377 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 -2024-11-19 17:08:20,378 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 -2024-11-19 17:08:20,380 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 -2024-11-19 17:08:20,382 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 -2024-11-19 17:08:20,384 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 -2024-11-19 17:08:20,386 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 -2024-11-19 17:08:20,389 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 -2024-11-19 17:08:20,391 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-19 17:08:20,393 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-19 17:08:20,395 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-19 17:08:20,397 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-19 17:08:20,398 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 -2024-11-19 17:08:20,402 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-19 17:08:20,404 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 -2024-11-19 17:08:20,406 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-18 -2024-11-19 17:08:20,408 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-18 -2024-11-19 17:08:20,410 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-18 -2024-11-19 17:08:20,412 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-18 -2024-11-19 17:08:20,414 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-18 -2024-11-19 17:08:20,416 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-18 -2024-11-19 17:08:20,417 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 -2024-11-19 17:08:20,420 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 -2024-11-19 17:08:20,422 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-18 -2024-11-19 17:08:20,424 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-18 -2024-11-19 17:08:20,426 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-18 -2024-11-19 17:08:20,428 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-18 -2024-11-19 17:08:20,429 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-18 -2024-11-19 17:08:20,432 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-18 -2024-11-19 17:08:20,433 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-18 -2024-11-19 17:08:20,435 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-18 -2024-11-19 17:08:20,437 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-18 -2024-11-19 17:08:20,439 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-18 -2024-11-19 17:08:20,441 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-18 -2024-11-19 17:08:20,442 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-18 -2024-11-19 17:08:20,444 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-18 -2024-11-19 17:08:20,446 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-18 -2024-11-19 17:08:20,448 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-18 -2024-11-19 17:08:20,449 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-18 -2024-11-19 17:08:20,452 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-18 -2024-11-19 17:08:20,454 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-18 -2024-11-19 17:08:20,457 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-18 -2024-11-19 17:08:20,458 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-18 -2024-11-19 17:08:20,460 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-18 -2024-11-19 17:08:20,463 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-18 -2024-11-19 17:08:20,464 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-15 -2024-11-19 17:08:20,466 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-18 -2024-11-19 17:08:20,468 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-18 -2024-11-19 17:08:20,470 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-18 -2024-11-19 17:08:20,472 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-18 -2024-11-19 17:08:20,474 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-18 -2024-11-19 17:08:20,476 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-15 -2024-11-19 17:08:20,478 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-18 -2024-11-19 17:08:20,480 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-18 -2024-11-19 17:08:20,482 - my_logger - INFO - Column DFL was last updated at 2024-11-18 -2024-11-19 17:08:20,484 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-18 -2024-11-19 17:08:20,486 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-19 -2024-11-19 17:08:20,488 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-18 -2024-11-19 17:08:20,490 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-18 -2024-11-19 17:08:20,492 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 -2024-11-19 17:08:20,494 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-18 -2024-11-19 17:08:20,496 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-18 -2024-11-19 17:08:20,497 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-18 -2024-11-19 17:08:20,500 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-18 -2024-11-19 17:08:20,502 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-18 -2024-11-19 17:08:20,503 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-18 -2024-11-19 17:08:20,506 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-18 -2024-11-19 17:08:20,508 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-19 -2024-11-19 17:08:20,510 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 -2024-11-19 17:08:20,512 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-19 -2024-11-19 17:08:20,514 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-19 -2024-11-19 17:08:20,516 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-15 -2024-11-19 17:08:20,518 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 -2024-11-19 17:08:20,519 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-18 -2024-11-19 17:08:20,522 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-19 -2024-11-19 17:08:20,524 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-19 -2024-11-19 17:08:20,526 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-18 -2024-11-19 17:08:20,528 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-19 -2024-11-19 17:08:20,530 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-18 -2024-11-19 17:08:20,532 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-15 -2024-11-19 17:08:20,534 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-15 -2024-11-19 17:08:20,535 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-15 -2024-11-19 17:08:20,538 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-15 -2024-11-19 17:08:20,540 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-18 -2024-11-19 17:08:20,542 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-15 -2024-11-19 17:08:20,544 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 -2024-11-19 17:08:20,546 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-15 -2024-11-19 17:08:20,548 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 -2024-11-19 17:08:20,550 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-18 -2024-11-19 17:08:20,552 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-18 -2024-11-19 17:08:20,555 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-18 -2024-11-19 17:08:20,557 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 -2024-11-19 17:08:20,559 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-18 -2024-11-19 17:08:20,560 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-18 -2024-11-19 17:08:20,562 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-19 -2024-11-19 17:08:20,564 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-18 -2024-11-19 17:08:20,565 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-18 -2024-11-19 17:08:20,567 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-18 -2024-11-19 17:08:20,569 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-18 -2024-11-19 17:08:20,572 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-18 -2024-11-19 17:08:20,574 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 -2024-11-19 17:08:20,576 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-18 -2024-11-19 17:08:20,578 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-18 -2024-11-19 17:08:20,579 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-18 -2024-11-19 17:08:20,582 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-18 -2024-11-19 17:08:20,583 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-18 -2024-11-19 17:08:20,587 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-18 -2024-11-19 17:08:20,590 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-18 -2024-11-19 17:08:20,591 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-19 17:08:20,593 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-19 17:08:20,595 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-18 -2024-11-19 17:08:20,597 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-15 -2024-11-19 17:08:20,598 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-18 -2024-11-19 17:08:20,600 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-18 -2024-11-19 17:08:20,603 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-18 -2024-11-19 17:08:20,605 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-18 -2024-11-19 17:08:20,607 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-18 -2024-11-19 17:08:20,609 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-18 -2024-11-19 17:08:20,611 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-18 -2024-11-19 17:08:20,613 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-18 -2024-11-19 17:08:20,615 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-18 -2024-11-19 17:08:20,617 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-18 -2024-11-19 17:08:20,619 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-18 -2024-11-19 17:08:20,621 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-18 -2024-11-19 17:08:20,624 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-18 -2024-11-19 17:08:20,626 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-18 -2024-11-19 17:08:20,627 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-18 -2024-11-19 17:08:20,630 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-18 -2024-11-19 17:08:20,631 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-19 -2024-11-19 17:08:20,633 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-19 -2024-11-19 17:08:20,635 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-19 -2024-11-19 17:08:20,638 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-19 -2024-11-19 17:08:20,640 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-18 -2024-11-19 17:08:20,642 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-18 -2024-11-19 17:08:20,644 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-18 -2024-11-19 17:08:20,646 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-18 -2024-11-19 17:08:20,648 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-18 -2024-11-19 17:08:20,650 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-18 -2024-11-19 17:08:20,652 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-18 -2024-11-19 17:08:20,655 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-18 -2024-11-19 17:08:20,657 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-17 -2024-11-19 17:08:20,658 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-18 -2024-11-19 17:08:20,661 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-18 -2024-11-19 17:08:20,663 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-18 -2024-11-19 17:08:20,664 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-18 -2024-11-19 17:08:20,666 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-18 -2024-11-19 17:08:20,668 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-18 -2024-11-19 17:08:20,671 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-18 -2024-11-19 17:08:20,673 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-18 -2024-11-19 17:08:20,675 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-18 -2024-11-19 17:08:20,677 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-18 -2024-11-19 17:08:20,679 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-18 -2024-11-19 17:08:20,681 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-19 17:08:20,683 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-19 17:08:20,686 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-19 17:08:20,688 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-19 17:08:20,690 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 -2024-11-19 17:08:20,691 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 -2024-11-19 17:08:20,693 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 -2024-11-19 17:08:20,695 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 -2024-11-19 17:08:20,697 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 -2024-11-19 17:08:20,699 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 -2024-11-19 17:08:20,700 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 -2024-11-19 17:08:20,702 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 -2024-11-19 17:08:20,704 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 -2024-11-19 17:08:20,707 - my_logger - INFO - Column was last updated at 2024-11-15 -2024-11-19 17:08:20,708 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-19 17:08:20,710 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 -2024-11-19 17:08:20,712 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 -2024-11-19 17:08:20,714 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 -2024-11-19 17:08:20,716 - my_logger - INFO - Column ò was last updated at 2024-11-08 -2024-11-19 17:08:20,718 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 -2024-11-19 17:08:20,719 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 -2024-11-19 17:08:20,722 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 -2024-11-19 17:08:20,724 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 -2024-11-19 17:08:20,726 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 -2024-11-19 17:08:20,727 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 -2024-11-19 17:08:20,729 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 -2024-11-19 17:08:20,731 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 -2024-11-19 17:08:20,733 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 -2024-11-19 17:08:20,734 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 -2024-11-19 17:08:20,736 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 -2024-11-19 17:08:20,739 - my_logger - INFO - Column Permian was last updated at 2024-11-15 -2024-11-19 17:08:20,741 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 -2024-11-19 17:08:20,743 - my_logger - INFO - Column Williston was last updated at 2024-11-15 -2024-11-19 17:08:20,745 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 -2024-11-19 17:08:20,747 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 -2024-11-19 17:08:20,748 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 -2024-11-19 17:08:20,750 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 -2024-11-19 17:08:20,752 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 -2024-11-19 17:08:20,754 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 -2024-11-19 17:08:20,756 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 -2024-11-19 17:08:20,758 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 -2024-11-19 17:08:20,760 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 -2024-11-19 17:08:20,762 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 -2024-11-19 17:08:20,764 - my_logger - INFO - Column was last updated at 2024-11-15 -2024-11-19 17:08:20,766 - my_logger - INFO - Column ½ was last updated at 2024-11-15 -2024-11-19 17:08:20,768 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 -2024-11-19 17:08:20,771 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 -2024-11-19 17:08:20,774 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 -2024-11-19 17:08:20,776 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 -2024-11-19 17:08:20,778 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-19 17:08:20,780 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 -2024-11-19 17:08:20,781 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-19 17:08:20,783 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 -2024-11-19 17:08:20,785 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 -2024-11-19 17:08:20,787 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-19 17:08:20,790 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-19 17:08:20,792 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-19 17:08:20,794 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 -2024-11-19 17:08:20,795 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-19 17:08:20,797 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 -2024-11-19 17:08:20,799 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 -2024-11-19 17:08:20,802 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 -2024-11-19 17:08:20,803 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 -2024-11-19 17:08:20,806 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 -2024-11-19 17:08:20,808 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 -2024-11-19 17:08:20,810 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-15 -2024-11-19 17:08:20,811 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-15 -2024-11-19 17:08:20,813 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 -2024-11-19 17:08:20,815 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 -2024-11-19 17:08:20,817 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 -2024-11-19 17:08:20,819 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 -2024-11-19 17:08:20,823 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-19 17:08:20,825 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-19 17:08:20,826 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 -2024-11-19 17:08:20,828 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,830 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 -2024-11-19 17:08:20,832 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-19 17:08:20,833 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,835 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,837 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,840 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,842 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,844 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,846 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,847 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-19 17:08:20,849 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,851 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-19 17:08:20,854 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,857 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-19 17:08:20,860 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,863 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 -2024-11-19 17:08:20,865 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,867 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,868 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,871 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,873 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,875 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 -2024-11-19 17:08:20,877 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,878 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,880 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,882 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,884 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,887 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,888 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,891 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,893 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,895 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,897 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,899 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,901 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,903 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,905 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,907 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,909 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,910 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,912 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,914 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,916 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,918 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,921 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 17:08:20,923 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,925 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-19 17:08:20,927 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,928 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,930 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,933 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,935 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,937 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 -2024-11-19 17:08:20,939 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,941 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,943 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,945 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,947 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,949 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 -2024-11-19 17:08:20,950 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,953 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,955 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,957 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,959 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,961 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,963 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,965 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,967 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,969 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,971 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,973 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,975 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,977 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,980 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,982 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,984 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,986 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,989 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,991 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,994 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 17:08:20,996 - my_logger - INFO - Column ˮλ was last updated at 2024-11-18 -2024-11-19 17:08:20,998 - my_logger - INFO - Column ovx index was last updated at 2024-11-18 -2024-11-19 17:08:21,000 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-19 -2024-11-19 17:08:21,002 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-18 -2024-11-19 17:08:21,004 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-18 -2024-11-19 17:08:21,006 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-18 -2024-11-19 17:08:21,008 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 -2024-11-19 17:08:21,011 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 -2024-11-19 17:08:21,014 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 -2024-11-19 17:08:21,016 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 -2024-11-19 17:08:21,018 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-15 -2024-11-19 17:08:21,020 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-18 -2024-11-19 17:08:21,023 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-18 -2024-11-19 17:08:21,029 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv -2024-11-19 17:08:21,031 - my_logger - INFO - ɾԤǰ(2515, 504) -2024-11-19 17:08:21,035 - my_logger - INFO - ɾԤ(2515, 438) -2024-11-19 17:08:21,036 - my_logger - INFO - ɾ²ǰ(2515, 438) -2024-11-19 17:08:21,524 - my_logger - INFO - ɾ²(2515, 434) -2024-11-19 17:08:21,528 - my_logger - INFO - ɾԤΪֵк(1779, 434) -2024-11-19 17:08:21,530 - my_logger - INFO - ɾȫΪֵк(1779, 363) -2024-11-19 17:08:25,006 - my_logger - INFO - ն(231) ܶ(130) ¶(1) -0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ -1 īӹWTIԭCDU йͱ -2 ¼ӹDubaiԭCDU DOE-Ͳ/3 -3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ -4 īӹWTIԭCDU M2 Ͳܶȣ -.. ... ... ... -226 C2403128043 -227 C2403150124 -228 FVHCM1 INDEX -229 GC1 COMB Comdty -230 C2404167855 - -[231 rows x 3 columns] -2024-11-19 17:08:25,018 - my_logger - INFO - Ϣܹ360,ն(231),ܶ(130),¶(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-19 17:08:25,019 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-19 17:08:26,281 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '73.3' WHERE ds = '2024-11-18 00:00:00' -2024-11-19 17:08:26,282 - my_logger - INFO - һԤģ -2024-11-19 17:08:26,301 - my_logger - INFO - 20Ԥв͵ģƣLSTM -2024-11-19 17:08:26,313 - my_logger - INFO - ʼѵģ... -2024-11-19 17:08:26,326 - my_logger - INFO - Training set head: -2024-11-19 17:08:26,326 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ ... is_quarter_start is_quarter_end is_year_start is_year_end unique_id -2849 2018-01-02 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 -2848 2018-01-03 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 -2847 2018-01-04 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 -336 2018-01-05 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 -2846 2018-01-08 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 - -[5 rows x 378 columns] -2024-11-19 17:08:26,657 - my_logger - INFO - -Testing set head: -2024-11-19 17:08:26,658 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ ... is_quarter_start is_quarter_end is_year_start is_year_end unique_id -8789 2019-05-21 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 -8788 2019-05-22 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 -8787 2019-05-23 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 -264 2019-05-24 38186.0 732.4702 -343.0476 65758.0 ... 0.0 0.0 0.0 0.0 1 -8786 2019-05-27 38186.0 732.4702 -343.0476 65758.0 ... 0.0 0.0 0.0 0.0 1 - -[5 rows x 378 columns] -2024-11-19 17:17:29,252 - my_logger - INFO - ģѵ -2024-11-19 17:17:29,255 - my_logger - INFO - ѵݻͼing -2024-11-19 17:17:30,585 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', NHITS = '72.14228', Informer = '74.878784', LSTM = '74.753944', iTransformer = '74.90624', TSMixer = '73.09096', TSMixerx = '75.36713', PatchTST = '73.71281', RNN = '60.009727', GRU = '73.79061', TCN = '73.80944', BiTCN = '73.20709', DilatedRNN = '75.25644', MLP = '72.4851', DLinear = '73.117485', NLinear = '73.768105', TFT = '74.18888', StemGNN = '75.168846', MLPMultivariate = '72.499794', TiDE = '73.38782', DeepNPTS = '72.59514' WHERE ds = '2024-11-19 00:00:00' -2024-11-19 17:17:32,356 - my_logger - INFO - ѵݻͼend -2024-11-19 17:17:32,356 - my_logger - INFO - ing -2024-11-19 17:17:32,651 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-19 17:17:34,556 - my_logger - INFO - ۸ָܺΪ67.36181900830297 -2024-11-19 17:17:34,558 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-19 17:17:36,281 - my_logger - INFO - ӦָܺΪ15.18606570965436 -2024-11-19 17:17:36,283 - my_logger - INFO - ʼֱָͼ -2024-11-19 17:17:37,992 - my_logger - INFO - ָܺΪ6.246853988086785 -2024-11-19 17:17:37,993 - my_logger - INFO - ʼƿֱָͼ -2024-11-19 17:17:39,750 - my_logger - INFO - ָܺΪ20.35727874858709 -2024-11-19 17:17:39,751 - my_logger - INFO - ʼڻгֱָͼ -2024-11-19 17:17:41,500 - my_logger - INFO - ڻгָܺΪ51.576111130270405 -2024-11-19 17:17:41,501 - my_logger - INFO - ʼֱָͼ -2024-11-19 17:17:41,821 - my_logger - INFO - ָܺΪ1.0249209969840862 -2024-11-19 17:17:41,823 - my_logger - INFO - ʼƽֱָͼ -2024-11-19 17:17:43,531 - my_logger - INFO - ָܺΪ5.690292182824263 -2024-11-19 17:17:43,533 - my_logger - INFO - ʼֱָͼ -2024-11-19 17:17:45,299 - my_logger - INFO - ָܺΪ12.42671643878691 -2024-11-19 17:17:45,300 - my_logger - INFO - ʼܺ͵ͼ -2024-11-19 17:17:45,649 - my_logger - INFO - ܺ͵ͼ -2024-11-19 17:17:49,294 - my_logger - INFO - end -2024-11-19 17:17:49,295 - my_logger - INFO - ģѵ -2024-11-19 17:17:54,929 - my_logger - INFO - ʼͳɹ -2024-11-19 20:21:19,406 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx -2024-11-19 20:21:19,406 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx -2024-11-19 20:21:19,411 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date -2024-11-19 20:21:19,411 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date -2024-11-19 20:22:12,728 - my_logger - INFO - ɾ²ǰ(2515, 354) -2024-11-19 20:22:12,728 - my_logger - INFO - ɾ²ǰ(2515, 354) -2024-11-19 20:22:13,458 - my_logger - INFO - ɾ²(2515, 315) -2024-11-19 20:22:13,458 - my_logger - INFO - ɾ²(2515, 315) -2024-11-19 20:22:13,466 - my_logger - INFO - ɾԤΪֵк(771, 315) -2024-11-19 20:22:13,466 - my_logger - INFO - ɾԤΪֵк(771, 315) -2024-11-19 20:22:13,472 - my_logger - INFO - ɾȫΪֵк(771, 315) -2024-11-19 20:22:13,472 - my_logger - INFO - ɾȫΪֵк(771, 315) -2024-11-19 20:22:16,308 - my_logger - INFO - ն(219) ܶ(94) 84(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -214 PEڻ̼ -215 PP-1 -216 PP-5 -217 PP-9 -218 y - -[219 rows x 3 columns] -2024-11-19 20:22:16,308 - my_logger - INFO - ն(219) ܶ(94) 84(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -214 PEڻ̼ -215 PP-1 -216 PP-5 -217 PP-9 -218 y - -[219 rows x 3 columns] -2024-11-19 20:22:16,333 - my_logger - INFO - Ϣܹ312,ն(219),ܶ(94),84(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-19 20:22:16,333 - my_logger - INFO - Ϣܹ312,ն(219),ܶ(94),84(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-19 20:22:16,337 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-19 20:22:16,337 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-19 20:22:17,406 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '7363.333333333333' WHERE ds = '2024-11-18 00:00:00' -2024-11-19 20:22:17,406 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '7363.333333333333' WHERE ds = '2024-11-18 00:00:00' -2024-11-19 20:22:17,427 - my_logger - INFO - һԤģ -2024-11-19 20:22:17,427 - my_logger - INFO - һԤģ -2024-11-19 20:22:17,471 - my_logger - INFO - 20Ԥв͵ģƣNHITS -2024-11-19 20:22:17,471 - my_logger - INFO - 20Ԥв͵ģƣNHITS -2024-11-19 20:22:17,492 - my_logger - INFO - ʼѵģ... -2024-11-19 20:22:17,492 - my_logger - INFO - ʼѵģ... -2024-11-19 20:22:17,555 - my_logger - INFO - ģѵ -2024-11-19 20:22:17,555 - my_logger - INFO - ģѵ -2024-11-19 20:22:17,560 - my_logger - 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my_logger - INFO - ѵݻͼing -2024-11-20 00:26:32,748 - my_logger - INFO - ѵݻͼing -2024-11-20 00:26:35,477 - my_logger - INFO - ѵݻͼend -2024-11-20 00:26:35,477 - my_logger - INFO - ѵݻͼend -2024-11-20 09:32:24,986 - my_logger - INFO - etaȡ... -2024-11-20 09:32:24,986 - my_logger - INFO - etaȡ... -2024-11-20 09:33:08,074 - my_logger - INFO - ָ PEͷPPͷ -2024-11-20 09:33:08,074 - my_logger - INFO - ָ PEͷPPͷ -2024-11-20 09:33:08,076 - my_logger - INFO - ָ PP2409ǰ20൥ -2024-11-20 09:33:08,076 - my_logger - INFO - ָ PP2409ǰ20൥ -2024-11-20 09:33:08,078 - my_logger - INFO - ָ PP2409ǰ20յ -2024-11-20 09:33:08,078 - my_logger - INFO - ָ PP2409ǰ20յ -2024-11-20 09:33:28,116 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] -2024-11-20 09:33:28,116 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] -2024-11-20 09:33:28,118 - my_logger - INFO - lmcads03 lme comdty -2024-11-20 09:33:28,118 - my_logger - INFO - lmcads03 lme comdty -2024-11-20 09:33:28,459 - my_logger - INFO - GC1 COMB Comdty -2024-11-20 09:33:28,459 - my_logger - INFO - GC1 COMB Comdty -2024-11-20 09:33:29,069 - my_logger - INFO - C2404171822 -2024-11-20 09:33:29,069 - my_logger - INFO - C2404171822 -2024-11-20 09:33:29,731 - my_logger - INFO - dxy curncy -2024-11-20 09:33:29,731 - my_logger - INFO - dxy curncy -2024-11-20 09:33:30,325 - my_logger - INFO - S5443199 -2024-11-20 09:33:30,325 - my_logger - INFO - S5443199 -2024-11-20 09:33:30,626 - my_logger - INFO - S5479800 -2024-11-20 09:33:30,626 - my_logger - INFO - S5479800 -2024-11-20 09:33:30,886 - my_logger - INFO - S5443108 -2024-11-20 09:33:30,886 - my_logger - INFO - S5443108 -2024-11-20 09:33:31,188 - my_logger - INFO - H7358586 -2024-11-20 09:33:31,188 - my_logger - INFO - H7358586 -2024-11-20 09:33:31,365 - my_logger - INFO - LC3FM1 INDEX -2024-11-20 09:33:31,365 - my_logger - INFO - LC3FM1 INDEX -2024-11-20 09:33:31,636 - my_logger - INFO - CNY REGN Curncy -2024-11-20 09:33:31,636 - my_logger - INFO - CNY REGN Curncy -2024-11-20 09:33:32,512 - my_logger - INFO - s0105897 -2024-11-20 09:33:32,512 - my_logger - INFO - s0105897 -2024-11-20 09:33:32,966 - my_logger - INFO - M0067419 -2024-11-20 09:33:32,966 - my_logger - INFO - M0067419 -2024-11-20 09:33:33,355 - my_logger - INFO - M0066351 -2024-11-20 09:33:33,355 - my_logger - INFO - M0066351 -2024-11-20 09:33:33,754 - my_logger - INFO - S0266372 -2024-11-20 09:33:33,754 - my_logger - INFO - S0266372 -2024-11-20 09:33:34,038 - my_logger - INFO - S0266438 -2024-11-20 09:33:34,038 - my_logger - INFO - S0266438 -2024-11-20 09:33:34,342 - my_logger - INFO - S0266506 -2024-11-20 09:33:34,342 - my_logger - INFO - S0266506 -2024-11-20 09:33:34,661 - my_logger - INFO - date PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ \ -6556 2024-11-20 NaN NaN NaN -6462 2024-11-19 NaN NaN NaN -950 2024-11-18 NaN NaN NaN -6557 2024-11-17 NaN NaN NaN -6558 2024-11-16 NaN NaN NaN - - ۱ϩ̼ۣ ۱ϩƷ۲˿ úƾ۱ϩ PPϣɽ/ƴ BOPPɱйգ \ -6556 NaN NaN NaN NaN NaN -6462 NaN NaN NaN NaN NaN -950 NaN NaN -1183.0 NaN NaN -6557 NaN NaN NaN NaN NaN -6558 NaN NaN NaN NaN NaN - - PP޷IJɱգ ... ɽϩ 飨ɽ FEI M1 ڰһ ϻҵƷָ PVCڻ \ -6556 NaN ... NaN NaN NaN NaN NaN NaN -6462 NaN ... NaN NaN 615.08 7.2387 NaN NaN -950 NaN ... 6850.0 NaN 606.60 7.2320 3727.05 5284.0 -6557 NaN ... NaN NaN NaN NaN NaN NaN -6558 NaN ... NaN NaN NaN NaN NaN NaN - - PEڻ̼ PP-1 PP-5 PP-9 -6556 NaN NaN NaN NaN -6462 NaN NaN NaN NaN -950 NaN NaN NaN NaN -6557 NaN NaN NaN NaN -6558 NaN NaN NaN NaN - -[5 rows x 357 columns] -2024-11-20 09:33:34,661 - my_logger - INFO - date PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ \ -6556 2024-11-20 NaN NaN NaN -6462 2024-11-19 NaN NaN NaN -950 2024-11-18 NaN NaN NaN -6557 2024-11-17 NaN NaN NaN -6558 2024-11-16 NaN NaN NaN - - ۱ϩ̼ۣ ۱ϩƷ۲˿ úƾ۱ϩ PPϣɽ/ƴ BOPPɱйգ \ -6556 NaN NaN NaN NaN NaN -6462 NaN NaN NaN NaN NaN -950 NaN NaN -1183.0 NaN NaN -6557 NaN NaN NaN NaN NaN -6558 NaN NaN NaN NaN NaN - - PP޷IJɱգ ... ɽϩ 飨ɽ FEI M1 ڰһ ϻҵƷָ PVCڻ \ -6556 NaN ... NaN NaN NaN NaN NaN NaN -6462 NaN ... NaN NaN 615.08 7.2387 NaN NaN -950 NaN ... 6850.0 NaN 606.60 7.2320 3727.05 5284.0 -6557 NaN ... NaN NaN NaN NaN NaN NaN -6558 NaN ... NaN NaN NaN NaN NaN NaN - - PEڻ̼ PP-1 PP-5 PP-9 -6556 NaN NaN NaN NaN -6462 NaN NaN NaN NaN -950 NaN NaN NaN NaN -6557 NaN NaN NaN NaN -6558 NaN NaN NaN NaN - -[5 rows x 357 columns] -2024-11-20 09:34:31,235 - my_logger - INFO - ɾ²ǰ(2516, 354) -2024-11-20 09:34:31,235 - my_logger - INFO - ɾ²ǰ(2516, 354) -2024-11-20 09:34:31,634 - my_logger - INFO - ɾ²(2516, 314) -2024-11-20 09:34:31,634 - my_logger - INFO - ɾ²(2516, 314) -2024-11-20 09:34:31,638 - my_logger - INFO - ɾԤΪֵк(772, 314) -2024-11-20 09:34:31,638 - my_logger - INFO - ɾԤΪֵк(772, 314) -2024-11-20 09:34:31,641 - my_logger - INFO - ɾȫΪֵк(772, 314) -2024-11-20 09:34:31,641 - my_logger - INFO - ɾȫΪֵк(772, 314) -2024-11-20 09:34:33,167 - my_logger - INFO - ն(218) ܶ(94) 154(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -213 PEڻ̼ -214 PP-1 -215 PP-5 -216 PP-9 -217 y - -[218 rows x 3 columns] -2024-11-20 09:34:33,167 - my_logger - INFO - ն(218) ܶ(94) 154(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -213 PEڻ̼ -214 PP-1 -215 PP-5 -216 PP-9 -217 y - -[218 rows x 3 columns] -2024-11-20 09:34:33,176 - my_logger - INFO - Ϣܹ311,ն(218),ܶ(94),154(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-20 09:34:33,176 - my_logger - INFO - Ϣܹ311,ն(218),ܶ(94),154(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-20 09:34:33,179 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-20 09:34:33,179 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-20 09:34:33,802 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00' -2024-11-20 09:34:33,802 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00' -2024-11-20 09:34:33,827 - my_logger - INFO - ʼѵģ... -2024-11-20 09:34:33,827 - my_logger - INFO - ʼѵģ... -2024-11-20 09:34:33,857 - my_logger - INFO - ģѵ -2024-11-20 09:34:33,857 - my_logger - INFO - ģѵ -2024-11-20 09:34:33,861 - my_logger - INFO - ѵݻͼing -2024-11-20 09:34:33,861 - my_logger - INFO - ѵݻͼing -2024-11-20 09:34:36,867 - my_logger - INFO - ѵݻͼend -2024-11-20 09:34:36,867 - my_logger - INFO - ѵݻͼend -2024-11-20 09:34:36,883 - my_logger - INFO - ing -2024-11-20 09:34:36,883 - my_logger - INFO - ing -2024-11-20 09:34:37,004 - my_logger - INFO - ʼƼ۲ֱָͼ -2024-11-20 09:34:37,004 - my_logger - INFO - ʼƼ۲ֱָͼ -2024-11-20 09:34:39,092 - my_logger - INFO - ۲ָܺΪ11.033279360751804 -2024-11-20 09:34:39,092 - my_logger - INFO - ۲ָܺΪ11.033279360751804 -2024-11-20 09:34:39,096 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-20 09:34:39,096 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-20 09:34:41,172 - my_logger - INFO - ۸ָܺΪ91.11201716083437 -2024-11-20 09:34:41,172 - my_logger - INFO - ۸ָܺΪ91.11201716083437 -2024-11-20 09:34:41,174 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-20 09:34:41,174 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-20 09:34:43,322 - my_logger - INFO - ӦָܺΪ19.68970163194788 -2024-11-20 09:34:43,322 - my_logger - INFO - ӦָܺΪ19.68970163194788 -2024-11-20 09:34:43,325 - my_logger - INFO - ʼֱָͼ -2024-11-20 09:34:43,325 - my_logger - INFO - ʼֱָͼ -2024-11-20 09:34:45,683 - my_logger - INFO - ָܺΪ12.062003637554202 -2024-11-20 09:34:45,683 - my_logger - INFO - ָܺΪ12.062003637554202 -2024-11-20 09:34:45,686 - my_logger - INFO - ʼƿֱָͼ -2024-11-20 09:34:45,686 - my_logger - INFO - ʼƿֱָͼ -2024-11-20 09:34:47,766 - my_logger - INFO - ָܺΪ11.266242723870176 -2024-11-20 09:34:47,766 - my_logger - INFO - ָܺΪ11.266242723870176 -2024-11-20 09:34:47,768 - my_logger - INFO - ʼƽֱָͼ -2024-11-20 09:34:47,768 - my_logger - INFO - ʼƽֱָͼ -2024-11-20 09:34:48,337 - my_logger - INFO - ָܺΪ1.6205427630454334 -2024-11-20 09:34:48,337 - my_logger - INFO - ָܺΪ1.6205427630454334 -2024-11-20 09:34:48,340 - my_logger - INFO - ʼֱָͼ -2024-11-20 09:34:48,340 - my_logger - INFO - ʼֱָͼ -2024-11-20 09:34:49,851 - my_logger - INFO - ָܺΪ6.761200339955732 -2024-11-20 09:34:49,851 - my_logger - INFO - ָܺΪ6.761200339955732 -2024-11-20 09:34:49,854 - my_logger - INFO - ʼܺ͵ͼ -2024-11-20 09:34:49,854 - my_logger - INFO - ʼܺ͵ͼ -2024-11-20 09:34:50,309 - my_logger - INFO - ܺ͵ͼ -2024-11-20 09:34:50,309 - my_logger - INFO - ܺ͵ͼ -2024-11-20 09:34:53,228 - my_logger - INFO - end -2024-11-20 09:34:53,228 - my_logger - INFO - end -2024-11-20 09:34:53,230 - my_logger - INFO - ģѵ -2024-11-20 09:34:53,230 - my_logger - INFO - ģѵ -2024-11-20 09:34:53,249 - my_logger - INFO - Training set head: -2024-11-20 09:34:53,249 - my_logger - INFO - Training set head: -2024-11-20 09:34:53,252 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ \ -738 2021-10-19 -165.5689 57.0 -93.0 -737 2021-10-20 -165.5689 198.0 48.0 -736 2021-10-21 -165.5689 215.0 -75.0 -735 2021-10-22 -165.5689 177.0 -63.0 -734 2021-10-25 -165.5689 298.0 -2.0 - - ۱ϩ̼ۣ úƾ۱ϩ PPϣɽ/ƴ BOPPɱйգ PP޷IJɱգ \ -738 -43.0 -5763.0 9600.0 10750.0 11862.5 -737 148.0 -6063.0 9400.0 10500.0 11785.0 -736 35.0 -6135.0 9250.0 10400.0 11547.5 -735 27.0 -6313.0 9100.0 10150.0 11432.5 -734 48.0 -6463.0 8950.0 10050.0 11432.5 - - CPPĤɱգ PEעܿ/ PETƿƬйգ7DMA PPйܣ PPƽйܣ \ -738 12410.0 76.6 252.6543 47.37 45.61 -737 12230.0 76.6 274.3293 47.37 45.61 -736 12140.0 76.6 285.7421 47.37 45.61 -735 12140.0 76.6 289.5271 47.37 45.61 -734 12000.0 76.6 303.8900 47.37 45.61 - - PPйܣ PPָ PPǿָ PPг/ɽգ \ -738 7.02 31.44 0.1482 7735.0 -737 7.02 31.44 0.1482 7735.0 -736 7.02 31.44 0.1482 7635.0 -735 7.02 31.44 0.1482 7535.0 -734 7.02 31.44 0.1482 7435.0 - - ӡȷۿ57%FeƷƼ۸ൺ -йPSGPPS۲ ܱƷ ܱඩ ܱƷ \ -738 460.00 415.0 3617.9 8.1 11.0 -737 460.00 415.0 3617.9 8.1 11.0 -736 422.28 415.0 3617.9 8.1 11.0 -735 425.96 415.0 3617.9 8.1 11.0 -734 425.96 415.0 3617.9 8.1 11.0 - - ܱԭϿ ܱ忪 PPܲĿ PP޷IJ BOPP йPP޷IJԭϿ \ -738 10.3 47.0 51.0 49.0 55.59 3.98 -737 10.3 47.0 51.0 49.0 55.59 3.98 -736 10.3 47.0 51.0 49.0 55.59 3.98 -735 10.3 47.0 51.0 49.0 55.59 3.98 -734 10.3 47.0 51.0 49.0 55.59 3.98 - - йPP޷IJԭϿ йPP޷IJƷ PP˿ֻ۸ PP̼ PPϣɽ \ -738 102.73 0.76 9700.0 9643.0 8635.0 -737 102.73 0.76 9300.0 9202.0 8635.0 -736 102.73 0.76 9300.0 9265.0 8635.0 -735 102.73 0.76 9200.0 9023.0 8635.0 -734 102.73 0.76 9000.0 8852.0 8635.0 - - PP˿S1003гۣݣֻգ PP˿S1003гۣݸԴգ \ -738 9650.0 9700.0 -737 9350.0 9500.0 -736 9350.0 9500.0 -735 9150.0 9400.0 -734 9050.0 9050.0 - - PP۹ۣK8003ۣݣԴգ PP۹ۣK8003ֻۣգ \ -738 9800.0 9900.0 -737 9800.0 9600.0 -736 9800.0 9600.0 -735 9800.0 9300.0 -734 9600.0 9300.0 - - PP˿1102KгۣʣԴúգ PP˿1102KгۣݣԴúգ \ -738 8750.0 8900.0 -737 8750.0 8900.0 -736 8750.0 8900.0 -735 8750.0 8900.0 -734 8750.0 8900.0 - - PP͸M26ETۣգ PP͸HC-RP340Rۣɽգ \ -738 10400.0 9400.0 -737 10400.0 9400.0 -736 10100.0 9400.0 -735 10100.0 9400.0 -734 10000.0 9400.0 - - ֻ(м):۾۱ϩ(PP-H):CFRԶ ֻ(м):۱ϩPP(ά/ע):FOBŷ \ -738 1269.0 1781.0 -737 1269.0 1792.0 -736 1269.0 1792.0 -735 1249.0 1792.0 -734 1229.0 1792.0 - - ֻ(м):۾۱ϩ(PP-H):FOBж ֻ(м):۱ϩPP(ά/ע):FAS˹ PP \ -738 1241.0 2744.0 9643.0 -737 1241.0 2689.0 9202.0 -736 1241.0 2689.0 9339.0 -735 1221.0 2689.0 9023.0 -734 1201.0 2689.0 8852.0 - - PP񻪾ģ PP񻪾ģʣ PP񻪾ģ ... CPPۣйգ \ -738 9600.0 9550.0 9450.0 ... 1.21 -737 9300.0 9270.0 9250.0 ... 1.21 -736 9228.0 9190.0 9110.0 ... 1.21 -735 9050.0 8960.0 8850.0 ... 1.21 -734 8900.0 8820.0 8690.0 ... 1.21 - - CPPԪ۱Ĥйգ ˮܣйգ BOPP󣨻 PPγƷ \ -738 0.0 2.08 3000.0 5.3825 -737 0.0 2.08 3300.0 5.3825 -736 0.0 2.08 3272.0 5.3825 -735 0.0 2.08 3450.0 5.3825 -734 0.0 2.08 3600.0 5.3825 - - PPζ йBOPPͬ йBOPP/4WMA BOPP깤ܣ BOPPն¶T \ -738 9.3 -4.52 14.33 3096.0 76.00 -737 9.3 -4.52 14.33 3096.0 35.00 -736 9.3 -4.52 14.33 3096.0 47.55 -735 9.3 -3.93 14.33 3096.0 34.30 -734 9.3 -3.93 14.33 3096.0 55.00 - - BOPP¶7DMA йPPܶɽ BOPPʳ/3 йBOPPƷͬ йCPP \ -738 78.3429 50.42 0.9086 294.0 6.9 -737 59.4857 50.42 0.9086 294.0 6.9 -736 56.1357 50.42 0.9086 294.0 6.9 -735 52.5071 50.42 0.9086 294.0 6.9 -734 56.6071 50.42 0.9086 294.0 6.9 - - BOPPƵ BOPP -Ʒ йгƽۣBOPPĤ LMEͭ ƽ1Լ \ -738 14.92 8.33 10600.0 10119.0 1769.7 -737 14.92 8.33 10600.0 10210.0 1784.1 -736 14.92 8.33 10600.0 9786.0 1781.2 -735 12.90 8.33 10600.0 9740.0 1795.5 -734 12.90 8.33 10600.0 9843.0 1806.0 - - Brent-WTI Ԫָ ״³ϼ۸ ״ָ̫ۿڼ۸ ɽϩ 飨ɽ FEI M1 ڰһ \ -738 2.12 93.784 4000.0 3740.0 9400.0 6588.0 906.00 6.3826 -737 1.95 93.603 4000.0 3365.0 9350.0 6588.0 910.61 6.3930 -736 2.11 93.755 3975.0 3330.0 9200.0 6588.0 887.82 6.3932 -735 1.77 93.610 3750.0 3265.0 9025.0 6588.0 876.72 6.3850 -734 2.23 93.826 3625.0 3175.0 8625.0 6588.0 866.69 6.3858 - - ϻҵƷָ PVCڻ PEڻ̼ PP-1 PP-5 PP-9 y year \ -738 3836.41 11860.0 9585.0 9643.0 9486.0 9380.0 9540.0 2021.0 -737 3703.81 11040.0 9210.0 9202.0 9080.0 9033.0 9170.0 2021.0 -736 3584.19 10355.0 9305.0 9265.0 9121.0 9090.0 9170.0 2021.0 -735 3506.00 10225.0 9145.0 9023.0 8927.0 8922.0 9020.0 2021.0 -734 3508.63 10195.0 9065.0 8852.0 8855.0 8822.0 8870.0 2021.0 - - month day dayofweek weekofyear dayofyear quarternum dayofquarter \ -738 10.0 19.0 1.0 42 292.0 4.0 19.0 -737 10.0 20.0 2.0 42 293.0 4.0 20.0 -736 10.0 21.0 3.0 42 294.0 4.0 21.0 -735 10.0 22.0 4.0 42 295.0 4.0 22.0 -734 10.0 25.0 0.0 43 298.0 4.0 25.0 - - is_month_start is_month_end is_quarter_start is_quarter_end \ -738 0.0 0.0 0.0 0.0 -737 0.0 0.0 0.0 0.0 -736 0.0 0.0 0.0 0.0 -735 0.0 0.0 0.0 0.0 -734 0.0 0.0 0.0 0.0 - - is_year_start is_year_end unique_id -738 0.0 0.0 1 -737 0.0 0.0 1 -736 0.0 0.0 1 -735 0.0 0.0 1 -734 0.0 0.0 1 - -[5 rows x 329 columns] -2024-11-20 09:34:53,252 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ \ -738 2021-10-19 -165.5689 57.0 -93.0 -737 2021-10-20 -165.5689 198.0 48.0 -736 2021-10-21 -165.5689 215.0 -75.0 -735 2021-10-22 -165.5689 177.0 -63.0 -734 2021-10-25 -165.5689 298.0 -2.0 - - ۱ϩ̼ۣ úƾ۱ϩ PPϣɽ/ƴ BOPPɱйգ PP޷IJɱգ \ -738 -43.0 -5763.0 9600.0 10750.0 11862.5 -737 148.0 -6063.0 9400.0 10500.0 11785.0 -736 35.0 -6135.0 9250.0 10400.0 11547.5 -735 27.0 -6313.0 9100.0 10150.0 11432.5 -734 48.0 -6463.0 8950.0 10050.0 11432.5 - - CPPĤɱգ PEעܿ/ PETƿƬйգ7DMA PPйܣ PPƽйܣ \ -738 12410.0 76.6 252.6543 47.37 45.61 -737 12230.0 76.6 274.3293 47.37 45.61 -736 12140.0 76.6 285.7421 47.37 45.61 -735 12140.0 76.6 289.5271 47.37 45.61 -734 12000.0 76.6 303.8900 47.37 45.61 - - PPйܣ PPָ PPǿָ PPг/ɽգ \ -738 7.02 31.44 0.1482 7735.0 -737 7.02 31.44 0.1482 7735.0 -736 7.02 31.44 0.1482 7635.0 -735 7.02 31.44 0.1482 7535.0 -734 7.02 31.44 0.1482 7435.0 - - ӡȷۿ57%FeƷƼ۸ൺ -йPSGPPS۲ ܱƷ ܱඩ ܱƷ \ -738 460.00 415.0 3617.9 8.1 11.0 -737 460.00 415.0 3617.9 8.1 11.0 -736 422.28 415.0 3617.9 8.1 11.0 -735 425.96 415.0 3617.9 8.1 11.0 -734 425.96 415.0 3617.9 8.1 11.0 - - ܱԭϿ ܱ忪 PPܲĿ PP޷IJ BOPP йPP޷IJԭϿ \ -738 10.3 47.0 51.0 49.0 55.59 3.98 -737 10.3 47.0 51.0 49.0 55.59 3.98 -736 10.3 47.0 51.0 49.0 55.59 3.98 -735 10.3 47.0 51.0 49.0 55.59 3.98 -734 10.3 47.0 51.0 49.0 55.59 3.98 - - йPP޷IJԭϿ йPP޷IJƷ PP˿ֻ۸ PP̼ PPϣɽ \ -738 102.73 0.76 9700.0 9643.0 8635.0 -737 102.73 0.76 9300.0 9202.0 8635.0 -736 102.73 0.76 9300.0 9265.0 8635.0 -735 102.73 0.76 9200.0 9023.0 8635.0 -734 102.73 0.76 9000.0 8852.0 8635.0 - - PP˿S1003гۣݣֻգ PP˿S1003гۣݸԴգ \ -738 9650.0 9700.0 -737 9350.0 9500.0 -736 9350.0 9500.0 -735 9150.0 9400.0 -734 9050.0 9050.0 - - PP۹ۣK8003ۣݣԴգ PP۹ۣK8003ֻۣգ \ -738 9800.0 9900.0 -737 9800.0 9600.0 -736 9800.0 9600.0 -735 9800.0 9300.0 -734 9600.0 9300.0 - - PP˿1102KгۣʣԴúգ PP˿1102KгۣݣԴúգ \ -738 8750.0 8900.0 -737 8750.0 8900.0 -736 8750.0 8900.0 -735 8750.0 8900.0 -734 8750.0 8900.0 - - PP͸M26ETۣգ PP͸HC-RP340Rۣɽգ \ -738 10400.0 9400.0 -737 10400.0 9400.0 -736 10100.0 9400.0 -735 10100.0 9400.0 -734 10000.0 9400.0 - - ֻ(м):۾۱ϩ(PP-H):CFRԶ ֻ(м):۱ϩPP(ά/ע):FOBŷ \ -738 1269.0 1781.0 -737 1269.0 1792.0 -736 1269.0 1792.0 -735 1249.0 1792.0 -734 1229.0 1792.0 - - ֻ(м):۾۱ϩ(PP-H):FOBж ֻ(м):۱ϩPP(ά/ע):FAS˹ PP \ -738 1241.0 2744.0 9643.0 -737 1241.0 2689.0 9202.0 -736 1241.0 2689.0 9339.0 -735 1221.0 2689.0 9023.0 -734 1201.0 2689.0 8852.0 - - PP񻪾ģ PP񻪾ģʣ PP񻪾ģ ... CPPۣйգ \ -738 9600.0 9550.0 9450.0 ... 1.21 -737 9300.0 9270.0 9250.0 ... 1.21 -736 9228.0 9190.0 9110.0 ... 1.21 -735 9050.0 8960.0 8850.0 ... 1.21 -734 8900.0 8820.0 8690.0 ... 1.21 - - CPPԪ۱Ĥйգ ˮܣйգ BOPP󣨻 PPγƷ \ -738 0.0 2.08 3000.0 5.3825 -737 0.0 2.08 3300.0 5.3825 -736 0.0 2.08 3272.0 5.3825 -735 0.0 2.08 3450.0 5.3825 -734 0.0 2.08 3600.0 5.3825 - - PPζ йBOPPͬ йBOPP/4WMA BOPP깤ܣ BOPPն¶T \ -738 9.3 -4.52 14.33 3096.0 76.00 -737 9.3 -4.52 14.33 3096.0 35.00 -736 9.3 -4.52 14.33 3096.0 47.55 -735 9.3 -3.93 14.33 3096.0 34.30 -734 9.3 -3.93 14.33 3096.0 55.00 - - BOPP¶7DMA йPPܶɽ BOPPʳ/3 йBOPPƷͬ йCPP \ -738 78.3429 50.42 0.9086 294.0 6.9 -737 59.4857 50.42 0.9086 294.0 6.9 -736 56.1357 50.42 0.9086 294.0 6.9 -735 52.5071 50.42 0.9086 294.0 6.9 -734 56.6071 50.42 0.9086 294.0 6.9 - - BOPPƵ BOPP -Ʒ йгƽۣBOPPĤ LMEͭ ƽ1Լ \ -738 14.92 8.33 10600.0 10119.0 1769.7 -737 14.92 8.33 10600.0 10210.0 1784.1 -736 14.92 8.33 10600.0 9786.0 1781.2 -735 12.90 8.33 10600.0 9740.0 1795.5 -734 12.90 8.33 10600.0 9843.0 1806.0 - - Brent-WTI Ԫָ ״³ϼ۸ ״ָ̫ۿڼ۸ ɽϩ 飨ɽ FEI M1 ڰһ \ -738 2.12 93.784 4000.0 3740.0 9400.0 6588.0 906.00 6.3826 -737 1.95 93.603 4000.0 3365.0 9350.0 6588.0 910.61 6.3930 -736 2.11 93.755 3975.0 3330.0 9200.0 6588.0 887.82 6.3932 -735 1.77 93.610 3750.0 3265.0 9025.0 6588.0 876.72 6.3850 -734 2.23 93.826 3625.0 3175.0 8625.0 6588.0 866.69 6.3858 - - ϻҵƷָ PVCڻ PEڻ̼ PP-1 PP-5 PP-9 y year \ -738 3836.41 11860.0 9585.0 9643.0 9486.0 9380.0 9540.0 2021.0 -737 3703.81 11040.0 9210.0 9202.0 9080.0 9033.0 9170.0 2021.0 -736 3584.19 10355.0 9305.0 9265.0 9121.0 9090.0 9170.0 2021.0 -735 3506.00 10225.0 9145.0 9023.0 8927.0 8922.0 9020.0 2021.0 -734 3508.63 10195.0 9065.0 8852.0 8855.0 8822.0 8870.0 2021.0 - - month day dayofweek weekofyear dayofyear quarternum dayofquarter \ -738 10.0 19.0 1.0 42 292.0 4.0 19.0 -737 10.0 20.0 2.0 42 293.0 4.0 20.0 -736 10.0 21.0 3.0 42 294.0 4.0 21.0 -735 10.0 22.0 4.0 42 295.0 4.0 22.0 -734 10.0 25.0 0.0 43 298.0 4.0 25.0 - - is_month_start is_month_end is_quarter_start is_quarter_end \ -738 0.0 0.0 0.0 0.0 -737 0.0 0.0 0.0 0.0 -736 0.0 0.0 0.0 0.0 -735 0.0 0.0 0.0 0.0 -734 0.0 0.0 0.0 0.0 - - is_year_start is_year_end unique_id -738 0.0 0.0 1 -737 0.0 0.0 1 -736 0.0 0.0 1 -735 0.0 0.0 1 -734 0.0 0.0 1 - -[5 rows x 329 columns] -2024-11-20 09:34:53,424 - my_logger - INFO - -Testing set head: -2024-11-20 09:34:53,424 - my_logger - INFO - -Testing set head: -2024-11-20 09:34:53,425 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ \ -588 2022-06-01 621.7030 22.0 -178.0 -587 2022-06-02 552.9803 40.0 -160.0 -586 2022-06-06 603.3724 74.0 -96.0 -585 2022-06-07 637.3217 65.0 -105.0 -584 2022-06-08 688.8880 -25.0 -165.0 - - ۱ϩ̼ۣ úƾ۱ϩ PPϣɽ/ƴ BOPPɱйգ PP޷IJɱգ \ -588 -78.0 -959.0 8600.0 9950.0 11020.0 -587 -60.0 -962.0 8575.0 9950.0 11012.5 -586 24.0 -1487.0 8575.0 10050.0 11100.0 -585 -5.0 -1525.0 8625.0 10050.0 11115.0 -584 -55.0 -1480.0 8550.0 10050.0 11092.5 - - CPPĤɱգ PEעܿ/ PETƿƬйգ7DMA PPйܣ PPƽйܣ \ -588 11540.0 59.5 730.9914 10.59 54.9 -587 11540.0 59.5 733.5329 10.59 54.9 -586 11620.0 59.5 728.8336 10.59 54.9 -585 11620.0 59.5 704.8064 10.59 54.9 -584 11620.0 59.5 677.7729 10.59 54.9 - - PPйܣ PPָ PPǿָ PPг/ɽգ \ -588 34.51 -16.47 3.2587 6700.0 -587 34.51 -16.47 3.2587 6700.0 -586 34.51 -16.47 3.2587 6700.0 -585 34.51 -16.47 3.2587 6700.0 -584 34.51 -16.47 3.2587 6700.0 - - ӡȷۿ57%FeƷƼ۸ൺ -йPSGPPS۲ ܱƷ ܱඩ ܱƷ \ -588 644.92 1065.0 2289.14 8.5 7.8 -587 653.20 1065.0 2289.14 8.5 7.8 -586 667.00 1055.0 2289.14 8.5 7.8 -585 668.84 1035.0 2289.14 8.5 7.8 -584 668.84 1035.0 2289.14 8.5 7.8 - - ܱԭϿ ܱ忪 PPܲĿ PP޷IJ BOPP йPP޷IJԭϿ \ -588 11.0 48.5 45.56 52.0 62.39 15.57 -587 11.0 48.5 45.56 52.0 62.39 15.57 -586 11.0 48.5 45.56 52.0 62.39 15.57 -585 11.0 48.5 45.56 52.0 62.39 15.57 -584 11.0 48.5 45.56 52.0 62.39 15.57 - - йPP޷IJԭϿ йPP޷IJƷ PP˿ֻ۸ PP̼ PPϣɽ \ -588 362.67 4.62 8800.0 8908.0 8600.0 -587 362.67 4.62 8800.0 8890.0 8575.0 -586 362.67 4.62 8900.0 8926.0 8575.0 -585 362.67 4.62 8900.0 8915.0 8625.0 -584 362.67 4.62 8900.0 9005.0 8550.0 - - PP˿S1003гۣݣֻգ PP˿S1003гۣݸԴգ \ -588 8850.0 8900.0 -587 8800.0 8950.0 -586 8900.0 8950.0 -585 8900.0 8950.0 -584 8950.0 8950.0 - - PP۹ۣK8003ۣݣԴգ PP۹ۣK8003ֻۣգ \ -588 9120.0 8950.0 -587 9120.0 8900.0 -586 9200.0 8950.0 -585 9100.0 8950.0 -584 9100.0 8950.0 - - PP˿1102KгۣʣԴúգ PP˿1102KгۣݣԴúգ \ -588 8800.0 8730.0 -587 8800.0 8730.0 -586 8850.0 8870.0 -585 8800.0 8840.0 -584 8800.0 8850.0 - - PP͸M26ETۣգ PP͸HC-RP340Rۣɽգ \ -588 9600.0 9450.0 -587 9600.0 9450.0 -586 9600.0 9550.0 -585 9600.0 9550.0 -584 9600.0 9550.0 - - ֻ(м):۾۱ϩ(PP-H):CFRԶ ֻ(м):۱ϩPP(ά/ע):FOBŷ \ -588 1099.0 1910.0 -587 1099.0 1910.0 -586 1089.0 1910.0 -585 1079.0 1910.0 -584 1079.0 1733.0 - - ֻ(м):۾۱ϩ(PP-H):FOBж ֻ(м):۱ϩPP(ά/ע):FAS˹ PP \ -588 1044.0 2215.0 8874.0 -587 1044.0 2215.0 8889.0 -586 1034.0 2215.0 8989.0 -585 1024.0 2215.0 8992.0 -584 1024.0 2204.0 9003.0 - - PP񻪾ģ PP񻪾ģʣ PP񻪾ģ ... CPPۣйգ \ -588 8833.0 8734.0 8650.0 ... 0.0 -587 8830.0 8710.0 8580.0 ... 0.0 -586 8950.0 8833.0 8713.0 ... 1.2 -585 8912.0 8804.0 8680.0 ... 1.2 -584 8957.0 8840.0 8710.0 ... 1.2 - - CPPԪ۱Ĥйգ ˮܣйգ BOPP󣨻 PPγƷ \ -588 0.36 3.35 587.0 6.115 -587 0.36 2.60 570.0 6.115 -586 0.36 1.11 450.0 6.115 -585 1.11 1.11 488.0 6.115 -584 1.11 1.11 443.0 6.115 - - PPζ йBOPPͬ йBOPP/4WMA BOPP깤ܣ BOPPն¶T \ -588 7.8833 1.80 11.0825 2520.0 156.8 -587 7.8833 2.13 11.0825 2520.0 70.1 -586 7.8833 2.13 11.0825 2520.0 211.2 -585 7.8833 2.13 11.0825 2520.0 167.7 -584 7.8833 2.13 11.0825 2520.0 125.1 - - BOPP¶7DMA йPPܶɽ BOPPʳ/3 йBOPPƷͬ йCPP \ -588 166.9786 33.75 3.3043 91.2 4.65 -587 168.1500 33.75 3.3043 91.2 4.65 -586 135.8214 33.75 3.3043 91.2 4.65 -585 126.7929 33.75 3.3043 91.2 4.65 -584 128.4929 33.75 3.3043 91.2 4.65 - - BOPPƵ BOPP -Ʒ йгƽۣBOPPĤ LMEͭ ƽ1Լ \ -588 10.50 3.71 10800.0 9520.0 1843.3 -587 10.50 3.71 10800.0 9520.0 1866.5 -586 10.83 3.71 10800.0 9743.0 1839.2 -585 10.83 3.71 10800.0 9723.0 1847.5 -584 10.83 3.71 10800.0 9735.0 1851.9 - - Brent-WTI Ԫָ ״³ϼ۸ ״ָ̫ۿڼ۸ ɽϩ 飨ɽ FEI M1 ڰһ \ -588 1.03 102.543 2590.0 2805.0 8000.0 6406.0 798.09 6.6862 -587 0.74 101.751 2610.0 2790.0 7950.0 6366.0 785.04 6.6603 -586 1.01 102.414 2675.0 2795.0 8000.0 6434.0 804.57 6.6539 -585 1.16 102.330 2710.0 2815.0 8000.0 6442.0 796.33 6.6705 -584 1.47 102.543 2710.0 2845.0 8000.0 6436.0 790.48 6.6838 - - ϻҵƷָ PVCڻ PEڻ̼ PP-1 PP-5 PP-9 y \ -588 4037.64 8415.0 9015.0 8819.0 8735.0 8908.0 8726.666667 -587 4073.92 8501.0 9048.0 8810.0 8709.0 8890.0 8716.666667 -586 4113.74 8728.0 9023.0 8846.0 8815.0 8926.0 8833.333333 -585 4117.11 8730.0 9051.0 8833.0 8765.0 8915.0 8806.666667 -584 4163.74 8792.0 9144.0 8925.0 8813.0 9005.0 8800.000000 - - year month day dayofweek weekofyear dayofyear quarternum \ -588 2022.0 6.0 1.0 2.0 22 152.0 2.0 -587 2022.0 6.0 2.0 3.0 22 153.0 2.0 -586 2022.0 6.0 6.0 0.0 23 157.0 2.0 -585 2022.0 6.0 7.0 1.0 23 158.0 2.0 -584 2022.0 6.0 8.0 2.0 23 159.0 2.0 - - dayofquarter is_month_start is_month_end is_quarter_start \ -588 62.0 1.0 0.0 0.0 -587 63.0 0.0 0.0 0.0 -586 67.0 0.0 0.0 0.0 -585 68.0 0.0 0.0 0.0 -584 69.0 0.0 0.0 0.0 - - is_quarter_end is_year_start is_year_end unique_id -588 0.0 0.0 0.0 1 -587 0.0 0.0 0.0 1 -586 0.0 0.0 0.0 1 -585 0.0 0.0 0.0 1 -584 0.0 0.0 0.0 1 - -[5 rows x 329 columns] -2024-11-20 09:34:53,425 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ \ -588 2022-06-01 621.7030 22.0 -178.0 -587 2022-06-02 552.9803 40.0 -160.0 -586 2022-06-06 603.3724 74.0 -96.0 -585 2022-06-07 637.3217 65.0 -105.0 -584 2022-06-08 688.8880 -25.0 -165.0 - - ۱ϩ̼ۣ úƾ۱ϩ PPϣɽ/ƴ BOPPɱйգ PP޷IJɱգ \ -588 -78.0 -959.0 8600.0 9950.0 11020.0 -587 -60.0 -962.0 8575.0 9950.0 11012.5 -586 24.0 -1487.0 8575.0 10050.0 11100.0 -585 -5.0 -1525.0 8625.0 10050.0 11115.0 -584 -55.0 -1480.0 8550.0 10050.0 11092.5 - - CPPĤɱգ PEעܿ/ PETƿƬйգ7DMA PPйܣ PPƽйܣ \ -588 11540.0 59.5 730.9914 10.59 54.9 -587 11540.0 59.5 733.5329 10.59 54.9 -586 11620.0 59.5 728.8336 10.59 54.9 -585 11620.0 59.5 704.8064 10.59 54.9 -584 11620.0 59.5 677.7729 10.59 54.9 - - PPйܣ PPָ PPǿָ PPг/ɽգ \ -588 34.51 -16.47 3.2587 6700.0 -587 34.51 -16.47 3.2587 6700.0 -586 34.51 -16.47 3.2587 6700.0 -585 34.51 -16.47 3.2587 6700.0 -584 34.51 -16.47 3.2587 6700.0 - - ӡȷۿ57%FeƷƼ۸ൺ -йPSGPPS۲ ܱƷ ܱඩ ܱƷ \ -588 644.92 1065.0 2289.14 8.5 7.8 -587 653.20 1065.0 2289.14 8.5 7.8 -586 667.00 1055.0 2289.14 8.5 7.8 -585 668.84 1035.0 2289.14 8.5 7.8 -584 668.84 1035.0 2289.14 8.5 7.8 - - ܱԭϿ ܱ忪 PPܲĿ PP޷IJ BOPP йPP޷IJԭϿ \ -588 11.0 48.5 45.56 52.0 62.39 15.57 -587 11.0 48.5 45.56 52.0 62.39 15.57 -586 11.0 48.5 45.56 52.0 62.39 15.57 -585 11.0 48.5 45.56 52.0 62.39 15.57 -584 11.0 48.5 45.56 52.0 62.39 15.57 - - йPP޷IJԭϿ йPP޷IJƷ PP˿ֻ۸ PP̼ PPϣɽ \ -588 362.67 4.62 8800.0 8908.0 8600.0 -587 362.67 4.62 8800.0 8890.0 8575.0 -586 362.67 4.62 8900.0 8926.0 8575.0 -585 362.67 4.62 8900.0 8915.0 8625.0 -584 362.67 4.62 8900.0 9005.0 8550.0 - - PP˿S1003гۣݣֻգ PP˿S1003гۣݸԴգ \ -588 8850.0 8900.0 -587 8800.0 8950.0 -586 8900.0 8950.0 -585 8900.0 8950.0 -584 8950.0 8950.0 - - PP۹ۣK8003ۣݣԴգ PP۹ۣK8003ֻۣգ \ -588 9120.0 8950.0 -587 9120.0 8900.0 -586 9200.0 8950.0 -585 9100.0 8950.0 -584 9100.0 8950.0 - - PP˿1102KгۣʣԴúգ PP˿1102KгۣݣԴúգ \ -588 8800.0 8730.0 -587 8800.0 8730.0 -586 8850.0 8870.0 -585 8800.0 8840.0 -584 8800.0 8850.0 - - PP͸M26ETۣգ PP͸HC-RP340Rۣɽգ \ -588 9600.0 9450.0 -587 9600.0 9450.0 -586 9600.0 9550.0 -585 9600.0 9550.0 -584 9600.0 9550.0 - - ֻ(м):۾۱ϩ(PP-H):CFRԶ ֻ(м):۱ϩPP(ά/ע):FOBŷ \ -588 1099.0 1910.0 -587 1099.0 1910.0 -586 1089.0 1910.0 -585 1079.0 1910.0 -584 1079.0 1733.0 - - ֻ(м):۾۱ϩ(PP-H):FOBж ֻ(м):۱ϩPP(ά/ע):FAS˹ PP \ -588 1044.0 2215.0 8874.0 -587 1044.0 2215.0 8889.0 -586 1034.0 2215.0 8989.0 -585 1024.0 2215.0 8992.0 -584 1024.0 2204.0 9003.0 - - PP񻪾ģ PP񻪾ģʣ PP񻪾ģ ... CPPۣйգ \ -588 8833.0 8734.0 8650.0 ... 0.0 -587 8830.0 8710.0 8580.0 ... 0.0 -586 8950.0 8833.0 8713.0 ... 1.2 -585 8912.0 8804.0 8680.0 ... 1.2 -584 8957.0 8840.0 8710.0 ... 1.2 - - CPPԪ۱Ĥйգ ˮܣйգ BOPP󣨻 PPγƷ \ -588 0.36 3.35 587.0 6.115 -587 0.36 2.60 570.0 6.115 -586 0.36 1.11 450.0 6.115 -585 1.11 1.11 488.0 6.115 -584 1.11 1.11 443.0 6.115 - - PPζ йBOPPͬ йBOPP/4WMA BOPP깤ܣ BOPPն¶T \ -588 7.8833 1.80 11.0825 2520.0 156.8 -587 7.8833 2.13 11.0825 2520.0 70.1 -586 7.8833 2.13 11.0825 2520.0 211.2 -585 7.8833 2.13 11.0825 2520.0 167.7 -584 7.8833 2.13 11.0825 2520.0 125.1 - - BOPP¶7DMA йPPܶɽ BOPPʳ/3 йBOPPƷͬ йCPP \ -588 166.9786 33.75 3.3043 91.2 4.65 -587 168.1500 33.75 3.3043 91.2 4.65 -586 135.8214 33.75 3.3043 91.2 4.65 -585 126.7929 33.75 3.3043 91.2 4.65 -584 128.4929 33.75 3.3043 91.2 4.65 - - BOPPƵ BOPP -Ʒ йгƽۣBOPPĤ LMEͭ ƽ1Լ \ -588 10.50 3.71 10800.0 9520.0 1843.3 -587 10.50 3.71 10800.0 9520.0 1866.5 -586 10.83 3.71 10800.0 9743.0 1839.2 -585 10.83 3.71 10800.0 9723.0 1847.5 -584 10.83 3.71 10800.0 9735.0 1851.9 - - Brent-WTI Ԫָ ״³ϼ۸ ״ָ̫ۿڼ۸ ɽϩ 飨ɽ FEI M1 ڰһ \ -588 1.03 102.543 2590.0 2805.0 8000.0 6406.0 798.09 6.6862 -587 0.74 101.751 2610.0 2790.0 7950.0 6366.0 785.04 6.6603 -586 1.01 102.414 2675.0 2795.0 8000.0 6434.0 804.57 6.6539 -585 1.16 102.330 2710.0 2815.0 8000.0 6442.0 796.33 6.6705 -584 1.47 102.543 2710.0 2845.0 8000.0 6436.0 790.48 6.6838 - - ϻҵƷָ PVCڻ PEڻ̼ PP-1 PP-5 PP-9 y \ -588 4037.64 8415.0 9015.0 8819.0 8735.0 8908.0 8726.666667 -587 4073.92 8501.0 9048.0 8810.0 8709.0 8890.0 8716.666667 -586 4113.74 8728.0 9023.0 8846.0 8815.0 8926.0 8833.333333 -585 4117.11 8730.0 9051.0 8833.0 8765.0 8915.0 8806.666667 -584 4163.74 8792.0 9144.0 8925.0 8813.0 9005.0 8800.000000 - - year month day dayofweek weekofyear dayofyear quarternum \ -588 2022.0 6.0 1.0 2.0 22 152.0 2.0 -587 2022.0 6.0 2.0 3.0 22 153.0 2.0 -586 2022.0 6.0 6.0 0.0 23 157.0 2.0 -585 2022.0 6.0 7.0 1.0 23 158.0 2.0 -584 2022.0 6.0 8.0 2.0 23 159.0 2.0 - - dayofquarter is_month_start is_month_end is_quarter_start \ -588 62.0 1.0 0.0 0.0 -587 63.0 0.0 0.0 0.0 -586 67.0 0.0 0.0 0.0 -585 68.0 0.0 0.0 0.0 -584 69.0 0.0 0.0 0.0 - - is_quarter_end is_year_start is_year_end unique_id -588 0.0 0.0 0.0 1 -587 0.0 0.0 0.0 1 -586 0.0 0.0 0.0 1 -585 0.0 0.0 0.0 1 -584 0.0 0.0 0.0 1 - -[5 rows x 329 columns] -2024-11-20 09:42:19,384 - my_logger - INFO - ģѵ -2024-11-20 09:42:19,384 - my_logger - INFO - ģѵ -2024-11-20 09:42:19,391 - my_logger - INFO - ѵݻͼing -2024-11-20 09:42:19,391 - my_logger - INFO - ѵݻͼing -2024-11-20 09:42:21,160 - my_logger - INFO - ѵݻͼend -2024-11-20 09:42:21,160 - my_logger - INFO - ѵݻͼend -2024-11-20 09:42:21,170 - my_logger - INFO - ing -2024-11-20 09:42:21,170 - my_logger - INFO - ing -2024-11-20 09:42:21,322 - my_logger - INFO - ʼƼ۲ֱָͼ -2024-11-20 09:42:21,322 - my_logger - INFO - ʼƼ۲ֱָͼ -2024-11-20 09:42:23,481 - my_logger - INFO - ۲ָܺΪ11.033279360751804 -2024-11-20 09:42:23,481 - my_logger - INFO - ۲ָܺΪ11.033279360751804 -2024-11-20 09:42:23,484 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-20 09:42:23,484 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-20 09:42:28,033 - my_logger - INFO - ۸ָܺΪ91.11201716083437 -2024-11-20 09:42:28,033 - my_logger - INFO - ۸ָܺΪ91.11201716083437 -2024-11-20 09:42:28,035 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-20 09:42:28,035 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-20 09:42:30,085 - my_logger - INFO - ӦָܺΪ19.68970163194788 -2024-11-20 09:42:30,085 - my_logger - INFO - ӦָܺΪ19.68970163194788 -2024-11-20 09:42:30,088 - my_logger - INFO - ʼֱָͼ -2024-11-20 09:42:30,088 - my_logger - INFO - ʼֱָͼ -2024-11-20 09:42:32,121 - my_logger - INFO - ָܺΪ12.062003637554202 -2024-11-20 09:42:32,121 - my_logger - INFO - ָܺΪ12.062003637554202 -2024-11-20 09:42:32,123 - my_logger - INFO - ʼƿֱָͼ -2024-11-20 09:42:32,123 - my_logger - INFO - ʼƿֱָͼ -2024-11-20 09:42:34,475 - my_logger - INFO - ָܺΪ11.266242723870176 -2024-11-20 09:42:34,475 - my_logger - INFO - ָܺΪ11.266242723870176 -2024-11-20 09:42:34,477 - my_logger - INFO - ʼƽֱָͼ -2024-11-20 09:42:34,477 - my_logger - INFO - ʼƽֱָͼ -2024-11-20 09:42:35,042 - my_logger - INFO - ָܺΪ1.6205427630454334 -2024-11-20 09:42:35,042 - my_logger - INFO - ָܺΪ1.6205427630454334 -2024-11-20 09:42:35,045 - my_logger - INFO - ʼֱָͼ -2024-11-20 09:42:35,045 - my_logger - INFO - ʼֱָͼ -2024-11-20 09:42:36,508 - my_logger - INFO - ָܺΪ6.761200339955732 -2024-11-20 09:42:36,508 - my_logger - INFO - ָܺΪ6.761200339955732 -2024-11-20 09:42:36,511 - my_logger - INFO - ʼܺ͵ͼ -2024-11-20 09:42:36,511 - my_logger - INFO - ʼܺ͵ͼ -2024-11-20 09:42:36,952 - my_logger - INFO - ܺ͵ͼ -2024-11-20 09:42:36,952 - my_logger - INFO - ܺ͵ͼ -2024-11-20 09:42:39,934 - my_logger - INFO - end -2024-11-20 09:42:39,934 - my_logger - INFO - end -2024-11-20 09:42:39,936 - my_logger - INFO - ģѵ -2024-11-20 09:42:39,936 - my_logger - INFO - ģѵ -2024-11-20 09:55:30,885 - my_logger - INFO - etaȡ... -2024-11-20 09:55:30,885 - my_logger - INFO - etaȡ... -2024-11-20 09:55:31,204 - my_logger - INFO - ['ID01385938', 'lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] -2024-11-20 09:55:31,204 - 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INFO - S5479800 -2024-11-20 09:55:33,668 - my_logger - INFO - S5479800 -2024-11-20 09:55:33,931 - my_logger - INFO - S5443108 -2024-11-20 09:55:33,931 - my_logger - INFO - S5443108 -2024-11-20 09:55:34,200 - my_logger - INFO - H7358586 -2024-11-20 09:55:34,200 - my_logger - INFO - H7358586 -2024-11-20 09:55:34,360 - my_logger - INFO - LC3FM1 INDEX -2024-11-20 09:55:34,360 - my_logger - INFO - LC3FM1 INDEX -2024-11-20 09:55:34,600 - my_logger - INFO - CNY REGN Curncy -2024-11-20 09:55:34,600 - my_logger - INFO - CNY REGN Curncy -2024-11-20 09:55:35,381 - my_logger - INFO - s0105897 -2024-11-20 09:55:35,381 - my_logger - INFO - s0105897 -2024-11-20 09:55:35,771 - my_logger - INFO - M0067419 -2024-11-20 09:55:35,771 - my_logger - INFO - M0067419 -2024-11-20 09:55:36,107 - my_logger - INFO - M0066351 -2024-11-20 09:55:36,107 - my_logger - INFO - M0066351 -2024-11-20 09:55:36,459 - my_logger - INFO - S0266372 -2024-11-20 09:55:36,459 - my_logger - INFO - S0266372 -2024-11-20 09:55:36,722 - my_logger - INFO - S0266438 -2024-11-20 09:55:36,722 - my_logger - INFO - S0266438 -2024-11-20 09:55:37,000 - my_logger - INFO - S0266506 -2024-11-20 09:55:37,000 - my_logger - INFO - S0266506 -2024-11-20 09:55:37,290 - my_logger - INFO - date PP˿1102KгۣݣԴúգ LMEͭ ƽ1Լ Brent-WTI \ -0 2024-11-19 7390.0 NaN 2634.7 4.12 -1 2024-11-18 7380.0 9072.5 2614.6 4.14 -2 2024-11-15 7380.0 9002.5 2570.1 4.02 -3 2024-11-14 7380.0 8990.0 2572.9 3.86 -4 2024-11-13 7380.0 9047.0 2586.5 3.85 - - Ԫָ ״³ϼ۸ ״ָ̫ۿڼ۸ ɽϩ 飨ɽ FEI M1 ڰһ ϻҵƷָ \ -0 106.206 NaN NaN NaN NaN 615.08 7.2387 NaN -1 106.275 2340.0 NaN 6850.0 NaN 606.60 7.2320 3727.05 -2 106.687 2310.0 NaN 6930.0 NaN 611.69 7.2294 3708.14 -3 106.673 2310.0 2472.0 6945.0 NaN 618.61 7.2271 3739.76 -4 106.481 2310.0 2480.0 6800.0 NaN 621.88 7.2340 3772.43 - - PVCڻ PEڻ̼ PP-1 PP-5 PP-9 -0 NaN NaN NaN NaN NaN -1 5284.0 NaN NaN NaN NaN -2 5282.0 NaN NaN NaN NaN -3 5310.0 NaN NaN NaN NaN -4 5347.0 NaN NaN NaN NaN -2024-11-20 09:55:37,290 - my_logger - INFO - date PP˿1102KгۣݣԴúգ LMEͭ ƽ1Լ Brent-WTI \ -0 2024-11-19 7390.0 NaN 2634.7 4.12 -1 2024-11-18 7380.0 9072.5 2614.6 4.14 -2 2024-11-15 7380.0 9002.5 2570.1 4.02 -3 2024-11-14 7380.0 8990.0 2572.9 3.86 -4 2024-11-13 7380.0 9047.0 2586.5 3.85 - - Ԫָ ״³ϼ۸ ״ָ̫ۿڼ۸ ɽϩ 飨ɽ FEI M1 ڰһ ϻҵƷָ \ -0 106.206 NaN NaN NaN NaN 615.08 7.2387 NaN -1 106.275 2340.0 NaN 6850.0 NaN 606.60 7.2320 3727.05 -2 106.687 2310.0 NaN 6930.0 NaN 611.69 7.2294 3708.14 -3 106.673 2310.0 2472.0 6945.0 NaN 618.61 7.2271 3739.76 -4 106.481 2310.0 2480.0 6800.0 NaN 621.88 7.2340 3772.43 - - PVCڻ PEڻ̼ PP-1 PP-5 PP-9 -0 NaN NaN NaN NaN NaN -1 5284.0 NaN NaN NaN NaN -2 5282.0 NaN NaN NaN NaN -3 5310.0 NaN NaN NaN NaN -4 5347.0 NaN NaN NaN NaN -2024-11-20 10:06:39,758 - my_logger - INFO - 从eta获取数据... -2024-11-20 10:06:39,758 - my_logger - INFO - 从eta获取数据... -2024-11-20 10:07:22,521 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和 -2024-11-20 10:07:22,521 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和 -2024-11-20 10:07:22,522 - my_logger - INFO - 跳过指标 PP2409前20多单量 -2024-11-20 10:07:22,522 - my_logger - INFO - 跳过指标 PP2409前20多单量 -2024-11-20 10:07:22,524 - my_logger - INFO - 跳过指标 PP2409前20空单量 -2024-11-20 10:07:22,524 - my_logger - INFO - 跳过指标 PP2409前20空单量 -2024-11-20 10:07:42,561 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] -2024-11-20 10:07:42,561 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] -2024-11-20 10:07:42,563 - my_logger - INFO - lmcads03 lme comdty -2024-11-20 10:07:42,563 - my_logger - INFO - lmcads03 lme comdty -2024-11-20 10:07:42,944 - my_logger - INFO - GC1 COMB Comdty -2024-11-20 10:07:42,944 - my_logger - INFO - GC1 COMB Comdty -2024-11-20 10:07:43,563 - my_logger - INFO - C2404171822 -2024-11-20 10:07:43,563 - my_logger - INFO - C2404171822 -2024-11-20 10:07:44,256 - my_logger - INFO - dxy curncy -2024-11-20 10:07:44,256 - my_logger - INFO - dxy curncy -2024-11-20 10:07:44,858 - my_logger - INFO - S5443199 -2024-11-20 10:07:44,858 - my_logger - INFO - S5443199 -2024-11-20 10:07:45,176 - my_logger - INFO - S5479800 -2024-11-20 10:07:45,176 - my_logger - INFO - S5479800 -2024-11-20 10:07:45,440 - my_logger - INFO - S5443108 -2024-11-20 10:07:45,440 - my_logger - INFO - S5443108 -2024-11-20 10:07:45,739 - my_logger - INFO - H7358586 -2024-11-20 10:07:45,739 - my_logger - INFO - H7358586 -2024-11-20 10:07:45,915 - my_logger - INFO - LC3FM1 INDEX -2024-11-20 10:07:45,915 - my_logger - INFO - LC3FM1 INDEX -2024-11-20 10:07:46,182 - my_logger - INFO - CNY REGN Curncy -2024-11-20 10:07:46,182 - my_logger - INFO - CNY REGN Curncy -2024-11-20 10:07:47,029 - my_logger - INFO - s0105897 -2024-11-20 10:07:47,029 - my_logger - INFO - s0105897 -2024-11-20 10:07:47,443 - my_logger - INFO - M0067419 -2024-11-20 10:07:47,443 - my_logger - INFO - M0067419 -2024-11-20 10:07:47,812 - my_logger - INFO - M0066351 -2024-11-20 10:07:47,812 - my_logger - INFO - M0066351 -2024-11-20 10:07:48,197 - my_logger - INFO - S0266372 -2024-11-20 10:07:48,197 - my_logger - INFO - S0266372 -2024-11-20 10:07:48,471 - my_logger - INFO - S0266438 -2024-11-20 10:07:48,471 - my_logger - INFO - S0266438 -2024-11-20 10:07:48,746 - my_logger - INFO - S0266506 -2024-11-20 10:07:48,746 - my_logger - INFO - S0266506 -2024-11-20 10:07:49,076 - my_logger - INFO - date PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） \ -6556 2024-11-20 NaN NaN NaN -6462 2024-11-19 NaN NaN NaN -950 2024-11-18 NaN NaN NaN -6557 2024-11-17 NaN NaN NaN -6558 2024-11-16 NaN NaN NaN - - 华东聚丙烯基差（折盘面收盘价） 聚丙烯品类价差：共聚与拉丝（华东） 煤制聚丙烯利润 PP粉料（山东）/拼接 BOPP：成本：中国（日） \ -6556 NaN NaN NaN NaN NaN -6462 NaN NaN NaN NaN NaN -950 NaN NaN -1183.0 NaN NaN -6557 NaN NaN NaN NaN NaN -6558 NaN NaN NaN NaN NaN - - PP无纺布生产成本（日） ... 山东丙烯主流价 丙烷（山东） FEI丙烷 M1 在岸人民币汇率 南华工业品指数 PVC期货主力 \ -6556 NaN ... NaN NaN NaN NaN NaN NaN -6462 NaN ... NaN NaN 615.08 7.2387 NaN NaN -950 NaN ... 6850.0 NaN 606.60 7.2320 3727.05 5284.0 -6557 NaN ... NaN NaN NaN NaN NaN NaN -6558 NaN ... NaN NaN NaN NaN NaN NaN - - PE期货收盘价 PP连续-1月 PP连续-5月 PP连续-9月 -6556 NaN NaN NaN NaN -6462 NaN NaN NaN NaN -950 NaN NaN NaN NaN -6557 NaN NaN NaN NaN -6558 NaN NaN NaN NaN - -[5 rows x 357 columns] -2024-11-20 10:07:49,076 - my_logger - INFO - date PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） \ -6556 2024-11-20 NaN NaN NaN -6462 2024-11-19 NaN NaN NaN -950 2024-11-18 NaN NaN NaN -6557 2024-11-17 NaN NaN NaN -6558 2024-11-16 NaN NaN NaN - - 华东聚丙烯基差（折盘面收盘价） 聚丙烯品类价差：共聚与拉丝（华东） 煤制聚丙烯利润 PP粉料（山东）/拼接 BOPP：成本：中国（日） \ -6556 NaN NaN NaN NaN NaN -6462 NaN NaN NaN NaN NaN -950 NaN NaN -1183.0 NaN NaN -6557 NaN NaN NaN NaN NaN -6558 NaN NaN NaN NaN NaN - - PP无纺布生产成本（日） ... 山东丙烯主流价 丙烷（山东） FEI丙烷 M1 在岸人民币汇率 南华工业品指数 PVC期货主力 \ -6556 NaN ... NaN NaN NaN NaN NaN NaN -6462 NaN ... NaN NaN 615.08 7.2387 NaN NaN -950 NaN ... 6850.0 NaN 606.60 7.2320 3727.05 5284.0 -6557 NaN ... NaN NaN NaN NaN NaN NaN -6558 NaN ... NaN NaN NaN NaN NaN NaN - - PE期货收盘价 PP连续-1月 PP连续-5月 PP连续-9月 -6556 NaN NaN NaN NaN -6462 NaN NaN NaN NaN -950 NaN NaN NaN NaN -6557 NaN NaN NaN NaN -6558 NaN NaN NaN NaN - -[5 rows x 357 columns] -2024-11-20 10:08:46,388 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354) -2024-11-20 10:08:46,388 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354) -2024-11-20 10:08:46,783 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314) -2024-11-20 10:08:46,783 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314) -2024-11-20 10:08:46,787 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314) -2024-11-20 10:08:46,787 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314) -2024-11-20 10:08:46,791 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314) -2024-11-20 10:08:46,791 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314) -2024-11-20 10:08:48,330 - my_logger - INFO - 日度(218) 周度(94) 84天(1) -0 PP主力收盘价拟合残差/丙烷 CP M1 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜 -1 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周） -2 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周） -3 华东聚丙烯基差（折盘面收盘价） PP：看升比例：中国（周） -4 煤制聚丙烯利润 PP看空情绪指数环差 -.. ... ... ... -213 PE期货收盘价 -214 PP连续-1月 -215 PP连续-5月 -216 PP连续-9月 -217 y - -[218 rows x 3 columns] -2024-11-20 10:08:48,330 - my_logger - INFO - 日度(218) 周度(94) 84天(1) -0 PP主力收盘价拟合残差/丙烷 CP M1 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜 -1 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周） -2 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周） -3 华东聚丙烯基差（折盘面收盘价） PP：看升比例：中国（周） -4 煤制聚丙烯利润 PP看空情绪指数环差 -.. ... ... ... -213 PE期货收盘价 -214 PP连续-1月 -215 PP连续-5月 -216 PP连续-9月 -217 y - -[218 rows x 3 columns] -2024-11-20 10:08:48,340 - my_logger - INFO - 特征信息：总共有311个,日度(218),周度(94),84天(1), 详看 附1、特征列表 - 数据特征工程： - 1. 数据日期排序，新日期在最后 - 2. 删除空列，特征数据列没有值，就删除 - 3. 删除近两月不再更新值的指标 - 4. 非日度数据填充为日度数据，填充规则： - -- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据 - -- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值 - 数据特征相关性分析： - -2024-11-20 10:08:48,340 - my_logger - INFO - 特征信息：总共有311个,日度(218),周度(94),84天(1), 详看 附1、特征列表 - 数据特征工程： - 1. 数据日期排序，新日期在最后 - 2. 删除空列，特征数据列没有值，就删除 - 3. 删除近两月不再更新值的指标 - 4. 非日度数据填充为日度数据，填充规则： - -- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据 - -- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值 - 数据特征相关性分析： - -2024-11-20 10:08:48,342 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-20 10:08:48,342 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-20 10:08:48,958 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00' -2024-11-20 10:08:48,958 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00' -2024-11-20 10:08:48,983 - my_logger - INFO - 开始训练模型... -2024-11-20 10:08:48,983 - my_logger - INFO - 开始训练模型... -2024-11-20 10:08:49,004 - my_logger - INFO - Training set head: -2024-11-20 10:08:49,004 - my_logger - INFO - Training set head: -2024-11-20 10:08:49,006 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） \ -738 2021-10-19 -165.5689 57.0 -93.0 -737 2021-10-20 -165.5689 198.0 48.0 -736 2021-10-21 -165.5689 215.0 -75.0 -735 2021-10-22 -165.5689 177.0 -63.0 -734 2021-10-25 -165.5689 298.0 -2.0 - - 华东聚丙烯基差（折盘面收盘价） 煤制聚丙烯利润 PP粉料（山东）/拼接 BOPP：成本：中国（日） PP无纺布生产成本（日） \ -738 -43.0 -5763.0 9600.0 10750.0 11862.5 -737 148.0 -6063.0 9400.0 10500.0 11785.0 -736 35.0 -6135.0 9250.0 10400.0 11547.5 -735 27.0 -6313.0 9100.0 10150.0 11432.5 -734 48.0 -6463.0 8950.0 10050.0 11432.5 - - CPP薄膜成本（日） ... dayofyear quarternum dayofquarter is_month_start \ -738 12410.0 ... 292.0 4.0 19.0 0.0 -737 12230.0 ... 293.0 4.0 20.0 0.0 -736 12140.0 ... 294.0 4.0 21.0 0.0 -735 12140.0 ... 295.0 4.0 22.0 0.0 -734 12000.0 ... 298.0 4.0 25.0 0.0 - - is_month_end is_quarter_start is_quarter_end is_year_start \ -738 0.0 0.0 0.0 0.0 -737 0.0 0.0 0.0 0.0 -736 0.0 0.0 0.0 0.0 -735 0.0 0.0 0.0 0.0 -734 0.0 0.0 0.0 0.0 - - is_year_end unique_id -738 0.0 1 -737 0.0 1 -736 0.0 1 -735 0.0 1 -734 0.0 1 - -[5 rows x 329 columns] -2024-11-20 10:08:49,006 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） \ -738 2021-10-19 -165.5689 57.0 -93.0 -737 2021-10-20 -165.5689 198.0 48.0 -736 2021-10-21 -165.5689 215.0 -75.0 -735 2021-10-22 -165.5689 177.0 -63.0 -734 2021-10-25 -165.5689 298.0 -2.0 - - 华东聚丙烯基差（折盘面收盘价） 煤制聚丙烯利润 PP粉料（山东）/拼接 BOPP：成本：中国（日） PP无纺布生产成本（日） \ -738 -43.0 -5763.0 9600.0 10750.0 11862.5 -737 148.0 -6063.0 9400.0 10500.0 11785.0 -736 35.0 -6135.0 9250.0 10400.0 11547.5 -735 27.0 -6313.0 9100.0 10150.0 11432.5 -734 48.0 -6463.0 8950.0 10050.0 11432.5 - - CPP薄膜成本（日） ... dayofyear quarternum dayofquarter is_month_start \ -738 12410.0 ... 292.0 4.0 19.0 0.0 -737 12230.0 ... 293.0 4.0 20.0 0.0 -736 12140.0 ... 294.0 4.0 21.0 0.0 -735 12140.0 ... 295.0 4.0 22.0 0.0 -734 12000.0 ... 298.0 4.0 25.0 0.0 - - is_month_end is_quarter_start is_quarter_end is_year_start \ -738 0.0 0.0 0.0 0.0 -737 0.0 0.0 0.0 0.0 -736 0.0 0.0 0.0 0.0 -735 0.0 0.0 0.0 0.0 -734 0.0 0.0 0.0 0.0 - - is_year_end unique_id -738 0.0 1 -737 0.0 1 -736 0.0 1 -735 0.0 1 -734 0.0 1 - -[5 rows x 329 columns] -2024-11-20 10:08:49,048 - my_logger - INFO - -Testing set head: -2024-11-20 10:08:49,048 - my_logger - INFO - -Testing set head: -2024-11-20 10:08:49,051 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） \ -588 2022-06-01 621.7030 22.0 -178.0 -587 2022-06-02 552.9803 40.0 -160.0 -586 2022-06-06 603.3724 74.0 -96.0 -585 2022-06-07 637.3217 65.0 -105.0 -584 2022-06-08 688.8880 -25.0 -165.0 - - 华东聚丙烯基差（折盘面收盘价） 煤制聚丙烯利润 PP粉料（山东）/拼接 BOPP：成本：中国（日） PP无纺布生产成本（日） \ -588 -78.0 -959.0 8600.0 9950.0 11020.0 -587 -60.0 -962.0 8575.0 9950.0 11012.5 -586 24.0 -1487.0 8575.0 10050.0 11100.0 -585 -5.0 -1525.0 8625.0 10050.0 11115.0 -584 -55.0 -1480.0 8550.0 10050.0 11092.5 - - CPP薄膜成本（日） ... dayofyear quarternum dayofquarter is_month_start \ -588 11540.0 ... 152.0 2.0 62.0 1.0 -587 11540.0 ... 153.0 2.0 63.0 0.0 -586 11620.0 ... 157.0 2.0 67.0 0.0 -585 11620.0 ... 158.0 2.0 68.0 0.0 -584 11620.0 ... 159.0 2.0 69.0 0.0 - - is_month_end is_quarter_start is_quarter_end is_year_start \ -588 0.0 0.0 0.0 0.0 -587 0.0 0.0 0.0 0.0 -586 0.0 0.0 0.0 0.0 -585 0.0 0.0 0.0 0.0 -584 0.0 0.0 0.0 0.0 - - is_year_end unique_id -588 0.0 1 -587 0.0 1 -586 0.0 1 -585 0.0 1 -584 0.0 1 - -[5 rows x 329 columns] -2024-11-20 10:08:49,051 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） \ -588 2022-06-01 621.7030 22.0 -178.0 -587 2022-06-02 552.9803 40.0 -160.0 -586 2022-06-06 603.3724 74.0 -96.0 -585 2022-06-07 637.3217 65.0 -105.0 -584 2022-06-08 688.8880 -25.0 -165.0 - - 华东聚丙烯基差（折盘面收盘价） 煤制聚丙烯利润 PP粉料（山东）/拼接 BOPP：成本：中国（日） PP无纺布生产成本（日） \ -588 -78.0 -959.0 8600.0 9950.0 11020.0 -587 -60.0 -962.0 8575.0 9950.0 11012.5 -586 24.0 -1487.0 8575.0 10050.0 11100.0 -585 -5.0 -1525.0 8625.0 10050.0 11115.0 -584 -55.0 -1480.0 8550.0 10050.0 11092.5 - - CPP薄膜成本（日） ... dayofyear quarternum dayofquarter is_month_start \ -588 11540.0 ... 152.0 2.0 62.0 1.0 -587 11540.0 ... 153.0 2.0 63.0 0.0 -586 11620.0 ... 157.0 2.0 67.0 0.0 -585 11620.0 ... 158.0 2.0 68.0 0.0 -584 11620.0 ... 159.0 2.0 69.0 0.0 - - is_month_end is_quarter_start is_quarter_end is_year_start \ -588 0.0 0.0 0.0 0.0 -587 0.0 0.0 0.0 0.0 -586 0.0 0.0 0.0 0.0 -585 0.0 0.0 0.0 0.0 -584 0.0 0.0 0.0 0.0 - - is_year_end unique_id -588 0.0 1 -587 0.0 1 -586 0.0 1 -585 0.0 1 -584 0.0 1 - -[5 rows x 329 columns] -2024-11-20 10:18:31,964 - my_logger - INFO - 模型训练完成 -2024-11-20 10:18:31,964 - my_logger - INFO - 模型训练完成 -2024-11-20 10:18:31,968 - my_logger - INFO - 训练数据绘图ing -2024-11-20 10:18:31,968 - my_logger - INFO - 训练数据绘图ing -2024-11-20 10:18:34,814 - my_logger - INFO - 训练数据绘图end -2024-11-20 10:18:34,814 - my_logger - INFO - 训练数据绘图end -2024-11-20 10:18:34,828 - my_logger - INFO - 制作报告ing -2024-11-20 10:18:34,828 - my_logger - INFO - 制作报告ing -2024-11-20 10:18:34,952 - my_logger - INFO - 开始绘制价差类指标的相关性直方图 -2024-11-20 10:18:34,952 - my_logger - INFO - 开始绘制价差类指标的相关性直方图 -2024-11-20 10:18:37,053 - my_logger - INFO - 价差类指标的相关性总和为：11.033279360751804 -2024-11-20 10:18:37,053 - my_logger - INFO - 价差类指标的相关性总和为：11.033279360751804 -2024-11-20 10:18:37,057 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 -2024-11-20 10:18:37,057 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 -2024-11-20 10:18:39,513 - my_logger - INFO - 价格类指标的相关性总和为：91.11201716083437 -2024-11-20 10:18:39,513 - my_logger - INFO - 价格类指标的相关性总和为：91.11201716083437 -2024-11-20 10:18:39,516 - my_logger - INFO - 开始绘制供应类指标的相关性直方图 -2024-11-20 10:18:39,516 - my_logger - INFO - 开始绘制供应类指标的相关性直方图 -2024-11-20 10:18:41,667 - my_logger - INFO - 供应类指标的相关性总和为：19.68970163194788 -2024-11-20 10:18:41,667 - my_logger - INFO - 供应类指标的相关性总和为：19.68970163194788 -2024-11-20 10:18:41,670 - my_logger - INFO - 开始绘制其他类指标的相关性直方图 -2024-11-20 10:18:41,670 - my_logger - INFO - 开始绘制其他类指标的相关性直方图 -2024-11-20 10:18:43,971 - my_logger - INFO - 其他类指标的相关性总和为：12.062003637554202 -2024-11-20 10:18:43,971 - my_logger - INFO - 其他类指标的相关性总和为：12.062003637554202 -2024-11-20 10:18:43,973 - my_logger - INFO - 开始绘制库存类指标的相关性直方图 -2024-11-20 10:18:43,973 - my_logger - INFO - 开始绘制库存类指标的相关性直方图 -2024-11-20 10:18:46,142 - my_logger - INFO - 库存类指标的相关性总和为：11.266242723870176 -2024-11-20 10:18:46,142 - my_logger - INFO - 库存类指标的相关性总和为：11.266242723870176 -2024-11-20 10:18:46,146 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图 -2024-11-20 10:18:46,146 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图 -2024-11-20 10:18:46,752 - my_logger - INFO - 进出口类指标的相关性总和为：1.6205427630454334 -2024-11-20 10:18:46,752 - my_logger - INFO - 进出口类指标的相关性总和为：1.6205427630454334 -2024-11-20 10:18:46,754 - my_logger - INFO - 开始绘制需求类指标的相关性直方图 -2024-11-20 10:18:46,754 - my_logger - INFO - 开始绘制需求类指标的相关性直方图 -2024-11-20 10:18:48,645 - my_logger - INFO - 需求类指标的相关性总和为：6.761200339955732 -2024-11-20 10:18:48,645 - my_logger - INFO - 需求类指标的相关性总和为：6.761200339955732 -2024-11-20 10:18:48,647 - my_logger - INFO - 开始绘制相关性总和的气泡图 -2024-11-20 10:18:48,647 - my_logger - INFO - 开始绘制相关性总和的气泡图 -2024-11-20 10:18:49,110 - my_logger - INFO - 绘制相关性总和的气泡图结束 -2024-11-20 10:18:49,110 - my_logger - INFO - 绘制相关性总和的气泡图结束 -2024-11-20 10:18:52,142 - my_logger - INFO - 制作报告end -2024-11-20 10:18:52,142 - my_logger - INFO - 制作报告end -2024-11-20 10:18:52,145 - my_logger - INFO - 模型训练完成 -2024-11-20 10:18:52,145 - my_logger - INFO - 模型训练完成 -2024-11-20 10:20:11,416 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx -2024-11-20 10:20:11,416 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx -2024-11-20 10:20:11,418 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date -2024-11-20 10:20:11,418 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date -2024-11-20 10:20:39,533 - my_logger - INFO - ɾ²ǰ(2516, 354) -2024-11-20 10:20:39,533 - my_logger - INFO - ɾ²ǰ(2516, 354) -2024-11-20 10:20:39,963 - my_logger - INFO - ɾ²(2516, 314) -2024-11-20 10:20:39,963 - my_logger - INFO - ɾ²(2516, 314) -2024-11-20 10:20:39,966 - my_logger - INFO - ɾԤΪֵк(772, 314) -2024-11-20 10:20:39,966 - my_logger - INFO - ɾԤΪֵк(772, 314) -2024-11-20 10:20:39,968 - my_logger - INFO - ɾȫΪֵк(772, 314) -2024-11-20 10:20:39,968 - my_logger - INFO - ɾȫΪֵк(772, 314) -2024-11-20 10:20:41,692 - my_logger - INFO - ն(218) ܶ(94) 84(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -213 PEڻ̼ -214 PP-1 -215 PP-5 -216 PP-9 -217 y - -[218 rows x 3 columns] -2024-11-20 10:20:41,692 - my_logger - INFO - ն(218) ܶ(94) 84(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -213 PEڻ̼ -214 PP-1 -215 PP-5 -216 PP-9 -217 y - -[218 rows x 3 columns] -2024-11-20 10:20:41,715 - my_logger - INFO - Ϣܹ311,ն(218),ܶ(94),84(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-20 10:20:41,715 - my_logger - INFO - Ϣܹ311,ն(218),ܶ(94),84(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-20 10:20:41,719 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-20 10:20:41,719 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-20 10:20:42,504 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00' -2024-11-20 10:20:42,504 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00' -2024-11-20 10:20:42,506 - my_logger - INFO - ʼѵģ... -2024-11-20 10:20:42,506 - my_logger - INFO - ʼѵģ... -2024-11-20 10:20:42,507 - my_logger - INFO - ģѵ -2024-11-20 10:20:42,507 - my_logger - INFO - ģѵ -2024-11-20 10:20:42,508 - my_logger - INFO - ѵݻͼing -2024-11-20 10:20:42,508 - my_logger - INFO - ѵݻͼing -2024-11-20 10:20:43,346 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-01-30 00:00:00', NHITS = '7314.25', Informer = '7335.76', LSTM = '7255.32', iTransformer = '7375.61', TSMixer = '7296.98', TSMixerx = '7304.24', PatchTST = '7288.53', RNN = '7316.8', GRU = '7357.77', TCN = '7406.36', BiTCN = '7330.32', DilatedRNN = '7284.31', MLP = '7336.16', DLinear = '7282.57', NLinear = '7305.31', TFT = '7289.84', StemGNN = '7306.12', MLPMultivariate = '7295.54', TiDE = '7297.12', DeepNPTS = '7304.88', y = '7315.0' WHERE ds = '2024-01-30 00:00:00' -2024-11-20 10:20:43,346 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-01-30 00:00:00', NHITS = '7314.25', Informer = '7335.76', LSTM = '7255.32', iTransformer = '7375.61', TSMixer = '7296.98', TSMixerx = '7304.24', PatchTST = '7288.53', RNN = '7316.8', GRU = '7357.77', TCN = '7406.36', BiTCN = '7330.32', DilatedRNN = '7284.31', MLP = '7336.16', DLinear = '7282.57', NLinear = '7305.31', TFT = '7289.84', StemGNN = '7306.12', MLPMultivariate = '7295.54', TiDE = '7297.12', DeepNPTS = '7304.88', y = '7315.0' WHERE ds = '2024-01-30 00:00:00' -2024-11-20 10:20:43,350 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-01-31 00:00:00', NHITS = '7313.85', Informer = '7333.85', LSTM = '7260.27', iTransformer = '7376.32', TSMixer = '7306.93', TSMixerx = '7303.91', PatchTST = '7291.97', RNN = '7327.11', GRU = '7364.25', TCN = '7409.82', BiTCN = '7340.18', DilatedRNN = '7298.74', MLP = '7321.85', DLinear = '7294.2', NLinear = '7298.47', TFT = '7302.1', StemGNN = '7304.55', MLPMultivariate = '7299.61', TiDE = '7302.49', DeepNPTS = '7313.87', y = '7302.5' WHERE ds = '2024-01-31 00:00:00' -2024-11-20 10:20:43,350 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-01-31 00:00:00', NHITS = '7313.85', Informer = '7333.85', LSTM = '7260.27', iTransformer = '7376.32', TSMixer = '7306.93', TSMixerx = '7303.91', PatchTST = '7291.97', RNN = '7327.11', GRU = '7364.25', TCN = '7409.82', BiTCN = '7340.18', DilatedRNN = '7298.74', MLP = '7321.85', DLinear = '7294.2', NLinear = '7298.47', TFT = '7302.1', StemGNN = '7304.55', MLPMultivariate = '7299.61', TiDE = '7302.49', DeepNPTS = '7313.87', y = '7302.5' WHERE ds = '2024-01-31 00:00:00' -2024-11-20 10:20:43,353 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-01 00:00:00', NHITS = '7297.0', Informer = '7335.21', LSTM = '7250.98', iTransformer = '7385.46', TSMixer = '7298.8', TSMixerx = '7304.56', PatchTST = '7284.13', RNN = '7314.06', GRU = '7351.66', TCN = '7406.99', BiTCN = '7334.74', DilatedRNN = '7290.45', MLP = '7319.52', DLinear = '7291.02', NLinear = '7287.84', TFT = '7290.86', StemGNN = '7303.42', MLPMultivariate = '7300.2', TiDE = '7301.71', DeepNPTS = '7297.39', y = '7275.0' WHERE ds = '2024-02-01 00:00:00' -2024-11-20 10:20:43,353 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-01 00:00:00', NHITS = '7297.0', Informer = '7335.21', LSTM = '7250.98', iTransformer = '7385.46', TSMixer = '7298.8', TSMixerx = '7304.56', PatchTST = '7284.13', RNN = '7314.06', GRU = '7351.66', TCN = '7406.99', BiTCN = '7334.74', DilatedRNN = '7290.45', MLP = '7319.52', DLinear = '7291.02', NLinear = '7287.84', TFT = '7290.86', StemGNN = '7303.42', MLPMultivariate = '7300.2', TiDE = '7301.71', DeepNPTS = '7297.39', y = '7275.0' WHERE ds = '2024-02-01 00:00:00' -2024-11-20 10:20:43,355 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-02 00:00:00', NHITS = '7275.51', Informer = '7314.77', LSTM = '7233.06', iTransformer = '7349.83', TSMixer = '7272.41', TSMixerx = '7282.94', PatchTST = '7263.86', RNN = '7294.73', GRU = '7330.68', TCN = '7395.3', BiTCN = '7306.72', DilatedRNN = '7260.65', MLP = '7289.64', DLinear = '7278.71', NLinear = '7262.57', TFT = '7266.32', StemGNN = '7300.92', MLPMultivariate = '7272.72', TiDE = '7280.73', DeepNPTS = '7271.37', y = '7242.5' WHERE ds = '2024-02-02 00:00:00' -2024-11-20 10:20:43,355 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-02 00:00:00', NHITS = '7275.51', Informer = '7314.77', LSTM = '7233.06', iTransformer = '7349.83', TSMixer = '7272.41', TSMixerx = '7282.94', PatchTST = '7263.86', RNN = '7294.73', GRU = '7330.68', TCN = '7395.3', BiTCN = '7306.72', DilatedRNN = '7260.65', MLP = '7289.64', DLinear = '7278.71', NLinear = '7262.57', TFT = '7266.32', StemGNN = '7300.92', MLPMultivariate = '7272.72', TiDE = '7280.73', DeepNPTS = '7271.37', y = '7242.5' WHERE ds = '2024-02-02 00:00:00' -2024-11-20 10:20:43,357 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-04 00:00:00', NHITS = '7236.79', Informer = '7273.36', LSTM = '7212.67', iTransformer = '7264.81', TSMixer = '7239.09', TSMixerx = '7232.82', PatchTST = '7228.47', RNN = '7267.82', GRU = '7308.6', TCN = '7378.92', BiTCN = '7271.96', DilatedRNN = '7228.76', MLP = '7248.22', DLinear = '7249.75', NLinear = '7245.09', TFT = '7227.47', StemGNN = '7297.04', MLPMultivariate = '7210.26', TiDE = '7249.74', DeepNPTS = '7287.39', y = '7240.0' WHERE ds = '2024-02-04 00:00:00' -2024-11-20 10:20:43,357 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-04 00:00:00', NHITS = '7236.79', Informer = '7273.36', LSTM = '7212.67', iTransformer = '7264.81', TSMixer = '7239.09', TSMixerx = '7232.82', PatchTST = '7228.47', RNN = '7267.82', GRU = '7308.6', TCN = '7378.92', BiTCN = '7271.96', DilatedRNN = '7228.76', MLP = '7248.22', DLinear = '7249.75', NLinear = '7245.09', TFT = '7227.47', StemGNN = '7297.04', MLPMultivariate = '7210.26', TiDE = '7249.74', DeepNPTS = '7287.39', y = '7240.0' WHERE ds = '2024-02-04 00:00:00' -2024-11-20 10:20:43,359 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-05 00:00:00', NHITS = '7237.9', Informer = '7254.36', LSTM = '7211.69', iTransformer = '7215.08', TSMixer = '7225.67', TSMixerx = '7197.03', PatchTST = '7226.16', RNN = '7266.29', GRU = '7310.45', TCN = '7374.66', BiTCN = '7241.34', DilatedRNN = '7223.16', MLP = '7238.12', DLinear = '7228.83', NLinear = '7231.89', TFT = '7224.25', StemGNN = '7292.84', MLPMultivariate = '7185.72', TiDE = '7230.67', DeepNPTS = '7307.89', y = '7227.5' WHERE ds = '2024-02-05 00:00:00' -2024-11-20 10:20:43,359 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-05 00:00:00', NHITS = '7237.9', Informer = '7254.36', LSTM = '7211.69', iTransformer = '7215.08', TSMixer = '7225.67', TSMixerx = '7197.03', PatchTST = '7226.16', RNN = '7266.29', GRU = '7310.45', TCN = '7374.66', BiTCN = '7241.34', DilatedRNN = '7223.16', MLP = '7238.12', DLinear = '7228.83', NLinear = '7231.89', TFT = '7224.25', StemGNN = '7292.84', MLPMultivariate = '7185.72', TiDE = '7230.67', DeepNPTS = '7307.89', y = '7227.5' WHERE ds = '2024-02-05 00:00:00' -2024-11-20 10:20:43,362 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-06 00:00:00', NHITS = '7224.19', Informer = '7245.77', LSTM = '7203.25', iTransformer = '7200.75', TSMixer = '7215.03', TSMixerx = '7174.85', PatchTST = '7206.81', RNN = '7257.77', GRU = '7300.49', TCN = '7369.7', BiTCN = '7214.12', DilatedRNN = '7210.87', MLP = '7217.43', DLinear = '7212.0', NLinear = '7214.21', TFT = '7214.99', StemGNN = '7288.06', MLPMultivariate = '7159.48', TiDE = '7215.9', DeepNPTS = '7300.92', y = '7246.67' WHERE ds = '2024-02-06 00:00:00' -2024-11-20 10:20:43,362 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-06 00:00:00', NHITS = '7224.19', Informer = '7245.77', LSTM = '7203.25', iTransformer = '7200.75', TSMixer = '7215.03', TSMixerx = '7174.85', PatchTST = '7206.81', RNN = '7257.77', GRU = '7300.49', TCN = '7369.7', BiTCN = '7214.12', DilatedRNN = '7210.87', MLP = '7217.43', DLinear = '7212.0', NLinear = '7214.21', TFT = '7214.99', StemGNN = '7288.06', MLPMultivariate = '7159.48', TiDE = '7215.9', DeepNPTS = '7300.92', y = '7246.67' WHERE ds = '2024-02-06 00:00:00' -2024-11-20 10:20:43,363 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-07 00:00:00', NHITS = '7237.08', Informer = '7241.63', LSTM = '7216.83', iTransformer = '7221.2', TSMixer = '7226.42', TSMixerx = '7222.58', PatchTST = '7234.44', RNN = '7277.5', GRU = '7317.63', TCN = '7377.89', BiTCN = '7198.22', DilatedRNN = '7229.34', MLP = '7228.86', DLinear = '7227.31', NLinear = '7229.82', TFT = '7221.54', StemGNN = '7284.15', MLPMultivariate = '7172.75', TiDE = '7230.4', DeepNPTS = '7282.88', y = '7255.0' WHERE ds = '2024-02-07 00:00:00' -2024-11-20 10:20:43,363 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-07 00:00:00', NHITS = '7237.08', Informer = '7241.63', LSTM = '7216.83', iTransformer = '7221.2', TSMixer = '7226.42', TSMixerx = '7222.58', PatchTST = '7234.44', RNN = '7277.5', GRU = '7317.63', TCN = '7377.89', BiTCN = '7198.22', DilatedRNN = '7229.34', MLP = '7228.86', DLinear = '7227.31', NLinear = '7229.82', TFT = '7221.54', StemGNN = '7284.15', MLPMultivariate = '7172.75', TiDE = '7230.4', DeepNPTS = '7282.88', y = '7255.0' WHERE ds = '2024-02-07 00:00:00' -2024-11-20 10:20:43,367 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-08 00:00:00', NHITS = '7249.03', Informer = '7225.22', LSTM = '7221.61', iTransformer = '7236.65', TSMixer = '7242.4', TSMixerx = '7235.89', PatchTST = '7252.49', RNN = '7285.7', GRU = '7321.4', TCN = '7382.84', BiTCN = '7189.21', DilatedRNN = '7239.06', MLP = '7239.93', DLinear = '7231.63', NLinear = '7251.7', TFT = '7236.11', StemGNN = '7280.63', MLPMultivariate = '7193.89', TiDE = '7252.08', DeepNPTS = '7254.66', y = '7270.0' WHERE ds = '2024-02-08 00:00:00' -2024-11-20 10:20:43,367 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-08 00:00:00', NHITS = '7249.03', Informer = '7225.22', LSTM = '7221.61', iTransformer = '7236.65', TSMixer = '7242.4', TSMixerx = '7235.89', PatchTST = '7252.49', RNN = '7285.7', GRU = '7321.4', TCN = '7382.84', BiTCN = '7189.21', DilatedRNN = '7239.06', MLP = '7239.93', DLinear = '7231.63', NLinear = '7251.7', TFT = '7236.11', StemGNN = '7280.63', MLPMultivariate = '7193.89', TiDE = '7252.08', DeepNPTS = '7254.66', y = '7270.0' WHERE ds = '2024-02-08 00:00:00' -2024-11-20 10:20:43,370 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-18 00:00:00', NHITS = '7257.58', Informer = '7232.66', LSTM = '7232.76', iTransformer = '7247.51', TSMixer = '7258.08', TSMixerx = '7252.65', PatchTST = '7269.86', RNN = '7295.25', GRU = '7334.03', TCN = '7388.26', BiTCN = '7192.33', DilatedRNN = '7253.86', MLP = '7251.03', DLinear = '7230.31', NLinear = '7268.39', TFT = '7263.02', StemGNN = '7278.08', MLPMultivariate = '7215.18', TiDE = '7272.44', DeepNPTS = '7244.53', y = '7336.67' WHERE ds = '2024-02-18 00:00:00' -2024-11-20 10:20:43,370 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-18 00:00:00', NHITS = '7257.58', Informer = '7232.66', LSTM = '7232.76', iTransformer = '7247.51', TSMixer = '7258.08', TSMixerx = '7252.65', PatchTST = '7269.86', RNN = '7295.25', GRU = '7334.03', TCN = '7388.26', BiTCN = '7192.33', DilatedRNN = '7253.86', MLP = '7251.03', DLinear = '7230.31', NLinear = '7268.39', TFT = '7263.02', StemGNN = '7278.08', MLPMultivariate = '7215.18', TiDE = '7272.44', DeepNPTS = '7244.53', y = '7336.67' WHERE ds = '2024-02-18 00:00:00' -2024-11-20 10:20:43,372 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-19 00:00:00', NHITS = '7329.8', Informer = '7284.9', LSTM = '7279.87', iTransformer = '7271.41', TSMixer = '7312.25', TSMixerx = '7328.12', PatchTST = '7333.28', RNN = '7359.55', GRU = '7391.84', TCN = '7412.85', BiTCN = '7285.85', DilatedRNN = '7321.05', MLP = '7295.19', DLinear = '7280.82', NLinear = '7344.06', TFT = '7349.32', StemGNN = '7277.16', MLPMultivariate = '7268.04', TiDE = '7323.31', DeepNPTS = '7273.12', y = '7350.0' WHERE ds = '2024-02-19 00:00:00' -2024-11-20 10:20:43,372 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-19 00:00:00', NHITS = '7329.8', Informer = '7284.9', LSTM = '7279.87', iTransformer = '7271.41', TSMixer = '7312.25', TSMixerx = '7328.12', PatchTST = '7333.28', RNN = '7359.55', GRU = '7391.84', TCN = '7412.85', BiTCN = '7285.85', DilatedRNN = '7321.05', MLP = '7295.19', DLinear = '7280.82', NLinear = '7344.06', TFT = '7349.32', StemGNN = '7277.16', MLPMultivariate = '7268.04', TiDE = '7323.31', DeepNPTS = '7273.12', y = '7350.0' WHERE ds = '2024-02-19 00:00:00' -2024-11-20 10:20:43,374 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-20 00:00:00', NHITS = '7343.01', Informer = '7301.36', LSTM = '7287.02', iTransformer = '7283.48', TSMixer = '7338.11', TSMixerx = '7398.41', PatchTST = '7344.57', RNN = '7358.8', GRU = '7393.28', TCN = '7424.57', BiTCN = '7353.08', DilatedRNN = '7341.83', MLP = '7322.19', DLinear = '7304.78', NLinear = '7354.74', TFT = '7371.01', StemGNN = '7276.7', MLPMultivariate = '7309.68', TiDE = '7334.03', DeepNPTS = '7338.48', y = '7335.0' WHERE ds = '2024-02-20 00:00:00' -2024-11-20 10:20:43,374 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-20 00:00:00', NHITS = '7343.01', Informer = '7301.36', LSTM = '7287.02', iTransformer = '7283.48', TSMixer = '7338.11', TSMixerx = '7398.41', PatchTST = '7344.57', RNN = '7358.8', GRU = '7393.28', TCN = '7424.57', BiTCN = '7353.08', DilatedRNN = '7341.83', MLP = '7322.19', DLinear = '7304.78', NLinear = '7354.74', TFT = '7371.01', StemGNN = '7276.7', MLPMultivariate = '7309.68', TiDE = '7334.03', DeepNPTS = '7338.48', y = '7335.0' WHERE ds = '2024-02-20 00:00:00' -2024-11-20 10:20:43,376 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-21 00:00:00', NHITS = '7331.02', Informer = '7289.8', LSTM = '7277.52', iTransformer = '7284.16', TSMixer = '7334.13', TSMixerx = '7417.16', PatchTST = '7333.0', RNN = '7344.13', GRU = '7379.12', TCN = '7429.64', BiTCN = '7381.22', DilatedRNN = '7344.5', MLP = '7320.66', DLinear = '7332.96', NLinear = '7337.17', TFT = '7360.45', StemGNN = '7275.86', MLPMultivariate = '7320.94', TiDE = '7325.44', DeepNPTS = '7337.84', y = '7297.5' WHERE ds = '2024-02-21 00:00:00' -2024-11-20 10:20:43,376 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-21 00:00:00', NHITS = '7331.02', Informer = '7289.8', LSTM = '7277.52', iTransformer = '7284.16', TSMixer = '7334.13', TSMixerx = '7417.16', PatchTST = '7333.0', RNN = '7344.13', GRU = '7379.12', TCN = '7429.64', BiTCN = '7381.22', DilatedRNN = '7344.5', MLP = '7320.66', DLinear = '7332.96', NLinear = '7337.17', TFT = '7360.45', StemGNN = '7275.86', MLPMultivariate = '7320.94', TiDE = '7325.44', DeepNPTS = '7337.84', y = '7297.5' WHERE ds = '2024-02-21 00:00:00' -2024-11-20 10:20:43,379 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-22 00:00:00', NHITS = '7286.55', Informer = '7266.5', LSTM = '7249.85', iTransformer = '7285.34', TSMixer = '7304.14', TSMixerx = '7392.3', PatchTST = '7305.8', RNN = '7314.63', GRU = '7345.37', TCN = '7420.07', BiTCN = '7373.2', DilatedRNN = '7311.53', MLP = '7302.57', DLinear = '7318.15', NLinear = '7298.16', TFT = '7284.19', StemGNN = '7273.93', MLPMultivariate = '7304.0', TiDE = '7292.32', DeepNPTS = '7342.6', y = '7285.0' WHERE ds = '2024-02-22 00:00:00' -2024-11-20 10:20:43,379 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-22 00:00:00', NHITS = '7286.55', Informer = '7266.5', LSTM = '7249.85', iTransformer = '7285.34', TSMixer = '7304.14', TSMixerx = '7392.3', PatchTST = '7305.8', RNN = '7314.63', GRU = '7345.37', TCN = '7420.07', BiTCN = '7373.2', DilatedRNN = '7311.53', MLP = '7302.57', DLinear = '7318.15', NLinear = '7298.16', TFT = '7284.19', StemGNN = '7273.93', MLPMultivariate = '7304.0', TiDE = '7292.32', DeepNPTS = '7342.6', y = '7285.0' WHERE ds = '2024-02-22 00:00:00' -2024-11-20 10:20:43,381 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-23 00:00:00', NHITS = '7272.61', Informer = '7258.89', LSTM = '7241.55', iTransformer = '7287.63', TSMixer = '7288.24', TSMixerx = '7365.99', PatchTST = '7296.96', RNN = '7295.77', GRU = '7340.09', TCN = '7413.29', BiTCN = '7359.23', DilatedRNN = '7296.67', MLP = '7292.49', DLinear = '7303.51', NLinear = '7281.81', TFT = '7269.99', StemGNN = '7271.49', MLPMultivariate = '7289.99', TiDE = '7281.0', DeepNPTS = '7323.98', y = '7306.67' WHERE ds = '2024-02-23 00:00:00' -2024-11-20 10:20:43,381 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-23 00:00:00', NHITS = '7272.61', Informer = '7258.89', LSTM = '7241.55', iTransformer = '7287.63', TSMixer = '7288.24', TSMixerx = '7365.99', PatchTST = '7296.96', RNN = '7295.77', GRU = '7340.09', TCN = '7413.29', BiTCN = '7359.23', DilatedRNN = '7296.67', MLP = '7292.49', DLinear = '7303.51', NLinear = '7281.81', TFT = '7269.99', StemGNN = '7271.49', MLPMultivariate = '7289.99', TiDE = '7281.0', DeepNPTS = '7323.98', y = '7306.67' WHERE ds = '2024-02-23 00:00:00' -2024-11-20 10:20:43,383 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-26 00:00:00', NHITS = '7318.19', Informer = '7258.93', LSTM = '7254.44', iTransformer = '7295.47', TSMixer = '7299.03', TSMixerx = '7362.35', PatchTST = '7321.52', RNN = '7317.68', GRU = '7358.98', TCN = '7413.28', BiTCN = '7357.37', DilatedRNN = '7301.95', MLP = '7320.65', DLinear = '7296.1', NLinear = '7301.41', TFT = '7307.13', StemGNN = '7269.8', MLPMultivariate = '7306.61', TiDE = '7295.1', DeepNPTS = '7371.11', y = '7292.5' WHERE ds = '2024-02-26 00:00:00' -2024-11-20 10:20:43,383 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-26 00:00:00', NHITS = '7318.19', Informer = '7258.93', LSTM = '7254.44', iTransformer = '7295.47', TSMixer = '7299.03', TSMixerx = '7362.35', PatchTST = '7321.52', RNN = '7317.68', GRU = '7358.98', TCN = '7413.28', BiTCN = '7357.37', DilatedRNN = '7301.95', MLP = '7320.65', DLinear = '7296.1', NLinear = '7301.41', TFT = '7307.13', StemGNN = '7269.8', MLPMultivariate = '7306.61', TiDE = '7295.1', DeepNPTS = '7371.11', y = '7292.5' WHERE ds = '2024-02-26 00:00:00' -2024-11-20 10:20:43,386 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-27 00:00:00', NHITS = '7324.57', Informer = '7251.97', LSTM = '7242.58', iTransformer = '7290.08', TSMixer = '7297.98', TSMixerx = '7317.99', PatchTST = '7297.46', RNN = '7304.28', GRU = '7342.81', TCN = '7408.67', BiTCN = '7340.79', DilatedRNN = '7289.78', MLP = '7327.02', DLinear = '7292.81', NLinear = '7282.36', TFT = '7282.91', StemGNN = '7268.05', MLPMultivariate = '7299.63', TiDE = '7286.47', DeepNPTS = '7368.65', y = '7306.67' WHERE ds = '2024-02-27 00:00:00' -2024-11-20 10:20:43,386 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-27 00:00:00', NHITS = '7324.57', Informer = '7251.97', LSTM = '7242.58', iTransformer = '7290.08', TSMixer = '7297.98', TSMixerx = '7317.99', PatchTST = '7297.46', RNN = '7304.28', GRU = '7342.81', TCN = '7408.67', BiTCN = '7340.79', DilatedRNN = '7289.78', MLP = '7327.02', DLinear = '7292.81', NLinear = '7282.36', TFT = '7282.91', StemGNN = '7268.05', MLPMultivariate = '7299.63', TiDE = '7286.47', DeepNPTS = '7368.65', y = '7306.67' WHERE ds = '2024-02-27 00:00:00' -2024-11-20 10:20:43,388 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-28 00:00:00', NHITS = '7352.75', Informer = '7295.49', LSTM = '7254.83', iTransformer = '7276.21', TSMixer = '7302.82', TSMixerx = '7348.5', PatchTST = '7323.02', RNN = '7324.8', GRU = '7359.94', TCN = '7413.98', BiTCN = '7330.58', DilatedRNN = '7305.92', MLP = '7341.13', DLinear = '7310.9', NLinear = '7305.61', TFT = '7301.83', StemGNN = '7266.96', MLPMultivariate = '7303.46', TiDE = '7303.91', DeepNPTS = '7380.02', y = '7353.33' WHERE ds = '2024-02-28 00:00:00' -2024-11-20 10:20:43,388 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-28 00:00:00', NHITS = '7352.75', Informer = '7295.49', LSTM = '7254.83', iTransformer = '7276.21', TSMixer = '7302.82', TSMixerx = '7348.5', PatchTST = '7323.02', RNN = '7324.8', GRU = '7359.94', TCN = '7413.98', BiTCN = '7330.58', DilatedRNN = '7305.92', MLP = '7341.13', DLinear = '7310.9', NLinear = '7305.61', TFT = '7301.83', StemGNN = '7266.96', MLPMultivariate = '7303.46', TiDE = '7303.91', DeepNPTS = '7380.02', y = '7353.33' WHERE ds = '2024-02-28 00:00:00' -2024-11-20 10:20:43,390 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-29 00:00:00', NHITS = '7365.17', Informer = '7313.22', LSTM = '7288.96', iTransformer = '7293.72', TSMixer = '7334.31', TSMixerx = '7378.47', PatchTST = '7368.02', RNN = '7371.75', GRU = '7401.12', TCN = '7425.51', BiTCN = '7341.83', DilatedRNN = '7336.51', MLP = '7371.22', DLinear = '7333.33', NLinear = '7360.72', TFT = '7354.87', StemGNN = '7266.78', MLPMultivariate = '7327.83', TiDE = '7343.33', DeepNPTS = '7374.52', y = '7325.0' WHERE ds = '2024-02-29 00:00:00' -2024-11-20 10:20:43,390 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-29 00:00:00', NHITS = '7365.17', Informer = '7313.22', LSTM = '7288.96', iTransformer = '7293.72', TSMixer = '7334.31', TSMixerx = '7378.47', PatchTST = '7368.02', RNN = '7371.75', GRU = '7401.12', TCN = '7425.51', BiTCN = '7341.83', DilatedRNN = '7336.51', MLP = '7371.22', DLinear = '7333.33', NLinear = '7360.72', TFT = '7354.87', StemGNN = '7266.78', MLPMultivariate = '7327.83', TiDE = '7343.33', DeepNPTS = '7374.52', y = '7325.0' WHERE ds = '2024-02-29 00:00:00' -2024-11-20 10:20:43,392 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-01 00:00:00', NHITS = '7320.5', Informer = '7306.35', LSTM = '7263.73', iTransformer = '7277.35', TSMixer = '7322.0', TSMixerx = '7343.2', PatchTST = '7329.76', RNN = '7327.44', GRU = '7364.73', TCN = '7416.31', BiTCN = '7322.68', DilatedRNN = '7306.52', MLP = '7337.22', DLinear = '7315.45', NLinear = '7335.42', TFT = '7314.74', StemGNN = '7266.41', MLPMultivariate = '7308.63', TiDE = '7327.13', DeepNPTS = '7294.14', y = '7343.33' WHERE ds = '2024-03-01 00:00:00' -2024-11-20 10:20:43,392 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-01 00:00:00', NHITS = '7320.5', Informer = '7306.35', LSTM = '7263.73', iTransformer = '7277.35', TSMixer = '7322.0', TSMixerx = '7343.2', PatchTST = '7329.76', RNN = '7327.44', GRU = '7364.73', TCN = '7416.31', BiTCN = '7322.68', DilatedRNN = '7306.52', MLP = '7337.22', DLinear = '7315.45', NLinear = '7335.42', TFT = '7314.74', StemGNN = '7266.41', MLPMultivariate = '7308.63', TiDE = '7327.13', DeepNPTS = '7294.14', y = '7343.33' WHERE ds = '2024-03-01 00:00:00' -2024-11-20 10:20:43,395 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-04 00:00:00', NHITS = '7334.56', Informer = '7330.43', LSTM = '7283.3', iTransformer = '7276.89', TSMixer = '7330.63', TSMixerx = '7344.31', PatchTST = '7334.27', RNN = '7357.22', GRU = '7391.92', TCN = '7422.3', BiTCN = '7315.67', DilatedRNN = '7328.23', MLP = '7328.13', DLinear = '7333.05', NLinear = '7339.2', TFT = '7314.98', StemGNN = '7266.39', MLPMultivariate = '7306.47', TiDE = '7342.18', DeepNPTS = '7296.81', y = '7330.0' WHERE ds = '2024-03-04 00:00:00' -2024-11-20 10:20:43,395 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-04 00:00:00', NHITS = '7334.56', Informer = '7330.43', LSTM = '7283.3', iTransformer = '7276.89', TSMixer = '7330.63', TSMixerx = '7344.31', PatchTST = '7334.27', RNN = '7357.22', GRU = '7391.92', TCN = '7422.3', BiTCN = '7315.67', DilatedRNN = '7328.23', MLP = '7328.13', DLinear = '7333.05', NLinear = '7339.2', TFT = '7314.98', StemGNN = '7266.39', MLPMultivariate = '7306.47', TiDE = '7342.18', DeepNPTS = '7296.81', y = '7330.0' WHERE ds = '2024-03-04 00:00:00' -2024-11-20 10:20:43,397 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-05 00:00:00', NHITS = '7309.45', Informer = '7325.04', LSTM = '7267.88', iTransformer = '7277.67', TSMixer = '7326.97', TSMixerx = '7335.79', PatchTST = '7319.16', RNN = '7340.15', GRU = '7370.5', TCN = '7418.13', BiTCN = '7305.37', DilatedRNN = '7318.76', MLP = '7320.53', DLinear = '7326.05', NLinear = '7321.28', TFT = '7293.51', StemGNN = '7266.15', MLPMultivariate = '7303.62', TiDE = '7328.04', DeepNPTS = '7281.27', y = '7310.0' WHERE ds = '2024-03-05 00:00:00' -2024-11-20 10:20:43,397 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-05 00:00:00', NHITS = '7309.45', Informer = '7325.04', LSTM = '7267.88', iTransformer = '7277.67', TSMixer = '7326.97', TSMixerx = '7335.79', PatchTST = '7319.16', RNN = '7340.15', GRU = '7370.5', TCN = '7418.13', BiTCN = '7305.37', DilatedRNN = '7318.76', MLP = '7320.53', DLinear = '7326.05', NLinear = '7321.28', TFT = '7293.51', StemGNN = '7266.15', MLPMultivariate = '7303.62', TiDE = '7328.04', DeepNPTS = '7281.27', y = '7310.0' WHERE ds = '2024-03-05 00:00:00' -2024-11-20 10:20:43,400 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-06 00:00:00', NHITS = '7304.78', Informer = '7318.4', LSTM = '7255.75', iTransformer = '7276.86', TSMixer = '7305.71', TSMixerx = '7311.24', PatchTST = '7313.83', RNN = '7311.53', GRU = '7357.06', TCN = '7412.45', BiTCN = '7301.94', DilatedRNN = '7304.3', MLP = '7315.76', DLinear = '7309.79', NLinear = '7297.15', TFT = '7279.6', StemGNN = '7265.64', MLPMultivariate = '7295.52', TiDE = '7301.35', DeepNPTS = '7288.95', y = '7297.5' WHERE ds = '2024-03-06 00:00:00' -2024-11-20 10:20:43,400 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-06 00:00:00', NHITS = '7304.78', Informer = '7318.4', LSTM = '7255.75', iTransformer = '7276.86', TSMixer = '7305.71', TSMixerx = '7311.24', PatchTST = '7313.83', RNN = '7311.53', GRU = '7357.06', TCN = '7412.45', BiTCN = '7301.94', DilatedRNN = '7304.3', MLP = '7315.76', DLinear = '7309.79', NLinear = '7297.15', TFT = '7279.6', StemGNN = '7265.64', MLPMultivariate = '7295.52', TiDE = '7301.35', DeepNPTS = '7288.95', y = '7297.5' WHERE ds = '2024-03-06 00:00:00' -2024-11-20 10:20:43,403 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-07 00:00:00', NHITS = '7302.21', Informer = '7321.25', LSTM = '7246.71', iTransformer = '7271.87', TSMixer = '7294.17', TSMixerx = '7309.87', PatchTST = '7308.66', RNN = '7314.28', GRU = '7347.75', TCN = '7407.47', BiTCN = '7294.43', DilatedRNN = '7290.02', MLP = '7319.87', DLinear = '7285.87', NLinear = '7297.02', TFT = '7274.12', StemGNN = '7264.97', MLPMultivariate = '7290.85', TiDE = '7293.32', DeepNPTS = '7295.53', y = '7290.0' WHERE ds = '2024-03-07 00:00:00' -2024-11-20 10:20:43,403 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-07 00:00:00', NHITS = '7302.21', Informer = '7321.25', LSTM = '7246.71', iTransformer = '7271.87', TSMixer = '7294.17', TSMixerx = '7309.87', PatchTST = '7308.66', RNN = '7314.28', GRU = '7347.75', TCN = '7407.47', BiTCN = '7294.43', DilatedRNN = '7290.02', MLP = '7319.87', DLinear = '7285.87', NLinear = '7297.02', TFT = '7274.12', StemGNN = '7264.97', MLPMultivariate = '7290.85', TiDE = '7293.32', DeepNPTS = '7295.53', y = '7290.0' WHERE ds = '2024-03-07 00:00:00' -2024-11-20 10:20:43,405 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-08 00:00:00', NHITS = '7292.95', Informer = '7299.1', LSTM = '7241.47', iTransformer = '7246.3', TSMixer = '7288.79', TSMixerx = '7302.01', PatchTST = '7299.54', RNN = '7302.63', GRU = '7343.0', TCN = '7403.52', BiTCN = '7279.52', DilatedRNN = '7288.72', MLP = '7290.22', DLinear = '7284.58', NLinear = '7288.43', TFT = '7271.91', StemGNN = '7264.57', MLPMultivariate = '7279.09', TiDE = '7290.29', DeepNPTS = '7294.8', y = '7295.0' WHERE ds = '2024-03-08 00:00:00' -2024-11-20 10:20:43,405 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-08 00:00:00', NHITS = '7292.95', Informer = '7299.1', LSTM = '7241.47', iTransformer = '7246.3', TSMixer = '7288.79', TSMixerx = '7302.01', PatchTST = '7299.54', RNN = '7302.63', GRU = '7343.0', TCN = '7403.52', BiTCN = '7279.52', DilatedRNN = '7288.72', MLP = '7290.22', DLinear = '7284.58', NLinear = '7288.43', TFT = '7271.91', StemGNN = '7264.57', MLPMultivariate = '7279.09', TiDE = '7290.29', DeepNPTS = '7294.8', y = '7295.0' WHERE ds = '2024-03-08 00:00:00' -2024-11-20 10:20:43,408 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-11 00:00:00', NHITS = '7283.5', Informer = '7308.73', LSTM = '7245.06', iTransformer = '7233.56', TSMixer = '7289.62', TSMixerx = '7272.81', PatchTST = '7302.29', RNN = '7308.69', GRU = '7348.58', TCN = '7402.53', BiTCN = '7275.18', DilatedRNN = '7290.97', MLP = '7265.94', DLinear = '7297.8', NLinear = '7293.46', TFT = '7274.37', StemGNN = '7264.62', MLPMultivariate = '7276.64', TiDE = '7289.43', DeepNPTS = '7294.81', y = '7285.0' WHERE ds = '2024-03-11 00:00:00' -2024-11-20 10:20:43,408 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-11 00:00:00', NHITS = '7283.5', Informer = '7308.73', LSTM = '7245.06', iTransformer = '7233.56', TSMixer = '7289.62', TSMixerx = '7272.81', PatchTST = '7302.29', RNN = '7308.69', GRU = '7348.58', TCN = '7402.53', BiTCN = '7275.18', DilatedRNN = '7290.97', MLP = '7265.94', DLinear = '7297.8', NLinear = '7293.46', TFT = '7274.37', StemGNN = '7264.62', MLPMultivariate = '7276.64', TiDE = '7289.43', DeepNPTS = '7294.81', y = '7285.0' WHERE ds = '2024-03-11 00:00:00' -2024-11-20 10:20:43,410 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-12 00:00:00', NHITS = '7264.78', Informer = '7291.06', LSTM = '7238.1', iTransformer = '7239.95', TSMixer = '7277.58', TSMixerx = '7269.54', PatchTST = '7282.67', RNN = '7303.06', GRU = '7339.16', TCN = '7395.51', BiTCN = '7277.12', DilatedRNN = '7280.3', MLP = '7244.14', DLinear = '7296.69', NLinear = '7275.29', TFT = '7269.44', StemGNN = '7265.88', MLPMultivariate = '7271.18', TiDE = '7270.28', DeepNPTS = '7285.48', y = '7283.33' WHERE ds = '2024-03-12 00:00:00' -2024-11-20 10:20:43,410 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-12 00:00:00', NHITS = '7264.78', Informer = '7291.06', LSTM = '7238.1', iTransformer = '7239.95', TSMixer = '7277.58', TSMixerx = '7269.54', PatchTST = '7282.67', RNN = '7303.06', GRU = '7339.16', TCN = '7395.51', BiTCN = '7277.12', DilatedRNN = '7280.3', MLP = '7244.14', DLinear = '7296.69', NLinear = '7275.29', TFT = '7269.44', StemGNN = '7265.88', MLPMultivariate = '7271.18', TiDE = '7270.28', DeepNPTS = '7285.48', y = '7283.33' WHERE ds = '2024-03-12 00:00:00' -2024-11-20 10:20:43,412 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-13 00:00:00', NHITS = '7256.37', Informer = '7287.32', LSTM = '7238.44', iTransformer = '7251.53', TSMixer = '7272.1', TSMixerx = '7275.87', PatchTST = '7280.45', RNN = '7301.9', GRU = '7340.35', TCN = '7398.0', BiTCN = '7269.77', DilatedRNN = '7285.73', MLP = '7238.05', DLinear = '7303.68', NLinear = '7278.15', TFT = '7276.54', StemGNN = '7267.4', MLPMultivariate = '7268.86', TiDE = '7272.17', DeepNPTS = '7252.64', y = '7285.0' WHERE ds = '2024-03-13 00:00:00' -2024-11-20 10:20:43,412 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-13 00:00:00', NHITS = '7256.37', Informer = '7287.32', LSTM = '7238.44', iTransformer = '7251.53', TSMixer = '7272.1', TSMixerx = '7275.87', PatchTST = '7280.45', RNN = '7301.9', GRU = '7340.35', TCN = '7398.0', BiTCN = '7269.77', DilatedRNN = '7285.73', MLP = '7238.05', DLinear = '7303.68', NLinear = '7278.15', TFT = '7276.54', StemGNN = '7267.4', MLPMultivariate = '7268.86', TiDE = '7272.17', DeepNPTS = '7252.64', y = '7285.0' WHERE ds = '2024-03-13 00:00:00' -2024-11-20 10:20:43,415 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-14 00:00:00', NHITS = '7269.4', Informer = '7282.06', LSTM = '7239.51', iTransformer = '7265.08', TSMixer = '7275.51', TSMixerx = '7277.1', PatchTST = '7283.45', RNN = '7304.5', GRU = '7341.46', TCN = '7397.56', BiTCN = '7280.69', DilatedRNN = '7284.09', MLP = '7251.88', DLinear = '7273.88', NLinear = '7288.42', TFT = '7290.29', StemGNN = '7270.84', MLPMultivariate = '7275.91', TiDE = '7281.04', DeepNPTS = '7264.11', y = '7277.5' WHERE ds = '2024-03-14 00:00:00' -2024-11-20 10:20:43,415 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-14 00:00:00', NHITS = '7269.4', Informer = '7282.06', LSTM = '7239.51', iTransformer = '7265.08', TSMixer = '7275.51', TSMixerx = '7277.1', PatchTST = '7283.45', RNN = '7304.5', GRU = '7341.46', TCN = '7397.56', BiTCN = '7280.69', DilatedRNN = '7284.09', MLP = '7251.88', DLinear = '7273.88', NLinear = '7288.42', TFT = '7290.29', StemGNN = '7270.84', MLPMultivariate = '7275.91', TiDE = '7281.04', DeepNPTS = '7264.11', y = '7277.5' WHERE ds = '2024-03-14 00:00:00' -2024-11-20 10:20:43,417 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-15 00:00:00', NHITS = '7264.23', Informer = '7275.59', LSTM = '7234.82', iTransformer = '7272.71', TSMixer = '7271.08', TSMixerx = '7262.54', PatchTST = '7274.31', RNN = '7295.47', GRU = '7335.31', TCN = '7395.98', BiTCN = '7277.6', DilatedRNN = '7279.69', MLP = '7256.92', DLinear = '7252.44', NLinear = '7269.11', TFT = '7283.47', StemGNN = '7273.29', MLPMultivariate = '7276.28', TiDE = '7279.45', DeepNPTS = '7273.04', y = '7353.33' WHERE ds = '2024-03-15 00:00:00' -2024-11-20 10:20:43,417 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-15 00:00:00', NHITS = '7264.23', Informer = '7275.59', LSTM = '7234.82', iTransformer = '7272.71', TSMixer = '7271.08', TSMixerx = '7262.54', PatchTST = '7274.31', RNN = '7295.47', GRU = '7335.31', TCN = '7395.98', BiTCN = '7277.6', DilatedRNN = '7279.69', MLP = '7256.92', DLinear = '7252.44', NLinear = '7269.11', TFT = '7283.47', StemGNN = '7273.29', MLPMultivariate = '7276.28', TiDE = '7279.45', DeepNPTS = '7273.04', y = '7353.33' WHERE ds = '2024-03-15 00:00:00' -2024-11-20 10:20:43,419 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-18 00:00:00', NHITS = '7339.36', Informer = '7324.94', LSTM = '7292.13', iTransformer = '7287.28', TSMixer = '7320.05', TSMixerx = '7302.48', PatchTST = '7366.6', RNN = '7371.87', GRU = '7407.54', TCN = '7422.89', BiTCN = '7304.87', DilatedRNN = '7348.6', MLP = '7314.84', DLinear = '7304.7', NLinear = '7353.23', TFT = '7347.31', StemGNN = '7276.14', MLPMultivariate = '7311.7', TiDE = '7330.94', DeepNPTS = '7344.93', y = '7387.5' WHERE ds = '2024-03-18 00:00:00' -2024-11-20 10:20:43,419 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-18 00:00:00', NHITS = '7339.36', Informer = '7324.94', LSTM = '7292.13', iTransformer = '7287.28', TSMixer = '7320.05', TSMixerx = '7302.48', PatchTST = '7366.6', RNN = '7371.87', GRU = '7407.54', TCN = '7422.89', BiTCN = '7304.87', DilatedRNN = '7348.6', MLP = '7314.84', DLinear = '7304.7', NLinear = '7353.23', TFT = '7347.31', StemGNN = '7276.14', MLPMultivariate = '7311.7', TiDE = '7330.94', DeepNPTS = '7344.93', y = '7387.5' WHERE ds = '2024-03-18 00:00:00' -2024-11-20 10:20:43,422 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-19 00:00:00', NHITS = '7388.08', Informer = '7385.8', LSTM = '7320.49', iTransformer = '7300.95', TSMixer = '7361.99', TSMixerx = '7336.57', PatchTST = '7386.98', RNN = '7397.01', GRU = '7427.54', TCN = '7439.6', BiTCN = '7311.0', DilatedRNN = '7378.46', MLP = '7361.53', DLinear = '7326.46', NLinear = '7392.8', TFT = '7379.9', StemGNN = '7277.91', MLPMultivariate = '7348.62', TiDE = '7363.5', DeepNPTS = '7387.24', y = '7435.0' WHERE ds = '2024-03-19 00:00:00' -2024-11-20 10:20:43,422 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-19 00:00:00', NHITS = '7388.08', Informer = '7385.8', LSTM = '7320.49', iTransformer = '7300.95', TSMixer = '7361.99', TSMixerx = '7336.57', PatchTST = '7386.98', RNN = '7397.01', GRU = '7427.54', TCN = '7439.6', BiTCN = '7311.0', DilatedRNN = '7378.46', MLP = '7361.53', DLinear = '7326.46', NLinear = '7392.8', TFT = '7379.9', StemGNN = '7277.91', MLPMultivariate = '7348.62', TiDE = '7363.5', DeepNPTS = '7387.24', y = '7435.0' WHERE ds = '2024-03-19 00:00:00' -2024-11-20 10:20:43,424 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-20 00:00:00', NHITS = '7446.17', Informer = '7409.96', LSTM = '7390.64', iTransformer = '7318.43', TSMixer = '7404.71', TSMixerx = '7354.35', PatchTST = '7446.15', RNN = '7449.59', GRU = '7481.41', TCN = '7465.93', BiTCN = '7324.92', DilatedRNN = '7439.02', MLP = '7414.86', DLinear = '7384.65', NLinear = '7440.51', TFT = '7410.61', StemGNN = '7279.73', MLPMultivariate = '7384.11', TiDE = '7415.17', DeepNPTS = '7432.14', y = '7460.0' WHERE ds = '2024-03-20 00:00:00' -2024-11-20 10:20:43,424 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-20 00:00:00', NHITS = '7446.17', Informer = '7409.96', LSTM = '7390.64', iTransformer = '7318.43', TSMixer = '7404.71', TSMixerx = '7354.35', PatchTST = '7446.15', RNN = '7449.59', GRU = '7481.41', TCN = '7465.93', BiTCN = '7324.92', DilatedRNN = '7439.02', MLP = '7414.86', DLinear = '7384.65', NLinear = '7440.51', TFT = '7410.61', StemGNN = '7279.73', MLPMultivariate = '7384.11', TiDE = '7415.17', DeepNPTS = '7432.14', y = '7460.0' WHERE ds = '2024-03-20 00:00:00' -2024-11-20 10:20:43,427 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-21 00:00:00', NHITS = '7471.48', Informer = '7410.82', LSTM = '7418.15', iTransformer = '7359.09', TSMixer = '7436.82', TSMixerx = '7382.55', PatchTST = '7467.97', RNN = '7485.88', GRU = '7497.73', TCN = '7485.05', BiTCN = '7342.78', DilatedRNN = '7469.99', MLP = '7437.01', DLinear = '7433.13', NLinear = '7466.88', TFT = '7407.96', StemGNN = '7282.79', MLPMultivariate = '7422.37', TiDE = '7449.82', DeepNPTS = '7435.73', y = '7422.5' WHERE ds = '2024-03-21 00:00:00' -2024-11-20 10:20:43,427 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-21 00:00:00', NHITS = '7471.48', Informer = '7410.82', LSTM = '7418.15', iTransformer = '7359.09', TSMixer = '7436.82', TSMixerx = '7382.55', PatchTST = '7467.97', RNN = '7485.88', GRU = '7497.73', TCN = '7485.05', BiTCN = '7342.78', DilatedRNN = '7469.99', MLP = '7437.01', DLinear = '7433.13', NLinear = '7466.88', TFT = '7407.96', StemGNN = '7282.79', MLPMultivariate = '7422.37', TiDE = '7449.82', DeepNPTS = '7435.73', y = '7422.5' WHERE ds = '2024-03-21 00:00:00' -2024-11-20 10:20:43,429 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-22 00:00:00', NHITS = '7417.1', Informer = '7386.94', LSTM = '7359.75', iTransformer = '7407.99', TSMixer = '7419.15', TSMixerx = '7377.38', PatchTST = '7398.66', RNN = '7419.29', GRU = '7445.15', TCN = '7473.64', BiTCN = '7348.41', DilatedRNN = '7429.75', MLP = '7410.0', DLinear = '7426.43', NLinear = '7427.33', TFT = '7392.96', StemGNN = '7286.4', MLPMultivariate = '7414.18', TiDE = '7431.13', DeepNPTS = '7377.32', y = '7402.5' WHERE ds = '2024-03-22 00:00:00' -2024-11-20 10:20:43,429 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-22 00:00:00', NHITS = '7417.1', Informer = '7386.94', LSTM = '7359.75', iTransformer = '7407.99', TSMixer = '7419.15', TSMixerx = '7377.38', PatchTST = '7398.66', RNN = '7419.29', GRU = '7445.15', TCN = '7473.64', BiTCN = '7348.41', DilatedRNN = '7429.75', MLP = '7410.0', DLinear = '7426.43', NLinear = '7427.33', TFT = '7392.96', StemGNN = '7286.4', MLPMultivariate = '7414.18', TiDE = '7431.13', DeepNPTS = '7377.32', y = '7402.5' WHERE ds = '2024-03-22 00:00:00' -2024-11-20 10:20:43,432 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-25 00:00:00', NHITS = '7404.65', Informer = '7354.68', LSTM = '7337.62', iTransformer = '7438.0', TSMixer = '7391.76', TSMixerx = '7372.08', PatchTST = '7396.19', RNN = '7403.69', GRU = '7432.8', TCN = '7463.86', BiTCN = '7342.24', DilatedRNN = '7408.89', MLP = '7382.35', DLinear = '7426.01', NLinear = '7402.0', TFT = '7391.26', StemGNN = '7288.26', MLPMultivariate = '7395.28', TiDE = '7401.38', DeepNPTS = '7352.68', y = '7372.5' WHERE ds = '2024-03-25 00:00:00' -2024-11-20 10:20:43,432 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-25 00:00:00', NHITS = '7404.65', Informer = '7354.68', LSTM = '7337.62', iTransformer = '7438.0', TSMixer = '7391.76', TSMixerx = '7372.08', PatchTST = '7396.19', RNN = '7403.69', GRU = '7432.8', TCN = '7463.86', BiTCN = '7342.24', DilatedRNN = '7408.89', MLP = '7382.35', DLinear = '7426.01', NLinear = '7402.0', TFT = '7391.26', StemGNN = '7288.26', MLPMultivariate = '7395.28', TiDE = '7401.38', DeepNPTS = '7352.68', y = '7372.5' WHERE ds = '2024-03-25 00:00:00' -2024-11-20 10:20:43,434 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-26 00:00:00', NHITS = '7367.22', Informer = '7322.27', LSTM = '7297.47', iTransformer = '7379.26', TSMixer = '7362.82', TSMixerx = '7379.8', PatchTST = '7348.91', RNN = '7365.84', GRU = '7399.45', TCN = '7449.14', BiTCN = '7347.17', DilatedRNN = '7376.77', MLP = '7355.65', DLinear = '7392.1', NLinear = '7355.2', TFT = '7356.75', StemGNN = '7289.35', MLPMultivariate = '7365.31', TiDE = '7355.82', DeepNPTS = '7332.97', y = '7365.0' WHERE ds = '2024-03-26 00:00:00' -2024-11-20 10:20:43,434 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-26 00:00:00', NHITS = '7367.22', Informer = '7322.27', LSTM = '7297.47', iTransformer = '7379.26', TSMixer = '7362.82', TSMixerx = '7379.8', PatchTST = '7348.91', RNN = '7365.84', GRU = '7399.45', TCN = '7449.14', BiTCN = '7347.17', DilatedRNN = '7376.77', MLP = '7355.65', DLinear = '7392.1', NLinear = '7355.2', TFT = '7356.75', StemGNN = '7289.35', MLPMultivariate = '7365.31', TiDE = '7355.82', DeepNPTS = '7332.97', y = '7365.0' WHERE ds = '2024-03-26 00:00:00' -2024-11-20 10:20:43,437 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-27 00:00:00', NHITS = '7348.99', Informer = '7314.72', LSTM = '7292.01', iTransformer = '7324.37', TSMixer = '7348.72', TSMixerx = '7361.01', PatchTST = '7349.25', RNN = '7354.78', GRU = '7399.57', TCN = '7441.3', BiTCN = '7353.53', DilatedRNN = '7370.99', MLP = '7335.98', DLinear = '7369.87', NLinear = '7345.71', TFT = '7338.27', StemGNN = '7290.38', MLPMultivariate = '7340.31', TiDE = '7351.88', DeepNPTS = '7327.51', y = '7345.0' WHERE ds = '2024-03-27 00:00:00' -2024-11-20 10:20:43,437 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-27 00:00:00', NHITS = '7348.99', Informer = '7314.72', LSTM = '7292.01', iTransformer = '7324.37', TSMixer = '7348.72', TSMixerx = '7361.01', PatchTST = '7349.25', RNN = '7354.78', GRU = '7399.57', TCN = '7441.3', BiTCN = '7353.53', DilatedRNN = '7370.99', MLP = '7335.98', DLinear = '7369.87', NLinear = '7345.71', TFT = '7338.27', StemGNN = '7290.38', MLPMultivariate = '7340.31', TiDE = '7351.88', DeepNPTS = '7327.51', y = '7345.0' WHERE ds = '2024-03-27 00:00:00' -2024-11-20 10:20:43,440 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-28 00:00:00', NHITS = '7315.95', Informer = '7301.15', LSTM = '7273.48', iTransformer = '7295.8', TSMixer = '7330.9', TSMixerx = '7328.15', PatchTST = '7333.3', RNN = '7346.44', GRU = '7379.1', TCN = '7428.09', BiTCN = '7353.19', DilatedRNN = '7339.56', MLP = '7312.39', DLinear = '7352.16', NLinear = '7328.61', TFT = '7330.9', StemGNN = '7291.17', MLPMultivariate = '7320.32', TiDE = '7333.7', DeepNPTS = '7319.06', y = '7345.0' WHERE ds = '2024-03-28 00:00:00' -2024-11-20 10:20:43,440 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-28 00:00:00', NHITS = '7315.95', Informer = '7301.15', LSTM = '7273.48', iTransformer = '7295.8', TSMixer = '7330.9', TSMixerx = '7328.15', PatchTST = '7333.3', RNN = '7346.44', GRU = '7379.1', TCN = '7428.09', BiTCN = '7353.19', DilatedRNN = '7339.56', MLP = '7312.39', DLinear = '7352.16', NLinear = '7328.61', TFT = '7330.9', StemGNN = '7291.17', MLPMultivariate = '7320.32', TiDE = '7333.7', DeepNPTS = '7319.06', y = '7345.0' WHERE ds = '2024-03-28 00:00:00' -2024-11-20 10:20:43,444 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-29 00:00:00', NHITS = '7330.24', Informer = '7305.84', LSTM = '7275.81', iTransformer = '7295.1', TSMixer = '7325.45', TSMixerx = '7312.22', PatchTST = '7328.93', RNN = '7348.29', GRU = '7385.13', TCN = '7421.9', BiTCN = '7338.67', DilatedRNN = '7331.57', MLP = '7296.93', DLinear = '7335.55', NLinear = '7336.98', TFT = '7327.3', StemGNN = '7292.35', MLPMultivariate = '7309.14', TiDE = '7332.74', DeepNPTS = '7339.16', y = '7345.0' WHERE ds = '2024-03-29 00:00:00' -2024-11-20 10:20:43,444 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-29 00:00:00', NHITS = '7330.24', Informer = '7305.84', LSTM = '7275.81', iTransformer = '7295.1', TSMixer = '7325.45', TSMixerx = '7312.22', PatchTST = '7328.93', RNN = '7348.29', GRU = '7385.13', TCN = '7421.9', BiTCN = '7338.67', DilatedRNN = '7331.57', MLP = '7296.93', DLinear = '7335.55', NLinear = '7336.98', TFT = '7327.3', StemGNN = '7292.35', MLPMultivariate = '7309.14', TiDE = '7332.74', DeepNPTS = '7339.16', y = '7345.0' WHERE ds = '2024-03-29 00:00:00' -2024-11-20 10:20:43,446 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-01 00:00:00', NHITS = '7338.24', Informer = '7312.92', LSTM = '7275.35', iTransformer = '7297.79', TSMixer = '7326.11', TSMixerx = '7304.88', PatchTST = '7330.88', RNN = '7350.42', GRU = '7384.03', TCN = '7416.0', BiTCN = '7329.56', DilatedRNN = '7326.53', MLP = '7302.67', DLinear = '7334.68', NLinear = '7344.62', TFT = '7326.0', StemGNN = '7293.29', MLPMultivariate = '7308.76', TiDE = '7335.23', DeepNPTS = '7344.61', y = '7360.0' WHERE ds = '2024-04-01 00:00:00' -2024-11-20 10:20:43,446 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-01 00:00:00', NHITS = '7338.24', Informer = '7312.92', LSTM = '7275.35', iTransformer = '7297.79', TSMixer = '7326.11', TSMixerx = '7304.88', PatchTST = '7330.88', RNN = '7350.42', GRU = '7384.03', TCN = '7416.0', BiTCN = '7329.56', DilatedRNN = '7326.53', MLP = '7302.67', DLinear = '7334.68', NLinear = '7344.62', TFT = '7326.0', StemGNN = '7293.29', MLPMultivariate = '7308.76', TiDE = '7335.23', DeepNPTS = '7344.61', y = '7360.0' WHERE ds = '2024-04-01 00:00:00' -2024-11-20 10:20:43,449 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-02 00:00:00', NHITS = '7346.74', Informer = '7332.9', LSTM = '7289.21', iTransformer = '7307.99', TSMixer = '7336.79', TSMixerx = '7317.73', PatchTST = '7346.57', RNN = '7364.25', GRU = '7401.18', TCN = '7422.32', BiTCN = '7325.94', DilatedRNN = '7337.44', MLP = '7312.67', DLinear = '7330.29', NLinear = '7355.13', TFT = '7331.72', StemGNN = '7294.23', MLPMultivariate = '7313.7', TiDE = '7342.82', DeepNPTS = '7353.49', y = '7380.0' WHERE ds = '2024-04-02 00:00:00' -2024-11-20 10:20:43,449 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-02 00:00:00', NHITS = '7346.74', Informer = '7332.9', LSTM = '7289.21', iTransformer = '7307.99', TSMixer = '7336.79', TSMixerx = '7317.73', PatchTST = '7346.57', RNN = '7364.25', GRU = '7401.18', TCN = '7422.32', BiTCN = '7325.94', DilatedRNN = '7337.44', MLP = '7312.67', DLinear = '7330.29', NLinear = '7355.13', TFT = '7331.72', StemGNN = '7294.23', MLPMultivariate = '7313.7', TiDE = '7342.82', DeepNPTS = '7353.49', y = '7380.0' WHERE ds = '2024-04-02 00:00:00' -2024-11-20 10:20:43,452 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-03 00:00:00', NHITS = '7362.03', Informer = '7378.23', LSTM = '7308.14', iTransformer = '7335.29', TSMixer = '7353.97', TSMixerx = '7345.56', PatchTST = '7371.53', RNN = '7386.28', GRU = '7419.33', TCN = '7428.12', BiTCN = '7335.65', DilatedRNN = '7363.3', MLP = '7336.41', DLinear = '7329.53', NLinear = '7376.12', TFT = '7363.62', StemGNN = '7295.82', MLPMultivariate = '7333.87', TiDE = '7357.16', DeepNPTS = '7375.72', y = '7397.5' WHERE ds = '2024-04-03 00:00:00' -2024-11-20 10:20:43,452 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-03 00:00:00', NHITS = '7362.03', Informer = '7378.23', LSTM = '7308.14', iTransformer = '7335.29', TSMixer = '7353.97', TSMixerx = '7345.56', PatchTST = '7371.53', RNN = '7386.28', GRU = '7419.33', TCN = '7428.12', BiTCN = '7335.65', DilatedRNN = '7363.3', MLP = '7336.41', DLinear = '7329.53', NLinear = '7376.12', TFT = '7363.62', StemGNN = '7295.82', MLPMultivariate = '7333.87', TiDE = '7357.16', DeepNPTS = '7375.72', y = '7397.5' WHERE ds = '2024-04-03 00:00:00' -2024-11-20 10:20:43,454 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-07 00:00:00', NHITS = '7380.46', Informer = '7399.9', LSTM = '7329.28', iTransformer = '7342.79', TSMixer = '7377.67', TSMixerx = '7353.99', PatchTST = '7410.47', RNN = '7402.89', GRU = '7435.25', TCN = '7440.61', BiTCN = '7349.37', DilatedRNN = '7386.35', MLP = '7366.33', DLinear = '7351.98', NLinear = '7390.83', TFT = '7357.89', StemGNN = '7298.55', MLPMultivariate = '7362.64', TiDE = '7388.62', DeepNPTS = '7390.25', y = '7437.5' WHERE ds = '2024-04-07 00:00:00' -2024-11-20 10:20:43,454 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-07 00:00:00', NHITS = '7380.46', Informer = '7399.9', LSTM = '7329.28', iTransformer = '7342.79', TSMixer = '7377.67', TSMixerx = '7353.99', PatchTST = '7410.47', RNN = '7402.89', GRU = '7435.25', TCN = '7440.61', BiTCN = '7349.37', DilatedRNN = '7386.35', MLP = '7366.33', DLinear = '7351.98', NLinear = '7390.83', TFT = '7357.89', StemGNN = '7298.55', MLPMultivariate = '7362.64', TiDE = '7388.62', DeepNPTS = '7390.25', y = '7437.5' WHERE ds = '2024-04-07 00:00:00' -2024-11-20 10:20:43,456 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-08 00:00:00', NHITS = '7447.65', Informer = '7446.34', LSTM = '7385.22', iTransformer = '7363.92', TSMixer = '7413.36', TSMixerx = '7379.34', PatchTST = '7464.31', RNN = '7450.51', GRU = '7478.47', TCN = '7458.92', BiTCN = '7355.57', DilatedRNN = '7434.99', MLP = '7413.54', DLinear = '7377.16', NLinear = '7434.57', TFT = '7405.02', StemGNN = '7302.9', MLPMultivariate = '7409.96', TiDE = '7431.65', DeepNPTS = '7422.17', y = '7490.0' WHERE ds = '2024-04-08 00:00:00' -2024-11-20 10:20:43,456 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-08 00:00:00', NHITS = '7447.65', Informer = '7446.34', LSTM = '7385.22', iTransformer = '7363.92', TSMixer = '7413.36', TSMixerx = '7379.34', PatchTST = '7464.31', RNN = '7450.51', GRU = '7478.47', TCN = '7458.92', BiTCN = '7355.57', DilatedRNN = '7434.99', MLP = '7413.54', DLinear = '7377.16', NLinear = '7434.57', TFT = '7405.02', StemGNN = '7302.9', MLPMultivariate = '7409.96', TiDE = '7431.65', DeepNPTS = '7422.17', y = '7490.0' WHERE ds = '2024-04-08 00:00:00' -2024-11-20 10:20:43,458 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-09 00:00:00', NHITS = '7508.91', Informer = '7451.4', LSTM = '7454.91', iTransformer = '7495.67', TSMixer = '7458.67', TSMixerx = '7404.45', PatchTST = '7504.04', RNN = '7508.22', GRU = '7535.45', TCN = '7498.07', BiTCN = '7362.18', DilatedRNN = '7500.56', MLP = '7456.07', DLinear = '7436.46', NLinear = '7490.4', TFT = '7479.82', StemGNN = '7307.45', MLPMultivariate = '7470.89', TiDE = '7473.05', DeepNPTS = '7482.98', y = '7507.5' WHERE ds = '2024-04-09 00:00:00' -2024-11-20 10:20:43,458 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-09 00:00:00', NHITS = '7508.91', Informer = '7451.4', LSTM = '7454.91', iTransformer = '7495.67', TSMixer = '7458.67', TSMixerx = '7404.45', PatchTST = '7504.04', RNN = '7508.22', GRU = '7535.45', TCN = '7498.07', BiTCN = '7362.18', DilatedRNN = '7500.56', MLP = '7456.07', DLinear = '7436.46', NLinear = '7490.4', TFT = '7479.82', StemGNN = '7307.45', MLPMultivariate = '7470.89', TiDE = '7473.05', DeepNPTS = '7482.98', y = '7507.5' WHERE ds = '2024-04-09 00:00:00' -2024-11-20 10:20:43,461 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-10 00:00:00', NHITS = '7525.01', Informer = '7463.69', LSTM = '7471.0', iTransformer = '7599.2', TSMixer = '7480.64', TSMixerx = '7407.01', PatchTST = '7494.6', RNN = '7518.41', GRU = '7543.95', TCN = '7529.9', BiTCN = '7380.28', DilatedRNN = '7529.39', MLP = '7474.85', DLinear = '7472.81', NLinear = '7508.65', TFT = '7484.08', StemGNN = '7312.89', MLPMultivariate = '7512.26', TiDE = '7487.67', DeepNPTS = '7500.6', y = '7497.5' WHERE ds = '2024-04-10 00:00:00' -2024-11-20 10:20:43,461 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-10 00:00:00', NHITS = '7525.01', Informer = '7463.69', LSTM = '7471.0', iTransformer = '7599.2', TSMixer = '7480.64', TSMixerx = '7407.01', PatchTST = '7494.6', RNN = '7518.41', GRU = '7543.95', TCN = '7529.9', BiTCN = '7380.28', DilatedRNN = '7529.39', MLP = '7474.85', DLinear = '7472.81', NLinear = '7508.65', TFT = '7484.08', StemGNN = '7312.89', MLPMultivariate = '7512.26', TiDE = '7487.67', DeepNPTS = '7500.6', y = '7497.5' WHERE ds = '2024-04-10 00:00:00' -2024-11-20 10:20:43,462 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-11 00:00:00', NHITS = '7504.87', Informer = '7435.27', LSTM = '7455.34', iTransformer = '7541.44', TSMixer = '7475.08', TSMixerx = '7402.14', PatchTST = '7456.31', RNN = '7507.48', GRU = '7525.09', TCN = '7529.47', BiTCN = '7398.46', DilatedRNN = '7516.28', MLP = '7430.02', DLinear = '7497.04', NLinear = '7500.72', TFT = '7442.53', StemGNN = '7317.92', MLPMultivariate = '7486.73', TiDE = '7485.56', DeepNPTS = '7459.59', y = '7497.5' WHERE ds = '2024-04-11 00:00:00' -2024-11-20 10:20:43,462 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-11 00:00:00', NHITS = '7504.87', Informer = '7435.27', LSTM = '7455.34', iTransformer = '7541.44', TSMixer = '7475.08', TSMixerx = '7402.14', PatchTST = '7456.31', RNN = '7507.48', GRU = '7525.09', TCN = '7529.47', BiTCN = '7398.46', DilatedRNN = '7516.28', MLP = '7430.02', DLinear = '7497.04', NLinear = '7500.72', TFT = '7442.53', StemGNN = '7317.92', MLPMultivariate = '7486.73', TiDE = '7485.56', DeepNPTS = '7459.59', y = '7497.5' WHERE ds = '2024-04-11 00:00:00' -2024-11-20 10:20:43,465 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-12 00:00:00', NHITS = '7479.46', Informer = '7435.88', LSTM = '7455.09', iTransformer = '7449.45', TSMixer = '7465.52', TSMixerx = '7413.95', PatchTST = '7465.76', RNN = '7506.2', GRU = '7527.13', TCN = '7527.37', BiTCN = '7413.39', DilatedRNN = '7518.23', MLP = '7412.17', DLinear = '7521.26', NLinear = '7487.64', TFT = '7408.6', StemGNN = '7322.92', MLPMultivariate = '7468.34', TiDE = '7477.26', DeepNPTS = '7416.74', y = '7506.67' WHERE ds = '2024-04-12 00:00:00' -2024-11-20 10:20:43,465 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-12 00:00:00', NHITS = '7479.46', Informer = '7435.88', LSTM = '7455.09', iTransformer = '7449.45', TSMixer = '7465.52', TSMixerx = '7413.95', PatchTST = '7465.76', RNN = '7506.2', GRU = '7527.13', TCN = '7527.37', BiTCN = '7413.39', DilatedRNN = '7518.23', MLP = '7412.17', DLinear = '7521.26', NLinear = '7487.64', TFT = '7408.6', StemGNN = '7322.92', MLPMultivariate = '7468.34', TiDE = '7477.26', DeepNPTS = '7416.74', y = '7506.67' WHERE ds = '2024-04-12 00:00:00' -2024-11-20 10:20:43,468 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-15 00:00:00', NHITS = '7472.32', Informer = '7395.35', LSTM = '7463.68', iTransformer = '7434.46', TSMixer = '7464.76', TSMixerx = '7388.03', PatchTST = '7470.02', RNN = '7506.19', GRU = '7537.05', TCN = '7531.6', BiTCN = '7428.35', DilatedRNN = '7524.9', MLP = '7414.0', DLinear = '7503.56', NLinear = '7498.12', TFT = '7387.92', StemGNN = '7327.57', MLPMultivariate = '7459.92', TiDE = '7479.79', DeepNPTS = '7412.79', y = '7482.5' WHERE ds = '2024-04-15 00:00:00' -2024-11-20 10:20:43,468 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-15 00:00:00', NHITS = '7472.32', Informer = '7395.35', LSTM = '7463.68', iTransformer = '7434.46', TSMixer = '7464.76', TSMixerx = '7388.03', PatchTST = '7470.02', RNN = '7506.19', GRU = '7537.05', TCN = '7531.6', BiTCN = '7428.35', DilatedRNN = '7524.9', MLP = '7414.0', DLinear = '7503.56', NLinear = '7498.12', TFT = '7387.92', StemGNN = '7327.57', MLPMultivariate = '7459.92', TiDE = '7479.79', DeepNPTS = '7412.79', y = '7482.5' WHERE ds = '2024-04-15 00:00:00' -2024-11-20 10:20:43,471 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-16 00:00:00', NHITS = '7445.28', Informer = '7384.64', LSTM = '7424.47', iTransformer = '7387.4', TSMixer = '7448.83', TSMixerx = '7379.28', PatchTST = '7438.86', RNN = '7474.01', GRU = '7498.57', TCN = '7514.49', BiTCN = '7421.47', DilatedRNN = '7486.23', MLP = '7387.0', DLinear = '7473.29', NLinear = '7463.03', TFT = '7381.95', StemGNN = '7330.04', MLPMultivariate = '7305.22', TiDE = '7465.68', DeepNPTS = '7344.09', y = '7495.0' WHERE ds = '2024-04-16 00:00:00' -2024-11-20 10:20:43,471 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-16 00:00:00', NHITS = '7445.28', Informer = '7384.64', LSTM = '7424.47', iTransformer = '7387.4', TSMixer = '7448.83', TSMixerx = '7379.28', PatchTST = '7438.86', RNN = '7474.01', GRU = '7498.57', TCN = '7514.49', BiTCN = '7421.47', DilatedRNN = '7486.23', MLP = '7387.0', DLinear = '7473.29', NLinear = '7463.03', TFT = '7381.95', StemGNN = '7330.04', MLPMultivariate = '7305.22', TiDE = '7465.68', DeepNPTS = '7344.09', y = '7495.0' WHERE ds = '2024-04-16 00:00:00' -2024-11-20 10:20:43,473 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-17 00:00:00', NHITS = '7446.2', Informer = '7378.36', LSTM = '7448.03', iTransformer = '7381.32', TSMixer = '7454.08', TSMixerx = '7369.86', PatchTST = '7440.14', RNN = '7500.86', GRU = '7526.87', TCN = '7516.48', BiTCN = '7420.73', DilatedRNN = '7502.13', MLP = '7377.72', DLinear = '7467.53', NLinear = '7480.13', TFT = '7386.93', StemGNN = '7332.3', MLPMultivariate = '7268.14', TiDE = '7470.71', DeepNPTS = '7356.98', y = '7497.5' WHERE ds = '2024-04-17 00:00:00' -2024-11-20 10:20:43,473 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-17 00:00:00', NHITS = '7446.2', Informer = '7378.36', LSTM = '7448.03', iTransformer = '7381.32', TSMixer = '7454.08', TSMixerx = '7369.86', PatchTST = '7440.14', RNN = '7500.86', GRU = '7526.87', TCN = '7516.48', BiTCN = '7420.73', DilatedRNN = '7502.13', MLP = '7377.72', DLinear = '7467.53', NLinear = '7480.13', TFT = '7386.93', StemGNN = '7332.3', MLPMultivariate = '7268.14', TiDE = '7470.71', DeepNPTS = '7356.98', y = '7497.5' WHERE ds = '2024-04-17 00:00:00' -2024-11-20 10:20:43,475 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-18 00:00:00', NHITS = '7457.83', Informer = '7363.61', LSTM = '7444.84', iTransformer = '7383.72', TSMixer = '7460.04', TSMixerx = '7373.79', PatchTST = '7419.24', RNN = '7500.61', GRU = '7521.25', TCN = '7508.95', BiTCN = '7418.34', DilatedRNN = '7495.19', MLP = '7396.12', DLinear = '7451.62', NLinear = '7494.75', TFT = '7389.4', StemGNN = '7335.15', MLPMultivariate = '7228.79', TiDE = '7474.29', DeepNPTS = '7391.17', y = '7497.5' WHERE ds = '2024-04-18 00:00:00' -2024-11-20 10:20:43,475 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-18 00:00:00', NHITS = '7457.83', Informer = '7363.61', LSTM = '7444.84', iTransformer = '7383.72', TSMixer = '7460.04', TSMixerx = '7373.79', PatchTST = '7419.24', RNN = '7500.61', GRU = '7521.25', TCN = '7508.95', BiTCN = '7418.34', DilatedRNN = '7495.19', MLP = '7396.12', DLinear = '7451.62', NLinear = '7494.75', TFT = '7389.4', StemGNN = '7335.15', MLPMultivariate = '7228.79', TiDE = '7474.29', DeepNPTS = '7391.17', y = '7497.5' WHERE ds = '2024-04-18 00:00:00' -2024-11-20 10:20:43,477 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-19 00:00:00', NHITS = '7469.48', Informer = '7391.86', LSTM = '7446.51', iTransformer = '7398.17', TSMixer = '7463.59', TSMixerx = '7377.7', PatchTST = '7399.12', RNN = '7494.52', GRU = '7524.0', TCN = '7505.1', BiTCN = '7416.04', DilatedRNN = '7489.72', MLP = '7404.43', DLinear = '7461.7', NLinear = '7489.8', TFT = '7391.95', StemGNN = '7339.46', MLPMultivariate = '7183.49', TiDE = '7469.89', DeepNPTS = '7418.57', y = '7527.5' WHERE ds = '2024-04-19 00:00:00' -2024-11-20 10:20:43,477 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-19 00:00:00', NHITS = '7469.48', Informer = '7391.86', LSTM = '7446.51', iTransformer = '7398.17', TSMixer = '7463.59', TSMixerx = '7377.7', PatchTST = '7399.12', RNN = '7494.52', GRU = '7524.0', TCN = '7505.1', BiTCN = '7416.04', DilatedRNN = '7489.72', MLP = '7404.43', DLinear = '7461.7', NLinear = '7489.8', TFT = '7391.95', StemGNN = '7339.46', MLPMultivariate = '7183.49', TiDE = '7469.89', DeepNPTS = '7418.57', y = '7527.5' WHERE ds = '2024-04-19 00:00:00' -2024-11-20 10:20:43,479 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-22 00:00:00', NHITS = '7496.98', Informer = '7406.58', LSTM = '7488.83', iTransformer = '7424.42', TSMixer = '7488.17', TSMixerx = '7396.38', PatchTST = '7437.13', RNN = '7540.59', GRU = '7567.34', TCN = '7522.83', BiTCN = '7419.43', DilatedRNN = '7523.84', MLP = '7447.05', DLinear = '7465.61', NLinear = '7533.4', TFT = '7406.44', StemGNN = '7344.58', MLPMultivariate = '7230.71', TiDE = '7495.75', DeepNPTS = '7421.88', y = '7527.5' WHERE ds = '2024-04-22 00:00:00' -2024-11-20 10:20:43,479 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-22 00:00:00', NHITS = '7496.98', Informer = '7406.58', LSTM = '7488.83', iTransformer = '7424.42', TSMixer = '7488.17', TSMixerx = '7396.38', PatchTST = '7437.13', RNN = '7540.59', GRU = '7567.34', TCN = '7522.83', BiTCN = '7419.43', DilatedRNN = '7523.84', MLP = '7447.05', DLinear = '7465.61', NLinear = '7533.4', TFT = '7406.44', StemGNN = '7344.58', MLPMultivariate = '7230.71', TiDE = '7495.75', DeepNPTS = '7421.88', y = '7527.5' WHERE ds = '2024-04-22 00:00:00' -2024-11-20 10:20:43,482 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-23 00:00:00', NHITS = '7500.82', Informer = '7452.72', LSTM = '7481.53', iTransformer = '7395.13', TSMixer = '7502.22', TSMixerx = '7423.83', PatchTST = '7450.05', RNN = '7529.01', GRU = '7554.42', TCN = '7525.62', BiTCN = '7422.18', DilatedRNN = '7519.67', MLP = '7474.19', DLinear = '7493.49', NLinear = '7518.56', TFT = '7409.24', StemGNN = '7349.08', MLPMultivariate = '7271.15', TiDE = '7508.02', DeepNPTS = '7407.19', y = '7510.0' WHERE ds = '2024-04-23 00:00:00' -2024-11-20 10:20:43,482 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-23 00:00:00', NHITS = '7500.82', Informer = '7452.72', LSTM = '7481.53', iTransformer = '7395.13', TSMixer = '7502.22', TSMixerx = '7423.83', PatchTST = '7450.05', RNN = '7529.01', GRU = '7554.42', TCN = '7525.62', BiTCN = '7422.18', DilatedRNN = '7519.67', MLP = '7474.19', DLinear = '7493.49', NLinear = '7518.56', TFT = '7409.24', StemGNN = '7349.08', MLPMultivariate = '7271.15', TiDE = '7508.02', DeepNPTS = '7407.19', y = '7510.0' WHERE ds = '2024-04-23 00:00:00' -2024-11-20 10:20:43,485 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-24 00:00:00', NHITS = '7497.27', Informer = '7500.77', LSTM = '7459.8', iTransformer = '7455.1', TSMixer = '7496.63', TSMixerx = '7431.4', PatchTST = '7476.97', RNN = '7509.26', GRU = '7532.07', TCN = '7519.69', BiTCN = '7425.21', DilatedRNN = '7500.56', MLP = '7480.36', DLinear = '7501.79', NLinear = '7492.2', TFT = '7399.97', StemGNN = '7354.25', MLPMultivariate = '7295.49', TiDE = '7501.93', DeepNPTS = '7410.32', y = '7487.5' WHERE ds = '2024-04-24 00:00:00' -2024-11-20 10:20:43,485 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-24 00:00:00', NHITS = '7497.27', Informer = '7500.77', LSTM = '7459.8', iTransformer = '7455.1', TSMixer = '7496.63', TSMixerx = '7431.4', PatchTST = '7476.97', RNN = '7509.26', GRU = '7532.07', TCN = '7519.69', BiTCN = '7425.21', DilatedRNN = '7500.56', MLP = '7480.36', DLinear = '7501.79', NLinear = '7492.2', TFT = '7399.97', StemGNN = '7354.25', MLPMultivariate = '7295.49', TiDE = '7501.93', DeepNPTS = '7410.32', y = '7487.5' WHERE ds = '2024-04-24 00:00:00' -2024-11-20 10:20:43,488 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-25 00:00:00', NHITS = '7494.2', Informer = '7521.97', LSTM = '7429.77', iTransformer = '7471.33', TSMixer = '7478.92', TSMixerx = '7441.51', PatchTST = '7488.24', RNN = '7489.95', GRU = '7505.15', TCN = '7494.85', BiTCN = '7433.35', DilatedRNN = '7474.95', MLP = '7478.76', DLinear = '7484.28', NLinear = '7477.99', TFT = '7392.8', StemGNN = '7358.79', MLPMultivariate = '7279.72', TiDE = '7481.18', DeepNPTS = '7420.67', y = '7487.5' WHERE ds = '2024-04-25 00:00:00' -2024-11-20 10:20:43,488 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-25 00:00:00', NHITS = '7494.2', Informer = '7521.97', LSTM = '7429.77', iTransformer = '7471.33', TSMixer = '7478.92', TSMixerx = '7441.51', PatchTST = '7488.24', RNN = '7489.95', GRU = '7505.15', TCN = '7494.85', BiTCN = '7433.35', DilatedRNN = '7474.95', MLP = '7478.76', DLinear = '7484.28', NLinear = '7477.99', TFT = '7392.8', StemGNN = '7358.79', MLPMultivariate = '7279.72', TiDE = '7481.18', DeepNPTS = '7420.67', y = '7487.5' WHERE ds = '2024-04-25 00:00:00' -2024-11-20 10:20:43,490 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-26 00:00:00', NHITS = '7487.55', Informer = '7493.94', LSTM = '7433.02', iTransformer = '7460.56', TSMixer = '7472.8', TSMixerx = '7448.11', PatchTST = '7513.83', RNN = '7482.12', GRU = '7512.5', TCN = '7489.62', BiTCN = '7445.96', DilatedRNN = '7481.97', MLP = '7489.84', DLinear = '7486.69', NLinear = '7476.71', TFT = '7395.86', StemGNN = '7361.77', MLPMultivariate = '7288.1', TiDE = '7477.9', DeepNPTS = '7450.74', y = '7502.5' WHERE ds = '2024-04-26 00:00:00' -2024-11-20 10:20:43,490 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-26 00:00:00', NHITS = '7487.55', Informer = '7493.94', LSTM = '7433.02', iTransformer = '7460.56', TSMixer = '7472.8', TSMixerx = '7448.11', PatchTST = '7513.83', RNN = '7482.12', GRU = '7512.5', TCN = '7489.62', BiTCN = '7445.96', DilatedRNN = '7481.97', MLP = '7489.84', DLinear = '7486.69', NLinear = '7476.71', TFT = '7395.86', StemGNN = '7361.77', MLPMultivariate = '7288.1', TiDE = '7477.9', DeepNPTS = '7450.74', y = '7502.5' WHERE ds = '2024-04-26 00:00:00' -2024-11-20 10:20:43,492 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-28 00:00:00', NHITS = '7492.31', Informer = '7527.77', LSTM = '7453.0', iTransformer = '7454.06', TSMixer = '7481.64', TSMixerx = '7470.31', PatchTST = '7526.84', RNN = '7501.31', GRU = '7531.63', TCN = '7497.66', BiTCN = '7466.42', DilatedRNN = '7499.28', MLP = '7485.05', DLinear = '7472.34', NLinear = '7496.09', TFT = '7403.69', StemGNN = '7365.99', MLPMultivariate = '7287.76', TiDE = '7486.34', DeepNPTS = '7491.89', y = '7527.5' WHERE ds = '2024-04-28 00:00:00' -2024-11-20 10:20:43,492 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-28 00:00:00', NHITS = '7492.31', Informer = '7527.77', LSTM = '7453.0', iTransformer = '7454.06', TSMixer = '7481.64', TSMixerx = '7470.31', PatchTST = '7526.84', RNN = '7501.31', GRU = '7531.63', TCN = '7497.66', BiTCN = '7466.42', DilatedRNN = '7499.28', MLP = '7485.05', DLinear = '7472.34', NLinear = '7496.09', TFT = '7403.69', StemGNN = '7365.99', MLPMultivariate = '7287.76', TiDE = '7486.34', DeepNPTS = '7491.89', y = '7527.5' WHERE ds = '2024-04-28 00:00:00' -2024-11-20 10:20:43,494 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-29 00:00:00', NHITS = '7498.57', Informer = '7548.47', LSTM = '7486.26', iTransformer = '7431.35', TSMixer = '7495.67', TSMixerx = '7531.22', PatchTST = '7528.19', RNN = '7533.16', GRU = '7564.23', TCN = '7521.28', BiTCN = '7480.11', DilatedRNN = '7535.52', MLP = '7457.69', DLinear = '7502.54', NLinear = '7512.45', TFT = '7415.22', StemGNN = '7369.91', MLPMultivariate = '7304.96', TiDE = '7503.48', DeepNPTS = '7512.67', y = '7537.5' WHERE ds = '2024-04-29 00:00:00' -2024-11-20 10:20:43,494 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-29 00:00:00', NHITS = '7498.57', Informer = '7548.47', LSTM = '7486.26', iTransformer = '7431.35', TSMixer = '7495.67', TSMixerx = '7531.22', PatchTST = '7528.19', RNN = '7533.16', GRU = '7564.23', TCN = '7521.28', BiTCN = '7480.11', DilatedRNN = '7535.52', MLP = '7457.69', DLinear = '7502.54', NLinear = '7512.45', TFT = '7415.22', StemGNN = '7369.91', MLPMultivariate = '7304.96', TiDE = '7503.48', DeepNPTS = '7512.67', y = '7537.5' WHERE ds = '2024-04-29 00:00:00' -2024-11-20 10:20:43,496 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-30 00:00:00', NHITS = '7495.75', Informer = '7592.61', LSTM = '7496.31', iTransformer = '7370.04', TSMixer = '7501.83', TSMixerx = '7521.1', PatchTST = '7525.03', RNN = '7545.76', GRU = '7570.16', TCN = '7542.07', BiTCN = '7482.28', DilatedRNN = '7551.96', MLP = '7438.24', DLinear = '7535.52', NLinear = '7529.03', TFT = '7422.59', StemGNN = '7374.53', MLPMultivariate = '7279.18', TiDE = '7509.82', DeepNPTS = '7520.88', y = '7532.5' WHERE ds = '2024-04-30 00:00:00' -2024-11-20 10:20:43,496 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-30 00:00:00', NHITS = '7495.75', Informer = '7592.61', LSTM = '7496.31', iTransformer = '7370.04', TSMixer = '7501.83', TSMixerx = '7521.1', PatchTST = '7525.03', RNN = '7545.76', GRU = '7570.16', TCN = '7542.07', BiTCN = '7482.28', DilatedRNN = '7551.96', MLP = '7438.24', DLinear = '7535.52', NLinear = '7529.03', TFT = '7422.59', StemGNN = '7374.53', MLPMultivariate = '7279.18', TiDE = '7509.82', DeepNPTS = '7520.88', y = '7532.5' WHERE ds = '2024-04-30 00:00:00' -2024-11-20 10:20:43,498 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-06 00:00:00', NHITS = '7486.98', Informer = '7575.81', LSTM = '7488.82', iTransformer = '7356.33', TSMixer = '7496.14', TSMixerx = '7475.81', PatchTST = '7510.93', RNN = '7539.36', GRU = '7560.82', TCN = '7539.02', BiTCN = '7472.66', DilatedRNN = '7538.92', MLP = '7425.33', DLinear = '7523.91', NLinear = '7531.51', TFT = '7425.09', StemGNN = '7380.07', MLPMultivariate = '7292.73', TiDE = '7510.87', DeepNPTS = '7504.35', y = '7502.5' WHERE ds = '2024-05-06 00:00:00' -2024-11-20 10:20:43,498 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-06 00:00:00', NHITS = '7486.98', Informer = '7575.81', LSTM = '7488.82', iTransformer = '7356.33', TSMixer = '7496.14', TSMixerx = '7475.81', PatchTST = '7510.93', RNN = '7539.36', GRU = '7560.82', TCN = '7539.02', BiTCN = '7472.66', DilatedRNN = '7538.92', MLP = '7425.33', DLinear = '7523.91', NLinear = '7531.51', TFT = '7425.09', StemGNN = '7380.07', MLPMultivariate = '7292.73', TiDE = '7510.87', DeepNPTS = '7504.35', y = '7502.5' WHERE ds = '2024-05-06 00:00:00' -2024-11-20 10:20:43,501 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-07 00:00:00', NHITS = '7459.47', Informer = '7522.92', LSTM = '7446.9', iTransformer = '7293.06', TSMixer = '7472.45', TSMixerx = '7416.02', PatchTST = '7473.61', RNN = '7500.68', GRU = '7517.77', TCN = '7513.82', BiTCN = '7461.0', DilatedRNN = '7495.62', MLP = '7401.71', DLinear = '7499.71', NLinear = '7493.95', TFT = '7423.25', StemGNN = '7385.97', MLPMultivariate = '7269.02', TiDE = '7482.75', DeepNPTS = '7427.8', y = '7475.0' WHERE ds = '2024-05-07 00:00:00' -2024-11-20 10:20:43,501 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-07 00:00:00', NHITS = '7459.47', Informer = '7522.92', LSTM = '7446.9', iTransformer = '7293.06', TSMixer = '7472.45', TSMixerx = '7416.02', PatchTST = '7473.61', RNN = '7500.68', GRU = '7517.77', TCN = '7513.82', BiTCN = '7461.0', DilatedRNN = '7495.62', MLP = '7401.71', DLinear = '7499.71', NLinear = '7493.95', TFT = '7423.25', StemGNN = '7385.97', MLPMultivariate = '7269.02', TiDE = '7482.75', DeepNPTS = '7427.8', y = '7475.0' WHERE ds = '2024-05-07 00:00:00' -2024-11-20 10:20:43,503 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-08 00:00:00', NHITS = '7452.1', Informer = '7498.92', LSTM = '7412.88', iTransformer = '7266.95', TSMixer = '7451.0', TSMixerx = '7393.7', PatchTST = '7456.99', RNN = '7466.12', GRU = '7491.15', TCN = '7492.59', BiTCN = '7451.26', DilatedRNN = '7466.67', MLP = '7400.62', DLinear = '7459.54', NLinear = '7476.41', TFT = '7422.86', StemGNN = '7391.94', MLPMultivariate = '7251.08', TiDE = '7457.2', DeepNPTS = '7413.32', y = '7512.5' WHERE ds = '2024-05-08 00:00:00' -2024-11-20 10:20:43,503 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-08 00:00:00', NHITS = '7452.1', Informer = '7498.92', LSTM = '7412.88', iTransformer = '7266.95', TSMixer = '7451.0', TSMixerx = '7393.7', PatchTST = '7456.99', RNN = '7466.12', GRU = '7491.15', TCN = '7492.59', BiTCN = '7451.26', DilatedRNN = '7466.67', MLP = '7400.62', DLinear = '7459.54', NLinear = '7476.41', TFT = '7422.86', StemGNN = '7391.94', MLPMultivariate = '7251.08', TiDE = '7457.2', DeepNPTS = '7413.32', y = '7512.5' WHERE ds = '2024-05-08 00:00:00' -2024-11-20 10:20:43,507 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-09 00:00:00', NHITS = '7507.17', Informer = '7481.83', LSTM = '7470.25', iTransformer = '7276.28', TSMixer = '7474.45', TSMixerx = '7402.05', PatchTST = '7487.83', RNN = '7516.03', GRU = '7551.66', TCN = '7514.2', BiTCN = '7457.1', DilatedRNN = '7515.92', MLP = '7427.3', DLinear = '7461.2', NLinear = '7499.92', TFT = '7434.42', StemGNN = '7398.46', MLPMultivariate = '7258.22', TiDE = '7479.38', DeepNPTS = '7489.75', y = '7505.0' WHERE ds = '2024-05-09 00:00:00' -2024-11-20 10:20:43,507 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-09 00:00:00', NHITS = '7507.17', Informer = '7481.83', LSTM = '7470.25', iTransformer = '7276.28', TSMixer = '7474.45', TSMixerx = '7402.05', PatchTST = '7487.83', RNN = '7516.03', GRU = '7551.66', TCN = '7514.2', BiTCN = '7457.1', DilatedRNN = '7515.92', MLP = '7427.3', DLinear = '7461.2', NLinear = '7499.92', TFT = '7434.42', StemGNN = '7398.46', MLPMultivariate = '7258.22', TiDE = '7479.38', DeepNPTS = '7489.75', y = '7505.0' WHERE ds = '2024-05-09 00:00:00' -2024-11-20 10:20:43,519 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-10 00:00:00', NHITS = '7513.2', Informer = '7490.87', LSTM = '7449.28', iTransformer = '7300.66', TSMixer = '7485.6', TSMixerx = '7421.4', PatchTST = '7469.69', RNN = '7498.91', GRU = '7523.2', TCN = '7512.77', BiTCN = '7449.59', DilatedRNN = '7501.96', MLP = '7431.21', DLinear = '7468.93', NLinear = '7501.23', TFT = '7437.45', StemGNN = '7405.6', MLPMultivariate = '7252.87', TiDE = '7475.75', DeepNPTS = '7494.29', y = '7477.5' WHERE ds = '2024-05-10 00:00:00' -2024-11-20 10:20:43,519 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-10 00:00:00', NHITS = '7513.2', Informer = '7490.87', LSTM = '7449.28', iTransformer = '7300.66', TSMixer = '7485.6', TSMixerx = '7421.4', PatchTST = '7469.69', RNN = '7498.91', GRU = '7523.2', TCN = '7512.77', BiTCN = '7449.59', DilatedRNN = '7501.96', MLP = '7431.21', DLinear = '7468.93', NLinear = '7501.23', TFT = '7437.45', StemGNN = '7405.6', MLPMultivariate = '7252.87', TiDE = '7475.75', DeepNPTS = '7494.29', y = '7477.5' WHERE ds = '2024-05-10 00:00:00' -2024-11-20 10:20:43,525 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-11 00:00:00', NHITS = '7483.99', Informer = '7472.65', LSTM = '7416.67', iTransformer = '7318.22', TSMixer = '7474.62', TSMixerx = '7444.24', PatchTST = '7451.12', RNN = '7474.21', GRU = '7495.17', TCN = '7500.56', BiTCN = '7435.79', DilatedRNN = '7469.77', MLP = '7434.19', DLinear = '7468.85', NLinear = '7475.62', TFT = '7438.88', StemGNN = '7412.61', MLPMultivariate = '7258.36', TiDE = '7463.97', DeepNPTS = '7463.24', y = '7475.0' WHERE ds = '2024-05-11 00:00:00' -2024-11-20 10:20:43,525 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-11 00:00:00', NHITS = '7483.99', Informer = '7472.65', LSTM = '7416.67', iTransformer = '7318.22', TSMixer = '7474.62', TSMixerx = '7444.24', PatchTST = '7451.12', RNN = '7474.21', GRU = '7495.17', TCN = '7500.56', BiTCN = '7435.79', DilatedRNN = '7469.77', MLP = '7434.19', DLinear = '7468.85', NLinear = '7475.62', TFT = '7438.88', StemGNN = '7412.61', MLPMultivariate = '7258.36', TiDE = '7463.97', DeepNPTS = '7463.24', y = '7475.0' WHERE ds = '2024-05-11 00:00:00' -2024-11-20 10:20:43,529 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-13 00:00:00', NHITS = '7492.02', Informer = '7469.96', LSTM = '7417.52', iTransformer = '7332.23', TSMixer = '7473.29', TSMixerx = '7459.2', PatchTST = '7460.44', RNN = '7485.61', GRU = '7499.11', TCN = '7486.36', BiTCN = '7435.56', DilatedRNN = '7462.95', MLP = '7449.81', DLinear = '7487.18', NLinear = '7477.07', TFT = '7448.36', StemGNN = '7419.8', MLPMultivariate = '7278.9', TiDE = '7470.81', DeepNPTS = '7462.39', y = '7485.0' WHERE ds = '2024-05-13 00:00:00' -2024-11-20 10:20:43,529 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-13 00:00:00', NHITS = '7492.02', Informer = '7469.96', LSTM = '7417.52', iTransformer = '7332.23', TSMixer = '7473.29', TSMixerx = '7459.2', PatchTST = '7460.44', RNN = '7485.61', GRU = '7499.11', TCN = '7486.36', BiTCN = '7435.56', DilatedRNN = '7462.95', MLP = '7449.81', DLinear = '7487.18', NLinear = '7477.07', TFT = '7448.36', StemGNN = '7419.8', MLPMultivariate = '7278.9', TiDE = '7470.81', DeepNPTS = '7462.39', y = '7485.0' WHERE ds = '2024-05-13 00:00:00' -2024-11-20 10:20:43,545 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-14 00:00:00', NHITS = '7485.84', Informer = '7471.29', LSTM = '7430.62', iTransformer = '7342.64', TSMixer = '7479.87', TSMixerx = '7489.41', PatchTST = '7462.96', RNN = '7479.66', GRU = '7511.71', TCN = '7483.63', BiTCN = '7457.97', DilatedRNN = '7468.02', MLP = '7482.82', DLinear = '7489.58', NLinear = '7495.8', TFT = '7450.75', StemGNN = '7428.02', MLPMultivariate = '7325.6', TiDE = '7475.31', DeepNPTS = '7470.97', y = '7507.5' WHERE ds = '2024-05-14 00:00:00' -2024-11-20 10:20:43,545 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-14 00:00:00', NHITS = '7485.84', Informer = '7471.29', LSTM = '7430.62', iTransformer = '7342.64', TSMixer = '7479.87', TSMixerx = '7489.41', PatchTST = '7462.96', RNN = '7479.66', GRU = '7511.71', TCN = '7483.63', BiTCN = '7457.97', DilatedRNN = '7468.02', MLP = '7482.82', DLinear = '7489.58', NLinear = '7495.8', TFT = '7450.75', StemGNN = '7428.02', MLPMultivariate = '7325.6', TiDE = '7475.31', DeepNPTS = '7470.97', y = '7507.5' WHERE ds = '2024-05-14 00:00:00' -2024-11-20 10:20:43,548 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-15 00:00:00', NHITS = '7494.66', Informer = '7527.76', LSTM = '7462.12', iTransformer = '7357.79', TSMixer = '7498.05', TSMixerx = '7496.8', PatchTST = '7487.66', RNN = '7508.05', GRU = '7541.39', TCN = '7503.29', BiTCN = '7486.74', DilatedRNN = '7493.37', MLP = '7518.69', DLinear = '7500.46', NLinear = '7501.49', TFT = '7471.96', StemGNN = '7432.85', MLPMultivariate = '7329.11', TiDE = '7495.48', DeepNPTS = '7474.04', y = '7510.0' WHERE ds = '2024-05-15 00:00:00' -2024-11-20 10:20:43,548 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-15 00:00:00', NHITS = '7494.66', Informer = '7527.76', LSTM = '7462.12', iTransformer = '7357.79', TSMixer = '7498.05', TSMixerx = '7496.8', PatchTST = '7487.66', RNN = '7508.05', GRU = '7541.39', TCN = '7503.29', BiTCN = '7486.74', DilatedRNN = '7493.37', MLP = '7518.69', DLinear = '7500.46', NLinear = '7501.49', TFT = '7471.96', StemGNN = '7432.85', MLPMultivariate = '7329.11', TiDE = '7495.48', DeepNPTS = '7474.04', y = '7510.0' WHERE ds = '2024-05-15 00:00:00' -2024-11-20 10:20:43,553 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-16 00:00:00', NHITS = '7486.32', Informer = '7547.16', LSTM = '7461.93', iTransformer = '7375.92', TSMixer = '7505.98', TSMixerx = '7500.59', PatchTST = '7506.94', RNN = '7517.17', GRU = '7536.9', TCN = '7516.66', BiTCN = '7504.73', DilatedRNN = '7500.54', MLP = '7524.96', DLinear = '7515.96', NLinear = '7497.25', TFT = '7475.93', StemGNN = '7436.31', MLPMultivariate = '7369.26', TiDE = '7509.39', DeepNPTS = '7487.81', y = '7525.0' WHERE ds = '2024-05-16 00:00:00' -2024-11-20 10:20:43,553 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-16 00:00:00', NHITS = '7486.32', Informer = '7547.16', LSTM = '7461.93', iTransformer = '7375.92', TSMixer = '7505.98', TSMixerx = '7500.59', PatchTST = '7506.94', RNN = '7517.17', GRU = '7536.9', TCN = '7516.66', BiTCN = '7504.73', DilatedRNN = '7500.54', MLP = '7524.96', DLinear = '7515.96', NLinear = '7497.25', TFT = '7475.93', StemGNN = '7436.31', MLPMultivariate = '7369.26', TiDE = '7509.39', DeepNPTS = '7487.81', y = '7525.0' WHERE ds = '2024-05-16 00:00:00' -2024-11-20 10:20:43,556 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-17 00:00:00', NHITS = '7495.27', Informer = '7547.66', LSTM = '7484.75', iTransformer = '7363.66', TSMixer = '7512.85', TSMixerx = '7512.16', PatchTST = '7527.19', RNN = '7534.39', GRU = '7561.08', TCN = '7537.95', BiTCN = '7517.79', DilatedRNN = '7529.81', MLP = '7511.87', DLinear = '7526.4', NLinear = '7519.39', TFT = '7487.89', StemGNN = '7438.31', MLPMultivariate = '7337.0', TiDE = '7520.01', DeepNPTS = '7495.98', y = '7587.5' WHERE ds = '2024-05-17 00:00:00' -2024-11-20 10:20:43,556 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-17 00:00:00', NHITS = '7495.27', Informer = '7547.66', LSTM = '7484.75', iTransformer = '7363.66', TSMixer = '7512.85', TSMixerx = '7512.16', PatchTST = '7527.19', RNN = '7534.39', GRU = '7561.08', TCN = '7537.95', BiTCN = '7517.79', DilatedRNN = '7529.81', MLP = '7511.87', DLinear = '7526.4', NLinear = '7519.39', TFT = '7487.89', StemGNN = '7438.31', MLPMultivariate = '7337.0', TiDE = '7520.01', DeepNPTS = '7495.98', y = '7587.5' WHERE ds = '2024-05-17 00:00:00' -2024-11-20 10:20:43,560 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-20 00:00:00', NHITS = '7560.91', Informer = '7627.52', LSTM = '7571.38', iTransformer = '7382.25', TSMixer = '7551.36', TSMixerx = '7540.14', PatchTST = '7599.44', RNN = '7615.53', GRU = '7644.78', TCN = '7640.54', BiTCN = '7541.9', DilatedRNN = '7609.56', MLP = '7537.17', DLinear = '7538.88', NLinear = '7591.33', TFT = '7608.87', StemGNN = '7440.06', MLPMultivariate = '7344.79', TiDE = '7572.66', DeepNPTS = '7580.6', y = '7670.0' WHERE ds = '2024-05-20 00:00:00' -2024-11-20 10:20:43,560 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-20 00:00:00', NHITS = '7560.91', Informer = '7627.52', LSTM = '7571.38', iTransformer = '7382.25', TSMixer = '7551.36', TSMixerx = '7540.14', PatchTST = '7599.44', RNN = '7615.53', GRU = '7644.78', TCN = '7640.54', BiTCN = '7541.9', DilatedRNN = '7609.56', MLP = '7537.17', DLinear = '7538.88', NLinear = '7591.33', TFT = '7608.87', StemGNN = '7440.06', MLPMultivariate = '7344.79', TiDE = '7572.66', DeepNPTS = '7580.6', y = '7670.0' WHERE ds = '2024-05-20 00:00:00' -2024-11-20 10:20:43,563 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-21 00:00:00', NHITS = '7658.46', Informer = '7702.18', LSTM = '7684.89', iTransformer = '7412.29', TSMixer = '7615.56', TSMixerx = '7572.75', PatchTST = '7679.05', RNN = '7723.06', GRU = '7740.26', TCN = '7767.59', BiTCN = '7554.82', DilatedRNN = '7719.04', MLP = '7600.38', DLinear = '7599.58', NLinear = '7671.84', TFT = '7656.84', StemGNN = '7442.83', MLPMultivariate = '7387.49', TiDE = '7645.65', DeepNPTS = '7667.59', y = '7677.5' WHERE ds = '2024-05-21 00:00:00' -2024-11-20 10:20:43,563 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-21 00:00:00', NHITS = '7658.46', Informer = '7702.18', LSTM = '7684.89', iTransformer = '7412.29', TSMixer = '7615.56', TSMixerx = '7572.75', PatchTST = '7679.05', RNN = '7723.06', GRU = '7740.26', TCN = '7767.59', BiTCN = '7554.82', DilatedRNN = '7719.04', MLP = '7600.38', DLinear = '7599.58', NLinear = '7671.84', TFT = '7656.84', StemGNN = '7442.83', MLPMultivariate = '7387.49', TiDE = '7645.65', DeepNPTS = '7667.59', y = '7677.5' WHERE ds = '2024-05-21 00:00:00' -2024-11-20 10:20:43,567 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-22 00:00:00', NHITS = '7658.66', Informer = '7694.97', LSTM = '7674.66', iTransformer = '7429.14', TSMixer = '7638.08', TSMixerx = '7568.24', PatchTST = '7632.54', RNN = '7712.51', GRU = '7717.9', TCN = '7771.7', BiTCN = '7542.16', DilatedRNN = '7724.91', MLP = '7588.67', DLinear = '7629.96', NLinear = '7679.33', TFT = '7656.76', StemGNN = '7446.85', MLPMultivariate = '7412.06', TiDE = '7659.85', DeepNPTS = '7672.34', y = '7677.5' WHERE ds = '2024-05-22 00:00:00' -2024-11-20 10:20:43,567 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-22 00:00:00', NHITS = '7658.66', Informer = '7694.97', LSTM = '7674.66', iTransformer = '7429.14', TSMixer = '7638.08', TSMixerx = '7568.24', PatchTST = '7632.54', RNN = '7712.51', GRU = '7717.9', TCN = '7771.7', BiTCN = '7542.16', DilatedRNN = '7724.91', MLP = '7588.67', DLinear = '7629.96', NLinear = '7679.33', TFT = '7656.76', StemGNN = '7446.85', MLPMultivariate = '7412.06', TiDE = '7659.85', DeepNPTS = '7672.34', y = '7677.5' WHERE ds = '2024-05-22 00:00:00' -2024-11-20 10:20:43,571 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-23 00:00:00', NHITS = '7642.4', Informer = '7676.73', LSTM = '7676.06', iTransformer = '7435.77', TSMixer = '7634.23', TSMixerx = '7552.03', PatchTST = '7612.69', RNN = '7712.66', GRU = '7718.55', TCN = '7767.44', BiTCN = '7536.28', DilatedRNN = '7722.24', MLP = '7566.67', DLinear = '7651.84', NLinear = '7671.41', TFT = '7581.26', StemGNN = '7452.62', MLPMultivariate = '7439.62', TiDE = '7656.34', DeepNPTS = '7653.24', y = '7645.0' WHERE ds = '2024-05-23 00:00:00' -2024-11-20 10:20:43,571 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-23 00:00:00', NHITS = '7642.4', Informer = '7676.73', LSTM = '7676.06', iTransformer = '7435.77', TSMixer = '7634.23', TSMixerx = '7552.03', PatchTST = '7612.69', RNN = '7712.66', GRU = '7718.55', TCN = '7767.44', BiTCN = '7536.28', DilatedRNN = '7722.24', MLP = '7566.67', DLinear = '7651.84', NLinear = '7671.41', TFT = '7581.26', StemGNN = '7452.62', MLPMultivariate = '7439.62', TiDE = '7656.34', DeepNPTS = '7653.24', y = '7645.0' WHERE ds = '2024-05-23 00:00:00' -2024-11-20 10:20:43,575 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-24 00:00:00', NHITS = '7609.85', Informer = '7677.56', LSTM = '7617.06', iTransformer = '7413.75', TSMixer = '7605.9', TSMixerx = '7513.65', PatchTST = '7579.41', RNN = '7654.46', GRU = '7660.86', TCN = '7738.27', BiTCN = '7534.54', DilatedRNN = '7674.64', MLP = '7539.22', DLinear = '7650.42', NLinear = '7640.53', TFT = '7529.25', StemGNN = '7459.19', MLPMultivariate = '7459.08', TiDE = '7620.13', DeepNPTS = '7598.74', y = '7630.0' WHERE ds = '2024-05-24 00:00:00' -2024-11-20 10:20:43,575 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-24 00:00:00', NHITS = '7609.85', Informer = '7677.56', LSTM = '7617.06', iTransformer = '7413.75', TSMixer = '7605.9', TSMixerx = '7513.65', PatchTST = '7579.41', RNN = '7654.46', GRU = '7660.86', TCN = '7738.27', BiTCN = '7534.54', DilatedRNN = '7674.64', MLP = '7539.22', DLinear = '7650.42', NLinear = '7640.53', TFT = '7529.25', StemGNN = '7459.19', MLPMultivariate = '7459.08', TiDE = '7620.13', DeepNPTS = '7598.74', y = '7630.0' WHERE ds = '2024-05-24 00:00:00' -2024-11-20 10:20:43,579 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-27 00:00:00', NHITS = '7602.61', Informer = '7604.74', LSTM = '7602.11', iTransformer = '7442.68', TSMixer = '7591.02', TSMixerx = '7509.58', PatchTST = '7585.75', RNN = '7619.81', GRU = '7655.25', TCN = '7679.82', BiTCN = '7535.6', DilatedRNN = '7648.6', MLP = '7529.26', DLinear = '7610.52', NLinear = '7622.08', TFT = '7536.4', StemGNN = '7467.0', MLPMultivariate = '7448.39', TiDE = '7606.81', DeepNPTS = '7607.49', y = '7650.0' WHERE ds = '2024-05-27 00:00:00' -2024-11-20 10:20:43,579 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-27 00:00:00', NHITS = '7602.61', Informer = '7604.74', LSTM = '7602.11', iTransformer = '7442.68', TSMixer = '7591.02', TSMixerx = '7509.58', PatchTST = '7585.75', RNN = '7619.81', GRU = '7655.25', TCN = '7679.82', BiTCN = '7535.6', DilatedRNN = '7648.6', MLP = '7529.26', DLinear = '7610.52', NLinear = '7622.08', TFT = '7536.4', StemGNN = '7467.0', MLPMultivariate = '7448.39', TiDE = '7606.81', DeepNPTS = '7607.49', y = '7650.0' WHERE ds = '2024-05-27 00:00:00' -2024-11-20 10:20:43,584 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-28 00:00:00', NHITS = '7621.53', Informer = '7579.11', LSTM = '7632.67', iTransformer = '7460.22', TSMixer = '7604.76', TSMixerx = '7536.8', PatchTST = '7604.37', RNN = '7666.65', GRU = '7688.61', TCN = '7713.19', BiTCN = '7536.61', DilatedRNN = '7676.49', MLP = '7535.3', DLinear = '7602.96', NLinear = '7628.69', TFT = '7561.36', StemGNN = '7475.23', MLPMultivariate = '7472.05', TiDE = '7623.2', DeepNPTS = '7637.36', y = '7690.0' WHERE ds = '2024-05-28 00:00:00' -2024-11-20 10:20:43,584 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-28 00:00:00', NHITS = '7621.53', Informer = '7579.11', LSTM = '7632.67', iTransformer = '7460.22', TSMixer = '7604.76', TSMixerx = '7536.8', PatchTST = '7604.37', RNN = '7666.65', GRU = '7688.61', TCN = '7713.19', BiTCN = '7536.61', DilatedRNN = '7676.49', MLP = '7535.3', DLinear = '7602.96', NLinear = '7628.69', TFT = '7561.36', StemGNN = '7475.23', MLPMultivariate = '7472.05', TiDE = '7623.2', DeepNPTS = '7637.36', y = '7690.0' WHERE ds = '2024-05-28 00:00:00' -2024-11-20 10:20:43,588 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-29 00:00:00', NHITS = '7660.31', Informer = '7564.95', LSTM = '7690.2', iTransformer = '7542.13', TSMixer = '7642.38', TSMixerx = '7556.52', PatchTST = '7635.98', RNN = '7722.5', GRU = '7740.62', TCN = '7758.82', BiTCN = '7553.88', DilatedRNN = '7726.35', MLP = '7564.89', DLinear = '7633.76', NLinear = '7662.29', TFT = '7584.71', StemGNN = '7483.88', MLPMultivariate = '7537.41', TiDE = '7655.15', DeepNPTS = '7643.97', y = '7690.0' WHERE ds = '2024-05-29 00:00:00' -2024-11-20 10:20:43,588 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-29 00:00:00', NHITS = '7660.31', Informer = '7564.95', LSTM = '7690.2', iTransformer = '7542.13', TSMixer = '7642.38', TSMixerx = '7556.52', PatchTST = '7635.98', RNN = '7722.5', GRU = '7740.62', TCN = '7758.82', BiTCN = '7553.88', DilatedRNN = '7726.35', MLP = '7564.89', DLinear = '7633.76', NLinear = '7662.29', TFT = '7584.71', StemGNN = '7483.88', MLPMultivariate = '7537.41', TiDE = '7655.15', DeepNPTS = '7643.97', y = '7690.0' WHERE ds = '2024-05-29 00:00:00' -2024-11-20 10:20:43,594 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-30 00:00:00', NHITS = '7659.5', Informer = '7553.99', LSTM = '7679.95', iTransformer = '7592.99', TSMixer = '7652.8', TSMixerx = '7541.2', PatchTST = '7625.44', RNN = '7716.96', GRU = '7723.41', TCN = '7779.81', BiTCN = '7572.33', DilatedRNN = '7718.33', MLP = '7566.44', DLinear = '7647.5', NLinear = '7675.07', TFT = '7605.57', StemGNN = '7492.21', MLPMultivariate = '7596.18', TiDE = '7666.5', DeepNPTS = '7566.29', y = '7716.67' WHERE ds = '2024-05-30 00:00:00' -2024-11-20 10:20:43,594 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-30 00:00:00', NHITS = '7659.5', Informer = '7553.99', LSTM = '7679.95', iTransformer = '7592.99', TSMixer = '7652.8', TSMixerx = '7541.2', PatchTST = '7625.44', RNN = '7716.96', GRU = '7723.41', TCN = '7779.81', BiTCN = '7572.33', DilatedRNN = '7718.33', MLP = '7566.44', DLinear = '7647.5', NLinear = '7675.07', TFT = '7605.57', StemGNN = '7492.21', MLPMultivariate = '7596.18', TiDE = '7666.5', DeepNPTS = '7566.29', y = '7716.67' WHERE ds = '2024-05-30 00:00:00' -2024-11-20 10:20:43,604 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-31 00:00:00', NHITS = '7676.04', Informer = '7592.94', LSTM = '7721.02', iTransformer = '7620.88', TSMixer = '7669.84', TSMixerx = '7558.63', PatchTST = '7640.45', RNN = '7755.05', GRU = '7767.45', TCN = '7825.41', BiTCN = '7589.97', DilatedRNN = '7745.55', MLP = '7604.26', DLinear = '7679.07', NLinear = '7714.9', TFT = '7641.48', StemGNN = '7499.87', MLPMultivariate = '7620.5', TiDE = '7694.39', DeepNPTS = '7561.95', y = '7740.0' WHERE ds = '2024-05-31 00:00:00' -2024-11-20 10:20:43,604 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-31 00:00:00', NHITS = '7676.04', Informer = '7592.94', LSTM = '7721.02', iTransformer = '7620.88', TSMixer = '7669.84', TSMixerx = '7558.63', PatchTST = '7640.45', RNN = '7755.05', GRU = '7767.45', TCN = '7825.41', BiTCN = '7589.97', DilatedRNN = '7745.55', MLP = '7604.26', DLinear = '7679.07', NLinear = '7714.9', TFT = '7641.48', StemGNN = '7499.87', MLPMultivariate = '7620.5', TiDE = '7694.39', DeepNPTS = '7561.95', y = '7740.0' WHERE ds = '2024-05-31 00:00:00' -2024-11-20 10:20:43,608 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-03 00:00:00', NHITS = '7690.19', Informer = '7602.5', LSTM = '7744.59', iTransformer = '7643.27', TSMixer = '7692.21', TSMixerx = '7576.14', PatchTST = '7643.83', RNN = '7774.9', GRU = '7783.75', TCN = '7838.53', BiTCN = '7598.89', DilatedRNN = '7768.8', MLP = '7652.97', DLinear = '7688.61', NLinear = '7744.76', TFT = '7658.11', StemGNN = '7507.05', MLPMultivariate = '7660.01', TiDE = '7713.29', DeepNPTS = '7635.55', y = '7720.0' WHERE ds = '2024-06-03 00:00:00' -2024-11-20 10:20:43,608 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-03 00:00:00', NHITS = '7690.19', Informer = '7602.5', LSTM = '7744.59', iTransformer = '7643.27', TSMixer = '7692.21', TSMixerx = '7576.14', PatchTST = '7643.83', RNN = '7774.9', GRU = '7783.75', TCN = '7838.53', BiTCN = '7598.89', DilatedRNN = '7768.8', MLP = '7652.97', DLinear = '7688.61', NLinear = '7744.76', TFT = '7658.11', StemGNN = '7507.05', MLPMultivariate = '7660.01', TiDE = '7713.29', DeepNPTS = '7635.55', y = '7720.0' WHERE ds = '2024-06-03 00:00:00' -2024-11-20 10:20:43,622 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-04 00:00:00', NHITS = '7676.58', Informer = '7604.72', LSTM = '7709.75', iTransformer = '7625.74', TSMixer = '7686.42', TSMixerx = '7586.88', PatchTST = '7633.54', RNN = '7732.22', GRU = '7745.49', TCN = '7822.4', BiTCN = '7601.66', DilatedRNN = '7739.83', MLP = '7638.93', DLinear = '7670.32', NLinear = '7704.17', TFT = '7640.85', StemGNN = '7512.9', MLPMultivariate = '7624.79', TiDE = '7702.71', DeepNPTS = '7650.31', y = '7650.0' WHERE ds = '2024-06-04 00:00:00' -2024-11-20 10:20:43,622 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-04 00:00:00', NHITS = '7676.58', Informer = '7604.72', LSTM = '7709.75', iTransformer = '7625.74', TSMixer = '7686.42', TSMixerx = '7586.88', PatchTST = '7633.54', RNN = '7732.22', GRU = '7745.49', TCN = '7822.4', BiTCN = '7601.66', DilatedRNN = '7739.83', MLP = '7638.93', DLinear = '7670.32', NLinear = '7704.17', TFT = '7640.85', StemGNN = '7512.9', MLPMultivariate = '7624.79', TiDE = '7702.71', DeepNPTS = '7650.31', y = '7650.0' WHERE ds = '2024-06-04 00:00:00' -2024-11-20 10:20:43,625 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-05 00:00:00', NHITS = '7617.42', Informer = '7585.56', LSTM = '7608.16', iTransformer = '7521.1', TSMixer = '7636.97', TSMixerx = '7592.04', PatchTST = '7619.76', RNN = '7642.54', GRU = '7645.94', TCN = '7710.69', BiTCN = '7592.1', DilatedRNN = '7655.94', MLP = '7600.55', DLinear = '7656.55', NLinear = '7622.66', TFT = '7582.8', StemGNN = '7516.58', MLPMultivariate = '7580.1', TiDE = '7640.7', DeepNPTS = '7558.49', y = '7620.0' WHERE ds = '2024-06-05 00:00:00' -2024-11-20 10:20:43,625 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-05 00:00:00', NHITS = '7617.42', Informer = '7585.56', LSTM = '7608.16', iTransformer = '7521.1', TSMixer = '7636.97', TSMixerx = '7592.04', PatchTST = '7619.76', RNN = '7642.54', GRU = '7645.94', TCN = '7710.69', BiTCN = '7592.1', DilatedRNN = '7655.94', MLP = '7600.55', DLinear = '7656.55', NLinear = '7622.66', TFT = '7582.8', StemGNN = '7516.58', MLPMultivariate = '7580.1', TiDE = '7640.7', DeepNPTS = '7558.49', y = '7620.0' WHERE ds = '2024-06-05 00:00:00' -2024-11-20 10:20:43,627 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-06 00:00:00', NHITS = '7627.55', Informer = '7601.65', LSTM = '7581.97', iTransformer = '7498.69', TSMixer = '7602.71', TSMixerx = '7600.4', PatchTST = '7617.53', RNN = '7613.13', GRU = '7635.79', TCN = '7570.58', BiTCN = '7579.57', DilatedRNN = '7631.12', MLP = '7591.91', DLinear = '7629.57', NLinear = '7600.04', TFT = '7577.28', StemGNN = '7519.33', MLPMultivariate = '7549.89', TiDE = '7594.44', DeepNPTS = '7584.87', y = '7600.0' WHERE ds = '2024-06-06 00:00:00' -2024-11-20 10:20:43,627 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-06 00:00:00', NHITS = '7627.55', Informer = '7601.65', LSTM = '7581.97', iTransformer = '7498.69', TSMixer = '7602.71', TSMixerx = '7600.4', PatchTST = '7617.53', RNN = '7613.13', GRU = '7635.79', TCN = '7570.58', BiTCN = '7579.57', DilatedRNN = '7631.12', MLP = '7591.91', DLinear = '7629.57', NLinear = '7600.04', TFT = '7577.28', StemGNN = '7519.33', MLPMultivariate = '7549.89', TiDE = '7594.44', DeepNPTS = '7584.87', y = '7600.0' WHERE ds = '2024-06-06 00:00:00' -2024-11-20 10:20:43,629 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-07 00:00:00', NHITS = '7620.12', Informer = '7576.07', LSTM = '7555.8', iTransformer = '7496.98', TSMixer = '7587.86', TSMixerx = '7584.3', PatchTST = '7616.1', RNN = '7584.17', GRU = '7614.55', TCN = '7535.23', BiTCN = '7568.33', DilatedRNN = '7605.75', MLP = '7595.99', DLinear = '7578.05', NLinear = '7587.0', TFT = '7574.39', StemGNN = '7522.1', MLPMultivariate = '7512.69', TiDE = '7578.68', DeepNPTS = '7597.59', y = '7606.67' WHERE ds = '2024-06-07 00:00:00' -2024-11-20 10:20:43,629 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-07 00:00:00', NHITS = '7620.12', Informer = '7576.07', LSTM = '7555.8', iTransformer = '7496.98', TSMixer = '7587.86', TSMixerx = '7584.3', PatchTST = '7616.1', RNN = '7584.17', GRU = '7614.55', TCN = '7535.23', BiTCN = '7568.33', DilatedRNN = '7605.75', MLP = '7595.99', DLinear = '7578.05', NLinear = '7587.0', TFT = '7574.39', StemGNN = '7522.1', MLPMultivariate = '7512.69', TiDE = '7578.68', DeepNPTS = '7597.59', y = '7606.67' WHERE ds = '2024-06-07 00:00:00' -2024-11-20 10:20:43,632 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-11 00:00:00', NHITS = '7615.42', Informer = '7561.42', LSTM = '7572.2', iTransformer = '7494.23', TSMixer = '7592.89', TSMixerx = '7608.43', PatchTST = '7623.98', RNN = '7598.93', GRU = '7636.73', TCN = '7560.02', BiTCN = '7573.55', DilatedRNN = '7615.37', MLP = '7596.81', DLinear = '7575.98', NLinear = '7597.5', TFT = '7578.83', StemGNN = '7525.05', MLPMultivariate = '7527.02', TiDE = '7589.47', DeepNPTS = '7608.48', y = '7620.0' WHERE ds = '2024-06-11 00:00:00' -2024-11-20 10:20:43,632 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-11 00:00:00', NHITS = '7615.42', Informer = '7561.42', LSTM = '7572.2', iTransformer = '7494.23', TSMixer = '7592.89', TSMixerx = '7608.43', PatchTST = '7623.98', RNN = '7598.93', GRU = '7636.73', TCN = '7560.02', BiTCN = '7573.55', DilatedRNN = '7615.37', MLP = '7596.81', DLinear = '7575.98', NLinear = '7597.5', TFT = '7578.83', StemGNN = '7525.05', MLPMultivariate = '7527.02', TiDE = '7589.47', DeepNPTS = '7608.48', y = '7620.0' WHERE ds = '2024-06-11 00:00:00' -2024-11-20 10:20:43,635 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-12 00:00:00', NHITS = '7611.62', Informer = '7553.93', LSTM = '7591.31', iTransformer = '7496.85', TSMixer = '7606.43', TSMixerx = '7639.72', PatchTST = '7624.18', RNN = '7636.33', GRU = '7654.1', TCN = '7637.44', BiTCN = '7589.62', DilatedRNN = '7633.55', MLP = '7569.36', DLinear = '7605.97', NLinear = '7609.05', TFT = '7591.22', StemGNN = '7527.96', MLPMultivariate = '7539.77', TiDE = '7601.45', DeepNPTS = '7616.41', y = '7673.33' WHERE ds = '2024-06-12 00:00:00' -2024-11-20 10:20:43,635 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-12 00:00:00', NHITS = '7611.62', Informer = '7553.93', LSTM = '7591.31', iTransformer = '7496.85', TSMixer = '7606.43', TSMixerx = '7639.72', PatchTST = '7624.18', RNN = '7636.33', GRU = '7654.1', TCN = '7637.44', BiTCN = '7589.62', DilatedRNN = '7633.55', MLP = '7569.36', DLinear = '7605.97', NLinear = '7609.05', TFT = '7591.22', StemGNN = '7527.96', MLPMultivariate = '7539.77', TiDE = '7601.45', DeepNPTS = '7616.41', y = '7673.33' WHERE ds = '2024-06-12 00:00:00' -2024-11-20 10:20:43,638 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-13 00:00:00', NHITS = '7655.61', Informer = '7603.46', LSTM = '7674.73', iTransformer = '7519.39', TSMixer = '7641.07', TSMixerx = '7638.81', PatchTST = '7672.45', RNN = '7713.7', GRU = '7731.49', TCN = '7805.59', BiTCN = '7621.73', DilatedRNN = '7705.76', MLP = '7603.03', DLinear = '7659.96', NLinear = '7673.02', TFT = '7621.81', StemGNN = '7532.56', MLPMultivariate = '7584.4', TiDE = '7645.12', DeepNPTS = '7648.14', y = '7690.0' WHERE ds = '2024-06-13 00:00:00' -2024-11-20 10:20:43,638 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-13 00:00:00', NHITS = '7655.61', Informer = '7603.46', LSTM = '7674.73', iTransformer = '7519.39', TSMixer = '7641.07', TSMixerx = '7638.81', PatchTST = '7672.45', RNN = '7713.7', GRU = '7731.49', TCN = '7805.59', BiTCN = '7621.73', DilatedRNN = '7705.76', MLP = '7603.03', DLinear = '7659.96', NLinear = '7673.02', TFT = '7621.81', StemGNN = '7532.56', MLPMultivariate = '7584.4', TiDE = '7645.12', DeepNPTS = '7648.14', y = '7690.0' WHERE ds = '2024-06-13 00:00:00' -2024-11-20 10:20:43,642 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-14 00:00:00', NHITS = '7662.58', Informer = '7670.16', LSTM = '7685.94', iTransformer = '7575.84', TSMixer = '7660.44', TSMixerx = '7647.96', PatchTST = '7682.6', RNN = '7725.29', GRU = '7731.85', TCN = '7828.61', BiTCN = '7646.61', DilatedRNN = '7720.59', MLP = '7639.52', DLinear = '7679.22', NLinear = '7692.25', TFT = '7660.54', StemGNN = '7536.97', MLPMultivariate = '7625.65', TiDE = '7665.64', DeepNPTS = '7660.87', y = '7690.0' WHERE ds = '2024-06-14 00:00:00' -2024-11-20 10:20:43,642 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-14 00:00:00', NHITS = '7662.58', Informer = '7670.16', LSTM = '7685.94', iTransformer = '7575.84', TSMixer = '7660.44', TSMixerx = '7647.96', PatchTST = '7682.6', RNN = '7725.29', GRU = '7731.85', TCN = '7828.61', BiTCN = '7646.61', DilatedRNN = '7720.59', MLP = '7639.52', DLinear = '7679.22', NLinear = '7692.25', TFT = '7660.54', StemGNN = '7536.97', MLPMultivariate = '7625.65', TiDE = '7665.64', DeepNPTS = '7660.87', y = '7690.0' WHERE ds = '2024-06-14 00:00:00' -2024-11-20 10:20:43,647 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-17 00:00:00', NHITS = '7671.29', Informer = '7647.84', LSTM = '7684.84', iTransformer = '7597.49', TSMixer = '7665.59', TSMixerx = '7665.5', PatchTST = '7691.83', RNN = '7715.76', GRU = '7728.39', TCN = '7830.33', BiTCN = '7664.51', DilatedRNN = '7720.84', MLP = '7657.3', DLinear = '7667.72', NLinear = '7690.86', TFT = '7643.12', StemGNN = '7541.43', MLPMultivariate = '7646.18', TiDE = '7679.22', DeepNPTS = '7629.43', y = '7656.67' WHERE ds = '2024-06-17 00:00:00' -2024-11-20 10:20:43,647 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-17 00:00:00', NHITS = '7671.29', Informer = '7647.84', LSTM = '7684.84', iTransformer = '7597.49', TSMixer = '7665.59', TSMixerx = '7665.5', PatchTST = '7691.83', RNN = '7715.76', GRU = '7728.39', TCN = '7830.33', BiTCN = '7664.51', DilatedRNN = '7720.84', MLP = '7657.3', DLinear = '7667.72', NLinear = '7690.86', TFT = '7643.12', StemGNN = '7541.43', MLPMultivariate = '7646.18', TiDE = '7679.22', DeepNPTS = '7629.43', y = '7656.67' WHERE ds = '2024-06-17 00:00:00' -2024-11-20 10:20:43,649 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-18 00:00:00', NHITS = '7654.17', Informer = '7665.9', LSTM = '7629.33', iTransformer = '7606.86', TSMixer = '7644.06', TSMixerx = '7636.13', PatchTST = '7666.63', RNN = '7667.54', GRU = '7672.72', TCN = '7798.64', BiTCN = '7652.07', DilatedRNN = '7680.42', MLP = '7619.72', DLinear = '7641.58', NLinear = '7656.95', TFT = '7592.23', StemGNN = '7545.62', MLPMultivariate = '7627.04', TiDE = '7657.63', DeepNPTS = '7638.64', y = '7656.67' WHERE ds = '2024-06-18 00:00:00' -2024-11-20 10:20:43,649 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-18 00:00:00', NHITS = '7654.17', Informer = '7665.9', LSTM = '7629.33', iTransformer = '7606.86', TSMixer = '7644.06', TSMixerx = '7636.13', PatchTST = '7666.63', RNN = '7667.54', GRU = '7672.72', TCN = '7798.64', BiTCN = '7652.07', DilatedRNN = '7680.42', MLP = '7619.72', DLinear = '7641.58', NLinear = '7656.95', TFT = '7592.23', StemGNN = '7545.62', MLPMultivariate = '7627.04', TiDE = '7657.63', DeepNPTS = '7638.64', y = '7656.67' WHERE ds = '2024-06-18 00:00:00' -2024-11-20 10:20:43,653 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-19 00:00:00', NHITS = '7727.11', Informer = '7640.08', LSTM = '7638.93', iTransformer = '7578.59', TSMixer = '7636.68', TSMixerx = '7591.02', PatchTST = '7659.72', RNN = '7664.19', GRU = '7690.23', TCN = '7756.19', BiTCN = '7637.89', DilatedRNN = '7681.55', MLP = '7618.03', DLinear = '7634.64', NLinear = '7654.33', TFT = '7591.34', StemGNN = '7548.8', MLPMultivariate = '7635.99', TiDE = '7636.73', DeepNPTS = '7637.2', y = '7670.0' WHERE ds = '2024-06-19 00:00:00' -2024-11-20 10:20:43,653 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-19 00:00:00', NHITS = '7727.11', Informer = '7640.08', LSTM = '7638.93', iTransformer = '7578.59', TSMixer = '7636.68', TSMixerx = '7591.02', PatchTST = '7659.72', RNN = '7664.19', GRU = '7690.23', TCN = '7756.19', BiTCN = '7637.89', DilatedRNN = '7681.55', MLP = '7618.03', DLinear = '7634.64', NLinear = '7654.33', TFT = '7591.34', StemGNN = '7548.8', MLPMultivariate = '7635.99', TiDE = '7636.73', DeepNPTS = '7637.2', y = '7670.0' WHERE ds = '2024-06-19 00:00:00' -2024-11-20 10:20:43,656 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-20 00:00:00', NHITS = '7756.39', Informer = '7659.25', LSTM = '7656.39', iTransformer = '7564.65', TSMixer = '7645.7', TSMixerx = '7595.62', PatchTST = '7650.33', RNN = '7687.96', GRU = '7706.14', TCN = '7773.77', BiTCN = '7634.08', DilatedRNN = '7701.54', MLP = '7642.69', DLinear = '7644.28', NLinear = '7666.27', TFT = '7593.11', StemGNN = '7552.24', MLPMultivariate = '7671.8', TiDE = '7632.11', DeepNPTS = '7650.3', y = '7680.0' WHERE ds = '2024-06-20 00:00:00' -2024-11-20 10:20:43,656 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-20 00:00:00', NHITS = '7756.39', Informer = '7659.25', LSTM = '7656.39', iTransformer = '7564.65', TSMixer = '7645.7', TSMixerx = '7595.62', PatchTST = '7650.33', RNN = '7687.96', GRU = '7706.14', TCN = '7773.77', BiTCN = '7634.08', DilatedRNN = '7701.54', MLP = '7642.69', DLinear = '7644.28', NLinear = '7666.27', TFT = '7593.11', StemGNN = '7552.24', MLPMultivariate = '7671.8', TiDE = '7632.11', DeepNPTS = '7650.3', y = '7680.0' WHERE ds = '2024-06-20 00:00:00' -2024-11-20 10:20:43,659 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-21 00:00:00', NHITS = '7726.67', Informer = '7685.7', LSTM = '7669.65', iTransformer = '7563.31', TSMixer = '7659.75', TSMixerx = '7610.74', PatchTST = '7654.26', RNN = '7698.64', GRU = '7717.54', TCN = '7814.91', BiTCN = '7636.12', DilatedRNN = '7712.27', MLP = '7668.85', DLinear = '7668.87', NLinear = '7677.59', TFT = '7596.45', StemGNN = '7556.53', MLPMultivariate = '7678.47', TiDE = '7647.91', DeepNPTS = '7660.17', y = '7680.0' WHERE ds = '2024-06-21 00:00:00' -2024-11-20 10:20:43,659 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-21 00:00:00', NHITS = '7726.67', Informer = '7685.7', LSTM = '7669.65', iTransformer = '7563.31', TSMixer = '7659.75', TSMixerx = '7610.74', PatchTST = '7654.26', RNN = '7698.64', GRU = '7717.54', TCN = '7814.91', BiTCN = '7636.12', DilatedRNN = '7712.27', MLP = '7668.85', DLinear = '7668.87', NLinear = '7677.59', TFT = '7596.45', StemGNN = '7556.53', MLPMultivariate = '7678.47', TiDE = '7647.91', DeepNPTS = '7660.17', y = '7680.0' WHERE ds = '2024-06-21 00:00:00' -2024-11-20 10:20:43,661 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-24 00:00:00', NHITS = '7694.64', Informer = '7672.12', LSTM = '7667.38', iTransformer = '7570.59', TSMixer = '7668.28', TSMixerx = '7625.21', PatchTST = '7646.98', RNN = '7705.2', GRU = '7713.55', TCN = '7819.28', BiTCN = '7629.2', DilatedRNN = '7707.03', MLP = '7645.71', DLinear = '7680.38', NLinear = '7684.28', TFT = '7592.7', StemGNN = '7561.85', MLPMultivariate = '7657.72', TiDE = '7666.29', DeepNPTS = '7648.92', y = '7680.0' WHERE ds = '2024-06-24 00:00:00' -2024-11-20 10:20:43,661 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-24 00:00:00', NHITS = '7694.64', Informer = '7672.12', LSTM = '7667.38', iTransformer = '7570.59', TSMixer = '7668.28', TSMixerx = '7625.21', PatchTST = '7646.98', RNN = '7705.2', GRU = '7713.55', TCN = '7819.28', BiTCN = '7629.2', DilatedRNN = '7707.03', MLP = '7645.71', DLinear = '7680.38', NLinear = '7684.28', TFT = '7592.7', StemGNN = '7561.85', MLPMultivariate = '7657.72', TiDE = '7666.29', DeepNPTS = '7648.92', y = '7680.0' WHERE ds = '2024-06-24 00:00:00' -2024-11-20 10:20:43,664 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-25 00:00:00', NHITS = '7656.97', Informer = '7685.36', LSTM = '7667.81', iTransformer = '7584.83', TSMixer = '7669.49', TSMixerx = '7652.55', PatchTST = '7639.3', RNN = '7702.86', GRU = '7714.04', TCN = '7804.54', BiTCN = '7638.43', DilatedRNN = '7698.53', MLP = '7635.15', DLinear = '7695.28', NLinear = '7680.91', TFT = '7592.76', StemGNN = '7567.32', MLPMultivariate = '7651.89', TiDE = '7677.07', DeepNPTS = '7634.02', y = '7693.33' WHERE ds = '2024-06-25 00:00:00' -2024-11-20 10:20:43,664 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-25 00:00:00', NHITS = '7656.97', Informer = '7685.36', LSTM = '7667.81', iTransformer = '7584.83', TSMixer = '7669.49', TSMixerx = '7652.55', PatchTST = '7639.3', RNN = '7702.86', GRU = '7714.04', TCN = '7804.54', BiTCN = '7638.43', DilatedRNN = '7698.53', MLP = '7635.15', DLinear = '7695.28', NLinear = '7680.91', TFT = '7592.76', StemGNN = '7567.32', MLPMultivariate = '7651.89', TiDE = '7677.07', DeepNPTS = '7634.02', y = '7693.33' WHERE ds = '2024-06-25 00:00:00' -2024-11-20 10:20:43,666 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-26 00:00:00', NHITS = '7663.05', Informer = '7700.56', LSTM = '7688.21', iTransformer = '7592.06', TSMixer = '7675.82', TSMixerx = '7671.93', PatchTST = '7645.04', RNN = '7717.94', GRU = '7733.98', TCN = '7810.16', BiTCN = '7655.06', DilatedRNN = '7714.51', MLP = '7645.3', DLinear = '7714.43', NLinear = '7695.17', TFT = '7603.42', StemGNN = '7572.47', MLPMultivariate = '7672.88', TiDE = '7691.75', DeepNPTS = '7632.18', y = '7716.67' WHERE ds = '2024-06-26 00:00:00' -2024-11-20 10:20:43,666 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-26 00:00:00', NHITS = '7663.05', Informer = '7700.56', LSTM = '7688.21', iTransformer = '7592.06', TSMixer = '7675.82', TSMixerx = '7671.93', PatchTST = '7645.04', RNN = '7717.94', GRU = '7733.98', TCN = '7810.16', BiTCN = '7655.06', DilatedRNN = '7714.51', MLP = '7645.3', DLinear = '7714.43', NLinear = '7695.17', TFT = '7603.42', StemGNN = '7572.47', MLPMultivariate = '7672.88', TiDE = '7691.75', DeepNPTS = '7632.18', y = '7716.67' WHERE ds = '2024-06-26 00:00:00' -2024-11-20 10:20:43,669 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-27 00:00:00', NHITS = '7677.4', Informer = '7733.3', LSTM = '7717.34', iTransformer = '7581.76', TSMixer = '7688.27', TSMixerx = '7684.8', PatchTST = '7672.33', RNN = '7746.99', GRU = '7762.31', TCN = '7828.62', BiTCN = '7679.04', DilatedRNN = '7743.03', MLP = '7653.37', DLinear = '7703.94', NLinear = '7708.81', TFT = '7629.43', StemGNN = '7577.01', MLPMultivariate = '7688.28', TiDE = '7699.69', DeepNPTS = '7625.66', y = '7723.33' WHERE ds = '2024-06-27 00:00:00' -2024-11-20 10:20:43,669 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-27 00:00:00', NHITS = '7677.4', Informer = '7733.3', LSTM = '7717.34', iTransformer = '7581.76', TSMixer = '7688.27', TSMixerx = '7684.8', PatchTST = '7672.33', RNN = '7746.99', GRU = '7762.31', TCN = '7828.62', BiTCN = '7679.04', DilatedRNN = '7743.03', MLP = '7653.37', DLinear = '7703.94', NLinear = '7708.81', TFT = '7629.43', StemGNN = '7577.01', MLPMultivariate = '7688.28', TiDE = '7699.69', DeepNPTS = '7625.66', y = '7723.33' WHERE ds = '2024-06-27 00:00:00' -2024-11-20 10:20:43,671 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-28 00:00:00', NHITS = '7677.32', Informer = '7757.11', LSTM = '7720.51', iTransformer = '7600.88', TSMixer = '7694.57', TSMixerx = '7678.53', PatchTST = '7677.87', RNN = '7750.27', GRU = '7761.7', TCN = '7842.71', BiTCN = '7690.04', DilatedRNN = '7751.73', MLP = '7651.4', DLinear = '7685.27', NLinear = '7712.89', TFT = '7630.63', StemGNN = '7581.37', MLPMultivariate = '7685.2', TiDE = '7704.47', DeepNPTS = '7616.63', y = '7730.0' WHERE ds = '2024-06-28 00:00:00' -2024-11-20 10:20:43,671 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-28 00:00:00', NHITS = '7677.32', Informer = '7757.11', LSTM = '7720.51', iTransformer = '7600.88', TSMixer = '7694.57', TSMixerx = '7678.53', PatchTST = '7677.87', RNN = '7750.27', GRU = '7761.7', TCN = '7842.71', BiTCN = '7690.04', DilatedRNN = '7751.73', MLP = '7651.4', DLinear = '7685.27', NLinear = '7712.89', TFT = '7630.63', StemGNN = '7581.37', MLPMultivariate = '7685.2', TiDE = '7704.47', DeepNPTS = '7616.63', y = '7730.0' WHERE ds = '2024-06-28 00:00:00' -2024-11-20 10:20:43,674 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-01 00:00:00', NHITS = '7707.93', Informer = '7783.31', LSTM = '7729.01', iTransformer = '7658.78', TSMixer = '7698.83', TSMixerx = '7678.79', PatchTST = '7708.14', RNN = '7757.56', GRU = '7769.41', TCN = '7858.08', BiTCN = '7695.38', DilatedRNN = '7759.5', MLP = '7666.04', DLinear = '7688.93', NLinear = '7720.96', TFT = '7649.1', StemGNN = '7586.13', MLPMultivariate = '7704.59', TiDE = '7715.52', DeepNPTS = '7664.76', y = '7763.33' WHERE ds = '2024-07-01 00:00:00' -2024-11-20 10:20:43,674 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-01 00:00:00', NHITS = '7707.93', Informer = '7783.31', LSTM = '7729.01', iTransformer = '7658.78', TSMixer = '7698.83', TSMixerx = '7678.79', PatchTST = '7708.14', RNN = '7757.56', GRU = '7769.41', TCN = '7858.08', BiTCN = '7695.38', DilatedRNN = '7759.5', MLP = '7666.04', DLinear = '7688.93', NLinear = '7720.96', TFT = '7649.1', StemGNN = '7586.13', MLPMultivariate = '7704.59', TiDE = '7715.52', DeepNPTS = '7664.76', y = '7763.33' WHERE ds = '2024-07-01 00:00:00' -2024-11-20 10:20:43,677 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-02 00:00:00', NHITS = '7751.55', Informer = '7828.43', LSTM = '7773.13', iTransformer = '7771.68', TSMixer = '7722.98', TSMixerx = '7680.78', PatchTST = '7739.17', RNN = '7797.09', GRU = '7808.54', TCN = '7880.75', BiTCN = '7688.06', DilatedRNN = '7793.55', MLP = '7695.02', DLinear = '7722.0', NLinear = '7756.72', TFT = '7715.2', StemGNN = '7592.57', MLPMultivariate = '7759.12', TiDE = '7744.77', DeepNPTS = '7741.74', y = '7780.0' WHERE ds = '2024-07-02 00:00:00' -2024-11-20 10:20:43,677 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-02 00:00:00', NHITS = '7751.55', Informer = '7828.43', LSTM = '7773.13', iTransformer = '7771.68', TSMixer = '7722.98', TSMixerx = '7680.78', PatchTST = '7739.17', RNN = '7797.09', GRU = '7808.54', TCN = '7880.75', BiTCN = '7688.06', DilatedRNN = '7793.55', MLP = '7695.02', DLinear = '7722.0', NLinear = '7756.72', TFT = '7715.2', StemGNN = '7592.57', MLPMultivariate = '7759.12', TiDE = '7744.77', DeepNPTS = '7741.74', y = '7780.0' WHERE ds = '2024-07-02 00:00:00' -2024-11-20 10:20:43,680 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-03 00:00:00', NHITS = '7762.43', Informer = '7821.1', LSTM = '7785.83', iTransformer = '7768.14', TSMixer = '7737.08', TSMixerx = '7688.67', PatchTST = '7737.38', RNN = '7805.72', GRU = '7814.84', TCN = '7884.52', BiTCN = '7671.07', DilatedRNN = '7805.74', MLP = '7699.38', DLinear = '7736.65', NLinear = '7780.01', TFT = '7781.53', StemGNN = '7600.68', MLPMultivariate = '7781.87', TiDE = '7747.47', DeepNPTS = '7776.13', y = '7800.0' WHERE ds = '2024-07-03 00:00:00' -2024-11-20 10:20:43,680 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-03 00:00:00', NHITS = '7762.43', Informer = '7821.1', LSTM = '7785.83', iTransformer = '7768.14', TSMixer = '7737.08', TSMixerx = '7688.67', PatchTST = '7737.38', RNN = '7805.72', GRU = '7814.84', TCN = '7884.52', BiTCN = '7671.07', DilatedRNN = '7805.74', MLP = '7699.38', DLinear = '7736.65', NLinear = '7780.01', TFT = '7781.53', StemGNN = '7600.68', MLPMultivariate = '7781.87', TiDE = '7747.47', DeepNPTS = '7776.13', y = '7800.0' WHERE ds = '2024-07-03 00:00:00' -2024-11-20 10:20:43,683 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-04 00:00:00', NHITS = '7786.08', Informer = '7820.99', LSTM = '7808.32', iTransformer = '7778.61', TSMixer = '7757.09', TSMixerx = '7698.67', PatchTST = '7767.39', RNN = '7826.63', GRU = '7834.39', TCN = '7886.31', BiTCN = '7664.84', DilatedRNN = '7824.24', MLP = '7716.39', DLinear = '7755.69', NLinear = '7793.56', TFT = '7744.54', StemGNN = '7607.4', MLPMultivariate = '7810.21', TiDE = '7767.25', DeepNPTS = '7795.52', y = '7800.0' WHERE ds = '2024-07-04 00:00:00' -2024-11-20 10:20:43,683 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-04 00:00:00', NHITS = '7786.08', Informer = '7820.99', LSTM = '7808.32', iTransformer = '7778.61', TSMixer = '7757.09', TSMixerx = '7698.67', PatchTST = '7767.39', RNN = '7826.63', GRU = '7834.39', TCN = '7886.31', BiTCN = '7664.84', DilatedRNN = '7824.24', MLP = '7716.39', DLinear = '7755.69', NLinear = '7793.56', TFT = '7744.54', StemGNN = '7607.4', MLPMultivariate = '7810.21', TiDE = '7767.25', DeepNPTS = '7795.52', y = '7800.0' WHERE ds = '2024-07-04 00:00:00' -2024-11-20 10:20:43,687 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-05 00:00:00', NHITS = '7786.85', Informer = '7820.6', LSTM = '7802.07', iTransformer = '7857.05', TSMixer = '7765.0', TSMixerx = '7704.08', PatchTST = '7775.88', RNN = '7824.34', GRU = '7824.23', TCN = '7867.37', BiTCN = '7675.64', DilatedRNN = '7822.93', MLP = '7717.42', DLinear = '7771.03', NLinear = '7787.48', TFT = '7722.59', StemGNN = '7614.78', MLPMultivariate = '7784.03', TiDE = '7781.0', DeepNPTS = '7773.13', y = '7766.67' WHERE ds = '2024-07-05 00:00:00' -2024-11-20 10:20:43,687 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-05 00:00:00', NHITS = '7786.85', Informer = '7820.6', LSTM = '7802.07', iTransformer = '7857.05', TSMixer = '7765.0', TSMixerx = '7704.08', PatchTST = '7775.88', RNN = '7824.34', GRU = '7824.23', TCN = '7867.37', BiTCN = '7675.64', DilatedRNN = '7822.93', MLP = '7717.42', DLinear = '7771.03', NLinear = '7787.48', TFT = '7722.59', StemGNN = '7614.78', MLPMultivariate = '7784.03', TiDE = '7781.0', DeepNPTS = '7773.13', y = '7766.67' WHERE ds = '2024-07-05 00:00:00' -2024-11-20 10:20:43,690 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-08 00:00:00', NHITS = '7750.86', Informer = '7775.85', LSTM = '7756.63', iTransformer = '7790.97', TSMixer = '7745.48', TSMixerx = '7728.45', PatchTST = '7735.1', RNN = '7771.43', GRU = '7782.12', TCN = '7830.41', BiTCN = '7681.79', DilatedRNN = '7783.1', MLP = '7680.52', DLinear = '7766.86', NLinear = '7756.73', TFT = '7673.49', StemGNN = '7623.7', MLPMultivariate = '7743.8', TiDE = '7760.92', DeepNPTS = '7733.4', y = '7746.67' WHERE ds = '2024-07-08 00:00:00' -2024-11-20 10:20:43,690 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-08 00:00:00', NHITS = '7750.86', Informer = '7775.85', LSTM = '7756.63', iTransformer = '7790.97', TSMixer = '7745.48', TSMixerx = '7728.45', PatchTST = '7735.1', RNN = '7771.43', GRU = '7782.12', TCN = '7830.41', BiTCN = '7681.79', DilatedRNN = '7783.1', MLP = '7680.52', DLinear = '7766.86', NLinear = '7756.73', TFT = '7673.49', StemGNN = '7623.7', MLPMultivariate = '7743.8', TiDE = '7760.92', DeepNPTS = '7733.4', y = '7746.67' WHERE ds = '2024-07-08 00:00:00' -2024-11-20 10:20:43,693 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-09 00:00:00', NHITS = '7722.96', Informer = '7771.44', LSTM = '7738.08', iTransformer = '7700.89', TSMixer = '7723.15', TSMixerx = '7740.89', PatchTST = '7719.52', RNN = '7758.3', GRU = '7770.58', TCN = '7808.82', BiTCN = '7683.28', DilatedRNN = '7764.36', MLP = '7650.72', DLinear = '7738.94', NLinear = '7735.36', TFT = '7674.87', StemGNN = '7632.98', MLPMultivariate = '7718.29', TiDE = '7736.34', DeepNPTS = '7708.61', y = '7720.0' WHERE ds = '2024-07-09 00:00:00' -2024-11-20 10:20:43,693 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-09 00:00:00', NHITS = '7722.96', Informer = '7771.44', LSTM = '7738.08', iTransformer = '7700.89', TSMixer = '7723.15', TSMixerx = '7740.89', PatchTST = '7719.52', RNN = '7758.3', GRU = '7770.58', TCN = '7808.82', BiTCN = '7683.28', DilatedRNN = '7764.36', MLP = '7650.72', DLinear = '7738.94', NLinear = '7735.36', TFT = '7674.87', StemGNN = '7632.98', MLPMultivariate = '7718.29', TiDE = '7736.34', DeepNPTS = '7708.61', y = '7720.0' WHERE ds = '2024-07-09 00:00:00' -2024-11-20 10:20:43,696 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-10 00:00:00', NHITS = '7678.34', Informer = '7688.29', LSTM = '7704.44', iTransformer = '7589.11', TSMixer = '7701.77', TSMixerx = '7712.37', PatchTST = '7697.39', RNN = '7727.91', GRU = '7738.12', TCN = '7775.17', BiTCN = '7671.93', DilatedRNN = '7736.38', MLP = '7618.9', DLinear = '7709.76', NLinear = '7703.35', TFT = '7668.79', StemGNN = '7641.77', MLPMultivariate = '7677.77', TiDE = '7704.73', DeepNPTS = '7692.53', y = '7693.33' WHERE ds = '2024-07-10 00:00:00' -2024-11-20 10:20:43,696 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-10 00:00:00', NHITS = '7678.34', Informer = '7688.29', LSTM = '7704.44', iTransformer = '7589.11', TSMixer = '7701.77', TSMixerx = '7712.37', PatchTST = '7697.39', RNN = '7727.91', GRU = '7738.12', TCN = '7775.17', BiTCN = '7671.93', DilatedRNN = '7736.38', MLP = '7618.9', DLinear = '7709.76', NLinear = '7703.35', TFT = '7668.79', StemGNN = '7641.77', MLPMultivariate = '7677.77', TiDE = '7704.73', DeepNPTS = '7692.53', y = '7693.33' WHERE ds = '2024-07-10 00:00:00' -2024-11-20 10:20:43,699 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-11 00:00:00', NHITS = '7648.69', Informer = '7674.48', LSTM = '7673.89', iTransformer = '7581.47', TSMixer = '7676.21', TSMixerx = '7708.96', PatchTST = '7680.71', RNN = '7693.04', GRU = '7711.88', TCN = '7753.58', BiTCN = '7666.8', DilatedRNN = '7706.51', MLP = '7619.0', DLinear = '7682.29', NLinear = '7677.71', TFT = '7681.14', StemGNN = '7649.18', MLPMultivariate = '7661.22', TiDE = '7672.21', DeepNPTS = '7680.78', y = '7686.67' WHERE ds = '2024-07-11 00:00:00' -2024-11-20 10:20:43,699 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-11 00:00:00', NHITS = '7648.69', Informer = '7674.48', LSTM = '7673.89', iTransformer = '7581.47', TSMixer = '7676.21', TSMixerx = '7708.96', PatchTST = '7680.71', RNN = '7693.04', GRU = '7711.88', TCN = '7753.58', BiTCN = '7666.8', DilatedRNN = '7706.51', MLP = '7619.0', DLinear = '7682.29', NLinear = '7677.71', TFT = '7681.14', StemGNN = '7649.18', MLPMultivariate = '7661.22', TiDE = '7672.21', DeepNPTS = '7680.78', y = '7686.67' WHERE ds = '2024-07-11 00:00:00' -2024-11-20 10:20:43,702 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-12 00:00:00', NHITS = '7669.61', Informer = '7650.62', LSTM = '7671.48', iTransformer = '7621.69', TSMixer = '7665.51', TSMixerx = '7658.81', PatchTST = '7675.2', RNN = '7701.66', GRU = '7714.63', TCN = '7765.84', BiTCN = '7667.84', DilatedRNN = '7701.91', MLP = '7626.23', DLinear = '7678.42', NLinear = '7672.11', TFT = '7680.77', StemGNN = '7656.73', MLPMultivariate = '7648.62', TiDE = '7658.77', DeepNPTS = '7681.25', y = '7680.0' WHERE ds = '2024-07-12 00:00:00' -2024-11-20 10:20:43,702 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-12 00:00:00', NHITS = '7669.61', Informer = '7650.62', LSTM = '7671.48', iTransformer = '7621.69', TSMixer = '7665.51', TSMixerx = '7658.81', PatchTST = '7675.2', RNN = '7701.66', GRU = '7714.63', TCN = '7765.84', BiTCN = '7667.84', DilatedRNN = '7701.91', MLP = '7626.23', DLinear = '7678.42', NLinear = '7672.11', TFT = '7680.77', StemGNN = '7656.73', MLPMultivariate = '7648.62', TiDE = '7658.77', DeepNPTS = '7681.25', y = '7680.0' WHERE ds = '2024-07-12 00:00:00' -2024-11-20 10:20:43,705 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-15 00:00:00', NHITS = '7674.74', Informer = '7636.96', LSTM = '7662.9', iTransformer = '7660.4', TSMixer = '7664.41', TSMixerx = '7649.86', PatchTST = '7662.4', RNN = '7692.31', GRU = '7707.55', TCN = '7758.14', BiTCN = '7666.8', DilatedRNN = '7694.71', MLP = '7642.93', DLinear = '7675.73', NLinear = '7670.65', TFT = '7683.32', StemGNN = '7663.66', MLPMultivariate = '7658.05', TiDE = '7658.65', DeepNPTS = '7685.69', y = '7680.0' WHERE ds = '2024-07-15 00:00:00' -2024-11-20 10:20:43,705 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-15 00:00:00', NHITS = '7674.74', Informer = '7636.96', LSTM = '7662.9', iTransformer = '7660.4', TSMixer = '7664.41', TSMixerx = '7649.86', PatchTST = '7662.4', RNN = '7692.31', GRU = '7707.55', TCN = '7758.14', BiTCN = '7666.8', DilatedRNN = '7694.71', MLP = '7642.93', DLinear = '7675.73', NLinear = '7670.65', TFT = '7683.32', StemGNN = '7663.66', MLPMultivariate = '7658.05', TiDE = '7658.65', DeepNPTS = '7685.69', y = '7680.0' WHERE ds = '2024-07-15 00:00:00' -2024-11-20 10:20:43,708 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-16 00:00:00', NHITS = '7651.22', Informer = '7665.87', LSTM = '7666.36', iTransformer = '7679.77', TSMixer = '7669.12', TSMixerx = '7662.39', PatchTST = '7662.32', RNN = '7694.89', GRU = '7712.67', TCN = '7768.03', BiTCN = '7660.25', DilatedRNN = '7693.56', MLP = '7646.65', DLinear = '7667.06', NLinear = '7679.83', TFT = '7685.51', StemGNN = '7667.3', MLPMultivariate = '7657.69', TiDE = '7669.74', DeepNPTS = '7726.9', y = '7666.67' WHERE ds = '2024-07-16 00:00:00' -2024-11-20 10:20:43,708 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-16 00:00:00', NHITS = '7651.22', Informer = '7665.87', LSTM = '7666.36', iTransformer = '7679.77', TSMixer = '7669.12', TSMixerx = '7662.39', PatchTST = '7662.32', RNN = '7694.89', GRU = '7712.67', TCN = '7768.03', BiTCN = '7660.25', DilatedRNN = '7693.56', MLP = '7646.65', DLinear = '7667.06', NLinear = '7679.83', TFT = '7685.51', StemGNN = '7667.3', MLPMultivariate = '7657.69', TiDE = '7669.74', DeepNPTS = '7726.9', y = '7666.67' WHERE ds = '2024-07-16 00:00:00' -2024-11-20 10:20:43,711 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-17 00:00:00', NHITS = '7637.9', Informer = '7660.13', LSTM = '7645.18', iTransformer = '7660.46', TSMixer = '7665.03', TSMixerx = '7655.32', PatchTST = '7661.53', RNN = '7680.92', GRU = '7691.54', TCN = '7757.11', BiTCN = '7655.57', DilatedRNN = '7673.35', MLP = '7649.5', DLinear = '7651.11', NLinear = '7662.8', TFT = '7670.56', StemGNN = '7667.2', MLPMultivariate = '7655.92', TiDE = '7665.27', DeepNPTS = '7701.17', y = '7660.0' WHERE ds = '2024-07-17 00:00:00' -2024-11-20 10:20:43,711 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-17 00:00:00', NHITS = '7637.9', Informer = '7660.13', LSTM = '7645.18', iTransformer = '7660.46', TSMixer = '7665.03', TSMixerx = '7655.32', PatchTST = '7661.53', RNN = '7680.92', GRU = '7691.54', TCN = '7757.11', BiTCN = '7655.57', DilatedRNN = '7673.35', MLP = '7649.5', DLinear = '7651.11', NLinear = '7662.8', TFT = '7670.56', StemGNN = '7667.2', MLPMultivariate = '7655.92', TiDE = '7665.27', DeepNPTS = '7701.17', y = '7660.0' WHERE ds = '2024-07-17 00:00:00' -2024-11-20 10:20:43,713 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-18 00:00:00', NHITS = '7661.33', Informer = '7666.53', LSTM = '7639.5', iTransformer = '7683.98', TSMixer = '7661.71', TSMixerx = '7662.09', PatchTST = '7657.96', RNN = '7670.44', GRU = '7689.36', TCN = '7759.37', BiTCN = '7647.55', DilatedRNN = '7671.03', MLP = '7659.78', DLinear = '7652.43', NLinear = '7661.6', TFT = '7657.73', StemGNN = '7666.66', MLPMultivariate = '7654.79', TiDE = '7657.27', DeepNPTS = '7689.07', y = '7656.67' WHERE ds = '2024-07-18 00:00:00' -2024-11-20 10:20:43,713 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-18 00:00:00', NHITS = '7661.33', Informer = '7666.53', LSTM = '7639.5', iTransformer = '7683.98', TSMixer = '7661.71', TSMixerx = '7662.09', PatchTST = '7657.96', RNN = '7670.44', GRU = '7689.36', TCN = '7759.37', BiTCN = '7647.55', DilatedRNN = '7671.03', MLP = '7659.78', DLinear = '7652.43', NLinear = '7661.6', TFT = '7657.73', StemGNN = '7666.66', MLPMultivariate = '7654.79', TiDE = '7657.27', DeepNPTS = '7689.07', y = '7656.67' WHERE ds = '2024-07-18 00:00:00' -2024-11-20 10:20:43,716 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-19 00:00:00', NHITS = '7665.03', Informer = '7654.06', LSTM = '7635.24', iTransformer = '7668.78', TSMixer = '7662.77', TSMixerx = '7660.37', PatchTST = '7654.84', RNN = '7669.45', GRU = '7686.07', TCN = '7754.96', BiTCN = '7643.93', DilatedRNN = '7669.79', MLP = '7665.58', DLinear = '7643.64', NLinear = '7663.61', TFT = '7649.73', StemGNN = '7666.01', MLPMultivariate = '7657.81', TiDE = '7657.13', DeepNPTS = '7685.6', y = '7656.67' WHERE ds = '2024-07-19 00:00:00' -2024-11-20 10:20:43,716 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-19 00:00:00', NHITS = '7665.03', Informer = '7654.06', LSTM = '7635.24', iTransformer = '7668.78', TSMixer = '7662.77', TSMixerx = '7660.37', PatchTST = '7654.84', RNN = '7669.45', GRU = '7686.07', TCN = '7754.96', BiTCN = '7643.93', DilatedRNN = '7669.79', MLP = '7665.58', DLinear = '7643.64', NLinear = '7663.61', TFT = '7649.73', StemGNN = '7666.01', MLPMultivariate = '7657.81', TiDE = '7657.13', DeepNPTS = '7685.6', y = '7656.67' WHERE ds = '2024-07-19 00:00:00' -2024-11-20 10:20:43,718 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-22 00:00:00', NHITS = '7649.73', Informer = '7644.27', LSTM = '7636.49', iTransformer = '7644.6', TSMixer = '7665.12', TSMixerx = '7666.42', PatchTST = '7654.45', RNN = '7668.51', GRU = '7688.3', TCN = '7764.49', BiTCN = '7644.52', DilatedRNN = '7672.99', MLP = '7672.46', DLinear = '7658.74', NLinear = '7658.42', TFT = '7642.28', StemGNN = '7666.42', MLPMultivariate = '7664.4', TiDE = '7656.29', DeepNPTS = '7667.09', y = '7640.0' WHERE ds = '2024-07-22 00:00:00' -2024-11-20 10:20:43,718 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-22 00:00:00', NHITS = '7649.73', Informer = '7644.27', LSTM = '7636.49', iTransformer = '7644.6', TSMixer = '7665.12', TSMixerx = '7666.42', PatchTST = '7654.45', RNN = '7668.51', GRU = '7688.3', TCN = '7764.49', BiTCN = '7644.52', DilatedRNN = '7672.99', MLP = '7672.46', DLinear = '7658.74', NLinear = '7658.42', TFT = '7642.28', StemGNN = '7666.42', MLPMultivariate = '7664.4', TiDE = '7656.29', DeepNPTS = '7667.09', y = '7640.0' WHERE ds = '2024-07-22 00:00:00' -2024-11-20 10:20:43,721 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-23 00:00:00', NHITS = '7615.23', Informer = '7645.56', LSTM = '7610.57', iTransformer = '7655.94', TSMixer = '7652.1', TSMixerx = '7662.34', PatchTST = '7634.09', RNN = '7645.28', GRU = '7662.61', TCN = '7733.56', BiTCN = '7646.66', DilatedRNN = '7650.71', MLP = '7654.92', DLinear = '7659.24', NLinear = '7642.47', TFT = '7624.17', StemGNN = '7666.82', MLPMultivariate = '7659.42', TiDE = '7638.33', DeepNPTS = '7656.65', y = '7623.33' WHERE ds = '2024-07-23 00:00:00' -2024-11-20 10:20:43,721 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-23 00:00:00', NHITS = '7615.23', Informer = '7645.56', LSTM = '7610.57', iTransformer = '7655.94', TSMixer = '7652.1', TSMixerx = '7662.34', PatchTST = '7634.09', RNN = '7645.28', GRU = '7662.61', TCN = '7733.56', BiTCN = '7646.66', DilatedRNN = '7650.71', MLP = '7654.92', DLinear = '7659.24', NLinear = '7642.47', TFT = '7624.17', StemGNN = '7666.82', MLPMultivariate = '7659.42', TiDE = '7638.33', DeepNPTS = '7656.65', y = '7623.33' WHERE ds = '2024-07-23 00:00:00' -2024-11-20 10:20:43,724 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-24 00:00:00', NHITS = '7597.53', Informer = '7650.06', LSTM = '7590.27', iTransformer = '7719.11', TSMixer = '7634.82', TSMixerx = '7637.72', PatchTST = '7616.98', RNN = '7624.78', GRU = '7646.08', TCN = '7661.27', BiTCN = '7642.03', DilatedRNN = '7625.71', MLP = '7641.44', DLinear = '7656.11', NLinear = '7626.19', TFT = '7609.78', StemGNN = '7665.78', MLPMultivariate = '7651.82', TiDE = '7623.34', DeepNPTS = '7656.74', y = '7623.33' WHERE ds = '2024-07-24 00:00:00' -2024-11-20 10:20:43,724 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-24 00:00:00', NHITS = '7597.53', Informer = '7650.06', LSTM = '7590.27', iTransformer = '7719.11', TSMixer = '7634.82', TSMixerx = '7637.72', PatchTST = '7616.98', RNN = '7624.78', GRU = '7646.08', TCN = '7661.27', BiTCN = '7642.03', DilatedRNN = '7625.71', MLP = '7641.44', DLinear = '7656.11', NLinear = '7626.19', TFT = '7609.78', StemGNN = '7665.78', MLPMultivariate = '7651.82', TiDE = '7623.34', DeepNPTS = '7656.74', y = '7623.33' WHERE ds = '2024-07-24 00:00:00' -2024-11-20 10:20:43,726 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-25 00:00:00', NHITS = '7608.65', Informer = '7635.91', LSTM = '7593.96', iTransformer = '7735.25', TSMixer = '7627.76', TSMixerx = '7630.19', PatchTST = '7616.05', RNN = '7628.94', GRU = '7653.01', TCN = '7653.68', BiTCN = '7631.24', DilatedRNN = '7626.97', MLP = '7640.3', DLinear = '7666.61', NLinear = '7627.16', TFT = '7611.94', StemGNN = '7663.56', MLPMultivariate = '7653.03', TiDE = '7621.39', DeepNPTS = '7660.64', y = '7616.67' WHERE ds = '2024-07-25 00:00:00' -2024-11-20 10:20:43,726 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-25 00:00:00', NHITS = '7608.65', Informer = '7635.91', LSTM = '7593.96', iTransformer = '7735.25', TSMixer = '7627.76', TSMixerx = '7630.19', PatchTST = '7616.05', RNN = '7628.94', GRU = '7653.01', TCN = '7653.68', BiTCN = '7631.24', DilatedRNN = '7626.97', MLP = '7640.3', DLinear = '7666.61', NLinear = '7627.16', TFT = '7611.94', StemGNN = '7663.56', MLPMultivariate = '7653.03', TiDE = '7621.39', DeepNPTS = '7660.64', y = '7616.67' WHERE ds = '2024-07-25 00:00:00' -2024-11-20 10:20:43,729 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-26 00:00:00', NHITS = '7617.22', Informer = '7632.98', LSTM = '7583.26', iTransformer = '7719.98', TSMixer = '7622.01', TSMixerx = '7624.53', PatchTST = '7601.33', RNN = '7616.61', GRU = '7641.8', TCN = '7622.3', BiTCN = '7619.09', DilatedRNN = '7615.34', MLP = '7640.72', DLinear = '7653.16', NLinear = '7615.57', TFT = '7609.45', StemGNN = '7661.1', MLPMultivariate = '7643.86', TiDE = '7611.62', DeepNPTS = '7667.77', y = '7606.67' WHERE ds = '2024-07-26 00:00:00' -2024-11-20 10:20:43,729 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-26 00:00:00', NHITS = '7617.22', Informer = '7632.98', LSTM = '7583.26', iTransformer = '7719.98', TSMixer = '7622.01', TSMixerx = '7624.53', PatchTST = '7601.33', RNN = '7616.61', GRU = '7641.8', TCN = '7622.3', BiTCN = '7619.09', DilatedRNN = '7615.34', MLP = '7640.72', DLinear = '7653.16', NLinear = '7615.57', TFT = '7609.45', StemGNN = '7661.1', MLPMultivariate = '7643.86', TiDE = '7611.62', DeepNPTS = '7667.77', y = '7606.67' WHERE ds = '2024-07-26 00:00:00' -2024-11-20 10:20:43,732 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-29 00:00:00', NHITS = '7632.45', Informer = '7609.45', LSTM = '7571.18', iTransformer = '7713.09', TSMixer = '7611.68', TSMixerx = '7620.21', PatchTST = '7594.82', RNN = '7607.42', GRU = '7631.3', TCN = '7611.93', BiTCN = '7608.13', DilatedRNN = '7602.7', MLP = '7638.04', DLinear = '7621.31', NLinear = '7607.55', TFT = '7595.9', StemGNN = '7657.72', MLPMultivariate = '7625.12', TiDE = '7607.82', DeepNPTS = '7630.84', y = '7593.33' WHERE ds = '2024-07-29 00:00:00' -2024-11-20 10:20:43,732 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-29 00:00:00', NHITS = '7632.45', Informer = '7609.45', LSTM = '7571.18', iTransformer = '7713.09', TSMixer = '7611.68', TSMixerx = '7620.21', PatchTST = '7594.82', RNN = '7607.42', GRU = '7631.3', TCN = '7611.93', BiTCN = '7608.13', DilatedRNN = '7602.7', MLP = '7638.04', DLinear = '7621.31', NLinear = '7607.55', TFT = '7595.9', StemGNN = '7657.72', MLPMultivariate = '7625.12', TiDE = '7607.82', DeepNPTS = '7630.84', y = '7593.33' WHERE ds = '2024-07-29 00:00:00' -2024-11-20 10:20:43,735 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-30 00:00:00', NHITS = '7621.05', Informer = '7605.67', LSTM = '7554.07', iTransformer = '7693.67', TSMixer = '7599.03', TSMixerx = '7601.6', PatchTST = '7588.37', RNN = '7595.38', GRU = '7615.72', TCN = '7591.75', BiTCN = '7594.35', DilatedRNN = '7583.41', MLP = '7629.58', DLinear = '7602.19', NLinear = '7598.93', TFT = '7574.65', StemGNN = '7653.51', MLPMultivariate = '7600.72', TiDE = '7596.26', DeepNPTS = '7617.22', y = '7593.33' WHERE ds = '2024-07-30 00:00:00' -2024-11-20 10:20:43,735 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-30 00:00:00', NHITS = '7621.05', Informer = '7605.67', LSTM = '7554.07', iTransformer = '7693.67', TSMixer = '7599.03', TSMixerx = '7601.6', PatchTST = '7588.37', RNN = '7595.38', GRU = '7615.72', TCN = '7591.75', BiTCN = '7594.35', DilatedRNN = '7583.41', MLP = '7629.58', DLinear = '7602.19', NLinear = '7598.93', TFT = '7574.65', StemGNN = '7653.51', MLPMultivariate = '7600.72', TiDE = '7596.26', DeepNPTS = '7617.22', y = '7593.33' WHERE ds = '2024-07-30 00:00:00' -2024-11-20 10:20:43,738 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-31 00:00:00', NHITS = '7587.46', Informer = '7604.13', LSTM = '7557.67', iTransformer = '7676.02', TSMixer = '7593.74', TSMixerx = '7595.79', PatchTST = '7589.72', RNN = '7594.85', GRU = '7621.85', TCN = '7591.03', BiTCN = '7581.07', DilatedRNN = '7582.76', MLP = '7605.31', DLinear = '7587.62', NLinear = '7602.61', TFT = '7569.93', StemGNN = '7649.69', MLPMultivariate = '7571.38', TiDE = '7593.87', DeepNPTS = '7608.1', y = '7583.33' WHERE ds = '2024-07-31 00:00:00' -2024-11-20 10:20:43,738 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-31 00:00:00', NHITS = '7587.46', Informer = '7604.13', LSTM = '7557.67', iTransformer = '7676.02', TSMixer = '7593.74', TSMixerx = '7595.79', PatchTST = '7589.72', RNN = '7594.85', GRU = '7621.85', TCN = '7591.03', BiTCN = '7581.07', DilatedRNN = '7582.76', MLP = '7605.31', DLinear = '7587.62', NLinear = '7602.61', TFT = '7569.93', StemGNN = '7649.69', MLPMultivariate = '7571.38', TiDE = '7593.87', DeepNPTS = '7608.1', y = '7583.33' WHERE ds = '2024-07-31 00:00:00' -2024-11-20 10:20:43,740 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-01 00:00:00', NHITS = '7576.43', Informer = '7594.77', LSTM = '7542.38', iTransformer = '7676.91', TSMixer = '7583.79', TSMixerx = '7575.55', PatchTST = '7576.5', RNN = '7581.67', GRU = '7606.06', TCN = '7578.42', BiTCN = '7566.83', DilatedRNN = '7567.78', MLP = '7578.68', DLinear = '7581.86', NLinear = '7588.04', TFT = '7561.38', StemGNN = '7647.13', MLPMultivariate = '7543.93', TiDE = '7580.26', DeepNPTS = '7601.32', y = '7620.0' WHERE ds = '2024-08-01 00:00:00' -2024-11-20 10:20:43,740 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-01 00:00:00', NHITS = '7576.43', Informer = '7594.77', LSTM = '7542.38', iTransformer = '7676.91', TSMixer = '7583.79', TSMixerx = '7575.55', PatchTST = '7576.5', RNN = '7581.67', GRU = '7606.06', TCN = '7578.42', BiTCN = '7566.83', DilatedRNN = '7567.78', MLP = '7578.68', DLinear = '7581.86', NLinear = '7588.04', TFT = '7561.38', StemGNN = '7647.13', MLPMultivariate = '7543.93', TiDE = '7580.26', DeepNPTS = '7601.32', y = '7620.0' WHERE ds = '2024-08-01 00:00:00' -2024-11-20 10:20:43,742 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-02 00:00:00', NHITS = '7616.25', Informer = '7599.38', LSTM = '7601.53', iTransformer = '7702.78', TSMixer = '7607.2', TSMixerx = '7603.66', PatchTST = '7609.55', RNN = '7638.54', GRU = '7668.72', TCN = '7714.11', BiTCN = '7574.54', DilatedRNN = '7622.81', MLP = '7587.85', DLinear = '7601.98', NLinear = '7625.29', TFT = '7605.34', StemGNN = '7647.13', MLPMultivariate = '7558.22', TiDE = '7606.16', DeepNPTS = '7607.22', y = '7623.33' WHERE ds = '2024-08-02 00:00:00' -2024-11-20 10:20:43,742 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-02 00:00:00', NHITS = '7616.25', Informer = '7599.38', LSTM = '7601.53', iTransformer = '7702.78', TSMixer = '7607.2', TSMixerx = '7603.66', PatchTST = '7609.55', RNN = '7638.54', GRU = '7668.72', TCN = '7714.11', BiTCN = '7574.54', DilatedRNN = '7622.81', MLP = '7587.85', DLinear = '7601.98', NLinear = '7625.29', TFT = '7605.34', StemGNN = '7647.13', MLPMultivariate = '7558.22', TiDE = '7606.16', DeepNPTS = '7607.22', y = '7623.33' WHERE ds = '2024-08-02 00:00:00' -2024-11-20 10:20:43,744 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-05 00:00:00', NHITS = '7621.53', Informer = '7592.47', LSTM = '7595.34', iTransformer = '7698.87', TSMixer = '7621.36', TSMixerx = '7617.55', PatchTST = '7611.03', RNN = '7638.07', GRU = '7653.23', TCN = '7735.43', BiTCN = '7591.9', DilatedRNN = '7625.9', MLP = '7595.08', DLinear = '7607.4', NLinear = '7626.78', TFT = '7606.12', StemGNN = '7648.05', MLPMultivariate = '7577.72', TiDE = '7617.05', DeepNPTS = '7605.43', y = '7610.0' WHERE ds = '2024-08-05 00:00:00' -2024-11-20 10:20:43,744 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-05 00:00:00', NHITS = '7621.53', Informer = '7592.47', LSTM = '7595.34', iTransformer = '7698.87', TSMixer = '7621.36', TSMixerx = '7617.55', PatchTST = '7611.03', RNN = '7638.07', GRU = '7653.23', TCN = '7735.43', BiTCN = '7591.9', DilatedRNN = '7625.9', MLP = '7595.08', DLinear = '7607.4', NLinear = '7626.78', TFT = '7606.12', StemGNN = '7648.05', MLPMultivariate = '7577.72', TiDE = '7617.05', DeepNPTS = '7605.43', y = '7610.0' WHERE ds = '2024-08-05 00:00:00' -2024-11-20 10:20:43,746 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-06 00:00:00', NHITS = '7614.82', Informer = '7598.47', LSTM = '7578.08', iTransformer = '7696.71', TSMixer = '7616.64', TSMixerx = '7609.5', PatchTST = '7607.33', RNN = '7612.45', GRU = '7636.6', TCN = '7706.2', BiTCN = '7602.73', DilatedRNN = '7605.37', MLP = '7605.46', DLinear = '7622.93', NLinear = '7609.92', TFT = '7603.31', StemGNN = '7648.18', MLPMultivariate = '7593.61', TiDE = '7621.72', DeepNPTS = '7609.77', y = '7596.67' WHERE ds = '2024-08-06 00:00:00' -2024-11-20 10:20:43,746 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-06 00:00:00', NHITS = '7614.82', Informer = '7598.47', LSTM = '7578.08', iTransformer = '7696.71', TSMixer = '7616.64', TSMixerx = '7609.5', PatchTST = '7607.33', RNN = '7612.45', GRU = '7636.6', TCN = '7706.2', BiTCN = '7602.73', DilatedRNN = '7605.37', MLP = '7605.46', DLinear = '7622.93', NLinear = '7609.92', TFT = '7603.31', StemGNN = '7648.18', MLPMultivariate = '7593.61', TiDE = '7621.72', DeepNPTS = '7609.77', y = '7596.67' WHERE ds = '2024-08-06 00:00:00' -2024-11-20 10:20:43,748 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-07 00:00:00', NHITS = '7600.42', Informer = '7592.13', LSTM = '7560.49', iTransformer = '7700.19', TSMixer = '7603.22', TSMixerx = '7600.74', PatchTST = '7594.67', RNN = '7605.4', GRU = '7620.27', TCN = '7632.15', BiTCN = '7602.99', DilatedRNN = '7587.78', MLP = '7602.43', DLinear = '7620.43', NLinear = '7599.1', TFT = '7588.53', StemGNN = '7647.25', MLPMultivariate = '7581.33', TiDE = '7607.23', DeepNPTS = '7602.89', y = '7586.67' WHERE ds = '2024-08-07 00:00:00' -2024-11-20 10:20:43,748 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-07 00:00:00', NHITS = '7600.42', Informer = '7592.13', LSTM = '7560.49', iTransformer = '7700.19', TSMixer = '7603.22', TSMixerx = '7600.74', PatchTST = '7594.67', RNN = '7605.4', GRU = '7620.27', TCN = '7632.15', BiTCN = '7602.99', DilatedRNN = '7587.78', MLP = '7602.43', DLinear = '7620.43', NLinear = '7599.1', TFT = '7588.53', StemGNN = '7647.25', MLPMultivariate = '7581.33', TiDE = '7607.23', DeepNPTS = '7602.89', y = '7586.67' WHERE ds = '2024-08-07 00:00:00' -2024-11-20 10:20:43,752 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-08 00:00:00', NHITS = '7582.46', Informer = '7579.27', LSTM = '7547.9', iTransformer = '7691.99', TSMixer = '7590.51', TSMixerx = '7583.07', PatchTST = '7585.2', RNN = '7581.87', GRU = '7610.47', TCN = '7580.54', BiTCN = '7596.98', DilatedRNN = '7572.43', MLP = '7580.94', DLinear = '7599.9', NLinear = '7587.52', TFT = '7592.21', StemGNN = '7644.23', MLPMultivariate = '7643.29', TiDE = '7591.49', DeepNPTS = '7595.2', y = '7583.33' WHERE ds = '2024-08-08 00:00:00' -2024-11-20 10:20:43,752 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-08 00:00:00', NHITS = '7582.46', Informer = '7579.27', LSTM = '7547.9', iTransformer = '7691.99', TSMixer = '7590.51', TSMixerx = '7583.07', PatchTST = '7585.2', RNN = '7581.87', GRU = '7610.47', TCN = '7580.54', BiTCN = '7596.98', DilatedRNN = '7572.43', MLP = '7580.94', DLinear = '7599.9', NLinear = '7587.52', TFT = '7592.21', StemGNN = '7644.23', MLPMultivariate = '7643.29', TiDE = '7591.49', DeepNPTS = '7595.2', y = '7583.33' WHERE ds = '2024-08-08 00:00:00' -2024-11-20 10:20:43,755 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-09 00:00:00', NHITS = '7572.3', Informer = '7579.08', LSTM = '7544.76', iTransformer = '7685.98', TSMixer = '7581.03', TSMixerx = '7579.99', PatchTST = '7585.11', RNN = '7579.56', GRU = '7609.39', TCN = '7579.0', BiTCN = '7593.55', DilatedRNN = '7571.36', MLP = '7577.72', DLinear = '7584.52', NLinear = '7578.71', TFT = '7580.27', StemGNN = '7640.76', MLPMultivariate = '7661.68', TiDE = '7580.79', DeepNPTS = '7613.95', y = '7583.33' WHERE ds = '2024-08-09 00:00:00' -2024-11-20 10:20:43,755 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-09 00:00:00', NHITS = '7572.3', Informer = '7579.08', LSTM = '7544.76', iTransformer = '7685.98', TSMixer = '7581.03', TSMixerx = '7579.99', PatchTST = '7585.11', RNN = '7579.56', GRU = '7609.39', TCN = '7579.0', BiTCN = '7593.55', DilatedRNN = '7571.36', MLP = '7577.72', DLinear = '7584.52', NLinear = '7578.71', TFT = '7580.27', StemGNN = '7640.76', MLPMultivariate = '7661.68', TiDE = '7580.79', DeepNPTS = '7613.95', y = '7583.33' WHERE ds = '2024-08-09 00:00:00' -2024-11-20 10:20:43,757 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-12 00:00:00', NHITS = '7565.19', Informer = '7562.29', LSTM = '7545.41', iTransformer = '7676.57', TSMixer = '7579.53', TSMixerx = '7568.37', PatchTST = '7583.51', RNN = '7586.38', GRU = '7610.8', TCN = '7581.76', BiTCN = '7591.14', DilatedRNN = '7573.16', MLP = '7571.12', DLinear = '7579.25', NLinear = '7574.68', TFT = '7569.9', StemGNN = '7637.37', MLPMultivariate = '7675.83', TiDE = '7579.89', DeepNPTS = '7606.85', y = '7586.67' WHERE ds = '2024-08-12 00:00:00' -2024-11-20 10:20:43,757 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-12 00:00:00', NHITS = '7565.19', Informer = '7562.29', LSTM = '7545.41', iTransformer = '7676.57', TSMixer = '7579.53', TSMixerx = '7568.37', PatchTST = '7583.51', RNN = '7586.38', GRU = '7610.8', TCN = '7581.76', BiTCN = '7591.14', DilatedRNN = '7573.16', MLP = '7571.12', DLinear = '7579.25', NLinear = '7574.68', TFT = '7569.9', StemGNN = '7637.37', MLPMultivariate = '7675.83', TiDE = '7579.89', DeepNPTS = '7606.85', y = '7586.67' WHERE ds = '2024-08-12 00:00:00' -2024-11-20 10:20:43,759 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-13 00:00:00', NHITS = '7563.62', Informer = '7566.02', LSTM = '7550.8', iTransformer = '7670.48', TSMixer = '7579.66', TSMixerx = '7581.39', PatchTST = '7587.7', RNN = '7591.05', GRU = '7616.26', TCN = '7595.69', BiTCN = '7589.46', DilatedRNN = '7581.39', MLP = '7578.19', DLinear = '7586.37', NLinear = '7580.72', TFT = '7572.45', StemGNN = '7634.98', MLPMultivariate = '7685.1', TiDE = '7584.15', DeepNPTS = '7605.62', y = '7593.33' WHERE ds = '2024-08-13 00:00:00' -2024-11-20 10:20:43,759 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-13 00:00:00', NHITS = '7563.62', Informer = '7566.02', LSTM = '7550.8', iTransformer = '7670.48', TSMixer = '7579.66', TSMixerx = '7581.39', PatchTST = '7587.7', RNN = '7591.05', GRU = '7616.26', TCN = '7595.69', BiTCN = '7589.46', DilatedRNN = '7581.39', MLP = '7578.19', DLinear = '7586.37', NLinear = '7580.72', TFT = '7572.45', StemGNN = '7634.98', MLPMultivariate = '7685.1', TiDE = '7584.15', DeepNPTS = '7605.62', y = '7593.33' WHERE ds = '2024-08-13 00:00:00' -2024-11-20 10:20:43,761 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-14 00:00:00', NHITS = '7576.39', Informer = '7581.33', LSTM = '7560.34', iTransformer = '7675.32', TSMixer = '7581.9', TSMixerx = '7581.96', PatchTST = '7593.26', RNN = '7601.19', GRU = '7625.12', TCN = '7601.06', BiTCN = '7585.96', DilatedRNN = '7582.96', MLP = '7591.15', DLinear = '7583.67', NLinear = '7594.52', TFT = '7589.33', StemGNN = '7632.88', MLPMultivariate = '7686.85', TiDE = '7588.09', DeepNPTS = '7596.56', y = '7590.0' WHERE ds = '2024-08-14 00:00:00' -2024-11-20 10:20:43,761 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-14 00:00:00', NHITS = '7576.39', Informer = '7581.33', LSTM = '7560.34', iTransformer = '7675.32', TSMixer = '7581.9', TSMixerx = '7581.96', PatchTST = '7593.26', RNN = '7601.19', GRU = '7625.12', TCN = '7601.06', BiTCN = '7585.96', DilatedRNN = '7582.96', MLP = '7591.15', DLinear = '7583.67', NLinear = '7594.52', TFT = '7589.33', StemGNN = '7632.88', MLPMultivariate = '7686.85', TiDE = '7588.09', DeepNPTS = '7596.56', y = '7590.0' WHERE ds = '2024-08-14 00:00:00' -2024-11-20 10:20:43,763 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-15 00:00:00', NHITS = '7577.48', Informer = '7580.18', LSTM = '7554.1', iTransformer = '7682.5', TSMixer = '7580.27', TSMixerx = '7581.07', PatchTST = '7588.06', RNN = '7594.36', GRU = '7617.3', TCN = '7594.63', BiTCN = '7577.61', DilatedRNN = '7574.04', MLP = '7585.9', DLinear = '7573.04', NLinear = '7589.19', TFT = '7595.72', StemGNN = '7630.35', MLPMultivariate = '7676.25', TiDE = '7584.21', DeepNPTS = '7588.85', y = '7583.33' WHERE ds = '2024-08-15 00:00:00' -2024-11-20 10:20:43,763 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-15 00:00:00', NHITS = '7577.48', Informer = '7580.18', LSTM = '7554.1', iTransformer = '7682.5', TSMixer = '7580.27', TSMixerx = '7581.07', PatchTST = '7588.06', RNN = '7594.36', GRU = '7617.3', TCN = '7594.63', BiTCN = '7577.61', DilatedRNN = '7574.04', MLP = '7585.9', DLinear = '7573.04', NLinear = '7589.19', TFT = '7595.72', StemGNN = '7630.35', MLPMultivariate = '7676.25', TiDE = '7584.21', DeepNPTS = '7588.85', y = '7583.33' WHERE ds = '2024-08-15 00:00:00' -2024-11-20 10:20:43,766 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-16 00:00:00', NHITS = '7575.3', Informer = '7564.63', LSTM = '7545.8', iTransformer = '7686.68', TSMixer = '7575.85', TSMixerx = '7576.91', PatchTST = '7580.0', RNN = '7585.32', GRU = '7609.72', TCN = '7583.25', BiTCN = '7570.84', DilatedRNN = '7568.21', MLP = '7574.59', DLinear = '7570.58', NLinear = '7584.68', TFT = '7589.57', StemGNN = '7627.38', MLPMultivariate = '7665.61', TiDE = '7577.83', DeepNPTS = '7587.43', y = '7583.33' WHERE ds = '2024-08-16 00:00:00' -2024-11-20 10:20:43,766 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-16 00:00:00', NHITS = '7575.3', Informer = '7564.63', LSTM = '7545.8', iTransformer = '7686.68', TSMixer = '7575.85', TSMixerx = '7576.91', PatchTST = '7580.0', RNN = '7585.32', GRU = '7609.72', TCN = '7583.25', BiTCN = '7570.84', DilatedRNN = '7568.21', MLP = '7574.59', DLinear = '7570.58', NLinear = '7584.68', TFT = '7589.57', StemGNN = '7627.38', MLPMultivariate = '7665.61', TiDE = '7577.83', DeepNPTS = '7587.43', y = '7583.33' WHERE ds = '2024-08-16 00:00:00' -2024-11-20 10:20:43,769 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-19 00:00:00', NHITS = '7583.78', Informer = '7564.47', LSTM = '7547.04', iTransformer = '7693.78', TSMixer = '7576.66', TSMixerx = '7590.53', PatchTST = '7583.24', RNN = '7587.57', GRU = '7611.94', TCN = '7580.78', BiTCN = '7566.85', DilatedRNN = '7568.77', MLP = '7576.56', DLinear = '7563.43', NLinear = '7580.76', TFT = '7592.1', StemGNN = '7624.46', MLPMultivariate = '7672.57', TiDE = '7577.68', DeepNPTS = '7592.79', y = '7570.0' WHERE ds = '2024-08-19 00:00:00' -2024-11-20 10:20:43,769 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-19 00:00:00', NHITS = '7583.78', Informer = '7564.47', LSTM = '7547.04', iTransformer = '7693.78', TSMixer = '7576.66', TSMixerx = '7590.53', PatchTST = '7583.24', RNN = '7587.57', GRU = '7611.94', TCN = '7580.78', BiTCN = '7566.85', DilatedRNN = '7568.77', MLP = '7576.56', DLinear = '7563.43', NLinear = '7580.76', TFT = '7592.1', StemGNN = '7624.46', MLPMultivariate = '7672.57', TiDE = '7577.68', DeepNPTS = '7592.79', y = '7570.0' WHERE ds = '2024-08-19 00:00:00' -2024-11-20 10:20:43,772 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-20 00:00:00', NHITS = '7572.15', Informer = '7547.01', LSTM = '7526.81', iTransformer = '7671.45', TSMixer = '7568.6', TSMixerx = '7580.24', PatchTST = '7569.61', RNN = '7567.35', GRU = '7591.95', TCN = '7568.04', BiTCN = '7561.53', DilatedRNN = '7550.82', MLP = '7574.94', DLinear = '7559.89', NLinear = '7564.28', TFT = '7585.51', StemGNN = '7621.06', MLPMultivariate = '7668.15', TiDE = '7564.85', DeepNPTS = '7593.95', y = '7570.0' WHERE ds = '2024-08-20 00:00:00' -2024-11-20 10:20:43,772 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-20 00:00:00', NHITS = '7572.15', Informer = '7547.01', LSTM = '7526.81', iTransformer = '7671.45', TSMixer = '7568.6', TSMixerx = '7580.24', PatchTST = '7569.61', RNN = '7567.35', GRU = '7591.95', TCN = '7568.04', BiTCN = '7561.53', DilatedRNN = '7550.82', MLP = '7574.94', DLinear = '7559.89', NLinear = '7564.28', TFT = '7585.51', StemGNN = '7621.06', MLPMultivariate = '7668.15', TiDE = '7564.85', DeepNPTS = '7593.95', y = '7570.0' WHERE ds = '2024-08-20 00:00:00' -2024-11-20 10:20:43,774 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-21 00:00:00', NHITS = '7573.42', Informer = '7547.32', LSTM = '7530.82', iTransformer = '7666.64', TSMixer = '7567.89', TSMixerx = '7575.96', PatchTST = '7578.4', RNN = '7571.05', GRU = '7598.86', TCN = '7567.66', BiTCN = '7559.81', DilatedRNN = '7551.3', MLP = '7579.86', DLinear = '7556.56', NLinear = '7568.24', TFT = '7577.28', StemGNN = '7617.48', MLPMultivariate = '7658.24', TiDE = '7567.96', DeepNPTS = '7595.48', y = '7570.0' WHERE ds = '2024-08-21 00:00:00' -2024-11-20 10:20:43,774 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-21 00:00:00', NHITS = '7573.42', Informer = '7547.32', LSTM = '7530.82', iTransformer = '7666.64', TSMixer = '7567.89', TSMixerx = '7575.96', PatchTST = '7578.4', RNN = '7571.05', GRU = '7598.86', TCN = '7567.66', BiTCN = '7559.81', DilatedRNN = '7551.3', MLP = '7579.86', DLinear = '7556.56', NLinear = '7568.24', TFT = '7577.28', StemGNN = '7617.48', MLPMultivariate = '7658.24', TiDE = '7567.96', DeepNPTS = '7595.48', y = '7570.0' WHERE ds = '2024-08-21 00:00:00' -2024-11-20 10:20:43,776 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-22 00:00:00', NHITS = '7573.07', Informer = '7553.0', LSTM = '7529.61', iTransformer = '7668.62', TSMixer = '7570.14', TSMixerx = '7576.54', PatchTST = '7578.19', RNN = '7572.59', GRU = '7597.05', TCN = '7564.06', BiTCN = '7557.67', DilatedRNN = '7549.96', MLP = '7582.79', DLinear = '7558.09', NLinear = '7571.36', TFT = '7573.0', StemGNN = '7613.63', MLPMultivariate = '7649.21', TiDE = '7570.82', DeepNPTS = '7596.41', y = '7590.0' WHERE ds = '2024-08-22 00:00:00' -2024-11-20 10:20:43,776 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-22 00:00:00', NHITS = '7573.07', Informer = '7553.0', LSTM = '7529.61', iTransformer = '7668.62', TSMixer = '7570.14', TSMixerx = '7576.54', PatchTST = '7578.19', RNN = '7572.59', GRU = '7597.05', TCN = '7564.06', BiTCN = '7557.67', DilatedRNN = '7549.96', MLP = '7582.79', DLinear = '7558.09', NLinear = '7571.36', TFT = '7573.0', StemGNN = '7613.63', MLPMultivariate = '7649.21', TiDE = '7570.82', DeepNPTS = '7596.41', y = '7590.0' WHERE ds = '2024-08-22 00:00:00' -2024-11-20 10:20:43,778 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-23 00:00:00', NHITS = '7591.57', Informer = '7570.94', LSTM = '7560.14', iTransformer = '7670.81', TSMixer = '7585.53', TSMixerx = '7577.36', PatchTST = '7595.08', RNN = '7597.17', GRU = '7628.08', TCN = '7602.95', BiTCN = '7563.0', DilatedRNN = '7578.88', MLP = '7588.25', DLinear = '7580.61', NLinear = '7588.53', TFT = '7588.33', StemGNN = '7610.53', MLPMultivariate = '7651.94', TiDE = '7586.39', DeepNPTS = '7599.99', y = '7583.33' WHERE ds = '2024-08-23 00:00:00' -2024-11-20 10:20:43,778 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-23 00:00:00', NHITS = '7591.57', Informer = '7570.94', LSTM = '7560.14', iTransformer = '7670.81', TSMixer = '7585.53', TSMixerx = '7577.36', PatchTST = '7595.08', RNN = '7597.17', GRU = '7628.08', TCN = '7602.95', BiTCN = '7563.0', DilatedRNN = '7578.88', MLP = '7588.25', DLinear = '7580.61', NLinear = '7588.53', TFT = '7588.33', StemGNN = '7610.53', MLPMultivariate = '7651.94', TiDE = '7586.39', DeepNPTS = '7599.99', y = '7583.33' WHERE ds = '2024-08-23 00:00:00' -2024-11-20 10:20:43,781 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-26 00:00:00', NHITS = '7585.94', Informer = '7559.82', LSTM = '7544.76', iTransformer = '7661.83', TSMixer = '7584.95', TSMixerx = '7583.38', PatchTST = '7584.8', RNN = '7588.16', GRU = '7607.8', TCN = '7587.92', BiTCN = '7569.26', DilatedRNN = '7568.6', MLP = '7581.87', DLinear = '7588.27', NLinear = '7584.7', TFT = '7584.03', StemGNN = '7607.22', MLPMultivariate = '7649.99', TiDE = '7582.57', DeepNPTS = '7594.95', y = '7583.33' WHERE ds = '2024-08-26 00:00:00' -2024-11-20 10:20:43,781 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-26 00:00:00', NHITS = '7585.94', Informer = '7559.82', LSTM = '7544.76', iTransformer = '7661.83', TSMixer = '7584.95', TSMixerx = '7583.38', PatchTST = '7584.8', RNN = '7588.16', GRU = '7607.8', TCN = '7587.92', BiTCN = '7569.26', DilatedRNN = '7568.6', MLP = '7581.87', DLinear = '7588.27', NLinear = '7584.7', TFT = '7584.03', StemGNN = '7607.22', MLPMultivariate = '7649.99', TiDE = '7582.57', DeepNPTS = '7594.95', y = '7583.33' WHERE ds = '2024-08-26 00:00:00' -2024-11-20 10:20:43,784 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-27 00:00:00', NHITS = '7583.67', Informer = '7562.52', LSTM = '7548.9', iTransformer = '7658.7', TSMixer = '7583.01', TSMixerx = '7588.14', PatchTST = '7583.17', RNN = '7588.62', GRU = '7614.19', TCN = '7590.1', BiTCN = '7572.3', DilatedRNN = '7571.03', MLP = '7577.78', DLinear = '7596.16', NLinear = '7581.18', TFT = '7582.94', StemGNN = '7603.87', MLPMultivariate = '7646.62', TiDE = '7585.5', DeepNPTS = '7587.22', y = '7610.0' WHERE ds = '2024-08-27 00:00:00' -2024-11-20 10:20:43,784 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-27 00:00:00', NHITS = '7583.67', Informer = '7562.52', LSTM = '7548.9', iTransformer = '7658.7', TSMixer = '7583.01', TSMixerx = '7588.14', PatchTST = '7583.17', RNN = '7588.62', GRU = '7614.19', TCN = '7590.1', BiTCN = '7572.3', DilatedRNN = '7571.03', MLP = '7577.78', DLinear = '7596.16', NLinear = '7581.18', TFT = '7582.94', StemGNN = '7603.87', MLPMultivariate = '7646.62', TiDE = '7585.5', DeepNPTS = '7587.22', y = '7610.0' WHERE ds = '2024-08-27 00:00:00' -2024-11-20 10:20:43,787 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-28 00:00:00', NHITS = '7608.75', Informer = '7573.37', LSTM = '7587.12', iTransformer = '7673.3', TSMixer = '7599.94', TSMixerx = '7608.28', PatchTST = '7606.73', RNN = '7628.21', GRU = '7652.47', TCN = '7664.54', BiTCN = '7591.65', DilatedRNN = '7610.38', MLP = '7596.44', DLinear = '7602.33', NLinear = '7610.44', TFT = '7591.02', StemGNN = '7601.62', MLPMultivariate = '7649.51', TiDE = '7604.31', DeepNPTS = '7595.06', y = '7610.0' WHERE ds = '2024-08-28 00:00:00' -2024-11-20 10:20:43,787 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-28 00:00:00', NHITS = '7608.75', Informer = '7573.37', LSTM = '7587.12', iTransformer = '7673.3', TSMixer = '7599.94', TSMixerx = '7608.28', PatchTST = '7606.73', RNN = '7628.21', GRU = '7652.47', TCN = '7664.54', BiTCN = '7591.65', DilatedRNN = '7610.38', MLP = '7596.44', DLinear = '7602.33', NLinear = '7610.44', TFT = '7591.02', StemGNN = '7601.62', MLPMultivariate = '7649.51', TiDE = '7604.31', DeepNPTS = '7595.06', y = '7610.0' WHERE ds = '2024-08-28 00:00:00' -2024-11-20 10:20:43,789 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-29 00:00:00', NHITS = '7610.24', Informer = '7581.95', LSTM = '7579.49', iTransformer = '7667.2', TSMixer = '7606.13', TSMixerx = '7611.64', PatchTST = '7601.7', RNN = '7614.17', GRU = '7638.98', TCN = '7657.09', BiTCN = '7608.52', DilatedRNN = '7604.72', MLP = '7599.74', DLinear = '7592.46', NLinear = '7610.07', TFT = '7593.12', StemGNN = '7599.89', MLPMultivariate = '7651.06', TiDE = '7610.39', DeepNPTS = '7598.34', y = '7613.33' WHERE ds = '2024-08-29 00:00:00' -2024-11-20 10:20:43,789 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-29 00:00:00', NHITS = '7610.24', Informer = '7581.95', LSTM = '7579.49', iTransformer = '7667.2', TSMixer = '7606.13', TSMixerx = '7611.64', PatchTST = '7601.7', RNN = '7614.17', GRU = '7638.98', TCN = '7657.09', BiTCN = '7608.52', DilatedRNN = '7604.72', MLP = '7599.74', DLinear = '7592.46', NLinear = '7610.07', TFT = '7593.12', StemGNN = '7599.89', MLPMultivariate = '7651.06', TiDE = '7610.39', DeepNPTS = '7598.34', y = '7613.33' WHERE ds = '2024-08-29 00:00:00' -2024-11-20 10:20:43,790 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-30 00:00:00', NHITS = '7614.03', Informer = '7597.63', LSTM = '7586.96', iTransformer = '7655.72', TSMixer = '7609.34', TSMixerx = '7627.82', PatchTST = '7609.66', RNN = '7622.84', GRU = '7647.73', TCN = '7683.32', BiTCN = '7625.2', DilatedRNN = '7611.68', MLP = '7604.11', DLinear = '7604.98', NLinear = '7607.4', TFT = '7605.44', StemGNN = '7598.84', MLPMultivariate = '7655.51', TiDE = '7616.44', DeepNPTS = '7604.42', y = '7606.67' WHERE ds = '2024-08-30 00:00:00' -2024-11-20 10:20:43,790 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-30 00:00:00', NHITS = '7614.03', Informer = '7597.63', LSTM = '7586.96', iTransformer = '7655.72', TSMixer = '7609.34', TSMixerx = '7627.82', PatchTST = '7609.66', RNN = '7622.84', GRU = '7647.73', TCN = '7683.32', BiTCN = '7625.2', DilatedRNN = '7611.68', MLP = '7604.11', DLinear = '7604.98', NLinear = '7607.4', TFT = '7605.44', StemGNN = '7598.84', MLPMultivariate = '7655.51', TiDE = '7616.44', DeepNPTS = '7604.42', y = '7606.67' WHERE ds = '2024-08-30 00:00:00' -2024-11-20 10:20:43,793 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-02 00:00:00', NHITS = '7605.77', Informer = '7607.48', LSTM = '7574.01', iTransformer = '7657.55', TSMixer = '7606.13', TSMixerx = '7623.34', PatchTST = '7601.08', RNN = '7617.14', GRU = '7632.79', TCN = '7647.45', BiTCN = '7631.48', DilatedRNN = '7601.88', MLP = '7607.32', DLinear = '7602.92', NLinear = '7610.32', TFT = '7598.03', StemGNN = '7597.7', MLPMultivariate = '7649.4', TiDE = '7604.07', DeepNPTS = '7593.73', y = '7583.33' WHERE ds = '2024-09-02 00:00:00' -2024-11-20 10:20:43,793 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-02 00:00:00', NHITS = '7605.77', Informer = '7607.48', LSTM = '7574.01', iTransformer = '7657.55', TSMixer = '7606.13', TSMixerx = '7623.34', PatchTST = '7601.08', RNN = '7617.14', GRU = '7632.79', TCN = '7647.45', BiTCN = '7631.48', DilatedRNN = '7601.88', MLP = '7607.32', DLinear = '7602.92', NLinear = '7610.32', TFT = '7598.03', StemGNN = '7597.7', MLPMultivariate = '7649.4', TiDE = '7604.07', DeepNPTS = '7593.73', y = '7583.33' WHERE ds = '2024-09-02 00:00:00' -2024-11-20 10:20:43,796 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-03 00:00:00', NHITS = '7585.53', Informer = '7591.18', LSTM = '7541.28', iTransformer = '7616.14', TSMixer = '7585.56', TSMixerx = '7597.08', PatchTST = '7575.22', RNN = '7577.4', GRU = '7602.02', TCN = '7584.32', BiTCN = '7620.22', DilatedRNN = '7566.19', MLP = '7593.28', DLinear = '7584.09', NLinear = '7584.79', TFT = '7569.87', StemGNN = '7596.02', MLPMultivariate = '7632.57', TiDE = '7579.08', DeepNPTS = '7589.84', y = '7562.5' WHERE ds = '2024-09-03 00:00:00' -2024-11-20 10:20:43,796 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-03 00:00:00', NHITS = '7585.53', Informer = '7591.18', LSTM = '7541.28', iTransformer = '7616.14', TSMixer = '7585.56', TSMixerx = '7597.08', PatchTST = '7575.22', RNN = '7577.4', GRU = '7602.02', TCN = '7584.32', BiTCN = '7620.22', DilatedRNN = '7566.19', MLP = '7593.28', DLinear = '7584.09', NLinear = '7584.79', TFT = '7569.87', StemGNN = '7596.02', MLPMultivariate = '7632.57', TiDE = '7579.08', DeepNPTS = '7589.84', y = '7562.5' WHERE ds = '2024-09-03 00:00:00' -2024-11-20 10:20:43,798 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-04 00:00:00', NHITS = '7568.37', Informer = '7571.94', LSTM = '7515.98', iTransformer = '7610.57', TSMixer = '7565.79', TSMixerx = '7581.26', PatchTST = '7562.25', RNN = '7558.08', GRU = '7581.85', TCN = '7545.27', BiTCN = '7604.56', DilatedRNN = '7535.46', MLP = '7576.39', DLinear = '7572.94', NLinear = '7565.45', TFT = '7557.33', StemGNN = '7593.59', MLPMultivariate = '7618.83', TiDE = '7560.98', DeepNPTS = '7584.89', y = '7535.0' WHERE ds = '2024-09-04 00:00:00' -2024-11-20 10:20:43,798 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-04 00:00:00', NHITS = '7568.37', Informer = '7571.94', LSTM = '7515.98', iTransformer = '7610.57', TSMixer = '7565.79', TSMixerx = '7581.26', PatchTST = '7562.25', RNN = '7558.08', GRU = '7581.85', TCN = '7545.27', BiTCN = '7604.56', DilatedRNN = '7535.46', MLP = '7576.39', DLinear = '7572.94', NLinear = '7565.45', TFT = '7557.33', StemGNN = '7593.59', MLPMultivariate = '7618.83', TiDE = '7560.98', DeepNPTS = '7584.89', y = '7535.0' WHERE ds = '2024-09-04 00:00:00' -2024-11-20 10:20:43,801 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-05 00:00:00', NHITS = '7543.76', Informer = '7554.78', LSTM = '7480.27', iTransformer = '7596.32', TSMixer = '7542.46', TSMixerx = '7560.43', PatchTST = '7542.41', RNN = '7526.06', GRU = '7549.62', TCN = '7514.26', BiTCN = '7580.6', DilatedRNN = '7496.51', MLP = '7554.42', DLinear = '7552.65', NLinear = '7529.62', TFT = '7533.45', StemGNN = '7589.9', MLPMultivariate = '7609.7', TiDE = '7536.19', DeepNPTS = '7604.62', y = '7475.0' WHERE ds = '2024-09-05 00:00:00' -2024-11-20 10:20:43,801 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-05 00:00:00', NHITS = '7543.76', Informer = '7554.78', LSTM = '7480.27', iTransformer = '7596.32', TSMixer = '7542.46', TSMixerx = '7560.43', PatchTST = '7542.41', RNN = '7526.06', GRU = '7549.62', TCN = '7514.26', BiTCN = '7580.6', DilatedRNN = '7496.51', MLP = '7554.42', DLinear = '7552.65', NLinear = '7529.62', TFT = '7533.45', StemGNN = '7589.9', MLPMultivariate = '7609.7', TiDE = '7536.19', DeepNPTS = '7604.62', y = '7475.0' WHERE ds = '2024-09-05 00:00:00' -2024-11-20 10:20:43,803 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-06 00:00:00', NHITS = '7486.44', Informer = '7535.38', LSTM = '7399.34', iTransformer = '7579.63', TSMixer = '7490.15', TSMixerx = '7530.32', PatchTST = '7484.73', RNN = '7455.8', GRU = '7477.09', TCN = '7467.9', BiTCN = '7540.47', DilatedRNN = '7420.37', MLP = '7514.24', DLinear = '7518.1', NLinear = '7469.82', TFT = '7508.77', StemGNN = '7582.87', MLPMultivariate = '7581.29', TiDE = '7483.85', DeepNPTS = '7606.65', y = '7442.5' WHERE ds = '2024-09-06 00:00:00' -2024-11-20 10:20:43,803 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-06 00:00:00', NHITS = '7486.44', Informer = '7535.38', LSTM = '7399.34', iTransformer = '7579.63', TSMixer = '7490.15', TSMixerx = '7530.32', PatchTST = '7484.73', RNN = '7455.8', GRU = '7477.09', TCN = '7467.9', BiTCN = '7540.47', DilatedRNN = '7420.37', MLP = '7514.24', DLinear = '7518.1', NLinear = '7469.82', TFT = '7508.77', StemGNN = '7582.87', MLPMultivariate = '7581.29', TiDE = '7483.85', DeepNPTS = '7606.65', y = '7442.5' WHERE ds = '2024-09-06 00:00:00' -2024-11-20 10:20:43,807 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-09 00:00:00', NHITS = '7470.01', Informer = '7515.88', LSTM = '7364.62', iTransformer = '7562.42', TSMixer = '7446.27', TSMixerx = '7498.53', PatchTST = '7460.67', RNN = '7431.29', GRU = '7457.63', TCN = '7439.77', BiTCN = '7496.35', DilatedRNN = '7380.39', MLP = '7490.04', DLinear = '7478.05', NLinear = '7433.33', TFT = '7489.86', StemGNN = '7574.18', MLPMultivariate = '7557.17', TiDE = '7447.27', DeepNPTS = '7583.34', y = '7422.5' WHERE ds = '2024-09-09 00:00:00' -2024-11-20 10:20:43,807 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-09 00:00:00', NHITS = '7470.01', Informer = '7515.88', LSTM = '7364.62', iTransformer = '7562.42', TSMixer = '7446.27', TSMixerx = '7498.53', PatchTST = '7460.67', RNN = '7431.29', GRU = '7457.63', TCN = '7439.77', BiTCN = '7496.35', DilatedRNN = '7380.39', MLP = '7490.04', DLinear = '7478.05', NLinear = '7433.33', TFT = '7489.86', StemGNN = '7574.18', MLPMultivariate = '7557.17', TiDE = '7447.27', DeepNPTS = '7583.34', y = '7422.5' WHERE ds = '2024-09-09 00:00:00' -2024-11-20 10:20:43,810 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-10 00:00:00', NHITS = '7451.33', Informer = '7504.81', LSTM = '7339.71', iTransformer = '7541.21', TSMixer = '7420.48', TSMixerx = '7477.1', PatchTST = '7438.77', RNN = '7409.71', GRU = '7440.34', TCN = '7417.87', BiTCN = '7462.64', DilatedRNN = '7355.09', MLP = '7458.54', DLinear = '7445.15', NLinear = '7421.15', TFT = '7475.16', StemGNN = '7564.85', MLPMultivariate = '7527.78', TiDE = '7425.45', DeepNPTS = '7562.5', y = '7412.5' WHERE ds = '2024-09-10 00:00:00' -2024-11-20 10:20:43,810 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-10 00:00:00', NHITS = '7451.33', Informer = '7504.81', LSTM = '7339.71', iTransformer = '7541.21', TSMixer = '7420.48', TSMixerx = '7477.1', PatchTST = '7438.77', RNN = '7409.71', GRU = '7440.34', TCN = '7417.87', BiTCN = '7462.64', DilatedRNN = '7355.09', MLP = '7458.54', DLinear = '7445.15', NLinear = '7421.15', TFT = '7475.16', StemGNN = '7564.85', MLPMultivariate = '7527.78', TiDE = '7425.45', DeepNPTS = '7562.5', y = '7412.5' WHERE ds = '2024-09-10 00:00:00' -2024-11-20 10:20:43,815 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-11 00:00:00', NHITS = '7430.97', Informer = '7491.05', LSTM = '7330.97', iTransformer = '7519.37', TSMixer = '7404.28', TSMixerx = '7462.26', PatchTST = '7420.89', RNN = '7398.85', GRU = '7436.14', TCN = '7408.15', BiTCN = '7431.14', DilatedRNN = '7340.45', MLP = '7432.55', DLinear = '7418.98', NLinear = '7415.28', TFT = '7464.61', StemGNN = '7555.64', MLPMultivariate = '7498.71', TiDE = '7417.44', DeepNPTS = '7535.0', y = '7387.5' WHERE ds = '2024-09-11 00:00:00' -2024-11-20 10:20:43,815 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-11 00:00:00', NHITS = '7430.97', Informer = '7491.05', LSTM = '7330.97', iTransformer = '7519.37', TSMixer = '7404.28', TSMixerx = '7462.26', PatchTST = '7420.89', RNN = '7398.85', GRU = '7436.14', TCN = '7408.15', BiTCN = '7431.14', DilatedRNN = '7340.45', MLP = '7432.55', DLinear = '7418.98', NLinear = '7415.28', TFT = '7464.61', StemGNN = '7555.64', MLPMultivariate = '7498.71', TiDE = '7417.44', DeepNPTS = '7535.0', y = '7387.5' WHERE ds = '2024-09-11 00:00:00' -2024-11-20 10:20:43,818 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-12 00:00:00', NHITS = '7398.0', Informer = '7478.74', LSTM = '7303.67', iTransformer = '7492.92', TSMixer = '7382.31', TSMixerx = '7444.67', PatchTST = '7391.09', RNN = '7382.94', GRU = '7411.65', TCN = '7396.88', BiTCN = '7397.14', DilatedRNN = '7313.15', MLP = '7402.38', DLinear = '7400.79', NLinear = '7386.94', TFT = '7448.76', StemGNN = '7545.54', MLPMultivariate = '7460.06', TiDE = '7395.3', DeepNPTS = '7475.01', y = '7380.0' WHERE ds = '2024-09-12 00:00:00' -2024-11-20 10:20:43,818 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-12 00:00:00', NHITS = '7398.0', Informer = '7478.74', LSTM = '7303.67', iTransformer = '7492.92', TSMixer = '7382.31', TSMixerx = '7444.67', PatchTST = '7391.09', RNN = '7382.94', GRU = '7411.65', TCN = '7396.88', BiTCN = '7397.14', DilatedRNN = '7313.15', MLP = '7402.38', DLinear = '7400.79', NLinear = '7386.94', TFT = '7448.76', StemGNN = '7545.54', MLPMultivariate = '7460.06', TiDE = '7395.3', DeepNPTS = '7475.01', y = '7380.0' WHERE ds = '2024-09-12 00:00:00' -2024-11-20 10:20:43,821 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-13 00:00:00', NHITS = '7388.71', Informer = '7460.03', LSTM = '7300.95', iTransformer = '7464.13', TSMixer = '7369.45', TSMixerx = '7424.93', PatchTST = '7380.86', RNN = '7379.25', GRU = '7411.88', TCN = '7392.85', BiTCN = '7374.15', DilatedRNN = '7309.57', MLP = '7382.1', DLinear = '7401.54', NLinear = '7385.04', TFT = '7438.55', StemGNN = '7535.68', MLPMultivariate = '7439.73', TiDE = '7384.62', DeepNPTS = '7442.51', y = '7395.0' WHERE ds = '2024-09-13 00:00:00' -2024-11-20 10:20:43,821 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-13 00:00:00', NHITS = '7388.71', Informer = '7460.03', LSTM = '7300.95', iTransformer = '7464.13', TSMixer = '7369.45', TSMixerx = '7424.93', PatchTST = '7380.86', RNN = '7379.25', GRU = '7411.88', TCN = '7392.85', BiTCN = '7374.15', DilatedRNN = '7309.57', MLP = '7382.1', DLinear = '7401.54', NLinear = '7385.04', TFT = '7438.55', StemGNN = '7535.68', MLPMultivariate = '7439.73', TiDE = '7384.62', DeepNPTS = '7442.51', y = '7395.0' WHERE ds = '2024-09-13 00:00:00' -2024-11-20 10:20:43,823 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-14 00:00:00', NHITS = '7403.95', Informer = '7464.0', LSTM = '7318.92', iTransformer = '7450.39', TSMixer = '7380.9', TSMixerx = '7417.35', PatchTST = '7390.87', RNN = '7396.28', GRU = '7429.07', TCN = '7406.03', BiTCN = '7371.11', DilatedRNN = '7327.5', MLP = '7375.1', DLinear = '7403.94', NLinear = '7403.98', TFT = '7435.49', StemGNN = '7527.23', MLPMultivariate = '7421.01', TiDE = '7393.19', DeepNPTS = '7422.53', y = '7375.0' WHERE ds = '2024-09-14 00:00:00' -2024-11-20 10:20:43,823 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-14 00:00:00', NHITS = '7403.95', Informer = '7464.0', LSTM = '7318.92', iTransformer = '7450.39', TSMixer = '7380.9', TSMixerx = '7417.35', PatchTST = '7390.87', RNN = '7396.28', GRU = '7429.07', TCN = '7406.03', BiTCN = '7371.11', DilatedRNN = '7327.5', MLP = '7375.1', DLinear = '7403.94', NLinear = '7403.98', TFT = '7435.49', StemGNN = '7527.23', MLPMultivariate = '7421.01', TiDE = '7393.19', DeepNPTS = '7422.53', y = '7375.0' WHERE ds = '2024-09-14 00:00:00' -2024-11-20 10:20:43,826 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-18 00:00:00', NHITS = '7378.25', Informer = '7450.51', LSTM = '7296.64', iTransformer = '7420.48', TSMixer = '7374.33', TSMixerx = '7397.35', PatchTST = '7365.31', RNN = '7369.65', GRU = '7403.89', TCN = '7405.31', BiTCN = '7367.04', DilatedRNN = '7307.74', MLP = '7352.11', DLinear = '7382.56', NLinear = '7384.77', TFT = '7418.46', StemGNN = '7518.24', MLPMultivariate = '7376.68', TiDE = '7382.2', DeepNPTS = '7412.61', y = '7342.5' WHERE ds = '2024-09-18 00:00:00' -2024-11-20 10:20:43,826 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-18 00:00:00', NHITS = '7378.25', Informer = '7450.51', LSTM = '7296.64', iTransformer = '7420.48', TSMixer = '7374.33', TSMixerx = '7397.35', PatchTST = '7365.31', RNN = '7369.65', GRU = '7403.89', TCN = '7405.31', BiTCN = '7367.04', DilatedRNN = '7307.74', MLP = '7352.11', DLinear = '7382.56', NLinear = '7384.77', TFT = '7418.46', StemGNN = '7518.24', MLPMultivariate = '7376.68', TiDE = '7382.2', DeepNPTS = '7412.61', y = '7342.5' WHERE ds = '2024-09-18 00:00:00' -2024-11-20 10:20:43,829 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-19 00:00:00', NHITS = '7345.8', Informer = '7424.07', LSTM = '7273.03', iTransformer = '7383.78', TSMixer = '7351.39', TSMixerx = '7367.71', PatchTST = '7348.02', RNN = '7343.67', GRU = '7377.78', TCN = '7405.74', BiTCN = '7364.49', DilatedRNN = '7286.64', MLP = '7340.79', DLinear = '7371.55', NLinear = '7346.23', TFT = '7404.98', StemGNN = '7508.11', MLPMultivariate = '7313.24', TiDE = '7357.08', DeepNPTS = '7392.25', y = '7325.0' WHERE ds = '2024-09-19 00:00:00' -2024-11-20 10:20:43,829 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-19 00:00:00', NHITS = '7345.8', Informer = '7424.07', LSTM = '7273.03', iTransformer = '7383.78', TSMixer = '7351.39', TSMixerx = '7367.71', PatchTST = '7348.02', RNN = '7343.67', GRU = '7377.78', TCN = '7405.74', BiTCN = '7364.49', DilatedRNN = '7286.64', MLP = '7340.79', DLinear = '7371.55', NLinear = '7346.23', TFT = '7404.98', StemGNN = '7508.11', MLPMultivariate = '7313.24', TiDE = '7357.08', DeepNPTS = '7392.25', y = '7325.0' WHERE ds = '2024-09-19 00:00:00' -2024-11-20 10:20:43,831 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-20 00:00:00', NHITS = '7331.34', Informer = '7411.4', LSTM = '7261.47', iTransformer = '7359.5', TSMixer = '7333.1', TSMixerx = '7352.78', PatchTST = '7340.24', RNN = '7332.29', GRU = '7366.28', TCN = '7407.88', BiTCN = '7366.1', DilatedRNN = '7275.0', MLP = '7339.29', DLinear = '7357.37', NLinear = '7336.36', TFT = '7381.77', StemGNN = '7497.51', MLPMultivariate = '7277.24', TiDE = '7337.64', DeepNPTS = '7389.01', y = '7340.0' WHERE ds = '2024-09-20 00:00:00' -2024-11-20 10:20:43,831 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-20 00:00:00', NHITS = '7331.34', Informer = '7411.4', LSTM = '7261.47', iTransformer = '7359.5', TSMixer = '7333.1', TSMixerx = '7352.78', PatchTST = '7340.24', RNN = '7332.29', GRU = '7366.28', TCN = '7407.88', BiTCN = '7366.1', DilatedRNN = '7275.0', MLP = '7339.29', DLinear = '7357.37', NLinear = '7336.36', TFT = '7381.77', StemGNN = '7497.51', MLPMultivariate = '7277.24', TiDE = '7337.64', DeepNPTS = '7389.01', y = '7340.0' WHERE ds = '2024-09-20 00:00:00' -2024-11-20 10:20:43,834 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-23 00:00:00', NHITS = '7350.17', Informer = '7409.47', LSTM = '7273.6', iTransformer = '7360.28', TSMixer = '7338.57', TSMixerx = '7354.65', PatchTST = '7355.94', RNN = '7342.36', GRU = '7383.53', TCN = '7413.67', BiTCN = '7372.86', DilatedRNN = '7285.44', MLP = '7350.24', DLinear = '7359.13', NLinear = '7346.39', TFT = '7390.63', StemGNN = '7488.3', MLPMultivariate = '7253.74', TiDE = '7336.25', DeepNPTS = '7363.92', y = '7310.0' WHERE ds = '2024-09-23 00:00:00' -2024-11-20 10:20:43,834 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-23 00:00:00', NHITS = '7350.17', Informer = '7409.47', LSTM = '7273.6', iTransformer = '7360.28', TSMixer = '7338.57', TSMixerx = '7354.65', PatchTST = '7355.94', RNN = '7342.36', GRU = '7383.53', TCN = '7413.67', BiTCN = '7372.86', DilatedRNN = '7285.44', MLP = '7350.24', DLinear = '7359.13', NLinear = '7346.39', TFT = '7390.63', StemGNN = '7488.3', MLPMultivariate = '7253.74', TiDE = '7336.25', DeepNPTS = '7363.92', y = '7310.0' WHERE ds = '2024-09-23 00:00:00' -2024-11-20 10:20:43,836 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-24 00:00:00', NHITS = '7334.33', Informer = '7387.52', LSTM = '7250.34', iTransformer = '7333.1', TSMixer = '7321.56', TSMixerx = '7341.2', PatchTST = '7323.07', RNN = '7313.94', GRU = '7351.58', TCN = '7405.47', BiTCN = '7369.32', DilatedRNN = '7258.87', MLP = '7332.21', DLinear = '7339.95', NLinear = '7319.59', TFT = '7372.23', StemGNN = '7478.05', MLPMultivariate = '7233.88', TiDE = '7309.53', DeepNPTS = '7330.44', y = '7280.0' WHERE ds = '2024-09-24 00:00:00' -2024-11-20 10:20:43,836 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-24 00:00:00', NHITS = '7334.33', Informer = '7387.52', LSTM = '7250.34', iTransformer = '7333.1', TSMixer = '7321.56', TSMixerx = '7341.2', PatchTST = '7323.07', RNN = '7313.94', GRU = '7351.58', TCN = '7405.47', BiTCN = '7369.32', DilatedRNN = '7258.87', MLP = '7332.21', DLinear = '7339.95', NLinear = '7319.59', TFT = '7372.23', StemGNN = '7478.05', MLPMultivariate = '7233.88', TiDE = '7309.53', DeepNPTS = '7330.44', y = '7280.0' WHERE ds = '2024-09-24 00:00:00' -2024-11-20 10:20:43,839 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-25 00:00:00', NHITS = '7331.68', Informer = '7358.95', LSTM = '7233.76', iTransformer = '7294.82', TSMixer = '7295.02', TSMixerx = '7325.46', PatchTST = '7313.92', RNN = '7295.67', GRU = '7333.57', TCN = '7389.7', BiTCN = '7358.18', DilatedRNN = '7239.93', MLP = '7329.29', DLinear = '7318.18', NLinear = '7284.22', TFT = '7352.1', StemGNN = '7466.86', MLPMultivariate = '7208.89', TiDE = '7292.13', DeepNPTS = '7300.88', y = '7315.0' WHERE ds = '2024-09-25 00:00:00' -2024-11-20 10:20:43,839 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-25 00:00:00', NHITS = '7331.68', Informer = '7358.95', LSTM = '7233.76', iTransformer = '7294.82', TSMixer = '7295.02', TSMixerx = '7325.46', PatchTST = '7313.92', RNN = '7295.67', GRU = '7333.57', TCN = '7389.7', BiTCN = '7358.18', DilatedRNN = '7239.93', MLP = '7329.29', DLinear = '7318.18', NLinear = '7284.22', TFT = '7352.1', StemGNN = '7466.86', MLPMultivariate = '7208.89', TiDE = '7292.13', DeepNPTS = '7300.88', y = '7315.0' WHERE ds = '2024-09-25 00:00:00' -2024-11-20 10:20:43,841 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-26 00:00:00', NHITS = '7383.23', Informer = '7354.28', LSTM = '7258.63', iTransformer = '7322.43', TSMixer = '7311.57', TSMixerx = '7337.57', PatchTST = '7346.59', RNN = '7334.2', GRU = '7368.18', TCN = '7395.19', BiTCN = '7360.13', DilatedRNN = '7262.58', MLP = '7348.37', DLinear = '7337.87', NLinear = '7321.63', TFT = '7365.79', StemGNN = '7457.88', MLPMultivariate = '7369.88', TiDE = '7315.96', DeepNPTS = '7309.91', y = '7310.0' WHERE ds = '2024-09-26 00:00:00' -2024-11-20 10:20:43,841 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-26 00:00:00', NHITS = '7383.23', Informer = '7354.28', LSTM = '7258.63', iTransformer = '7322.43', TSMixer = '7311.57', TSMixerx = '7337.57', PatchTST = '7346.59', RNN = '7334.2', GRU = '7368.18', TCN = '7395.19', BiTCN = '7360.13', DilatedRNN = '7262.58', MLP = '7348.37', DLinear = '7337.87', NLinear = '7321.63', TFT = '7365.79', StemGNN = '7457.88', MLPMultivariate = '7369.88', TiDE = '7315.96', DeepNPTS = '7309.91', y = '7310.0' WHERE ds = '2024-09-26 00:00:00' -2024-11-20 10:20:43,843 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-27 00:00:00', NHITS = '7395.39', Informer = '7342.84', LSTM = '7252.57', iTransformer = '7349.44', TSMixer = '7311.78', TSMixerx = '7332.55', PatchTST = '7328.61', RNN = '7316.26', GRU = '7355.87', TCN = '7383.46', BiTCN = '7355.37', DilatedRNN = '7250.85', MLP = '7333.29', DLinear = '7314.8', NLinear = '7318.06', TFT = '7363.19', StemGNN = '7449.12', MLPMultivariate = '7426.95', TiDE = '7307.61', DeepNPTS = '7323.36', y = '7310.0' WHERE ds = '2024-09-27 00:00:00' -2024-11-20 10:20:43,843 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-27 00:00:00', NHITS = '7395.39', Informer = '7342.84', LSTM = '7252.57', iTransformer = '7349.44', TSMixer = '7311.78', TSMixerx = '7332.55', PatchTST = '7328.61', RNN = '7316.26', GRU = '7355.87', TCN = '7383.46', BiTCN = '7355.37', DilatedRNN = '7250.85', MLP = '7333.29', DLinear = '7314.8', NLinear = '7318.06', TFT = '7363.19', StemGNN = '7449.12', MLPMultivariate = '7426.95', TiDE = '7307.61', DeepNPTS = '7323.36', y = '7310.0' WHERE ds = '2024-09-27 00:00:00' -2024-11-20 10:20:43,847 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-29 00:00:00', NHITS = '7404.69', Informer = '7328.01', LSTM = '7255.95', iTransformer = '7412.08', TSMixer = '7310.44', TSMixerx = '7339.92', PatchTST = '7335.89', RNN = '7322.03', GRU = '7360.7', TCN = '7391.28', BiTCN = '7348.53', DilatedRNN = '7255.08', MLP = '7324.23', DLinear = '7308.09', NLinear = '7314.78', TFT = '7356.94', StemGNN = '7440.11', MLPMultivariate = '7459.6', TiDE = '7314.78', DeepNPTS = '7323.36', y = '7365.0' WHERE ds = '2024-09-29 00:00:00' -2024-11-20 10:20:43,847 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-29 00:00:00', NHITS = '7404.69', Informer = '7328.01', LSTM = '7255.95', iTransformer = '7412.08', TSMixer = '7310.44', TSMixerx = '7339.92', PatchTST = '7335.89', RNN = '7322.03', GRU = '7360.7', TCN = '7391.28', BiTCN = '7348.53', DilatedRNN = '7255.08', MLP = '7324.23', DLinear = '7308.09', NLinear = '7314.78', TFT = '7356.94', StemGNN = '7440.11', MLPMultivariate = '7459.6', TiDE = '7314.78', DeepNPTS = '7323.36', y = '7365.0' WHERE ds = '2024-09-29 00:00:00' -2024-11-20 10:20:43,848 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-30 00:00:00', NHITS = '7426.12', Informer = '7341.11', LSTM = '7300.09', iTransformer = '7456.35', TSMixer = '7351.28', TSMixerx = '7360.36', PatchTST = '7371.79', RNN = '7386.81', GRU = '7413.94', TCN = '7423.46', BiTCN = '7354.23', DilatedRNN = '7305.8', MLP = '7350.79', DLinear = '7337.02', NLinear = '7372.67', TFT = '7375.01', StemGNN = '7433.62', MLPMultivariate = '7526.69', TiDE = '7362.78', DeepNPTS = '7362.27', y = '7420.0' WHERE ds = '2024-09-30 00:00:00' -2024-11-20 10:20:43,848 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-30 00:00:00', NHITS = '7426.12', Informer = '7341.11', LSTM = '7300.09', iTransformer = '7456.35', TSMixer = '7351.28', TSMixerx = '7360.36', PatchTST = '7371.79', RNN = '7386.81', GRU = '7413.94', TCN = '7423.46', BiTCN = '7354.23', DilatedRNN = '7305.8', MLP = '7350.79', DLinear = '7337.02', NLinear = '7372.67', TFT = '7375.01', StemGNN = '7433.62', MLPMultivariate = '7526.69', TiDE = '7362.78', DeepNPTS = '7362.27', y = '7420.0' WHERE ds = '2024-09-30 00:00:00' -2024-11-20 10:20:43,851 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-08 00:00:00', NHITS = '7406.37', Informer = '7396.05', LSTM = '7363.97', iTransformer = '7515.23', TSMixer = '7401.51', TSMixerx = '7391.97', PatchTST = '7409.69', RNN = '7428.8', GRU = '7463.3', TCN = '7450.62', BiTCN = '7382.85', DilatedRNN = '7368.46', MLP = '7376.8', DLinear = '7366.11', NLinear = '7426.31', TFT = '7404.72', StemGNN = '7429.4', MLPMultivariate = '7614.2', TiDE = '7412.17', DeepNPTS = '7419.09', y = '7602.5' WHERE ds = '2024-10-08 00:00:00' -2024-11-20 10:20:43,851 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-08 00:00:00', NHITS = '7406.37', Informer = '7396.05', LSTM = '7363.97', iTransformer = '7515.23', TSMixer = '7401.51', TSMixerx = '7391.97', PatchTST = '7409.69', RNN = '7428.8', GRU = '7463.3', TCN = '7450.62', BiTCN = '7382.85', DilatedRNN = '7368.46', MLP = '7376.8', DLinear = '7366.11', NLinear = '7426.31', TFT = '7404.72', StemGNN = '7429.4', MLPMultivariate = '7614.2', TiDE = '7412.17', DeepNPTS = '7419.09', y = '7602.5' WHERE ds = '2024-10-08 00:00:00' -2024-11-20 10:20:43,853 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-09 00:00:00', NHITS = '7577.33', Informer = '7574.57', LSTM = '7625.6', iTransformer = '7661.65', TSMixer = '7544.47', TSMixerx = '7607.6', PatchTST = '7631.74', RNN = '7679.46', GRU = '7699.37', TCN = '7713.1', BiTCN = '7580.36', DilatedRNN = '7635.88', MLP = '7586.54', DLinear = '7484.3', NLinear = '7607.45', TFT = '7604.1', StemGNN = '7429.48', MLPMultivariate = '7766.63', TiDE = '7573.71', DeepNPTS = '7602.24', y = '7602.5' WHERE ds = '2024-10-09 00:00:00' -2024-11-20 10:20:43,853 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-09 00:00:00', NHITS = '7577.33', Informer = '7574.57', LSTM = '7625.6', iTransformer = '7661.65', TSMixer = '7544.47', TSMixerx = '7607.6', PatchTST = '7631.74', RNN = '7679.46', GRU = '7699.37', TCN = '7713.1', BiTCN = '7580.36', DilatedRNN = '7635.88', MLP = '7586.54', DLinear = '7484.3', NLinear = '7607.45', TFT = '7604.1', StemGNN = '7429.48', MLPMultivariate = '7766.63', TiDE = '7573.71', DeepNPTS = '7602.24', y = '7602.5' WHERE ds = '2024-10-09 00:00:00' -2024-11-20 10:20:43,855 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-10 00:00:00', NHITS = '7576.0', Informer = '7601.33', LSTM = '7581.64', iTransformer = '7719.31', TSMixer = '7608.25', TSMixerx = '7677.35', PatchTST = '7632.34', RNN = '7639.99', GRU = '7633.43', TCN = '7766.71', BiTCN = '7661.03', DilatedRNN = '7634.72', MLP = '7640.36', DLinear = '7542.83', NLinear = '7609.24', TFT = '7617.74', StemGNN = '7429.69', MLPMultivariate = '7786.16', TiDE = '7604.18', DeepNPTS = '7602.37', y = '7585.0' WHERE ds = '2024-10-10 00:00:00' -2024-11-20 10:20:43,855 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-10 00:00:00', NHITS = '7576.0', Informer = '7601.33', LSTM = '7581.64', iTransformer = '7719.31', TSMixer = '7608.25', TSMixerx = '7677.35', PatchTST = '7632.34', RNN = '7639.99', GRU = '7633.43', TCN = '7766.71', BiTCN = '7661.03', DilatedRNN = '7634.72', MLP = '7640.36', DLinear = '7542.83', NLinear = '7609.24', TFT = '7617.74', StemGNN = '7429.69', MLPMultivariate = '7786.16', TiDE = '7604.18', DeepNPTS = '7602.37', y = '7585.0' WHERE ds = '2024-10-10 00:00:00' -2024-11-20 10:20:43,858 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-11 00:00:00', NHITS = '7631.65', Informer = '7624.48', LSTM = '7575.07', iTransformer = '7766.2', TSMixer = '7609.2', TSMixerx = '7714.27', PatchTST = '7629.44', RNN = '7599.98', GRU = '7624.22', TCN = '7788.7', BiTCN = '7691.29', DilatedRNN = '7618.88', MLP = '7651.66', DLinear = '7572.18', NLinear = '7587.86', TFT = '7623.61', StemGNN = '7429.71', MLPMultivariate = '7764.22', TiDE = '7600.31', DeepNPTS = '7584.85', y = '7575.0' WHERE ds = '2024-10-11 00:00:00' -2024-11-20 10:20:43,858 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-11 00:00:00', NHITS = '7631.65', Informer = '7624.48', LSTM = '7575.07', iTransformer = '7766.2', TSMixer = '7609.2', TSMixerx = '7714.27', PatchTST = '7629.44', RNN = '7599.98', GRU = '7624.22', TCN = '7788.7', BiTCN = '7691.29', DilatedRNN = '7618.88', MLP = '7651.66', DLinear = '7572.18', NLinear = '7587.86', TFT = '7623.61', StemGNN = '7429.71', MLPMultivariate = '7764.22', TiDE = '7600.31', DeepNPTS = '7584.85', y = '7575.0' WHERE ds = '2024-10-11 00:00:00' -2024-11-20 10:20:43,860 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-12 00:00:00', NHITS = '7653.07', Informer = '7598.33', LSTM = '7548.5', iTransformer = '7847.1', TSMixer = '7585.18', TSMixerx = '7706.53', PatchTST = '7607.08', RNN = '7603.88', GRU = '7602.92', TCN = '7740.27', BiTCN = '7700.39', DilatedRNN = '7589.1', MLP = '7663.18', DLinear = '7571.87', NLinear = '7574.65', TFT = '7629.57', StemGNN = '7429.59', MLPMultivariate = '7716.69', TiDE = '7568.07', DeepNPTS = '7574.84', y = '7576.67' WHERE ds = '2024-10-12 00:00:00' -2024-11-20 10:20:43,860 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-12 00:00:00', NHITS = '7653.07', Informer = '7598.33', LSTM = '7548.5', iTransformer = '7847.1', TSMixer = '7585.18', TSMixerx = '7706.53', PatchTST = '7607.08', RNN = '7603.88', GRU = '7602.92', TCN = '7740.27', BiTCN = '7700.39', DilatedRNN = '7589.1', MLP = '7663.18', DLinear = '7571.87', NLinear = '7574.65', TFT = '7629.57', StemGNN = '7429.59', MLPMultivariate = '7716.69', TiDE = '7568.07', DeepNPTS = '7574.84', y = '7576.67' WHERE ds = '2024-10-12 00:00:00' -2024-11-20 10:20:43,863 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-14 00:00:00', NHITS = '7691.78', Informer = '7608.75', LSTM = '7548.03', iTransformer = '7871.49', TSMixer = '7552.13', TSMixerx = '7690.78', PatchTST = '7583.72', RNN = '7553.81', GRU = '7607.37', TCN = '7730.31', BiTCN = '7696.8', DilatedRNN = '7583.52', MLP = '7677.65', DLinear = '7557.6', NLinear = '7562.15', TFT = '7651.37', StemGNN = '7429.44', MLPMultivariate = '7670.88', TiDE = '7546.73', DeepNPTS = '7576.1', y = '7565.0' WHERE ds = '2024-10-14 00:00:00' -2024-11-20 10:20:43,863 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-14 00:00:00', NHITS = '7691.78', Informer = '7608.75', LSTM = '7548.03', iTransformer = '7871.49', TSMixer = '7552.13', TSMixerx = '7690.78', PatchTST = '7583.72', RNN = '7553.81', GRU = '7607.37', TCN = '7730.31', BiTCN = '7696.8', DilatedRNN = '7583.52', MLP = '7677.65', DLinear = '7557.6', NLinear = '7562.15', TFT = '7651.37', StemGNN = '7429.44', MLPMultivariate = '7670.88', TiDE = '7546.73', DeepNPTS = '7576.1', y = '7565.0' WHERE ds = '2024-10-14 00:00:00' -2024-11-20 10:20:43,864 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-15 00:00:00', NHITS = '7639.02', Informer = '7604.74', LSTM = '7524.41', iTransformer = '7792.94', TSMixer = '7538.07', TSMixerx = '7647.37', PatchTST = '7550.89', RNN = '7554.31', GRU = '7587.3', TCN = '7702.48', BiTCN = '7678.15', DilatedRNN = '7562.07', MLP = '7640.33', DLinear = '7526.24', NLinear = '7536.04', TFT = '7653.55', StemGNN = '7429.02', MLPMultivariate = '7615.24', TiDE = '7536.11', DeepNPTS = '7564.45', y = '7527.5' WHERE ds = '2024-10-15 00:00:00' -2024-11-20 10:20:43,864 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-15 00:00:00', NHITS = '7639.02', Informer = '7604.74', LSTM = '7524.41', iTransformer = '7792.94', TSMixer = '7538.07', TSMixerx = '7647.37', PatchTST = '7550.89', RNN = '7554.31', GRU = '7587.3', TCN = '7702.48', BiTCN = '7678.15', DilatedRNN = '7562.07', MLP = '7640.33', DLinear = '7526.24', NLinear = '7536.04', TFT = '7653.55', StemGNN = '7429.02', MLPMultivariate = '7615.24', TiDE = '7536.11', DeepNPTS = '7564.45', y = '7527.5' WHERE ds = '2024-10-15 00:00:00' -2024-11-20 10:20:43,868 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-16 00:00:00', NHITS = '7560.16', Informer = '7584.03', LSTM = '7472.19', iTransformer = '7524.15', TSMixer = '7510.13', TSMixerx = '7557.71', PatchTST = '7500.61', RNN = '7525.6', GRU = '7538.71', TCN = '7580.69', BiTCN = '7620.62', DilatedRNN = '7490.21', MLP = '7571.23', DLinear = '7510.21', NLinear = '7483.04', TFT = '7574.04', StemGNN = '7427.96', MLPMultivariate = '7569.48', TiDE = '7510.9', DeepNPTS = '7522.37', y = '7477.5' WHERE ds = '2024-10-16 00:00:00' -2024-11-20 10:20:43,868 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-16 00:00:00', NHITS = '7560.16', Informer = '7584.03', LSTM = '7472.19', iTransformer = '7524.15', TSMixer = '7510.13', TSMixerx = '7557.71', PatchTST = '7500.61', RNN = '7525.6', GRU = '7538.71', TCN = '7580.69', BiTCN = '7620.62', DilatedRNN = '7490.21', MLP = '7571.23', DLinear = '7510.21', NLinear = '7483.04', TFT = '7574.04', StemGNN = '7427.96', MLPMultivariate = '7569.48', TiDE = '7510.9', DeepNPTS = '7522.37', y = '7477.5' WHERE ds = '2024-10-16 00:00:00' -2024-11-20 10:20:43,870 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-17 00:00:00', NHITS = '7497.05', Informer = '7571.56', LSTM = '7406.36', iTransformer = '7436.05', TSMixer = '7462.23', TSMixerx = '7506.3', PatchTST = '7433.55', RNN = '7466.97', GRU = '7484.21', TCN = '7495.48', BiTCN = '7551.6', DilatedRNN = '7417.59', MLP = '7502.19', DLinear = '7486.54', NLinear = '7451.01', TFT = '7481.14', StemGNN = '7425.86', MLPMultivariate = '7531.56', TiDE = '7464.61', DeepNPTS = '7505.66', y = '7467.5' WHERE ds = '2024-10-17 00:00:00' -2024-11-20 10:20:43,870 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-17 00:00:00', NHITS = '7497.05', Informer = '7571.56', LSTM = '7406.36', iTransformer = '7436.05', TSMixer = '7462.23', TSMixerx = '7506.3', PatchTST = '7433.55', RNN = '7466.97', GRU = '7484.21', TCN = '7495.48', BiTCN = '7551.6', DilatedRNN = '7417.59', MLP = '7502.19', DLinear = '7486.54', NLinear = '7451.01', TFT = '7481.14', StemGNN = '7425.86', MLPMultivariate = '7531.56', TiDE = '7464.61', DeepNPTS = '7505.66', y = '7467.5' WHERE ds = '2024-10-17 00:00:00' -2024-11-20 10:20:43,873 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-18 00:00:00', NHITS = '7485.83', Informer = '7576.53', LSTM = '7400.38', iTransformer = '7405.13', TSMixer = '7439.71', TSMixerx = '7492.0', PatchTST = '7417.06', RNN = '7460.72', GRU = '7487.02', TCN = '7473.88', BiTCN = '7503.86', DilatedRNN = '7368.89', MLP = '7465.12', DLinear = '7435.8', NLinear = '7465.36', TFT = '7460.77', StemGNN = '7423.55', MLPMultivariate = '7513.17', TiDE = '7448.06', DeepNPTS = '7457.38', y = '7370.0' WHERE ds = '2024-10-18 00:00:00' -2024-11-20 10:20:43,873 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-18 00:00:00', NHITS = '7485.83', Informer = '7576.53', LSTM = '7400.38', iTransformer = '7405.13', TSMixer = '7439.71', TSMixerx = '7492.0', PatchTST = '7417.06', RNN = '7460.72', GRU = '7487.02', TCN = '7473.88', BiTCN = '7503.86', DilatedRNN = '7368.89', MLP = '7465.12', DLinear = '7435.8', NLinear = '7465.36', TFT = '7460.77', StemGNN = '7423.55', MLPMultivariate = '7513.17', TiDE = '7448.06', DeepNPTS = '7457.38', y = '7370.0' WHERE ds = '2024-10-18 00:00:00' -2024-11-20 10:20:43,875 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-21 00:00:00', NHITS = '7344.19', Informer = '7448.06', LSTM = '7278.98', iTransformer = '7367.94', TSMixer = '7369.4', TSMixerx = '7422.88', PatchTST = '7311.05', RNN = '7344.49', GRU = '7375.82', TCN = '7434.49', BiTCN = '7406.12', DilatedRNN = '7267.31', MLP = '7378.31', DLinear = '7359.09', NLinear = '7361.07', TFT = '7360.86', StemGNN = '7418.39', MLPMultivariate = '7455.82', TiDE = '7359.83', DeepNPTS = '7457.08', y = '7362.5' WHERE ds = '2024-10-21 00:00:00' -2024-11-20 10:20:43,875 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-21 00:00:00', NHITS = '7344.19', Informer = '7448.06', LSTM = '7278.98', iTransformer = '7367.94', TSMixer = '7369.4', TSMixerx = '7422.88', PatchTST = '7311.05', RNN = '7344.49', GRU = '7375.82', TCN = '7434.49', BiTCN = '7406.12', DilatedRNN = '7267.31', MLP = '7378.31', DLinear = '7359.09', NLinear = '7361.07', TFT = '7360.86', StemGNN = '7418.39', MLPMultivariate = '7455.82', TiDE = '7359.83', DeepNPTS = '7457.08', y = '7362.5' WHERE ds = '2024-10-21 00:00:00' -2024-11-20 10:20:43,878 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-22 00:00:00', NHITS = '7325.96', Informer = '7412.3', LSTM = '7285.18', iTransformer = '7351.41', TSMixer = '7343.75', TSMixerx = '7341.76', PatchTST = '7318.72', RNN = '7356.17', GRU = '7398.84', TCN = '7424.42', BiTCN = '7348.14', DilatedRNN = '7270.19', MLP = '7359.63', DLinear = '7331.88', NLinear = '7344.37', TFT = '7359.19', StemGNN = '7413.08', MLPMultivariate = '7435.49', TiDE = '7339.82', DeepNPTS = '7498.96', y = '7346.67' WHERE ds = '2024-10-22 00:00:00' -2024-11-20 10:20:43,878 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-22 00:00:00', NHITS = '7325.96', Informer = '7412.3', LSTM = '7285.18', iTransformer = '7351.41', TSMixer = '7343.75', TSMixerx = '7341.76', PatchTST = '7318.72', RNN = '7356.17', GRU = '7398.84', TCN = '7424.42', BiTCN = '7348.14', DilatedRNN = '7270.19', MLP = '7359.63', DLinear = '7331.88', NLinear = '7344.37', TFT = '7359.19', StemGNN = '7413.08', MLPMultivariate = '7435.49', TiDE = '7339.82', DeepNPTS = '7498.96', y = '7346.67' WHERE ds = '2024-10-22 00:00:00' -2024-11-20 10:20:43,881 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-23 00:00:00', NHITS = '7300.58', Informer = '7353.2', LSTM = '7269.19', iTransformer = '7345.42', TSMixer = '7330.7', TSMixerx = '7285.19', PatchTST = '7316.86', RNN = '7347.0', GRU = '7376.53', TCN = '7407.48', BiTCN = '7302.48', DilatedRNN = '7257.8', MLP = '7344.1', DLinear = '7307.03', NLinear = '7315.78', TFT = '7345.47', StemGNN = '7407.29', MLPMultivariate = '7416.71', TiDE = '7328.57', DeepNPTS = '7479.02', y = '7357.5' WHERE ds = '2024-10-23 00:00:00' -2024-11-20 10:20:43,881 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-23 00:00:00', NHITS = '7300.58', Informer = '7353.2', LSTM = '7269.19', iTransformer = '7345.42', TSMixer = '7330.7', TSMixerx = '7285.19', PatchTST = '7316.86', RNN = '7347.0', GRU = '7376.53', TCN = '7407.48', BiTCN = '7302.48', DilatedRNN = '7257.8', MLP = '7344.1', DLinear = '7307.03', NLinear = '7315.78', TFT = '7345.47', StemGNN = '7407.29', MLPMultivariate = '7416.71', TiDE = '7328.57', DeepNPTS = '7479.02', y = '7357.5' WHERE ds = '2024-10-23 00:00:00' -2024-11-20 10:20:43,883 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-24 00:00:00', NHITS = '7327.36', Informer = '7330.89', LSTM = '7282.53', iTransformer = '7334.39', TSMixer = '7335.02', TSMixerx = '7320.17', PatchTST = '7344.86', RNN = '7348.92', GRU = '7396.87', TCN = '7389.91', BiTCN = '7289.94', DilatedRNN = '7275.05', MLP = '7332.82', DLinear = '7332.66', NLinear = '7343.01', TFT = '7344.94', StemGNN = '7401.82', MLPMultivariate = '7432.15', TiDE = '7340.73', DeepNPTS = '7461.51', y = '7352.5' WHERE ds = '2024-10-24 00:00:00' -2024-11-20 10:20:43,883 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-24 00:00:00', NHITS = '7327.36', Informer = '7330.89', LSTM = '7282.53', iTransformer = '7334.39', TSMixer = '7335.02', TSMixerx = '7320.17', PatchTST = '7344.86', RNN = '7348.92', GRU = '7396.87', TCN = '7389.91', BiTCN = '7289.94', DilatedRNN = '7275.05', MLP = '7332.82', DLinear = '7332.66', NLinear = '7343.01', TFT = '7344.94', StemGNN = '7401.82', MLPMultivariate = '7432.15', TiDE = '7340.73', DeepNPTS = '7461.51', y = '7352.5' WHERE ds = '2024-10-24 00:00:00' -2024-11-20 10:20:43,886 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-25 00:00:00', NHITS = '7343.94', Informer = '7307.17', LSTM = '7278.58', iTransformer = '7353.38', TSMixer = '7347.83', TSMixerx = '7335.72', PatchTST = '7367.26', RNN = '7362.14', GRU = '7388.07', TCN = '7392.13', BiTCN = '7273.09', DilatedRNN = '7271.2', MLP = '7327.52', DLinear = '7320.14', NLinear = '7359.31', TFT = '7334.4', StemGNN = '7396.39', MLPMultivariate = '7461.64', TiDE = '7356.27', DeepNPTS = '7405.27', y = '7372.5' WHERE ds = '2024-10-25 00:00:00' -2024-11-20 10:20:43,886 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-25 00:00:00', NHITS = '7343.94', Informer = '7307.17', LSTM = '7278.58', iTransformer = '7353.38', TSMixer = '7347.83', TSMixerx = '7335.72', PatchTST = '7367.26', RNN = '7362.14', GRU = '7388.07', TCN = '7392.13', BiTCN = '7273.09', DilatedRNN = '7271.2', MLP = '7327.52', DLinear = '7320.14', NLinear = '7359.31', TFT = '7334.4', StemGNN = '7396.39', MLPMultivariate = '7461.64', TiDE = '7356.27', DeepNPTS = '7405.27', y = '7372.5' WHERE ds = '2024-10-25 00:00:00' -2024-11-20 10:20:43,888 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-28 00:00:00', NHITS = '7348.35', Informer = '7346.41', LSTM = '7299.95', iTransformer = '7382.28', TSMixer = '7373.17', TSMixerx = '7332.05', PatchTST = '7394.25', RNN = '7378.33', GRU = '7413.72', TCN = '7409.43', BiTCN = '7278.91', DilatedRNN = '7304.22', MLP = '7355.17', DLinear = '7345.4', NLinear = '7380.76', TFT = '7341.12', StemGNN = '7391.81', MLPMultivariate = '7485.78', TiDE = '7385.35', DeepNPTS = '7352.0', y = '7373.33' WHERE ds = '2024-10-28 00:00:00' -2024-11-20 10:20:43,888 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-28 00:00:00', NHITS = '7348.35', Informer = '7346.41', LSTM = '7299.95', iTransformer = '7382.28', TSMixer = '7373.17', TSMixerx = '7332.05', PatchTST = '7394.25', RNN = '7378.33', GRU = '7413.72', TCN = '7409.43', BiTCN = '7278.91', DilatedRNN = '7304.22', MLP = '7355.17', DLinear = '7345.4', NLinear = '7380.76', TFT = '7341.12', StemGNN = '7391.81', MLPMultivariate = '7485.78', TiDE = '7385.35', DeepNPTS = '7352.0', y = '7373.33' WHERE ds = '2024-10-28 00:00:00' -2024-11-20 10:20:43,890 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-29 00:00:00', NHITS = '7362.26', Informer = '7347.62', LSTM = '7299.38', iTransformer = '7403.71', TSMixer = '7382.63', TSMixerx = '7372.1', PatchTST = '7388.31', RNN = '7376.75', GRU = '7408.46', TCN = '7425.13', BiTCN = '7307.02', DilatedRNN = '7317.3', MLP = '7360.51', DLinear = '7394.13', NLinear = '7388.48', TFT = '7339.41', StemGNN = '7387.2', MLPMultivariate = '7506.54', TiDE = '7374.2', DeepNPTS = '7368.01', y = '7380.0' WHERE ds = '2024-10-29 00:00:00' -2024-11-20 10:20:43,890 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-29 00:00:00', NHITS = '7362.26', Informer = '7347.62', LSTM = '7299.38', iTransformer = '7403.71', TSMixer = '7382.63', TSMixerx = '7372.1', PatchTST = '7388.31', RNN = '7376.75', GRU = '7408.46', TCN = '7425.13', BiTCN = '7307.02', DilatedRNN = '7317.3', MLP = '7360.51', DLinear = '7394.13', NLinear = '7388.48', TFT = '7339.41', StemGNN = '7387.2', MLPMultivariate = '7506.54', TiDE = '7374.2', DeepNPTS = '7368.01', y = '7380.0' WHERE ds = '2024-10-29 00:00:00' -2024-11-20 10:20:43,893 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-30 00:00:00', NHITS = '7368.73', Informer = '7372.31', LSTM = '7309.24', iTransformer = '7410.82', TSMixer = '7385.75', TSMixerx = '7428.36', PatchTST = '7376.78', RNN = '7383.46', GRU = '7418.25', TCN = '7445.98', BiTCN = '7354.4', DilatedRNN = '7342.89', MLP = '7363.36', DLinear = '7410.4', NLinear = '7387.01', TFT = '7346.05', StemGNN = '7383.02', MLPMultivariate = '7505.69', TiDE = '7359.37', DeepNPTS = '7437.75', y = '7330.0' WHERE ds = '2024-10-30 00:00:00' -2024-11-20 10:20:43,893 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-30 00:00:00', NHITS = '7368.73', Informer = '7372.31', LSTM = '7309.24', iTransformer = '7410.82', TSMixer = '7385.75', TSMixerx = '7428.36', PatchTST = '7376.78', RNN = '7383.46', GRU = '7418.25', TCN = '7445.98', BiTCN = '7354.4', DilatedRNN = '7342.89', MLP = '7363.36', DLinear = '7410.4', NLinear = '7387.01', TFT = '7346.05', StemGNN = '7383.02', MLPMultivariate = '7505.69', TiDE = '7359.37', DeepNPTS = '7437.75', y = '7330.0' WHERE ds = '2024-10-30 00:00:00' -2024-11-20 10:20:43,895 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-31 00:00:00', NHITS = '7311.11', Informer = '7337.7', LSTM = '7264.33', iTransformer = '7417.51', TSMixer = '7354.56', TSMixerx = '7416.21', PatchTST = '7295.6', RNN = '7331.68', GRU = '7363.08', TCN = '7446.37', BiTCN = '7349.71', DilatedRNN = '7310.97', MLP = '7345.95', DLinear = '7400.75', NLinear = '7339.24', TFT = '7304.52', StemGNN = '7377.33', MLPMultivariate = '7490.8', TiDE = '7331.52', DeepNPTS = '7393.39', y = '7340.0' WHERE ds = '2024-10-31 00:00:00' -2024-11-20 10:20:43,895 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-31 00:00:00', NHITS = '7311.11', Informer = '7337.7', LSTM = '7264.33', iTransformer = '7417.51', TSMixer = '7354.56', TSMixerx = '7416.21', PatchTST = '7295.6', RNN = '7331.68', GRU = '7363.08', TCN = '7446.37', BiTCN = '7349.71', DilatedRNN = '7310.97', MLP = '7345.95', DLinear = '7400.75', NLinear = '7339.24', TFT = '7304.52', StemGNN = '7377.33', MLPMultivariate = '7490.8', TiDE = '7331.52', DeepNPTS = '7393.39', y = '7340.0' WHERE ds = '2024-10-31 00:00:00' -2024-11-20 10:20:43,897 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-01 00:00:00', NHITS = '7325.45', Informer = '7340.67', LSTM = '7277.19', iTransformer = '7403.85', TSMixer = '7350.09', TSMixerx = '7391.7', PatchTST = '7325.08', RNN = '7346.34', GRU = '7386.1', TCN = '7448.67', BiTCN = '7361.61', DilatedRNN = '7319.58', MLP = '7370.1', DLinear = '7385.94', NLinear = '7339.78', TFT = '7319.82', StemGNN = '7372.31', MLPMultivariate = '7485.72', TiDE = '7337.9', DeepNPTS = '7388.84', y = '7363.33' WHERE ds = '2024-11-01 00:00:00' -2024-11-20 10:20:43,897 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-01 00:00:00', NHITS = '7325.45', Informer = '7340.67', LSTM = '7277.19', iTransformer = '7403.85', TSMixer = '7350.09', TSMixerx = '7391.7', PatchTST = '7325.08', RNN = '7346.34', GRU = '7386.1', TCN = '7448.67', BiTCN = '7361.61', DilatedRNN = '7319.58', MLP = '7370.1', DLinear = '7385.94', NLinear = '7339.78', TFT = '7319.82', StemGNN = '7372.31', MLPMultivariate = '7485.72', TiDE = '7337.9', DeepNPTS = '7388.84', y = '7363.33' WHERE ds = '2024-11-01 00:00:00' -2024-11-20 10:20:43,899 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-04 00:00:00', NHITS = '7380.95', Informer = '7383.65', LSTM = '7292.43', iTransformer = '7383.24', TSMixer = '7362.64', TSMixerx = '7391.41', PatchTST = '7347.38', RNN = '7368.79', GRU = '7402.84', TCN = '7453.22', BiTCN = '7370.16', DilatedRNN = '7335.67', MLP = '7402.01', DLinear = '7359.02', NLinear = '7359.95', TFT = '7345.06', StemGNN = '7368.38', MLPMultivariate = '7497.59', TiDE = '7359.38', DeepNPTS = '7382.9', y = '7360.0' WHERE ds = '2024-11-04 00:00:00' -2024-11-20 10:20:43,899 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-04 00:00:00', NHITS = '7380.95', Informer = '7383.65', LSTM = '7292.43', iTransformer = '7383.24', TSMixer = '7362.64', TSMixerx = '7391.41', PatchTST = '7347.38', RNN = '7368.79', GRU = '7402.84', TCN = '7453.22', BiTCN = '7370.16', DilatedRNN = '7335.67', MLP = '7402.01', DLinear = '7359.02', NLinear = '7359.95', TFT = '7345.06', StemGNN = '7368.38', MLPMultivariate = '7497.59', TiDE = '7359.38', DeepNPTS = '7382.9', y = '7360.0' WHERE ds = '2024-11-04 00:00:00' -2024-11-20 10:20:43,902 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-05 00:00:00', NHITS = '7384.76', Informer = '7385.63', LSTM = '7289.12', iTransformer = '7346.33', TSMixer = '7359.37', TSMixerx = '7429.52', PatchTST = '7351.29', RNN = '7355.62', GRU = '7396.87', TCN = '7454.93', BiTCN = '7371.16', DilatedRNN = '7325.31', MLP = '7409.42', DLinear = '7374.6', NLinear = '7372.07', TFT = '7351.83', StemGNN = '7364.63', MLPMultivariate = '7481.09', TiDE = '7351.21', DeepNPTS = '7367.23', y = '7357.5' WHERE ds = '2024-11-05 00:00:00' -2024-11-20 10:20:43,902 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-05 00:00:00', NHITS = '7384.76', Informer = '7385.63', LSTM = '7289.12', iTransformer = '7346.33', TSMixer = '7359.37', TSMixerx = '7429.52', PatchTST = '7351.29', RNN = '7355.62', GRU = '7396.87', TCN = '7454.93', BiTCN = '7371.16', DilatedRNN = '7325.31', MLP = '7409.42', DLinear = '7374.6', NLinear = '7372.07', TFT = '7351.83', StemGNN = '7364.63', MLPMultivariate = '7481.09', TiDE = '7351.21', DeepNPTS = '7367.23', y = '7357.5' WHERE ds = '2024-11-05 00:00:00' -2024-11-20 10:20:43,904 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-06 00:00:00', NHITS = '7372.14', Informer = '7355.21', LSTM = '7288.76', iTransformer = '7314.96', TSMixer = '7358.52', TSMixerx = '7411.56', PatchTST = '7351.78', RNN = '7368.22', GRU = '7396.45', TCN = '7452.88', BiTCN = '7354.85', DilatedRNN = '7322.02', MLP = '7400.71', DLinear = '7361.08', NLinear = '7378.69', TFT = '7358.67', StemGNN = '7361.11', MLPMultivariate = '7474.57', TiDE = '7344.45', DeepNPTS = '7366.55', y = '7383.33' WHERE ds = '2024-11-06 00:00:00' -2024-11-20 10:20:43,904 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-06 00:00:00', NHITS = '7372.14', Informer = '7355.21', LSTM = '7288.76', iTransformer = '7314.96', TSMixer = '7358.52', TSMixerx = '7411.56', PatchTST = '7351.78', RNN = '7368.22', GRU = '7396.45', TCN = '7452.88', BiTCN = '7354.85', DilatedRNN = '7322.02', MLP = '7400.71', DLinear = '7361.08', NLinear = '7378.69', TFT = '7358.67', StemGNN = '7361.11', MLPMultivariate = '7474.57', TiDE = '7344.45', DeepNPTS = '7366.55', y = '7383.33' WHERE ds = '2024-11-06 00:00:00' -2024-11-20 10:20:43,906 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-07 00:00:00', NHITS = '7394.49', Informer = '7360.17', LSTM = '7314.98', iTransformer = '7313.69', TSMixer = '7372.23', TSMixerx = '7396.45', PatchTST = '7372.83', RNN = '7393.67', GRU = '7424.33', TCN = '7451.24', BiTCN = '7358.23', DilatedRNN = '7334.24', MLP = '7417.74', DLinear = '7365.87', NLinear = '7401.06', TFT = '7365.66', StemGNN = '7359.13', MLPMultivariate = '7468.38', TiDE = '7365.83', DeepNPTS = '7385.99', y = '7366.67' WHERE ds = '2024-11-07 00:00:00' -2024-11-20 10:20:43,906 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-07 00:00:00', NHITS = '7394.49', Informer = '7360.17', LSTM = '7314.98', iTransformer = '7313.69', TSMixer = '7372.23', TSMixerx = '7396.45', PatchTST = '7372.83', RNN = '7393.67', GRU = '7424.33', TCN = '7451.24', BiTCN = '7358.23', DilatedRNN = '7334.24', MLP = '7417.74', DLinear = '7365.87', NLinear = '7401.06', TFT = '7365.66', StemGNN = '7359.13', MLPMultivariate = '7468.38', TiDE = '7365.83', DeepNPTS = '7385.99', y = '7366.67' WHERE ds = '2024-11-07 00:00:00' -2024-11-20 10:20:43,908 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-08 00:00:00', NHITS = '7367.07', Informer = '7340.66', LSTM = '7293.82', iTransformer = '7316.41', TSMixer = '7367.46', TSMixerx = '7382.51', PatchTST = '7359.92', RNN = '7362.61', GRU = '7398.7', TCN = '7438.23', BiTCN = '7354.98', DilatedRNN = '7304.15', MLP = '7401.83', DLinear = '7383.2', NLinear = '7376.13', TFT = '7365.23', StemGNN = '7357.25', MLPMultivariate = '7458.3', TiDE = '7358.59', DeepNPTS = '7369.13', y = '7383.33' WHERE ds = '2024-11-08 00:00:00' -2024-11-20 10:20:43,908 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-08 00:00:00', NHITS = '7367.07', Informer = '7340.66', LSTM = '7293.82', iTransformer = '7316.41', TSMixer = '7367.46', TSMixerx = '7382.51', PatchTST = '7359.92', RNN = '7362.61', GRU = '7398.7', TCN = '7438.23', BiTCN = '7354.98', DilatedRNN = '7304.15', MLP = '7401.83', DLinear = '7383.2', NLinear = '7376.13', TFT = '7365.23', StemGNN = '7357.25', MLPMultivariate = '7458.3', TiDE = '7358.59', DeepNPTS = '7369.13', y = '7383.33' WHERE ds = '2024-11-08 00:00:00' -2024-11-20 10:20:43,911 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-11 00:00:00', NHITS = '7385.33', Informer = '7367.98', LSTM = '7315.88', iTransformer = '7312.9', TSMixer = '7378.33', TSMixerx = '7404.64', PatchTST = '7387.22', RNN = '7388.8', GRU = '7424.18', TCN = '7437.92', BiTCN = '7365.14', DilatedRNN = '7305.25', MLP = '7419.91', DLinear = '7362.62', NLinear = '7385.12', TFT = '7370.33', StemGNN = '7356.28', MLPMultivariate = '7474.63', TiDE = '7378.79', DeepNPTS = '7380.81', y = '7340.0' WHERE ds = '2024-11-11 00:00:00' -2024-11-20 10:20:43,911 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-11 00:00:00', NHITS = '7385.33', Informer = '7367.98', LSTM = '7315.88', iTransformer = '7312.9', TSMixer = '7378.33', TSMixerx = '7404.64', PatchTST = '7387.22', RNN = '7388.8', GRU = '7424.18', TCN = '7437.92', BiTCN = '7365.14', DilatedRNN = '7305.25', MLP = '7419.91', DLinear = '7362.62', NLinear = '7385.12', TFT = '7370.33', StemGNN = '7356.28', MLPMultivariate = '7474.63', TiDE = '7378.79', DeepNPTS = '7380.81', y = '7340.0' WHERE ds = '2024-11-11 00:00:00' -2024-11-20 10:20:43,913 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-12 00:00:00', NHITS = '7348.61', Informer = '7291.9', LSTM = '7270.91', iTransformer = '7276.3', TSMixer = '7360.35', TSMixerx = '7418.77', PatchTST = '7340.51', RNN = '7341.66', GRU = '7370.75', TCN = '7421.61', BiTCN = '7353.11', DilatedRNN = '7263.97', MLP = '7401.87', DLinear = '7368.74', NLinear = '7336.24', TFT = '7330.87', StemGNN = '7354.22', MLPMultivariate = '7450.79', TiDE = '7358.86', DeepNPTS = '7365.14', y = '7306.67' WHERE ds = '2024-11-12 00:00:00' -2024-11-20 10:20:43,913 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-12 00:00:00', NHITS = '7348.61', Informer = '7291.9', LSTM = '7270.91', iTransformer = '7276.3', TSMixer = '7360.35', TSMixerx = '7418.77', PatchTST = '7340.51', RNN = '7341.66', GRU = '7370.75', TCN = '7421.61', BiTCN = '7353.11', DilatedRNN = '7263.97', MLP = '7401.87', DLinear = '7368.74', NLinear = '7336.24', TFT = '7330.87', StemGNN = '7354.22', MLPMultivariate = '7450.79', TiDE = '7358.86', DeepNPTS = '7365.14', y = '7306.67' WHERE ds = '2024-11-12 00:00:00' -2024-11-20 10:20:43,915 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-13 00:00:00', NHITS = '7332.29', Informer = '7268.64', LSTM = '7251.3', iTransformer = '7254.86', TSMixer = '7321.8', TSMixerx = '7370.7', PatchTST = '7316.54', RNN = '7309.23', GRU = '7352.06', TCN = '7407.6', BiTCN = '7345.42', DilatedRNN = '7241.63', MLP = '7403.21', DLinear = '7337.77', NLinear = '7293.72', TFT = '7283.12', StemGNN = '7351.63', MLPMultivariate = '7422.7', TiDE = '7318.66', DeepNPTS = '7366.33', y = '7323.33' WHERE ds = '2024-11-13 00:00:00' -2024-11-20 10:20:43,915 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-13 00:00:00', NHITS = '7332.29', Informer = '7268.64', LSTM = '7251.3', iTransformer = '7254.86', TSMixer = '7321.8', TSMixerx = '7370.7', PatchTST = '7316.54', RNN = '7309.23', GRU = '7352.06', TCN = '7407.6', BiTCN = '7345.42', DilatedRNN = '7241.63', MLP = '7403.21', DLinear = '7337.77', NLinear = '7293.72', TFT = '7283.12', StemGNN = '7351.63', MLPMultivariate = '7422.7', TiDE = '7318.66', DeepNPTS = '7366.33', y = '7323.33' WHERE ds = '2024-11-13 00:00:00' -2024-11-20 10:20:43,917 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-14 00:00:00', NHITS = '7344.44', Informer = '7272.3', LSTM = '7257.76', iTransformer = '7244.21', TSMixer = '7333.12', TSMixerx = '7360.61', PatchTST = '7371.92', RNN = '7303.81', GRU = '7360.68', TCN = '7413.77', BiTCN = '7340.82', DilatedRNN = '7254.99', MLP = '7417.81', DLinear = '7357.29', NLinear = '7319.99', TFT = '7274.54', StemGNN = '7348.14', MLPMultivariate = '7390.92', TiDE = '7325.41', DeepNPTS = '7400.55', y = '7353.33' WHERE ds = '2024-11-14 00:00:00' -2024-11-20 10:20:43,917 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-14 00:00:00', NHITS = '7344.44', Informer = '7272.3', LSTM = '7257.76', iTransformer = '7244.21', TSMixer = '7333.12', TSMixerx = '7360.61', PatchTST = '7371.92', RNN = '7303.81', GRU = '7360.68', TCN = '7413.77', BiTCN = '7340.82', DilatedRNN = '7254.99', MLP = '7417.81', DLinear = '7357.29', NLinear = '7319.99', TFT = '7274.54', StemGNN = '7348.14', MLPMultivariate = '7390.92', TiDE = '7325.41', DeepNPTS = '7400.55', y = '7353.33' WHERE ds = '2024-11-14 00:00:00' -2024-11-20 10:20:43,920 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-15 00:00:00', NHITS = '7319.74', Informer = '7273.8', LSTM = '7268.91', iTransformer = '7230.74', TSMixer = '7333.59', TSMixerx = '7348.71', PatchTST = '7348.61', RNN = '7284.0', GRU = '7349.73', TCN = '7441.16', BiTCN = '7343.64', DilatedRNN = '7265.12', MLP = '7418.84', DLinear = '7321.15', NLinear = '7309.22', TFT = '7271.93', StemGNN = '7337.24', MLPMultivariate = '7383.45', TiDE = '7336.21', DeepNPTS = '7391.44', y = '7393.33' WHERE ds = '2024-11-15 00:00:00' -2024-11-20 10:20:43,920 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-15 00:00:00', NHITS = '7319.74', Informer = '7273.8', LSTM = '7268.91', iTransformer = '7230.74', TSMixer = '7333.59', TSMixerx = '7348.71', PatchTST = '7348.61', RNN = '7284.0', GRU = '7349.73', TCN = '7441.16', BiTCN = '7343.64', DilatedRNN = '7265.12', MLP = '7418.84', DLinear = '7321.15', NLinear = '7309.22', TFT = '7271.93', StemGNN = '7337.24', MLPMultivariate = '7383.45', TiDE = '7336.21', DeepNPTS = '7391.44', y = '7393.33' WHERE ds = '2024-11-15 00:00:00' -2024-11-20 10:20:43,922 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-18 00:00:00', NHITS = '7317.36', Informer = '7293.89', LSTM = '7282.1', iTransformer = '7208.8', TSMixer = '7330.95', TSMixerx = '7366.03', PatchTST = '7319.87', RNN = '7297.49', GRU = '7368.11', TCN = '7442.79', BiTCN = '7338.93', DilatedRNN = '7287.87', MLP = '7411.82', DLinear = '7370.53', NLinear = '7321.93', TFT = '7272.12', StemGNN = '7360.05', MLPMultivariate = '7365.12', TiDE = '7326.46', DeepNPTS = '7397.05', y = '7363.33' WHERE ds = '2024-11-18 00:00:00' -2024-11-20 10:20:43,922 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-18 00:00:00', NHITS = '7317.36', Informer = '7293.89', LSTM = '7282.1', iTransformer = '7208.8', TSMixer = '7330.95', TSMixerx = '7366.03', PatchTST = '7319.87', RNN = '7297.49', GRU = '7368.11', TCN = '7442.79', BiTCN = '7338.93', DilatedRNN = '7287.87', MLP = '7411.82', DLinear = '7370.53', NLinear = '7321.93', TFT = '7272.12', StemGNN = '7360.05', MLPMultivariate = '7365.12', TiDE = '7326.46', DeepNPTS = '7397.05', y = '7363.33' WHERE ds = '2024-11-18 00:00:00' -2024-11-20 10:20:43,924 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-19 00:00:00', NHITS = '7307.74', Informer = '7295.89', LSTM = '7310.31', iTransformer = '7191.16', TSMixer = '7332.0', TSMixerx = '7325.75', PatchTST = '7319.12', RNN = '7335.5', GRU = '7371.58', TCN = '7436.03', BiTCN = '7333.44', DilatedRNN = '7305.78', MLP = '7369.13', DLinear = '7344.6', NLinear = '7332.86', TFT = '7272.76', StemGNN = '7349.71', MLPMultivariate = '7334.35', TiDE = '7334.74', DeepNPTS = '7399.99', y = '7370.0' WHERE ds = '2024-11-19 00:00:00' -2024-11-20 10:20:43,924 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-19 00:00:00', NHITS = '7307.74', Informer = '7295.89', LSTM = '7310.31', iTransformer = '7191.16', TSMixer = '7332.0', TSMixerx = '7325.75', PatchTST = '7319.12', RNN = '7335.5', GRU = '7371.58', TCN = '7436.03', BiTCN = '7333.44', DilatedRNN = '7305.78', MLP = '7369.13', DLinear = '7344.6', NLinear = '7332.86', TFT = '7272.76', StemGNN = '7349.71', MLPMultivariate = '7334.35', TiDE = '7334.74', DeepNPTS = '7399.99', y = '7370.0' WHERE ds = '2024-11-19 00:00:00' -2024-11-20 10:20:43,927 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-20 00:00:00', NHITS = '7337.59', Informer = '7316.53', LSTM = '7313.05', iTransformer = '7342.47', TSMixer = '7344.39', TSMixerx = '7306.89', PatchTST = '7350.64', RNN = '7378.3', GRU = '7405.32', TCN = '7418.54', BiTCN = '7321.07', DilatedRNN = '7320.57', MLP = '7338.04', DLinear = '7387.81', NLinear = '7361.4', TFT = '7362.29', StemGNN = '7351.25', MLPMultivariate = '7331.53', TiDE = '7354.71', DeepNPTS = '7376.74', y = 'nan' WHERE ds = '2024-11-20 00:00:00' -2024-11-20 10:20:43,927 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-20 00:00:00', NHITS = '7337.59', Informer = '7316.53', LSTM = '7313.05', iTransformer = '7342.47', TSMixer = '7344.39', TSMixerx = '7306.89', PatchTST = '7350.64', RNN = '7378.3', GRU = '7405.32', TCN = '7418.54', BiTCN = '7321.07', DilatedRNN = '7320.57', MLP = '7338.04', DLinear = '7387.81', NLinear = '7361.4', TFT = '7362.29', StemGNN = '7351.25', MLPMultivariate = '7331.53', TiDE = '7354.71', DeepNPTS = '7376.74', y = 'nan' WHERE ds = '2024-11-20 00:00:00' -2024-11-20 10:20:43,931 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-21 00:00:00', NHITS = '7317.17', Informer = '7307.52', LSTM = '7316.97', iTransformer = '7328.65', TSMixer = '7332.21', TSMixerx = '7313.82', PatchTST = '7338.19', RNN = '7370.33', GRU = '7411.06', TCN = '7428.94', BiTCN = '7317.81', DilatedRNN = '7327.25', MLP = '7336.69', DLinear = '7338.95', NLinear = '7351.55', TFT = '7367.47', StemGNN = '7347.77', MLPMultivariate = '7312.24', TiDE = '7317.22', DeepNPTS = '7363.68', y = 'nan' WHERE ds = '2024-11-21 00:00:00' -2024-11-20 10:20:43,931 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-21 00:00:00', NHITS = '7317.17', Informer = '7307.52', LSTM = '7316.97', iTransformer = '7328.65', TSMixer = '7332.21', TSMixerx = '7313.82', PatchTST = '7338.19', RNN = '7370.33', GRU = '7411.06', TCN = '7428.94', BiTCN = '7317.81', DilatedRNN = '7327.25', MLP = '7336.69', DLinear = '7338.95', NLinear = '7351.55', TFT = '7367.47', StemGNN = '7347.77', MLPMultivariate = '7312.24', TiDE = '7317.22', DeepNPTS = '7363.68', y = 'nan' WHERE ds = '2024-11-21 00:00:00' -2024-11-20 10:20:43,937 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-22 00:00:00', NHITS = '7297.24', Informer = '7303.13', LSTM = '7326.41', iTransformer = '7326.86', TSMixer = '7312.23', TSMixerx = '7317.62', PatchTST = '7323.69', RNN = '7346.49', GRU = '7403.67', TCN = '7445.02', BiTCN = '7312.61', DilatedRNN = '7330.36', MLP = '7338.74', DLinear = '7334.72', NLinear = '7364.72', TFT = '7364.16', StemGNN = '7336.86', MLPMultivariate = '7308.51', TiDE = '7293.33', DeepNPTS = '7345.68', y = 'nan' WHERE ds = '2024-11-22 00:00:00' -2024-11-20 10:20:43,937 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-22 00:00:00', NHITS = '7297.24', Informer = '7303.13', LSTM = '7326.41', iTransformer = '7326.86', TSMixer = '7312.23', TSMixerx = '7317.62', PatchTST = '7323.69', RNN = '7346.49', GRU = '7403.67', TCN = '7445.02', BiTCN = '7312.61', DilatedRNN = '7330.36', MLP = '7338.74', DLinear = '7334.72', NLinear = '7364.72', TFT = '7364.16', StemGNN = '7336.86', MLPMultivariate = '7308.51', TiDE = '7293.33', DeepNPTS = '7345.68', y = 'nan' WHERE ds = '2024-11-22 00:00:00' -2024-11-20 10:20:43,941 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-25 00:00:00', NHITS = '7303.15', Informer = '7296.9', LSTM = '7344.72', iTransformer = '7335.47', TSMixer = '7295.32', TSMixerx = '7333.21', PatchTST = '7318.15', RNN = '7358.58', GRU = '7420.51', TCN = '7441.58', BiTCN = '7302.02', DilatedRNN = '7356.28', MLP = '7322.75', DLinear = '7303.17', NLinear = '7395.47', TFT = '7359.94', StemGNN = '7359.68', MLPMultivariate = '7302.15', TiDE = '7295.56', DeepNPTS = '7386.05', y = 'nan' WHERE ds = '2024-11-25 00:00:00' -2024-11-20 10:20:43,941 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-25 00:00:00', NHITS = '7303.15', Informer = '7296.9', LSTM = '7344.72', iTransformer = '7335.47', TSMixer = '7295.32', TSMixerx = '7333.21', PatchTST = '7318.15', RNN = '7358.58', GRU = '7420.51', TCN = '7441.58', BiTCN = '7302.02', DilatedRNN = '7356.28', MLP = '7322.75', DLinear = '7303.17', NLinear = '7395.47', TFT = '7359.94', StemGNN = '7359.68', MLPMultivariate = '7302.15', TiDE = '7295.56', DeepNPTS = '7386.05', y = 'nan' WHERE ds = '2024-11-25 00:00:00' -2024-11-20 10:20:43,947 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-26 00:00:00', NHITS = '7291.95', Informer = '7311.98', LSTM = '7373.82', iTransformer = '7342.08', TSMixer = '7280.39', TSMixerx = '7364.26', PatchTST = '7291.85', RNN = '7386.51', GRU = '7420.56', TCN = '7449.44', BiTCN = '7294.83', DilatedRNN = '7374.35', MLP = '7319.28', DLinear = '7310.3', NLinear = '7329.59', TFT = '7357.71', StemGNN = '7349.34', MLPMultivariate = '7286.71', TiDE = '7291.14', DeepNPTS = '7341.73', y = 'nan' WHERE ds = '2024-11-26 00:00:00' -2024-11-20 10:20:43,947 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-26 00:00:00', NHITS = '7291.95', Informer = '7311.98', LSTM = '7373.82', iTransformer = '7342.08', TSMixer = '7280.39', TSMixerx = '7364.26', PatchTST = '7291.85', RNN = '7386.51', GRU = '7420.56', TCN = '7449.44', BiTCN = '7294.83', DilatedRNN = '7374.35', MLP = '7319.28', DLinear = '7310.3', NLinear = '7329.59', TFT = '7357.71', StemGNN = '7349.34', MLPMultivariate = '7286.71', TiDE = '7291.14', DeepNPTS = '7341.73', y = 'nan' WHERE ds = '2024-11-26 00:00:00' -2024-11-20 10:31:20,216 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx -2024-11-20 10:31:20,216 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx -2024-11-20 10:31:20,218 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date -2024-11-20 10:31:20,218 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date -2024-11-20 10:31:48,667 - my_logger - INFO - ɾ²ǰ(2516, 354) -2024-11-20 10:31:48,667 - my_logger - INFO - ɾ²ǰ(2516, 354) -2024-11-20 10:31:49,081 - my_logger - INFO - ɾ²(2516, 314) -2024-11-20 10:31:49,081 - my_logger - INFO - ɾ²(2516, 314) -2024-11-20 10:31:49,085 - my_logger - INFO - ɾԤΪֵк(772, 314) -2024-11-20 10:31:49,085 - my_logger - INFO - ɾԤΪֵк(772, 314) -2024-11-20 10:31:49,086 - my_logger - INFO - ɾȫΪֵк(772, 314) -2024-11-20 10:31:49,086 - my_logger - INFO - ɾȫΪֵк(772, 314) -2024-11-20 10:31:50,798 - my_logger - INFO - ն(218) ܶ(94) 168(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -213 PEڻ̼ -214 PP-1 -215 PP-5 -216 PP-9 -217 y - -[218 rows x 3 columns] -2024-11-20 10:31:50,798 - my_logger - INFO - ն(218) ܶ(94) 168(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -213 PEڻ̼ -214 PP-1 -215 PP-5 -216 PP-9 -217 y - -[218 rows x 3 columns] -2024-11-20 10:31:50,851 - my_logger - INFO - Ϣܹ311,ն(218),ܶ(94),168(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-20 10:31:50,851 - my_logger - INFO - Ϣܹ311,ն(218),ܶ(94),168(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-20 10:31:50,855 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-20 10:31:50,855 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-20 10:31:51,622 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00' -2024-11-20 10:31:51,622 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00' -2024-11-20 10:31:51,625 - my_logger - INFO - ʼѵģ... -2024-11-20 10:31:51,625 - my_logger - INFO - ʼѵģ... -2024-11-20 10:31:51,626 - my_logger - INFO - ģѵ -2024-11-20 10:31:51,626 - my_logger - INFO - ģѵ -2024-11-20 10:31:51,627 - my_logger - INFO - ѵݻͼing -2024-11-20 10:31:51,627 - my_logger - INFO - ѵݻͼing -2024-11-20 10:31:52,411 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-01-30 00:00:00', NHITS = '7314.25', Informer = '7335.76', LSTM = '7255.32', iTransformer = '7375.61', TSMixer = '7296.98', TSMixerx = '7304.24', PatchTST = '7288.53', RNN = '7316.8', GRU = '7357.77', TCN = '7406.36', BiTCN = '7330.32', DilatedRNN = '7284.31', MLP = '7336.16', DLinear = '7282.57', NLinear = '7305.31', TFT = '7289.84', StemGNN = '7306.12', MLPMultivariate = '7295.54', TiDE = '7297.12', DeepNPTS = '7304.88', y = '7315.0' WHERE ds = '2024-01-30 00:00:00' -2024-11-20 10:31:52,411 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-01-30 00:00:00', NHITS = '7314.25', Informer = '7335.76', LSTM = '7255.32', iTransformer = '7375.61', TSMixer = '7296.98', TSMixerx = '7304.24', PatchTST = '7288.53', RNN = '7316.8', GRU = '7357.77', TCN = '7406.36', BiTCN = '7330.32', DilatedRNN = '7284.31', MLP = '7336.16', DLinear = '7282.57', NLinear = '7305.31', TFT = '7289.84', StemGNN = '7306.12', MLPMultivariate = '7295.54', TiDE = '7297.12', DeepNPTS = '7304.88', y = '7315.0' WHERE ds = '2024-01-30 00:00:00' -2024-11-20 10:31:52,414 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-01-31 00:00:00', NHITS = '7313.85', Informer = '7333.85', LSTM = '7260.27', iTransformer = '7376.32', TSMixer = '7306.93', TSMixerx = '7303.91', PatchTST = '7291.97', RNN = '7327.11', GRU = '7364.25', TCN = '7409.82', BiTCN = '7340.18', DilatedRNN = '7298.74', MLP = '7321.85', DLinear = '7294.2', NLinear = '7298.47', TFT = '7302.1', StemGNN = '7304.55', MLPMultivariate = '7299.61', TiDE = '7302.49', DeepNPTS = '7313.87', y = '7302.5' WHERE ds = '2024-01-31 00:00:00' -2024-11-20 10:31:52,414 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-01-31 00:00:00', NHITS = '7313.85', Informer = '7333.85', LSTM = '7260.27', iTransformer = '7376.32', TSMixer = '7306.93', TSMixerx = '7303.91', PatchTST = '7291.97', RNN = '7327.11', GRU = '7364.25', TCN = '7409.82', BiTCN = '7340.18', DilatedRNN = '7298.74', MLP = '7321.85', DLinear = '7294.2', NLinear = '7298.47', TFT = '7302.1', StemGNN = '7304.55', MLPMultivariate = '7299.61', TiDE = '7302.49', DeepNPTS = '7313.87', y = '7302.5' WHERE ds = '2024-01-31 00:00:00' -2024-11-20 10:31:52,417 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-01 00:00:00', NHITS = '7297.0', Informer = '7335.21', LSTM = '7250.98', iTransformer = '7385.46', TSMixer = '7298.8', TSMixerx = '7304.56', PatchTST = '7284.13', RNN = '7314.06', GRU = '7351.66', TCN = '7406.99', BiTCN = '7334.74', DilatedRNN = '7290.45', MLP = '7319.52', DLinear = '7291.02', NLinear = '7287.84', TFT = '7290.86', StemGNN = '7303.42', MLPMultivariate = '7300.2', TiDE = '7301.71', DeepNPTS = '7297.39', y = '7275.0' WHERE ds = '2024-02-01 00:00:00' -2024-11-20 10:31:52,417 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-01 00:00:00', NHITS = '7297.0', Informer = '7335.21', LSTM = '7250.98', iTransformer = '7385.46', TSMixer = '7298.8', TSMixerx = '7304.56', PatchTST = '7284.13', RNN = '7314.06', GRU = '7351.66', TCN = '7406.99', BiTCN = '7334.74', DilatedRNN = '7290.45', MLP = '7319.52', DLinear = '7291.02', NLinear = '7287.84', TFT = '7290.86', StemGNN = '7303.42', MLPMultivariate = '7300.2', TiDE = '7301.71', DeepNPTS = '7297.39', y = '7275.0' WHERE ds = '2024-02-01 00:00:00' -2024-11-20 10:31:52,419 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-02 00:00:00', NHITS = '7275.51', Informer = '7314.77', LSTM = '7233.06', iTransformer = '7349.83', TSMixer = '7272.41', TSMixerx = '7282.94', PatchTST = '7263.86', RNN = '7294.73', GRU = '7330.68', TCN = '7395.3', BiTCN = '7306.72', DilatedRNN = '7260.65', MLP = '7289.64', DLinear = '7278.71', NLinear = '7262.57', TFT = '7266.32', StemGNN = '7300.92', MLPMultivariate = '7272.72', TiDE = '7280.73', DeepNPTS = '7271.37', y = '7242.5' WHERE ds = '2024-02-02 00:00:00' -2024-11-20 10:31:52,419 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-02 00:00:00', NHITS = '7275.51', Informer = '7314.77', LSTM = '7233.06', iTransformer = '7349.83', TSMixer = '7272.41', TSMixerx = '7282.94', PatchTST = '7263.86', RNN = '7294.73', GRU = '7330.68', TCN = '7395.3', BiTCN = '7306.72', DilatedRNN = '7260.65', MLP = '7289.64', DLinear = '7278.71', NLinear = '7262.57', TFT = '7266.32', StemGNN = '7300.92', MLPMultivariate = '7272.72', TiDE = '7280.73', DeepNPTS = '7271.37', y = '7242.5' WHERE ds = '2024-02-02 00:00:00' -2024-11-20 10:31:52,422 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-04 00:00:00', NHITS = '7236.79', Informer = '7273.36', LSTM = '7212.67', iTransformer = '7264.81', TSMixer = '7239.09', TSMixerx = '7232.82', PatchTST = '7228.47', RNN = '7267.82', GRU = '7308.6', TCN = '7378.92', BiTCN = '7271.96', DilatedRNN = '7228.76', MLP = '7248.22', DLinear = '7249.75', NLinear = '7245.09', TFT = '7227.47', StemGNN = '7297.04', MLPMultivariate = '7210.26', TiDE = '7249.74', DeepNPTS = '7287.39', y = '7240.0' WHERE ds = '2024-02-04 00:00:00' -2024-11-20 10:31:52,422 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-04 00:00:00', NHITS = '7236.79', Informer = '7273.36', LSTM = '7212.67', iTransformer = '7264.81', TSMixer = '7239.09', TSMixerx = '7232.82', PatchTST = '7228.47', RNN = '7267.82', GRU = '7308.6', TCN = '7378.92', BiTCN = '7271.96', DilatedRNN = '7228.76', MLP = '7248.22', DLinear = '7249.75', NLinear = '7245.09', TFT = '7227.47', StemGNN = '7297.04', MLPMultivariate = '7210.26', TiDE = '7249.74', DeepNPTS = '7287.39', y = '7240.0' WHERE ds = '2024-02-04 00:00:00' -2024-11-20 10:31:52,424 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-05 00:00:00', NHITS = '7237.9', Informer = '7254.36', LSTM = '7211.69', iTransformer = '7215.08', TSMixer = '7225.67', TSMixerx = '7197.03', PatchTST = '7226.16', RNN = '7266.29', GRU = '7310.45', TCN = '7374.66', BiTCN = '7241.34', DilatedRNN = '7223.16', MLP = '7238.12', DLinear = '7228.83', NLinear = '7231.89', TFT = '7224.25', StemGNN = '7292.84', MLPMultivariate = '7185.72', TiDE = '7230.67', DeepNPTS = '7307.89', y = '7227.5' WHERE ds = '2024-02-05 00:00:00' -2024-11-20 10:31:52,424 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-05 00:00:00', NHITS = '7237.9', Informer = '7254.36', LSTM = '7211.69', iTransformer = '7215.08', TSMixer = '7225.67', TSMixerx = '7197.03', PatchTST = '7226.16', RNN = '7266.29', GRU = '7310.45', TCN = '7374.66', BiTCN = '7241.34', DilatedRNN = '7223.16', MLP = '7238.12', DLinear = '7228.83', NLinear = '7231.89', TFT = '7224.25', StemGNN = '7292.84', MLPMultivariate = '7185.72', TiDE = '7230.67', DeepNPTS = '7307.89', y = '7227.5' WHERE ds = '2024-02-05 00:00:00' -2024-11-20 10:31:52,426 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-06 00:00:00', NHITS = '7224.19', Informer = '7245.77', LSTM = '7203.25', iTransformer = '7200.75', TSMixer = '7215.03', TSMixerx = '7174.85', PatchTST = '7206.81', RNN = '7257.77', GRU = '7300.49', TCN = '7369.7', BiTCN = '7214.12', DilatedRNN = '7210.87', MLP = '7217.43', DLinear = '7212.0', NLinear = '7214.21', TFT = '7214.99', StemGNN = '7288.06', MLPMultivariate = '7159.48', TiDE = '7215.9', DeepNPTS = '7300.92', y = '7246.67' WHERE ds = '2024-02-06 00:00:00' -2024-11-20 10:31:52,426 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-06 00:00:00', NHITS = '7224.19', Informer = '7245.77', LSTM = '7203.25', iTransformer = '7200.75', TSMixer = '7215.03', TSMixerx = '7174.85', PatchTST = '7206.81', RNN = '7257.77', GRU = '7300.49', TCN = '7369.7', BiTCN = '7214.12', DilatedRNN = '7210.87', MLP = '7217.43', DLinear = '7212.0', NLinear = '7214.21', TFT = '7214.99', StemGNN = '7288.06', MLPMultivariate = '7159.48', TiDE = '7215.9', DeepNPTS = '7300.92', y = '7246.67' WHERE ds = '2024-02-06 00:00:00' -2024-11-20 10:31:52,428 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-07 00:00:00', NHITS = '7237.08', Informer = '7241.63', LSTM = '7216.83', iTransformer = '7221.2', TSMixer = '7226.42', TSMixerx = '7222.58', PatchTST = '7234.44', RNN = '7277.5', GRU = '7317.63', TCN = '7377.89', BiTCN = '7198.22', DilatedRNN = '7229.34', MLP = '7228.86', DLinear = '7227.31', NLinear = '7229.82', TFT = '7221.54', StemGNN = '7284.15', MLPMultivariate = '7172.75', TiDE = '7230.4', DeepNPTS = '7282.88', y = '7255.0' WHERE ds = '2024-02-07 00:00:00' -2024-11-20 10:31:52,428 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-07 00:00:00', NHITS = '7237.08', Informer = '7241.63', LSTM = '7216.83', iTransformer = '7221.2', TSMixer = '7226.42', TSMixerx = '7222.58', PatchTST = '7234.44', RNN = '7277.5', GRU = '7317.63', TCN = '7377.89', BiTCN = '7198.22', DilatedRNN = '7229.34', MLP = '7228.86', DLinear = '7227.31', NLinear = '7229.82', TFT = '7221.54', StemGNN = '7284.15', MLPMultivariate = '7172.75', TiDE = '7230.4', DeepNPTS = '7282.88', y = '7255.0' WHERE ds = '2024-02-07 00:00:00' -2024-11-20 10:31:52,430 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-08 00:00:00', NHITS = '7249.03', Informer = '7225.22', LSTM = '7221.61', iTransformer = '7236.65', TSMixer = '7242.4', TSMixerx = '7235.89', PatchTST = '7252.49', RNN = '7285.7', GRU = '7321.4', TCN = '7382.84', BiTCN = '7189.21', DilatedRNN = '7239.06', MLP = '7239.93', DLinear = '7231.63', NLinear = '7251.7', TFT = '7236.11', StemGNN = '7280.63', MLPMultivariate = '7193.89', TiDE = '7252.08', DeepNPTS = '7254.66', y = '7270.0' WHERE ds = '2024-02-08 00:00:00' -2024-11-20 10:31:52,430 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-08 00:00:00', NHITS = '7249.03', Informer = '7225.22', LSTM = '7221.61', iTransformer = '7236.65', TSMixer = '7242.4', TSMixerx = '7235.89', PatchTST = '7252.49', RNN = '7285.7', GRU = '7321.4', TCN = '7382.84', BiTCN = '7189.21', DilatedRNN = '7239.06', MLP = '7239.93', DLinear = '7231.63', NLinear = '7251.7', TFT = '7236.11', StemGNN = '7280.63', MLPMultivariate = '7193.89', TiDE = '7252.08', DeepNPTS = '7254.66', y = '7270.0' WHERE ds = '2024-02-08 00:00:00' -2024-11-20 10:31:52,432 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-18 00:00:00', NHITS = '7257.58', Informer = '7232.66', LSTM = '7232.76', iTransformer = '7247.51', TSMixer = '7258.08', TSMixerx = '7252.65', PatchTST = '7269.86', RNN = '7295.25', GRU = '7334.03', TCN = '7388.26', BiTCN = '7192.33', DilatedRNN = '7253.86', MLP = '7251.03', DLinear = '7230.31', NLinear = '7268.39', TFT = '7263.02', StemGNN = '7278.08', MLPMultivariate = '7215.18', TiDE = '7272.44', DeepNPTS = '7244.53', y = '7336.67' WHERE ds = '2024-02-18 00:00:00' -2024-11-20 10:31:52,432 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-18 00:00:00', NHITS = '7257.58', Informer = '7232.66', LSTM = '7232.76', iTransformer = '7247.51', TSMixer = '7258.08', TSMixerx = '7252.65', PatchTST = '7269.86', RNN = '7295.25', GRU = '7334.03', TCN = '7388.26', BiTCN = '7192.33', DilatedRNN = '7253.86', MLP = '7251.03', DLinear = '7230.31', NLinear = '7268.39', TFT = '7263.02', StemGNN = '7278.08', MLPMultivariate = '7215.18', TiDE = '7272.44', DeepNPTS = '7244.53', y = '7336.67' WHERE ds = '2024-02-18 00:00:00' -2024-11-20 10:31:52,435 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-19 00:00:00', NHITS = '7329.8', Informer = '7284.9', LSTM = '7279.87', iTransformer = '7271.41', TSMixer = '7312.25', TSMixerx = '7328.12', PatchTST = '7333.28', RNN = '7359.55', GRU = '7391.84', TCN = '7412.85', BiTCN = '7285.85', DilatedRNN = '7321.05', MLP = '7295.19', DLinear = '7280.82', NLinear = '7344.06', TFT = '7349.32', StemGNN = '7277.16', MLPMultivariate = '7268.04', TiDE = '7323.31', DeepNPTS = '7273.12', y = '7350.0' WHERE ds = '2024-02-19 00:00:00' -2024-11-20 10:31:52,435 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-19 00:00:00', NHITS = '7329.8', Informer = '7284.9', LSTM = '7279.87', iTransformer = '7271.41', TSMixer = '7312.25', TSMixerx = '7328.12', PatchTST = '7333.28', RNN = '7359.55', GRU = '7391.84', TCN = '7412.85', BiTCN = '7285.85', DilatedRNN = '7321.05', MLP = '7295.19', DLinear = '7280.82', NLinear = '7344.06', TFT = '7349.32', StemGNN = '7277.16', MLPMultivariate = '7268.04', TiDE = '7323.31', DeepNPTS = '7273.12', y = '7350.0' WHERE ds = '2024-02-19 00:00:00' -2024-11-20 10:31:52,438 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-20 00:00:00', NHITS = '7343.01', Informer = '7301.36', LSTM = '7287.02', iTransformer = '7283.48', TSMixer = '7338.11', TSMixerx = '7398.41', PatchTST = '7344.57', RNN = '7358.8', GRU = '7393.28', TCN = '7424.57', BiTCN = '7353.08', DilatedRNN = '7341.83', MLP = '7322.19', DLinear = '7304.78', NLinear = '7354.74', TFT = '7371.01', StemGNN = '7276.7', MLPMultivariate = '7309.68', TiDE = '7334.03', DeepNPTS = '7338.48', y = '7335.0' WHERE ds = '2024-02-20 00:00:00' -2024-11-20 10:31:52,438 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-20 00:00:00', NHITS = '7343.01', Informer = '7301.36', LSTM = '7287.02', iTransformer = '7283.48', TSMixer = '7338.11', TSMixerx = '7398.41', PatchTST = '7344.57', RNN = '7358.8', GRU = '7393.28', TCN = '7424.57', BiTCN = '7353.08', DilatedRNN = '7341.83', MLP = '7322.19', DLinear = '7304.78', NLinear = '7354.74', TFT = '7371.01', StemGNN = '7276.7', MLPMultivariate = '7309.68', TiDE = '7334.03', DeepNPTS = '7338.48', y = '7335.0' WHERE ds = '2024-02-20 00:00:00' -2024-11-20 10:31:52,440 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-21 00:00:00', NHITS = '7331.02', Informer = '7289.8', LSTM = '7277.52', iTransformer = '7284.16', TSMixer = '7334.13', TSMixerx = '7417.16', PatchTST = '7333.0', RNN = '7344.13', GRU = '7379.12', TCN = '7429.64', BiTCN = '7381.22', DilatedRNN = '7344.5', MLP = '7320.66', DLinear = '7332.96', NLinear = '7337.17', TFT = '7360.45', StemGNN = '7275.86', MLPMultivariate = '7320.94', TiDE = '7325.44', DeepNPTS = '7337.84', y = '7297.5' WHERE ds = '2024-02-21 00:00:00' -2024-11-20 10:31:52,440 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-21 00:00:00', NHITS = '7331.02', Informer = '7289.8', LSTM = '7277.52', iTransformer = '7284.16', TSMixer = '7334.13', TSMixerx = '7417.16', PatchTST = '7333.0', RNN = '7344.13', GRU = '7379.12', TCN = '7429.64', BiTCN = '7381.22', DilatedRNN = '7344.5', MLP = '7320.66', DLinear = '7332.96', NLinear = '7337.17', TFT = '7360.45', StemGNN = '7275.86', MLPMultivariate = '7320.94', TiDE = '7325.44', DeepNPTS = '7337.84', y = '7297.5' WHERE ds = '2024-02-21 00:00:00' -2024-11-20 10:31:52,442 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-22 00:00:00', NHITS = '7286.55', Informer = '7266.5', LSTM = '7249.85', iTransformer = '7285.34', TSMixer = '7304.14', TSMixerx = '7392.3', PatchTST = '7305.8', RNN = '7314.63', GRU = '7345.37', TCN = '7420.07', BiTCN = '7373.2', DilatedRNN = '7311.53', MLP = '7302.57', DLinear = '7318.15', NLinear = '7298.16', TFT = '7284.19', StemGNN = '7273.93', MLPMultivariate = '7304.0', TiDE = '7292.32', DeepNPTS = '7342.6', y = '7285.0' WHERE ds = '2024-02-22 00:00:00' -2024-11-20 10:31:52,442 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-22 00:00:00', NHITS = '7286.55', Informer = '7266.5', LSTM = '7249.85', iTransformer = '7285.34', TSMixer = '7304.14', TSMixerx = '7392.3', PatchTST = '7305.8', RNN = '7314.63', GRU = '7345.37', TCN = '7420.07', BiTCN = '7373.2', DilatedRNN = '7311.53', MLP = '7302.57', DLinear = '7318.15', NLinear = '7298.16', TFT = '7284.19', StemGNN = '7273.93', MLPMultivariate = '7304.0', TiDE = '7292.32', DeepNPTS = '7342.6', y = '7285.0' WHERE ds = '2024-02-22 00:00:00' -2024-11-20 10:31:52,444 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-23 00:00:00', NHITS = '7272.61', Informer = '7258.89', LSTM = '7241.55', iTransformer = '7287.63', TSMixer = '7288.24', TSMixerx = '7365.99', PatchTST = '7296.96', RNN = '7295.77', GRU = '7340.09', TCN = '7413.29', BiTCN = '7359.23', DilatedRNN = '7296.67', MLP = '7292.49', DLinear = '7303.51', NLinear = '7281.81', TFT = '7269.99', StemGNN = '7271.49', MLPMultivariate = '7289.99', TiDE = '7281.0', DeepNPTS = '7323.98', y = '7306.67' WHERE ds = '2024-02-23 00:00:00' -2024-11-20 10:31:52,444 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-23 00:00:00', NHITS = '7272.61', Informer = '7258.89', LSTM = '7241.55', iTransformer = '7287.63', TSMixer = '7288.24', TSMixerx = '7365.99', PatchTST = '7296.96', RNN = '7295.77', GRU = '7340.09', TCN = '7413.29', BiTCN = '7359.23', DilatedRNN = '7296.67', MLP = '7292.49', DLinear = '7303.51', NLinear = '7281.81', TFT = '7269.99', StemGNN = '7271.49', MLPMultivariate = '7289.99', TiDE = '7281.0', DeepNPTS = '7323.98', y = '7306.67' WHERE ds = '2024-02-23 00:00:00' -2024-11-20 10:31:52,446 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-26 00:00:00', NHITS = '7318.19', Informer = '7258.93', LSTM = '7254.44', iTransformer = '7295.47', TSMixer = '7299.03', TSMixerx = '7362.35', PatchTST = '7321.52', RNN = '7317.68', GRU = '7358.98', TCN = '7413.28', BiTCN = '7357.37', DilatedRNN = '7301.95', MLP = '7320.65', DLinear = '7296.1', NLinear = '7301.41', TFT = '7307.13', StemGNN = '7269.8', MLPMultivariate = '7306.61', TiDE = '7295.1', DeepNPTS = '7371.11', y = '7292.5' WHERE ds = '2024-02-26 00:00:00' -2024-11-20 10:31:52,446 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-26 00:00:00', NHITS = '7318.19', Informer = '7258.93', LSTM = '7254.44', iTransformer = '7295.47', TSMixer = '7299.03', TSMixerx = '7362.35', PatchTST = '7321.52', RNN = '7317.68', GRU = '7358.98', TCN = '7413.28', BiTCN = '7357.37', DilatedRNN = '7301.95', MLP = '7320.65', DLinear = '7296.1', NLinear = '7301.41', TFT = '7307.13', StemGNN = '7269.8', MLPMultivariate = '7306.61', TiDE = '7295.1', DeepNPTS = '7371.11', y = '7292.5' WHERE ds = '2024-02-26 00:00:00' -2024-11-20 10:31:52,448 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-27 00:00:00', NHITS = '7324.57', Informer = '7251.97', LSTM = '7242.58', iTransformer = '7290.08', TSMixer = '7297.98', TSMixerx = '7317.99', PatchTST = '7297.46', RNN = '7304.28', GRU = '7342.81', TCN = '7408.67', BiTCN = '7340.79', DilatedRNN = '7289.78', MLP = '7327.02', DLinear = '7292.81', NLinear = '7282.36', TFT = '7282.91', StemGNN = '7268.05', MLPMultivariate = '7299.63', TiDE = '7286.47', DeepNPTS = '7368.65', y = '7306.67' WHERE ds = '2024-02-27 00:00:00' -2024-11-20 10:31:52,448 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-27 00:00:00', NHITS = '7324.57', Informer = '7251.97', LSTM = '7242.58', iTransformer = '7290.08', TSMixer = '7297.98', TSMixerx = '7317.99', PatchTST = '7297.46', RNN = '7304.28', GRU = '7342.81', TCN = '7408.67', BiTCN = '7340.79', DilatedRNN = '7289.78', MLP = '7327.02', DLinear = '7292.81', NLinear = '7282.36', TFT = '7282.91', StemGNN = '7268.05', MLPMultivariate = '7299.63', TiDE = '7286.47', DeepNPTS = '7368.65', y = '7306.67' WHERE ds = '2024-02-27 00:00:00' -2024-11-20 10:31:52,451 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-28 00:00:00', NHITS = '7352.75', Informer = '7295.49', LSTM = '7254.83', iTransformer = '7276.21', TSMixer = '7302.82', TSMixerx = '7348.5', PatchTST = '7323.02', RNN = '7324.8', GRU = '7359.94', TCN = '7413.98', BiTCN = '7330.58', DilatedRNN = '7305.92', MLP = '7341.13', DLinear = '7310.9', NLinear = '7305.61', TFT = '7301.83', StemGNN = '7266.96', MLPMultivariate = '7303.46', TiDE = '7303.91', DeepNPTS = '7380.02', y = '7353.33' WHERE ds = '2024-02-28 00:00:00' -2024-11-20 10:31:52,451 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-28 00:00:00', NHITS = '7352.75', Informer = '7295.49', LSTM = '7254.83', iTransformer = '7276.21', TSMixer = '7302.82', TSMixerx = '7348.5', PatchTST = '7323.02', RNN = '7324.8', GRU = '7359.94', TCN = '7413.98', BiTCN = '7330.58', DilatedRNN = '7305.92', MLP = '7341.13', DLinear = '7310.9', NLinear = '7305.61', TFT = '7301.83', StemGNN = '7266.96', MLPMultivariate = '7303.46', TiDE = '7303.91', DeepNPTS = '7380.02', y = '7353.33' WHERE ds = '2024-02-28 00:00:00' -2024-11-20 10:31:52,454 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-29 00:00:00', NHITS = '7365.17', Informer = '7313.22', LSTM = '7288.96', iTransformer = '7293.72', TSMixer = '7334.31', TSMixerx = '7378.47', PatchTST = '7368.02', RNN = '7371.75', GRU = '7401.12', TCN = '7425.51', BiTCN = '7341.83', DilatedRNN = '7336.51', MLP = '7371.22', DLinear = '7333.33', NLinear = '7360.72', TFT = '7354.87', StemGNN = '7266.78', MLPMultivariate = '7327.83', TiDE = '7343.33', DeepNPTS = '7374.52', y = '7325.0' WHERE ds = '2024-02-29 00:00:00' -2024-11-20 10:31:52,454 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-29 00:00:00', NHITS = '7365.17', Informer = '7313.22', LSTM = '7288.96', iTransformer = '7293.72', TSMixer = '7334.31', TSMixerx = '7378.47', PatchTST = '7368.02', RNN = '7371.75', GRU = '7401.12', TCN = '7425.51', BiTCN = '7341.83', DilatedRNN = '7336.51', MLP = '7371.22', DLinear = '7333.33', NLinear = '7360.72', TFT = '7354.87', StemGNN = '7266.78', MLPMultivariate = '7327.83', TiDE = '7343.33', DeepNPTS = '7374.52', y = '7325.0' WHERE ds = '2024-02-29 00:00:00' -2024-11-20 10:31:52,457 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-01 00:00:00', NHITS = '7320.5', Informer = '7306.35', LSTM = '7263.73', iTransformer = '7277.35', TSMixer = '7322.0', TSMixerx = '7343.2', PatchTST = '7329.76', RNN = '7327.44', GRU = '7364.73', TCN = '7416.31', BiTCN = '7322.68', DilatedRNN = '7306.52', MLP = '7337.22', DLinear = '7315.45', NLinear = '7335.42', TFT = '7314.74', StemGNN = '7266.41', MLPMultivariate = '7308.63', TiDE = '7327.13', DeepNPTS = '7294.14', y = '7343.33' WHERE ds = '2024-03-01 00:00:00' -2024-11-20 10:31:52,457 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-01 00:00:00', NHITS = '7320.5', Informer = '7306.35', LSTM = '7263.73', iTransformer = '7277.35', TSMixer = '7322.0', TSMixerx = '7343.2', PatchTST = '7329.76', RNN = '7327.44', GRU = '7364.73', TCN = '7416.31', BiTCN = '7322.68', DilatedRNN = '7306.52', MLP = '7337.22', DLinear = '7315.45', NLinear = '7335.42', TFT = '7314.74', StemGNN = '7266.41', MLPMultivariate = '7308.63', TiDE = '7327.13', DeepNPTS = '7294.14', y = '7343.33' WHERE ds = '2024-03-01 00:00:00' -2024-11-20 10:31:52,459 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-04 00:00:00', NHITS = '7334.56', Informer = '7330.43', LSTM = '7283.3', iTransformer = '7276.89', TSMixer = '7330.63', TSMixerx = '7344.31', PatchTST = '7334.27', RNN = '7357.22', GRU = '7391.92', TCN = '7422.3', BiTCN = '7315.67', DilatedRNN = '7328.23', MLP = '7328.13', DLinear = '7333.05', NLinear = '7339.2', TFT = '7314.98', StemGNN = '7266.39', MLPMultivariate = '7306.47', TiDE = '7342.18', DeepNPTS = '7296.81', y = '7330.0' WHERE ds = '2024-03-04 00:00:00' -2024-11-20 10:31:52,459 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-04 00:00:00', NHITS = '7334.56', Informer = '7330.43', LSTM = '7283.3', iTransformer = '7276.89', TSMixer = '7330.63', TSMixerx = '7344.31', PatchTST = '7334.27', RNN = '7357.22', GRU = '7391.92', TCN = '7422.3', BiTCN = '7315.67', DilatedRNN = '7328.23', MLP = '7328.13', DLinear = '7333.05', NLinear = '7339.2', TFT = '7314.98', StemGNN = '7266.39', MLPMultivariate = '7306.47', TiDE = '7342.18', DeepNPTS = '7296.81', y = '7330.0' WHERE ds = '2024-03-04 00:00:00' -2024-11-20 10:31:52,461 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-05 00:00:00', NHITS = '7309.45', Informer = '7325.04', LSTM = '7267.88', iTransformer = '7277.67', TSMixer = '7326.97', TSMixerx = '7335.79', PatchTST = '7319.16', RNN = '7340.15', GRU = '7370.5', TCN = '7418.13', BiTCN = '7305.37', DilatedRNN = '7318.76', MLP = '7320.53', DLinear = '7326.05', NLinear = '7321.28', TFT = '7293.51', StemGNN = '7266.15', MLPMultivariate = '7303.62', TiDE = '7328.04', DeepNPTS = '7281.27', y = '7310.0' WHERE ds = '2024-03-05 00:00:00' -2024-11-20 10:31:52,461 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-05 00:00:00', NHITS = '7309.45', Informer = '7325.04', LSTM = '7267.88', iTransformer = '7277.67', TSMixer = '7326.97', TSMixerx = '7335.79', PatchTST = '7319.16', RNN = '7340.15', GRU = '7370.5', TCN = '7418.13', BiTCN = '7305.37', DilatedRNN = '7318.76', MLP = '7320.53', DLinear = '7326.05', NLinear = '7321.28', TFT = '7293.51', StemGNN = '7266.15', MLPMultivariate = '7303.62', TiDE = '7328.04', DeepNPTS = '7281.27', y = '7310.0' WHERE ds = '2024-03-05 00:00:00' -2024-11-20 10:31:52,463 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-06 00:00:00', NHITS = '7304.78', Informer = '7318.4', LSTM = '7255.75', iTransformer = '7276.86', TSMixer = '7305.71', TSMixerx = '7311.24', PatchTST = '7313.83', RNN = '7311.53', GRU = '7357.06', TCN = '7412.45', BiTCN = '7301.94', DilatedRNN = '7304.3', MLP = '7315.76', DLinear = '7309.79', NLinear = '7297.15', TFT = '7279.6', StemGNN = '7265.64', MLPMultivariate = '7295.52', TiDE = '7301.35', DeepNPTS = '7288.95', y = '7297.5' WHERE ds = '2024-03-06 00:00:00' -2024-11-20 10:31:52,463 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-06 00:00:00', NHITS = '7304.78', Informer = '7318.4', LSTM = '7255.75', iTransformer = '7276.86', TSMixer = '7305.71', TSMixerx = '7311.24', PatchTST = '7313.83', RNN = '7311.53', GRU = '7357.06', TCN = '7412.45', BiTCN = '7301.94', DilatedRNN = '7304.3', MLP = '7315.76', DLinear = '7309.79', NLinear = '7297.15', TFT = '7279.6', StemGNN = '7265.64', MLPMultivariate = '7295.52', TiDE = '7301.35', DeepNPTS = '7288.95', y = '7297.5' WHERE ds = '2024-03-06 00:00:00' -2024-11-20 10:31:52,465 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-07 00:00:00', NHITS = '7302.21', Informer = '7321.25', LSTM = '7246.71', iTransformer = '7271.87', TSMixer = '7294.17', TSMixerx = '7309.87', PatchTST = '7308.66', RNN = '7314.28', GRU = '7347.75', TCN = '7407.47', BiTCN = '7294.43', DilatedRNN = '7290.02', MLP = '7319.87', DLinear = '7285.87', NLinear = '7297.02', TFT = '7274.12', StemGNN = '7264.97', MLPMultivariate = '7290.85', TiDE = '7293.32', DeepNPTS = '7295.53', y = '7290.0' WHERE ds = '2024-03-07 00:00:00' -2024-11-20 10:31:52,465 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-07 00:00:00', NHITS = '7302.21', Informer = '7321.25', LSTM = '7246.71', iTransformer = '7271.87', TSMixer = '7294.17', TSMixerx = '7309.87', PatchTST = '7308.66', RNN = '7314.28', GRU = '7347.75', TCN = '7407.47', BiTCN = '7294.43', DilatedRNN = '7290.02', MLP = '7319.87', DLinear = '7285.87', NLinear = '7297.02', TFT = '7274.12', StemGNN = '7264.97', MLPMultivariate = '7290.85', TiDE = '7293.32', DeepNPTS = '7295.53', y = '7290.0' WHERE ds = '2024-03-07 00:00:00' -2024-11-20 10:31:52,468 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-08 00:00:00', NHITS = '7292.95', Informer = '7299.1', LSTM = '7241.47', iTransformer = '7246.3', TSMixer = '7288.79', TSMixerx = '7302.01', PatchTST = '7299.54', RNN = '7302.63', GRU = '7343.0', TCN = '7403.52', BiTCN = '7279.52', DilatedRNN = '7288.72', MLP = '7290.22', DLinear = '7284.58', NLinear = '7288.43', TFT = '7271.91', StemGNN = '7264.57', MLPMultivariate = '7279.09', TiDE = '7290.29', DeepNPTS = '7294.8', y = '7295.0' WHERE ds = '2024-03-08 00:00:00' -2024-11-20 10:31:52,468 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-08 00:00:00', NHITS = '7292.95', Informer = '7299.1', LSTM = '7241.47', iTransformer = '7246.3', TSMixer = '7288.79', TSMixerx = '7302.01', PatchTST = '7299.54', RNN = '7302.63', GRU = '7343.0', TCN = '7403.52', BiTCN = '7279.52', DilatedRNN = '7288.72', MLP = '7290.22', DLinear = '7284.58', NLinear = '7288.43', TFT = '7271.91', StemGNN = '7264.57', MLPMultivariate = '7279.09', TiDE = '7290.29', DeepNPTS = '7294.8', y = '7295.0' WHERE ds = '2024-03-08 00:00:00' -2024-11-20 10:31:52,471 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-11 00:00:00', NHITS = '7283.5', Informer = '7308.73', LSTM = '7245.06', iTransformer = '7233.56', TSMixer = '7289.62', TSMixerx = '7272.81', PatchTST = '7302.29', RNN = '7308.69', GRU = '7348.58', TCN = '7402.53', BiTCN = '7275.18', DilatedRNN = '7290.97', MLP = '7265.94', DLinear = '7297.8', NLinear = '7293.46', TFT = '7274.37', StemGNN = '7264.62', MLPMultivariate = '7276.64', TiDE = '7289.43', DeepNPTS = '7294.81', y = '7285.0' WHERE ds = '2024-03-11 00:00:00' -2024-11-20 10:31:52,471 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-11 00:00:00', NHITS = '7283.5', Informer = '7308.73', LSTM = '7245.06', iTransformer = '7233.56', TSMixer = '7289.62', TSMixerx = '7272.81', PatchTST = '7302.29', RNN = '7308.69', GRU = '7348.58', TCN = '7402.53', BiTCN = '7275.18', DilatedRNN = '7290.97', MLP = '7265.94', DLinear = '7297.8', NLinear = '7293.46', TFT = '7274.37', StemGNN = '7264.62', MLPMultivariate = '7276.64', TiDE = '7289.43', DeepNPTS = '7294.81', y = '7285.0' WHERE ds = '2024-03-11 00:00:00' -2024-11-20 10:31:52,473 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-12 00:00:00', NHITS = '7264.78', Informer = '7291.06', LSTM = '7238.1', iTransformer = '7239.95', TSMixer = '7277.58', TSMixerx = '7269.54', PatchTST = '7282.67', RNN = '7303.06', GRU = '7339.16', TCN = '7395.51', BiTCN = '7277.12', DilatedRNN = '7280.3', MLP = '7244.14', DLinear = '7296.69', NLinear = '7275.29', TFT = '7269.44', StemGNN = '7265.88', MLPMultivariate = '7271.18', TiDE = '7270.28', DeepNPTS = '7285.48', y = '7283.33' WHERE ds = '2024-03-12 00:00:00' -2024-11-20 10:31:52,473 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-12 00:00:00', NHITS = '7264.78', Informer = '7291.06', LSTM = '7238.1', iTransformer = '7239.95', TSMixer = '7277.58', TSMixerx = '7269.54', PatchTST = '7282.67', RNN = '7303.06', GRU = '7339.16', TCN = '7395.51', BiTCN = '7277.12', DilatedRNN = '7280.3', MLP = '7244.14', DLinear = '7296.69', NLinear = '7275.29', TFT = '7269.44', StemGNN = '7265.88', MLPMultivariate = '7271.18', TiDE = '7270.28', DeepNPTS = '7285.48', y = '7283.33' WHERE ds = '2024-03-12 00:00:00' -2024-11-20 10:31:52,475 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-13 00:00:00', NHITS = '7256.37', Informer = '7287.32', LSTM = '7238.44', iTransformer = '7251.53', TSMixer = '7272.1', TSMixerx = '7275.87', PatchTST = '7280.45', RNN = '7301.9', GRU = '7340.35', TCN = '7398.0', BiTCN = '7269.77', DilatedRNN = '7285.73', MLP = '7238.05', DLinear = '7303.68', NLinear = '7278.15', TFT = '7276.54', StemGNN = '7267.4', MLPMultivariate = '7268.86', TiDE = '7272.17', DeepNPTS = '7252.64', y = '7285.0' WHERE ds = '2024-03-13 00:00:00' -2024-11-20 10:31:52,475 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-13 00:00:00', NHITS = '7256.37', Informer = '7287.32', LSTM = '7238.44', iTransformer = '7251.53', TSMixer = '7272.1', TSMixerx = '7275.87', PatchTST = '7280.45', RNN = '7301.9', GRU = '7340.35', TCN = '7398.0', BiTCN = '7269.77', DilatedRNN = '7285.73', MLP = '7238.05', DLinear = '7303.68', NLinear = '7278.15', TFT = '7276.54', StemGNN = '7267.4', MLPMultivariate = '7268.86', TiDE = '7272.17', DeepNPTS = '7252.64', y = '7285.0' WHERE ds = '2024-03-13 00:00:00' -2024-11-20 10:31:52,478 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-14 00:00:00', NHITS = '7269.4', Informer = '7282.06', LSTM = '7239.51', iTransformer = '7265.08', TSMixer = '7275.51', TSMixerx = '7277.1', PatchTST = '7283.45', RNN = '7304.5', GRU = '7341.46', TCN = '7397.56', BiTCN = '7280.69', DilatedRNN = '7284.09', MLP = '7251.88', DLinear = '7273.88', NLinear = '7288.42', TFT = '7290.29', StemGNN = '7270.84', MLPMultivariate = '7275.91', TiDE = '7281.04', DeepNPTS = '7264.11', y = '7277.5' WHERE ds = '2024-03-14 00:00:00' -2024-11-20 10:31:52,478 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-14 00:00:00', NHITS = '7269.4', Informer = '7282.06', LSTM = '7239.51', iTransformer = '7265.08', TSMixer = '7275.51', TSMixerx = '7277.1', PatchTST = '7283.45', RNN = '7304.5', GRU = '7341.46', TCN = '7397.56', BiTCN = '7280.69', DilatedRNN = '7284.09', MLP = '7251.88', DLinear = '7273.88', NLinear = '7288.42', TFT = '7290.29', StemGNN = '7270.84', MLPMultivariate = '7275.91', TiDE = '7281.04', DeepNPTS = '7264.11', y = '7277.5' WHERE ds = '2024-03-14 00:00:00' -2024-11-20 10:31:52,480 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-15 00:00:00', NHITS = '7264.23', Informer = '7275.59', LSTM = '7234.82', iTransformer = '7272.71', TSMixer = '7271.08', TSMixerx = '7262.54', PatchTST = '7274.31', RNN = '7295.47', GRU = '7335.31', TCN = '7395.98', BiTCN = '7277.6', DilatedRNN = '7279.69', MLP = '7256.92', DLinear = '7252.44', NLinear = '7269.11', TFT = '7283.47', StemGNN = '7273.29', MLPMultivariate = '7276.28', TiDE = '7279.45', DeepNPTS = '7273.04', y = '7353.33' WHERE ds = '2024-03-15 00:00:00' -2024-11-20 10:31:52,480 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-15 00:00:00', NHITS = '7264.23', Informer = '7275.59', LSTM = '7234.82', iTransformer = '7272.71', TSMixer = '7271.08', TSMixerx = '7262.54', PatchTST = '7274.31', RNN = '7295.47', GRU = '7335.31', TCN = '7395.98', BiTCN = '7277.6', DilatedRNN = '7279.69', MLP = '7256.92', DLinear = '7252.44', NLinear = '7269.11', TFT = '7283.47', StemGNN = '7273.29', MLPMultivariate = '7276.28', TiDE = '7279.45', DeepNPTS = '7273.04', y = '7353.33' WHERE ds = '2024-03-15 00:00:00' -2024-11-20 10:31:52,482 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-18 00:00:00', NHITS = '7339.36', Informer = '7324.94', LSTM = '7292.13', iTransformer = '7287.28', TSMixer = '7320.05', TSMixerx = '7302.48', PatchTST = '7366.6', RNN = '7371.87', GRU = '7407.54', TCN = '7422.89', BiTCN = '7304.87', DilatedRNN = '7348.6', MLP = '7314.84', DLinear = '7304.7', NLinear = '7353.23', TFT = '7347.31', StemGNN = '7276.14', MLPMultivariate = '7311.7', TiDE = '7330.94', DeepNPTS = '7344.93', y = '7387.5' WHERE ds = '2024-03-18 00:00:00' -2024-11-20 10:31:52,482 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-18 00:00:00', NHITS = '7339.36', Informer = '7324.94', LSTM = '7292.13', iTransformer = '7287.28', TSMixer = '7320.05', TSMixerx = '7302.48', PatchTST = '7366.6', RNN = '7371.87', GRU = '7407.54', TCN = '7422.89', BiTCN = '7304.87', DilatedRNN = '7348.6', MLP = '7314.84', DLinear = '7304.7', NLinear = '7353.23', TFT = '7347.31', StemGNN = '7276.14', MLPMultivariate = '7311.7', TiDE = '7330.94', DeepNPTS = '7344.93', y = '7387.5' WHERE ds = '2024-03-18 00:00:00' -2024-11-20 10:31:52,485 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-19 00:00:00', NHITS = '7388.08', Informer = '7385.8', LSTM = '7320.49', iTransformer = '7300.95', TSMixer = '7361.99', TSMixerx = '7336.57', PatchTST = '7386.98', RNN = '7397.01', GRU = '7427.54', TCN = '7439.6', BiTCN = '7311.0', DilatedRNN = '7378.46', MLP = '7361.53', DLinear = '7326.46', NLinear = '7392.8', TFT = '7379.9', StemGNN = '7277.91', MLPMultivariate = '7348.62', TiDE = '7363.5', DeepNPTS = '7387.24', y = '7435.0' WHERE ds = '2024-03-19 00:00:00' -2024-11-20 10:31:52,485 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-19 00:00:00', NHITS = '7388.08', Informer = '7385.8', LSTM = '7320.49', iTransformer = '7300.95', TSMixer = '7361.99', TSMixerx = '7336.57', PatchTST = '7386.98', RNN = '7397.01', GRU = '7427.54', TCN = '7439.6', BiTCN = '7311.0', DilatedRNN = '7378.46', MLP = '7361.53', DLinear = '7326.46', NLinear = '7392.8', TFT = '7379.9', StemGNN = '7277.91', MLPMultivariate = '7348.62', TiDE = '7363.5', DeepNPTS = '7387.24', y = '7435.0' WHERE ds = '2024-03-19 00:00:00' -2024-11-20 10:31:52,488 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-20 00:00:00', NHITS = '7446.17', Informer = '7409.96', LSTM = '7390.64', iTransformer = '7318.43', TSMixer = '7404.71', TSMixerx = '7354.35', PatchTST = '7446.15', RNN = '7449.59', GRU = '7481.41', TCN = '7465.93', BiTCN = '7324.92', DilatedRNN = '7439.02', MLP = '7414.86', DLinear = '7384.65', NLinear = '7440.51', TFT = '7410.61', StemGNN = '7279.73', MLPMultivariate = '7384.11', TiDE = '7415.17', DeepNPTS = '7432.14', y = '7460.0' WHERE ds = '2024-03-20 00:00:00' -2024-11-20 10:31:52,488 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-20 00:00:00', NHITS = '7446.17', Informer = '7409.96', LSTM = '7390.64', iTransformer = '7318.43', TSMixer = '7404.71', TSMixerx = '7354.35', PatchTST = '7446.15', RNN = '7449.59', GRU = '7481.41', TCN = '7465.93', BiTCN = '7324.92', DilatedRNN = '7439.02', MLP = '7414.86', DLinear = '7384.65', NLinear = '7440.51', TFT = '7410.61', StemGNN = '7279.73', MLPMultivariate = '7384.11', TiDE = '7415.17', DeepNPTS = '7432.14', y = '7460.0' WHERE ds = '2024-03-20 00:00:00' -2024-11-20 10:31:52,490 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-21 00:00:00', NHITS = '7471.48', Informer = '7410.82', LSTM = '7418.15', iTransformer = '7359.09', TSMixer = '7436.82', TSMixerx = '7382.55', PatchTST = '7467.97', RNN = '7485.88', GRU = '7497.73', TCN = '7485.05', BiTCN = '7342.78', DilatedRNN = '7469.99', MLP = '7437.01', DLinear = '7433.13', NLinear = '7466.88', TFT = '7407.96', StemGNN = '7282.79', MLPMultivariate = '7422.37', TiDE = '7449.82', DeepNPTS = '7435.73', y = '7422.5' WHERE ds = '2024-03-21 00:00:00' -2024-11-20 10:31:52,490 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-21 00:00:00', NHITS = '7471.48', Informer = '7410.82', LSTM = '7418.15', iTransformer = '7359.09', TSMixer = '7436.82', TSMixerx = '7382.55', PatchTST = '7467.97', RNN = '7485.88', GRU = '7497.73', TCN = '7485.05', BiTCN = '7342.78', DilatedRNN = '7469.99', MLP = '7437.01', DLinear = '7433.13', NLinear = '7466.88', TFT = '7407.96', StemGNN = '7282.79', MLPMultivariate = '7422.37', TiDE = '7449.82', DeepNPTS = '7435.73', y = '7422.5' WHERE ds = '2024-03-21 00:00:00' -2024-11-20 10:31:52,492 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-22 00:00:00', NHITS = '7417.1', Informer = '7386.94', LSTM = '7359.75', iTransformer = '7407.99', TSMixer = '7419.15', TSMixerx = '7377.38', PatchTST = '7398.66', RNN = '7419.29', GRU = '7445.15', TCN = '7473.64', BiTCN = '7348.41', DilatedRNN = '7429.75', MLP = '7410.0', DLinear = '7426.43', NLinear = '7427.33', TFT = '7392.96', StemGNN = '7286.4', MLPMultivariate = '7414.18', TiDE = '7431.13', DeepNPTS = '7377.32', y = '7402.5' WHERE ds = '2024-03-22 00:00:00' -2024-11-20 10:31:52,492 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-22 00:00:00', NHITS = '7417.1', Informer = '7386.94', LSTM = '7359.75', iTransformer = '7407.99', TSMixer = '7419.15', TSMixerx = '7377.38', PatchTST = '7398.66', RNN = '7419.29', GRU = '7445.15', TCN = '7473.64', BiTCN = '7348.41', DilatedRNN = '7429.75', MLP = '7410.0', DLinear = '7426.43', NLinear = '7427.33', TFT = '7392.96', StemGNN = '7286.4', MLPMultivariate = '7414.18', TiDE = '7431.13', DeepNPTS = '7377.32', y = '7402.5' WHERE ds = '2024-03-22 00:00:00' -2024-11-20 10:31:52,494 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-25 00:00:00', NHITS = '7404.65', Informer = '7354.68', LSTM = '7337.62', iTransformer = '7438.0', TSMixer = '7391.76', TSMixerx = '7372.08', PatchTST = '7396.19', RNN = '7403.69', GRU = '7432.8', TCN = '7463.86', BiTCN = '7342.24', DilatedRNN = '7408.89', MLP = '7382.35', DLinear = '7426.01', NLinear = '7402.0', TFT = '7391.26', StemGNN = '7288.26', MLPMultivariate = '7395.28', TiDE = '7401.38', DeepNPTS = '7352.68', y = '7372.5' WHERE ds = '2024-03-25 00:00:00' -2024-11-20 10:31:52,494 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-25 00:00:00', NHITS = '7404.65', Informer = '7354.68', LSTM = '7337.62', iTransformer = '7438.0', TSMixer = '7391.76', TSMixerx = '7372.08', PatchTST = '7396.19', RNN = '7403.69', GRU = '7432.8', TCN = '7463.86', BiTCN = '7342.24', DilatedRNN = '7408.89', MLP = '7382.35', DLinear = '7426.01', NLinear = '7402.0', TFT = '7391.26', StemGNN = '7288.26', MLPMultivariate = '7395.28', TiDE = '7401.38', DeepNPTS = '7352.68', y = '7372.5' WHERE ds = '2024-03-25 00:00:00' -2024-11-20 10:31:52,496 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-26 00:00:00', NHITS = '7367.22', Informer = '7322.27', LSTM = '7297.47', iTransformer = '7379.26', TSMixer = '7362.82', TSMixerx = '7379.8', PatchTST = '7348.91', RNN = '7365.84', GRU = '7399.45', TCN = '7449.14', BiTCN = '7347.17', DilatedRNN = '7376.77', MLP = '7355.65', DLinear = '7392.1', NLinear = '7355.2', TFT = '7356.75', StemGNN = '7289.35', MLPMultivariate = '7365.31', TiDE = '7355.82', DeepNPTS = '7332.97', y = '7365.0' WHERE ds = '2024-03-26 00:00:00' -2024-11-20 10:31:52,496 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-26 00:00:00', NHITS = '7367.22', Informer = '7322.27', LSTM = '7297.47', iTransformer = '7379.26', TSMixer = '7362.82', TSMixerx = '7379.8', PatchTST = '7348.91', RNN = '7365.84', GRU = '7399.45', TCN = '7449.14', BiTCN = '7347.17', DilatedRNN = '7376.77', MLP = '7355.65', DLinear = '7392.1', NLinear = '7355.2', TFT = '7356.75', StemGNN = '7289.35', MLPMultivariate = '7365.31', TiDE = '7355.82', DeepNPTS = '7332.97', y = '7365.0' WHERE ds = '2024-03-26 00:00:00' -2024-11-20 10:31:52,498 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-27 00:00:00', NHITS = '7348.99', Informer = '7314.72', LSTM = '7292.01', iTransformer = '7324.37', TSMixer = '7348.72', TSMixerx = '7361.01', PatchTST = '7349.25', RNN = '7354.78', GRU = '7399.57', TCN = '7441.3', BiTCN = '7353.53', DilatedRNN = '7370.99', MLP = '7335.98', DLinear = '7369.87', NLinear = '7345.71', TFT = '7338.27', StemGNN = '7290.38', MLPMultivariate = '7340.31', TiDE = '7351.88', DeepNPTS = '7327.51', y = '7345.0' WHERE ds = '2024-03-27 00:00:00' -2024-11-20 10:31:52,498 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-27 00:00:00', NHITS = '7348.99', Informer = '7314.72', LSTM = '7292.01', iTransformer = '7324.37', TSMixer = '7348.72', TSMixerx = '7361.01', PatchTST = '7349.25', RNN = '7354.78', GRU = '7399.57', TCN = '7441.3', BiTCN = '7353.53', DilatedRNN = '7370.99', MLP = '7335.98', DLinear = '7369.87', NLinear = '7345.71', TFT = '7338.27', StemGNN = '7290.38', MLPMultivariate = '7340.31', TiDE = '7351.88', DeepNPTS = '7327.51', y = '7345.0' WHERE ds = '2024-03-27 00:00:00' -2024-11-20 10:31:52,500 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-28 00:00:00', NHITS = '7315.95', Informer = '7301.15', LSTM = '7273.48', iTransformer = '7295.8', TSMixer = '7330.9', TSMixerx = '7328.15', PatchTST = '7333.3', RNN = '7346.44', GRU = '7379.1', TCN = '7428.09', BiTCN = '7353.19', DilatedRNN = '7339.56', MLP = '7312.39', DLinear = '7352.16', NLinear = '7328.61', TFT = '7330.9', StemGNN = '7291.17', MLPMultivariate = '7320.32', TiDE = '7333.7', DeepNPTS = '7319.06', y = '7345.0' WHERE ds = '2024-03-28 00:00:00' -2024-11-20 10:31:52,500 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-28 00:00:00', NHITS = '7315.95', Informer = '7301.15', LSTM = '7273.48', iTransformer = '7295.8', TSMixer = '7330.9', TSMixerx = '7328.15', PatchTST = '7333.3', RNN = '7346.44', GRU = '7379.1', TCN = '7428.09', BiTCN = '7353.19', DilatedRNN = '7339.56', MLP = '7312.39', DLinear = '7352.16', NLinear = '7328.61', TFT = '7330.9', StemGNN = '7291.17', MLPMultivariate = '7320.32', TiDE = '7333.7', DeepNPTS = '7319.06', y = '7345.0' WHERE ds = '2024-03-28 00:00:00' -2024-11-20 10:31:52,503 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-29 00:00:00', NHITS = '7330.24', Informer = '7305.84', LSTM = '7275.81', iTransformer = '7295.1', TSMixer = '7325.45', TSMixerx = '7312.22', PatchTST = '7328.93', RNN = '7348.29', GRU = '7385.13', TCN = '7421.9', BiTCN = '7338.67', DilatedRNN = '7331.57', MLP = '7296.93', DLinear = '7335.55', NLinear = '7336.98', TFT = '7327.3', StemGNN = '7292.35', MLPMultivariate = '7309.14', TiDE = '7332.74', DeepNPTS = '7339.16', y = '7345.0' WHERE ds = '2024-03-29 00:00:00' -2024-11-20 10:31:52,503 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-29 00:00:00', NHITS = '7330.24', Informer = '7305.84', LSTM = '7275.81', iTransformer = '7295.1', TSMixer = '7325.45', TSMixerx = '7312.22', PatchTST = '7328.93', RNN = '7348.29', GRU = '7385.13', TCN = '7421.9', BiTCN = '7338.67', DilatedRNN = '7331.57', MLP = '7296.93', DLinear = '7335.55', NLinear = '7336.98', TFT = '7327.3', StemGNN = '7292.35', MLPMultivariate = '7309.14', TiDE = '7332.74', DeepNPTS = '7339.16', y = '7345.0' WHERE ds = '2024-03-29 00:00:00' -2024-11-20 10:31:52,505 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-01 00:00:00', NHITS = '7338.24', Informer = '7312.92', LSTM = '7275.35', iTransformer = '7297.79', TSMixer = '7326.11', TSMixerx = '7304.88', PatchTST = '7330.88', RNN = '7350.42', GRU = '7384.03', TCN = '7416.0', BiTCN = '7329.56', DilatedRNN = '7326.53', MLP = '7302.67', DLinear = '7334.68', NLinear = '7344.62', TFT = '7326.0', StemGNN = '7293.29', MLPMultivariate = '7308.76', TiDE = '7335.23', DeepNPTS = '7344.61', y = '7360.0' WHERE ds = '2024-04-01 00:00:00' -2024-11-20 10:31:52,505 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-01 00:00:00', NHITS = '7338.24', Informer = '7312.92', LSTM = '7275.35', iTransformer = '7297.79', TSMixer = '7326.11', TSMixerx = '7304.88', PatchTST = '7330.88', RNN = '7350.42', GRU = '7384.03', TCN = '7416.0', BiTCN = '7329.56', DilatedRNN = '7326.53', MLP = '7302.67', DLinear = '7334.68', NLinear = '7344.62', TFT = '7326.0', StemGNN = '7293.29', MLPMultivariate = '7308.76', TiDE = '7335.23', DeepNPTS = '7344.61', y = '7360.0' WHERE ds = '2024-04-01 00:00:00' -2024-11-20 10:31:52,508 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-02 00:00:00', NHITS = '7346.74', Informer = '7332.9', LSTM = '7289.21', iTransformer = '7307.99', TSMixer = '7336.79', TSMixerx = '7317.73', PatchTST = '7346.57', RNN = '7364.25', GRU = '7401.18', TCN = '7422.32', BiTCN = '7325.94', DilatedRNN = '7337.44', MLP = '7312.67', DLinear = '7330.29', NLinear = '7355.13', TFT = '7331.72', StemGNN = '7294.23', MLPMultivariate = '7313.7', TiDE = '7342.82', DeepNPTS = '7353.49', y = '7380.0' WHERE ds = '2024-04-02 00:00:00' -2024-11-20 10:31:52,508 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-02 00:00:00', NHITS = '7346.74', Informer = '7332.9', LSTM = '7289.21', iTransformer = '7307.99', TSMixer = '7336.79', TSMixerx = '7317.73', PatchTST = '7346.57', RNN = '7364.25', GRU = '7401.18', TCN = '7422.32', BiTCN = '7325.94', DilatedRNN = '7337.44', MLP = '7312.67', DLinear = '7330.29', NLinear = '7355.13', TFT = '7331.72', StemGNN = '7294.23', MLPMultivariate = '7313.7', TiDE = '7342.82', DeepNPTS = '7353.49', y = '7380.0' WHERE ds = '2024-04-02 00:00:00' -2024-11-20 10:31:52,510 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-03 00:00:00', NHITS = '7362.03', Informer = '7378.23', LSTM = '7308.14', iTransformer = '7335.29', TSMixer = '7353.97', TSMixerx = '7345.56', PatchTST = '7371.53', RNN = '7386.28', GRU = '7419.33', TCN = '7428.12', BiTCN = '7335.65', DilatedRNN = '7363.3', MLP = '7336.41', DLinear = '7329.53', NLinear = '7376.12', TFT = '7363.62', StemGNN = '7295.82', MLPMultivariate = '7333.87', TiDE = '7357.16', DeepNPTS = '7375.72', y = '7397.5' WHERE ds = '2024-04-03 00:00:00' -2024-11-20 10:31:52,510 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-03 00:00:00', NHITS = '7362.03', Informer = '7378.23', LSTM = '7308.14', iTransformer = '7335.29', TSMixer = '7353.97', TSMixerx = '7345.56', PatchTST = '7371.53', RNN = '7386.28', GRU = '7419.33', TCN = '7428.12', BiTCN = '7335.65', DilatedRNN = '7363.3', MLP = '7336.41', DLinear = '7329.53', NLinear = '7376.12', TFT = '7363.62', StemGNN = '7295.82', MLPMultivariate = '7333.87', TiDE = '7357.16', DeepNPTS = '7375.72', y = '7397.5' WHERE ds = '2024-04-03 00:00:00' -2024-11-20 10:31:52,512 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-07 00:00:00', NHITS = '7380.46', Informer = '7399.9', LSTM = '7329.28', iTransformer = '7342.79', TSMixer = '7377.67', TSMixerx = '7353.99', PatchTST = '7410.47', RNN = '7402.89', GRU = '7435.25', TCN = '7440.61', BiTCN = '7349.37', DilatedRNN = '7386.35', MLP = '7366.33', DLinear = '7351.98', NLinear = '7390.83', TFT = '7357.89', StemGNN = '7298.55', MLPMultivariate = '7362.64', TiDE = '7388.62', DeepNPTS = '7390.25', y = '7437.5' WHERE ds = '2024-04-07 00:00:00' -2024-11-20 10:31:52,512 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-07 00:00:00', NHITS = '7380.46', Informer = '7399.9', LSTM = '7329.28', iTransformer = '7342.79', TSMixer = '7377.67', TSMixerx = '7353.99', PatchTST = '7410.47', RNN = '7402.89', GRU = '7435.25', TCN = '7440.61', BiTCN = '7349.37', DilatedRNN = '7386.35', MLP = '7366.33', DLinear = '7351.98', NLinear = '7390.83', TFT = '7357.89', StemGNN = '7298.55', MLPMultivariate = '7362.64', TiDE = '7388.62', DeepNPTS = '7390.25', y = '7437.5' WHERE ds = '2024-04-07 00:00:00' -2024-11-20 10:31:52,514 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-08 00:00:00', NHITS = '7447.65', Informer = '7446.34', LSTM = '7385.22', iTransformer = '7363.92', TSMixer = '7413.36', TSMixerx = '7379.34', PatchTST = '7464.31', RNN = '7450.51', GRU = '7478.47', TCN = '7458.92', BiTCN = '7355.57', DilatedRNN = '7434.99', MLP = '7413.54', DLinear = '7377.16', NLinear = '7434.57', TFT = '7405.02', StemGNN = '7302.9', MLPMultivariate = '7409.96', TiDE = '7431.65', DeepNPTS = '7422.17', y = '7490.0' WHERE ds = '2024-04-08 00:00:00' -2024-11-20 10:31:52,514 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-08 00:00:00', NHITS = '7447.65', Informer = '7446.34', LSTM = '7385.22', iTransformer = '7363.92', TSMixer = '7413.36', TSMixerx = '7379.34', PatchTST = '7464.31', RNN = '7450.51', GRU = '7478.47', TCN = '7458.92', BiTCN = '7355.57', DilatedRNN = '7434.99', MLP = '7413.54', DLinear = '7377.16', NLinear = '7434.57', TFT = '7405.02', StemGNN = '7302.9', MLPMultivariate = '7409.96', TiDE = '7431.65', DeepNPTS = '7422.17', y = '7490.0' WHERE ds = '2024-04-08 00:00:00' -2024-11-20 10:31:52,516 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-09 00:00:00', NHITS = '7508.91', Informer = '7451.4', LSTM = '7454.91', iTransformer = '7495.67', TSMixer = '7458.67', TSMixerx = '7404.45', PatchTST = '7504.04', RNN = '7508.22', GRU = '7535.45', TCN = '7498.07', BiTCN = '7362.18', DilatedRNN = '7500.56', MLP = '7456.07', DLinear = '7436.46', NLinear = '7490.4', TFT = '7479.82', StemGNN = '7307.45', MLPMultivariate = '7470.89', TiDE = '7473.05', DeepNPTS = '7482.98', y = '7507.5' WHERE ds = '2024-04-09 00:00:00' -2024-11-20 10:31:52,516 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-09 00:00:00', NHITS = '7508.91', Informer = '7451.4', LSTM = '7454.91', iTransformer = '7495.67', TSMixer = '7458.67', TSMixerx = '7404.45', PatchTST = '7504.04', RNN = '7508.22', GRU = '7535.45', TCN = '7498.07', BiTCN = '7362.18', DilatedRNN = '7500.56', MLP = '7456.07', DLinear = '7436.46', NLinear = '7490.4', TFT = '7479.82', StemGNN = '7307.45', MLPMultivariate = '7470.89', TiDE = '7473.05', DeepNPTS = '7482.98', y = '7507.5' WHERE ds = '2024-04-09 00:00:00' -2024-11-20 10:31:52,519 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-10 00:00:00', NHITS = '7525.01', Informer = '7463.69', LSTM = '7471.0', iTransformer = '7599.2', TSMixer = '7480.64', TSMixerx = '7407.01', PatchTST = '7494.6', RNN = '7518.41', GRU = '7543.95', TCN = '7529.9', BiTCN = '7380.28', DilatedRNN = '7529.39', MLP = '7474.85', DLinear = '7472.81', NLinear = '7508.65', TFT = '7484.08', StemGNN = '7312.89', MLPMultivariate = '7512.26', TiDE = '7487.67', DeepNPTS = '7500.6', y = '7497.5' WHERE ds = '2024-04-10 00:00:00' -2024-11-20 10:31:52,519 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-10 00:00:00', NHITS = '7525.01', Informer = '7463.69', LSTM = '7471.0', iTransformer = '7599.2', TSMixer = '7480.64', TSMixerx = '7407.01', PatchTST = '7494.6', RNN = '7518.41', GRU = '7543.95', TCN = '7529.9', BiTCN = '7380.28', DilatedRNN = '7529.39', MLP = '7474.85', DLinear = '7472.81', NLinear = '7508.65', TFT = '7484.08', StemGNN = '7312.89', MLPMultivariate = '7512.26', TiDE = '7487.67', DeepNPTS = '7500.6', y = '7497.5' WHERE ds = '2024-04-10 00:00:00' -2024-11-20 10:31:52,521 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-11 00:00:00', NHITS = '7504.87', Informer = '7435.27', LSTM = '7455.34', iTransformer = '7541.44', TSMixer = '7475.08', TSMixerx = '7402.14', PatchTST = '7456.31', RNN = '7507.48', GRU = '7525.09', TCN = '7529.47', BiTCN = '7398.46', DilatedRNN = '7516.28', MLP = '7430.02', DLinear = '7497.04', NLinear = '7500.72', TFT = '7442.53', StemGNN = '7317.92', MLPMultivariate = '7486.73', TiDE = '7485.56', DeepNPTS = '7459.59', y = '7497.5' WHERE ds = '2024-04-11 00:00:00' -2024-11-20 10:31:52,521 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-11 00:00:00', NHITS = '7504.87', Informer = '7435.27', LSTM = '7455.34', iTransformer = '7541.44', TSMixer = '7475.08', TSMixerx = '7402.14', PatchTST = '7456.31', RNN = '7507.48', GRU = '7525.09', TCN = '7529.47', BiTCN = '7398.46', DilatedRNN = '7516.28', MLP = '7430.02', DLinear = '7497.04', NLinear = '7500.72', TFT = '7442.53', StemGNN = '7317.92', MLPMultivariate = '7486.73', TiDE = '7485.56', DeepNPTS = '7459.59', y = '7497.5' WHERE ds = '2024-04-11 00:00:00' -2024-11-20 10:31:52,523 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-12 00:00:00', NHITS = '7479.46', Informer = '7435.88', LSTM = '7455.09', iTransformer = '7449.45', TSMixer = '7465.52', TSMixerx = '7413.95', PatchTST = '7465.76', RNN = '7506.2', GRU = '7527.13', TCN = '7527.37', BiTCN = '7413.39', DilatedRNN = '7518.23', MLP = '7412.17', DLinear = '7521.26', NLinear = '7487.64', TFT = '7408.6', StemGNN = '7322.92', MLPMultivariate = '7468.34', TiDE = '7477.26', DeepNPTS = '7416.74', y = '7506.67' WHERE ds = '2024-04-12 00:00:00' -2024-11-20 10:31:52,523 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-12 00:00:00', NHITS = '7479.46', Informer = '7435.88', LSTM = '7455.09', iTransformer = '7449.45', TSMixer = '7465.52', TSMixerx = '7413.95', PatchTST = '7465.76', RNN = '7506.2', GRU = '7527.13', TCN = '7527.37', BiTCN = '7413.39', DilatedRNN = '7518.23', MLP = '7412.17', DLinear = '7521.26', NLinear = '7487.64', TFT = '7408.6', StemGNN = '7322.92', MLPMultivariate = '7468.34', TiDE = '7477.26', DeepNPTS = '7416.74', y = '7506.67' WHERE ds = '2024-04-12 00:00:00' -2024-11-20 10:31:52,526 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-15 00:00:00', NHITS = '7472.32', Informer = '7395.35', LSTM = '7463.68', iTransformer = '7434.46', TSMixer = '7464.76', TSMixerx = '7388.03', PatchTST = '7470.02', RNN = '7506.19', GRU = '7537.05', TCN = '7531.6', BiTCN = '7428.35', DilatedRNN = '7524.9', MLP = '7414.0', DLinear = '7503.56', NLinear = '7498.12', TFT = '7387.92', StemGNN = '7327.57', MLPMultivariate = '7459.92', TiDE = '7479.79', DeepNPTS = '7412.79', y = '7482.5' WHERE ds = '2024-04-15 00:00:00' -2024-11-20 10:31:52,526 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-15 00:00:00', NHITS = '7472.32', Informer = '7395.35', LSTM = '7463.68', iTransformer = '7434.46', TSMixer = '7464.76', TSMixerx = '7388.03', PatchTST = '7470.02', RNN = '7506.19', GRU = '7537.05', TCN = '7531.6', BiTCN = '7428.35', DilatedRNN = '7524.9', MLP = '7414.0', DLinear = '7503.56', NLinear = '7498.12', TFT = '7387.92', StemGNN = '7327.57', MLPMultivariate = '7459.92', TiDE = '7479.79', DeepNPTS = '7412.79', y = '7482.5' WHERE ds = '2024-04-15 00:00:00' -2024-11-20 10:31:52,527 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-16 00:00:00', NHITS = '7445.28', Informer = '7384.64', LSTM = '7424.47', iTransformer = '7387.4', TSMixer = '7448.83', TSMixerx = '7379.28', PatchTST = '7438.86', RNN = '7474.01', GRU = '7498.57', TCN = '7514.49', BiTCN = '7421.47', DilatedRNN = '7486.23', MLP = '7387.0', DLinear = '7473.29', NLinear = '7463.03', TFT = '7381.95', StemGNN = '7330.04', MLPMultivariate = '7305.22', TiDE = '7465.68', DeepNPTS = '7344.09', y = '7495.0' WHERE ds = '2024-04-16 00:00:00' -2024-11-20 10:31:52,527 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-16 00:00:00', NHITS = '7445.28', Informer = '7384.64', LSTM = '7424.47', iTransformer = '7387.4', TSMixer = '7448.83', TSMixerx = '7379.28', PatchTST = '7438.86', RNN = '7474.01', GRU = '7498.57', TCN = '7514.49', BiTCN = '7421.47', DilatedRNN = '7486.23', MLP = '7387.0', DLinear = '7473.29', NLinear = '7463.03', TFT = '7381.95', StemGNN = '7330.04', MLPMultivariate = '7305.22', TiDE = '7465.68', DeepNPTS = '7344.09', y = '7495.0' WHERE ds = '2024-04-16 00:00:00' -2024-11-20 10:31:52,530 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-17 00:00:00', NHITS = '7446.2', Informer = '7378.36', LSTM = '7448.03', iTransformer = '7381.32', TSMixer = '7454.08', TSMixerx = '7369.86', PatchTST = '7440.14', RNN = '7500.86', GRU = '7526.87', TCN = '7516.48', BiTCN = '7420.73', DilatedRNN = '7502.13', MLP = '7377.72', DLinear = '7467.53', NLinear = '7480.13', TFT = '7386.93', StemGNN = '7332.3', MLPMultivariate = '7268.14', TiDE = '7470.71', DeepNPTS = '7356.98', y = '7497.5' WHERE ds = '2024-04-17 00:00:00' -2024-11-20 10:31:52,530 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-17 00:00:00', NHITS = '7446.2', Informer = '7378.36', LSTM = '7448.03', iTransformer = '7381.32', TSMixer = '7454.08', TSMixerx = '7369.86', PatchTST = '7440.14', RNN = '7500.86', GRU = '7526.87', TCN = '7516.48', BiTCN = '7420.73', DilatedRNN = '7502.13', MLP = '7377.72', DLinear = '7467.53', NLinear = '7480.13', TFT = '7386.93', StemGNN = '7332.3', MLPMultivariate = '7268.14', TiDE = '7470.71', DeepNPTS = '7356.98', y = '7497.5' WHERE ds = '2024-04-17 00:00:00' -2024-11-20 10:31:52,532 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-18 00:00:00', NHITS = '7457.83', Informer = '7363.61', LSTM = '7444.84', iTransformer = '7383.72', TSMixer = '7460.04', TSMixerx = '7373.79', PatchTST = '7419.24', RNN = '7500.61', GRU = '7521.25', TCN = '7508.95', BiTCN = '7418.34', DilatedRNN = '7495.19', MLP = '7396.12', DLinear = '7451.62', NLinear = '7494.75', TFT = '7389.4', StemGNN = '7335.15', MLPMultivariate = '7228.79', TiDE = '7474.29', DeepNPTS = '7391.17', y = '7497.5' WHERE ds = '2024-04-18 00:00:00' -2024-11-20 10:31:52,532 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-18 00:00:00', NHITS = '7457.83', Informer = '7363.61', LSTM = '7444.84', iTransformer = '7383.72', TSMixer = '7460.04', TSMixerx = '7373.79', PatchTST = '7419.24', RNN = '7500.61', GRU = '7521.25', TCN = '7508.95', BiTCN = '7418.34', DilatedRNN = '7495.19', MLP = '7396.12', DLinear = '7451.62', NLinear = '7494.75', TFT = '7389.4', StemGNN = '7335.15', MLPMultivariate = '7228.79', TiDE = '7474.29', DeepNPTS = '7391.17', y = '7497.5' WHERE ds = '2024-04-18 00:00:00' -2024-11-20 10:31:52,535 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-19 00:00:00', NHITS = '7469.48', Informer = '7391.86', LSTM = '7446.51', iTransformer = '7398.17', TSMixer = '7463.59', TSMixerx = '7377.7', PatchTST = '7399.12', RNN = '7494.52', GRU = '7524.0', TCN = '7505.1', BiTCN = '7416.04', DilatedRNN = '7489.72', MLP = '7404.43', DLinear = '7461.7', NLinear = '7489.8', TFT = '7391.95', StemGNN = '7339.46', MLPMultivariate = '7183.49', TiDE = '7469.89', DeepNPTS = '7418.57', y = '7527.5' WHERE ds = '2024-04-19 00:00:00' -2024-11-20 10:31:52,535 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-19 00:00:00', NHITS = '7469.48', Informer = '7391.86', LSTM = '7446.51', iTransformer = '7398.17', TSMixer = '7463.59', TSMixerx = '7377.7', PatchTST = '7399.12', RNN = '7494.52', GRU = '7524.0', TCN = '7505.1', BiTCN = '7416.04', DilatedRNN = '7489.72', MLP = '7404.43', DLinear = '7461.7', NLinear = '7489.8', TFT = '7391.95', StemGNN = '7339.46', MLPMultivariate = '7183.49', TiDE = '7469.89', DeepNPTS = '7418.57', y = '7527.5' WHERE ds = '2024-04-19 00:00:00' -2024-11-20 10:31:52,537 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-22 00:00:00', NHITS = '7496.98', Informer = '7406.58', LSTM = '7488.83', iTransformer = '7424.42', TSMixer = '7488.17', TSMixerx = '7396.38', PatchTST = '7437.13', RNN = '7540.59', GRU = '7567.34', TCN = '7522.83', BiTCN = '7419.43', DilatedRNN = '7523.84', MLP = '7447.05', DLinear = '7465.61', NLinear = '7533.4', TFT = '7406.44', StemGNN = '7344.58', MLPMultivariate = '7230.71', TiDE = '7495.75', DeepNPTS = '7421.88', y = '7527.5' WHERE ds = '2024-04-22 00:00:00' -2024-11-20 10:31:52,537 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-22 00:00:00', NHITS = '7496.98', Informer = '7406.58', LSTM = '7488.83', iTransformer = '7424.42', TSMixer = '7488.17', TSMixerx = '7396.38', PatchTST = '7437.13', RNN = '7540.59', GRU = '7567.34', TCN = '7522.83', BiTCN = '7419.43', DilatedRNN = '7523.84', MLP = '7447.05', DLinear = '7465.61', NLinear = '7533.4', TFT = '7406.44', StemGNN = '7344.58', MLPMultivariate = '7230.71', TiDE = '7495.75', DeepNPTS = '7421.88', y = '7527.5' WHERE ds = '2024-04-22 00:00:00' -2024-11-20 10:31:52,539 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-23 00:00:00', NHITS = '7500.82', Informer = '7452.72', LSTM = '7481.53', iTransformer = '7395.13', TSMixer = '7502.22', TSMixerx = '7423.83', PatchTST = '7450.05', RNN = '7529.01', GRU = '7554.42', TCN = '7525.62', BiTCN = '7422.18', DilatedRNN = '7519.67', MLP = '7474.19', DLinear = '7493.49', NLinear = '7518.56', TFT = '7409.24', StemGNN = '7349.08', MLPMultivariate = '7271.15', TiDE = '7508.02', DeepNPTS = '7407.19', y = '7510.0' WHERE ds = '2024-04-23 00:00:00' -2024-11-20 10:31:52,539 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-23 00:00:00', NHITS = '7500.82', Informer = '7452.72', LSTM = '7481.53', iTransformer = '7395.13', TSMixer = '7502.22', TSMixerx = '7423.83', PatchTST = '7450.05', RNN = '7529.01', GRU = '7554.42', TCN = '7525.62', BiTCN = '7422.18', DilatedRNN = '7519.67', MLP = '7474.19', DLinear = '7493.49', NLinear = '7518.56', TFT = '7409.24', StemGNN = '7349.08', MLPMultivariate = '7271.15', TiDE = '7508.02', DeepNPTS = '7407.19', y = '7510.0' WHERE ds = '2024-04-23 00:00:00' -2024-11-20 10:31:52,542 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-24 00:00:00', NHITS = '7497.27', Informer = '7500.77', LSTM = '7459.8', iTransformer = '7455.1', TSMixer = '7496.63', TSMixerx = '7431.4', PatchTST = '7476.97', RNN = '7509.26', GRU = '7532.07', TCN = '7519.69', BiTCN = '7425.21', DilatedRNN = '7500.56', MLP = '7480.36', DLinear = '7501.79', NLinear = '7492.2', TFT = '7399.97', StemGNN = '7354.25', MLPMultivariate = '7295.49', TiDE = '7501.93', DeepNPTS = '7410.32', y = '7487.5' WHERE ds = '2024-04-24 00:00:00' -2024-11-20 10:31:52,542 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-24 00:00:00', NHITS = '7497.27', Informer = '7500.77', LSTM = '7459.8', iTransformer = '7455.1', TSMixer = '7496.63', TSMixerx = '7431.4', PatchTST = '7476.97', RNN = '7509.26', GRU = '7532.07', TCN = '7519.69', BiTCN = '7425.21', DilatedRNN = '7500.56', MLP = '7480.36', DLinear = '7501.79', NLinear = '7492.2', TFT = '7399.97', StemGNN = '7354.25', MLPMultivariate = '7295.49', TiDE = '7501.93', DeepNPTS = '7410.32', y = '7487.5' WHERE ds = '2024-04-24 00:00:00' -2024-11-20 10:31:52,544 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-25 00:00:00', NHITS = '7494.2', Informer = '7521.97', LSTM = '7429.77', iTransformer = '7471.33', TSMixer = '7478.92', TSMixerx = '7441.51', PatchTST = '7488.24', RNN = '7489.95', GRU = '7505.15', TCN = '7494.85', BiTCN = '7433.35', DilatedRNN = '7474.95', MLP = '7478.76', DLinear = '7484.28', NLinear = '7477.99', TFT = '7392.8', StemGNN = '7358.79', MLPMultivariate = '7279.72', TiDE = '7481.18', DeepNPTS = '7420.67', y = '7487.5' WHERE ds = '2024-04-25 00:00:00' -2024-11-20 10:31:52,544 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-25 00:00:00', NHITS = '7494.2', Informer = '7521.97', LSTM = '7429.77', iTransformer = '7471.33', TSMixer = '7478.92', TSMixerx = '7441.51', PatchTST = '7488.24', RNN = '7489.95', GRU = '7505.15', TCN = '7494.85', BiTCN = '7433.35', DilatedRNN = '7474.95', MLP = '7478.76', DLinear = '7484.28', NLinear = '7477.99', TFT = '7392.8', StemGNN = '7358.79', MLPMultivariate = '7279.72', TiDE = '7481.18', DeepNPTS = '7420.67', y = '7487.5' WHERE ds = '2024-04-25 00:00:00' -2024-11-20 10:31:52,546 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-26 00:00:00', NHITS = '7487.55', Informer = '7493.94', LSTM = '7433.02', iTransformer = '7460.56', TSMixer = '7472.8', TSMixerx = '7448.11', PatchTST = '7513.83', RNN = '7482.12', GRU = '7512.5', TCN = '7489.62', BiTCN = '7445.96', DilatedRNN = '7481.97', MLP = '7489.84', DLinear = '7486.69', NLinear = '7476.71', TFT = '7395.86', StemGNN = '7361.77', MLPMultivariate = '7288.1', TiDE = '7477.9', DeepNPTS = '7450.74', y = '7502.5' WHERE ds = '2024-04-26 00:00:00' -2024-11-20 10:31:52,546 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-26 00:00:00', NHITS = '7487.55', Informer = '7493.94', LSTM = '7433.02', iTransformer = '7460.56', TSMixer = '7472.8', TSMixerx = '7448.11', PatchTST = '7513.83', RNN = '7482.12', GRU = '7512.5', TCN = '7489.62', BiTCN = '7445.96', DilatedRNN = '7481.97', MLP = '7489.84', DLinear = '7486.69', NLinear = '7476.71', TFT = '7395.86', StemGNN = '7361.77', MLPMultivariate = '7288.1', TiDE = '7477.9', DeepNPTS = '7450.74', y = '7502.5' WHERE ds = '2024-04-26 00:00:00' -2024-11-20 10:31:52,548 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-28 00:00:00', NHITS = '7492.31', Informer = '7527.77', LSTM = '7453.0', iTransformer = '7454.06', TSMixer = '7481.64', TSMixerx = '7470.31', PatchTST = '7526.84', RNN = '7501.31', GRU = '7531.63', TCN = '7497.66', BiTCN = '7466.42', DilatedRNN = '7499.28', MLP = '7485.05', DLinear = '7472.34', NLinear = '7496.09', TFT = '7403.69', StemGNN = '7365.99', MLPMultivariate = '7287.76', TiDE = '7486.34', DeepNPTS = '7491.89', y = '7527.5' WHERE ds = '2024-04-28 00:00:00' -2024-11-20 10:31:52,548 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-28 00:00:00', NHITS = '7492.31', Informer = '7527.77', LSTM = '7453.0', iTransformer = '7454.06', TSMixer = '7481.64', TSMixerx = '7470.31', PatchTST = '7526.84', RNN = '7501.31', GRU = '7531.63', TCN = '7497.66', BiTCN = '7466.42', DilatedRNN = '7499.28', MLP = '7485.05', DLinear = '7472.34', NLinear = '7496.09', TFT = '7403.69', StemGNN = '7365.99', MLPMultivariate = '7287.76', TiDE = '7486.34', DeepNPTS = '7491.89', y = '7527.5' WHERE ds = '2024-04-28 00:00:00' -2024-11-20 10:31:52,550 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-29 00:00:00', NHITS = '7498.57', Informer = '7548.47', LSTM = '7486.26', iTransformer = '7431.35', TSMixer = '7495.67', TSMixerx = '7531.22', PatchTST = '7528.19', RNN = '7533.16', GRU = '7564.23', TCN = '7521.28', BiTCN = '7480.11', DilatedRNN = '7535.52', MLP = '7457.69', DLinear = '7502.54', NLinear = '7512.45', TFT = '7415.22', StemGNN = '7369.91', MLPMultivariate = '7304.96', TiDE = '7503.48', DeepNPTS = '7512.67', y = '7537.5' WHERE ds = '2024-04-29 00:00:00' -2024-11-20 10:31:52,550 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-29 00:00:00', NHITS = '7498.57', Informer = '7548.47', LSTM = '7486.26', iTransformer = '7431.35', TSMixer = '7495.67', TSMixerx = '7531.22', PatchTST = '7528.19', RNN = '7533.16', GRU = '7564.23', TCN = '7521.28', BiTCN = '7480.11', DilatedRNN = '7535.52', MLP = '7457.69', DLinear = '7502.54', NLinear = '7512.45', TFT = '7415.22', StemGNN = '7369.91', MLPMultivariate = '7304.96', TiDE = '7503.48', DeepNPTS = '7512.67', y = '7537.5' WHERE ds = '2024-04-29 00:00:00' -2024-11-20 10:31:52,553 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-30 00:00:00', NHITS = '7495.75', Informer = '7592.61', LSTM = '7496.31', iTransformer = '7370.04', TSMixer = '7501.83', TSMixerx = '7521.1', PatchTST = '7525.03', RNN = '7545.76', GRU = '7570.16', TCN = '7542.07', BiTCN = '7482.28', DilatedRNN = '7551.96', MLP = '7438.24', DLinear = '7535.52', NLinear = '7529.03', TFT = '7422.59', StemGNN = '7374.53', MLPMultivariate = '7279.18', TiDE = '7509.82', DeepNPTS = '7520.88', y = '7532.5' WHERE ds = '2024-04-30 00:00:00' -2024-11-20 10:31:52,553 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-30 00:00:00', NHITS = '7495.75', Informer = '7592.61', LSTM = '7496.31', iTransformer = '7370.04', TSMixer = '7501.83', TSMixerx = '7521.1', PatchTST = '7525.03', RNN = '7545.76', GRU = '7570.16', TCN = '7542.07', BiTCN = '7482.28', DilatedRNN = '7551.96', MLP = '7438.24', DLinear = '7535.52', NLinear = '7529.03', TFT = '7422.59', StemGNN = '7374.53', MLPMultivariate = '7279.18', TiDE = '7509.82', DeepNPTS = '7520.88', y = '7532.5' WHERE ds = '2024-04-30 00:00:00' -2024-11-20 10:31:52,555 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-06 00:00:00', NHITS = '7486.98', Informer = '7575.81', LSTM = '7488.82', iTransformer = '7356.33', TSMixer = '7496.14', TSMixerx = '7475.81', PatchTST = '7510.93', RNN = '7539.36', GRU = '7560.82', TCN = '7539.02', BiTCN = '7472.66', DilatedRNN = '7538.92', MLP = '7425.33', DLinear = '7523.91', NLinear = '7531.51', TFT = '7425.09', StemGNN = '7380.07', MLPMultivariate = '7292.73', TiDE = '7510.87', DeepNPTS = '7504.35', y = '7502.5' WHERE ds = '2024-05-06 00:00:00' -2024-11-20 10:31:52,555 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-06 00:00:00', NHITS = '7486.98', Informer = '7575.81', LSTM = '7488.82', iTransformer = '7356.33', TSMixer = '7496.14', TSMixerx = '7475.81', PatchTST = '7510.93', RNN = '7539.36', GRU = '7560.82', TCN = '7539.02', BiTCN = '7472.66', DilatedRNN = '7538.92', MLP = '7425.33', DLinear = '7523.91', NLinear = '7531.51', TFT = '7425.09', StemGNN = '7380.07', MLPMultivariate = '7292.73', TiDE = '7510.87', DeepNPTS = '7504.35', y = '7502.5' WHERE ds = '2024-05-06 00:00:00' -2024-11-20 10:31:52,558 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-07 00:00:00', NHITS = '7459.47', Informer = '7522.92', LSTM = '7446.9', iTransformer = '7293.06', TSMixer = '7472.45', TSMixerx = '7416.02', PatchTST = '7473.61', RNN = '7500.68', GRU = '7517.77', TCN = '7513.82', BiTCN = '7461.0', DilatedRNN = '7495.62', MLP = '7401.71', DLinear = '7499.71', NLinear = '7493.95', TFT = '7423.25', StemGNN = '7385.97', MLPMultivariate = '7269.02', TiDE = '7482.75', DeepNPTS = '7427.8', y = '7475.0' WHERE ds = '2024-05-07 00:00:00' -2024-11-20 10:31:52,558 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-07 00:00:00', NHITS = '7459.47', Informer = '7522.92', LSTM = '7446.9', iTransformer = '7293.06', TSMixer = '7472.45', TSMixerx = '7416.02', PatchTST = '7473.61', RNN = '7500.68', GRU = '7517.77', TCN = '7513.82', BiTCN = '7461.0', DilatedRNN = '7495.62', MLP = '7401.71', DLinear = '7499.71', NLinear = '7493.95', TFT = '7423.25', StemGNN = '7385.97', MLPMultivariate = '7269.02', TiDE = '7482.75', DeepNPTS = '7427.8', y = '7475.0' WHERE ds = '2024-05-07 00:00:00' -2024-11-20 10:31:52,560 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-08 00:00:00', NHITS = '7452.1', Informer = '7498.92', LSTM = '7412.88', iTransformer = '7266.95', TSMixer = '7451.0', TSMixerx = '7393.7', PatchTST = '7456.99', RNN = '7466.12', GRU = '7491.15', TCN = '7492.59', BiTCN = '7451.26', DilatedRNN = '7466.67', MLP = '7400.62', DLinear = '7459.54', NLinear = '7476.41', TFT = '7422.86', StemGNN = '7391.94', MLPMultivariate = '7251.08', TiDE = '7457.2', DeepNPTS = '7413.32', y = '7512.5' WHERE ds = '2024-05-08 00:00:00' -2024-11-20 10:31:52,560 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-08 00:00:00', NHITS = '7452.1', Informer = '7498.92', LSTM = '7412.88', iTransformer = '7266.95', TSMixer = '7451.0', TSMixerx = '7393.7', PatchTST = '7456.99', RNN = '7466.12', GRU = '7491.15', TCN = '7492.59', BiTCN = '7451.26', DilatedRNN = '7466.67', MLP = '7400.62', DLinear = '7459.54', NLinear = '7476.41', TFT = '7422.86', StemGNN = '7391.94', MLPMultivariate = '7251.08', TiDE = '7457.2', DeepNPTS = '7413.32', y = '7512.5' WHERE ds = '2024-05-08 00:00:00' -2024-11-20 10:31:52,562 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-09 00:00:00', NHITS = '7507.17', Informer = '7481.83', LSTM = '7470.25', iTransformer = '7276.28', TSMixer = '7474.45', TSMixerx = '7402.05', PatchTST = '7487.83', RNN = '7516.03', GRU = '7551.66', TCN = '7514.2', BiTCN = '7457.1', DilatedRNN = '7515.92', MLP = '7427.3', DLinear = '7461.2', NLinear = '7499.92', TFT = '7434.42', StemGNN = '7398.46', MLPMultivariate = '7258.22', TiDE = '7479.38', DeepNPTS = '7489.75', y = '7505.0' WHERE ds = '2024-05-09 00:00:00' -2024-11-20 10:31:52,562 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-09 00:00:00', NHITS = '7507.17', Informer = '7481.83', LSTM = '7470.25', iTransformer = '7276.28', TSMixer = '7474.45', TSMixerx = '7402.05', PatchTST = '7487.83', RNN = '7516.03', GRU = '7551.66', TCN = '7514.2', BiTCN = '7457.1', DilatedRNN = '7515.92', MLP = '7427.3', DLinear = '7461.2', NLinear = '7499.92', TFT = '7434.42', StemGNN = '7398.46', MLPMultivariate = '7258.22', TiDE = '7479.38', DeepNPTS = '7489.75', y = '7505.0' WHERE ds = '2024-05-09 00:00:00' -2024-11-20 10:31:52,563 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-10 00:00:00', NHITS = '7513.2', Informer = '7490.87', LSTM = '7449.28', iTransformer = '7300.66', TSMixer = '7485.6', TSMixerx = '7421.4', PatchTST = '7469.69', RNN = '7498.91', GRU = '7523.2', TCN = '7512.77', BiTCN = '7449.59', DilatedRNN = '7501.96', MLP = '7431.21', DLinear = '7468.93', NLinear = '7501.23', TFT = '7437.45', StemGNN = '7405.6', MLPMultivariate = '7252.87', TiDE = '7475.75', DeepNPTS = '7494.29', y = '7477.5' WHERE ds = '2024-05-10 00:00:00' -2024-11-20 10:31:52,563 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-10 00:00:00', NHITS = '7513.2', Informer = '7490.87', LSTM = '7449.28', iTransformer = '7300.66', TSMixer = '7485.6', TSMixerx = '7421.4', PatchTST = '7469.69', RNN = '7498.91', GRU = '7523.2', TCN = '7512.77', BiTCN = '7449.59', DilatedRNN = '7501.96', MLP = '7431.21', DLinear = '7468.93', NLinear = '7501.23', TFT = '7437.45', StemGNN = '7405.6', MLPMultivariate = '7252.87', TiDE = '7475.75', DeepNPTS = '7494.29', y = '7477.5' WHERE ds = '2024-05-10 00:00:00' -2024-11-20 10:31:52,567 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-11 00:00:00', NHITS = '7483.99', Informer = '7472.65', LSTM = '7416.67', iTransformer = '7318.22', TSMixer = '7474.62', TSMixerx = '7444.24', PatchTST = '7451.12', RNN = '7474.21', GRU = '7495.17', TCN = '7500.56', BiTCN = '7435.79', DilatedRNN = '7469.77', MLP = '7434.19', DLinear = '7468.85', NLinear = '7475.62', TFT = '7438.88', StemGNN = '7412.61', MLPMultivariate = '7258.36', TiDE = '7463.97', DeepNPTS = '7463.24', y = '7475.0' WHERE ds = '2024-05-11 00:00:00' -2024-11-20 10:31:52,567 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-11 00:00:00', NHITS = '7483.99', Informer = '7472.65', LSTM = '7416.67', iTransformer = '7318.22', TSMixer = '7474.62', TSMixerx = '7444.24', PatchTST = '7451.12', RNN = '7474.21', GRU = '7495.17', TCN = '7500.56', BiTCN = '7435.79', DilatedRNN = '7469.77', MLP = '7434.19', DLinear = '7468.85', NLinear = '7475.62', TFT = '7438.88', StemGNN = '7412.61', MLPMultivariate = '7258.36', TiDE = '7463.97', DeepNPTS = '7463.24', y = '7475.0' WHERE ds = '2024-05-11 00:00:00' -2024-11-20 10:31:52,570 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-13 00:00:00', NHITS = '7492.02', Informer = '7469.96', LSTM = '7417.52', iTransformer = '7332.23', TSMixer = '7473.29', TSMixerx = '7459.2', PatchTST = '7460.44', RNN = '7485.61', GRU = '7499.11', TCN = '7486.36', BiTCN = '7435.56', DilatedRNN = '7462.95', MLP = '7449.81', DLinear = '7487.18', NLinear = '7477.07', TFT = '7448.36', StemGNN = '7419.8', MLPMultivariate = '7278.9', TiDE = '7470.81', DeepNPTS = '7462.39', y = '7485.0' WHERE ds = '2024-05-13 00:00:00' -2024-11-20 10:31:52,570 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-13 00:00:00', NHITS = '7492.02', Informer = '7469.96', LSTM = '7417.52', iTransformer = '7332.23', TSMixer = '7473.29', TSMixerx = '7459.2', PatchTST = '7460.44', RNN = '7485.61', GRU = '7499.11', TCN = '7486.36', BiTCN = '7435.56', DilatedRNN = '7462.95', MLP = '7449.81', DLinear = '7487.18', NLinear = '7477.07', TFT = '7448.36', StemGNN = '7419.8', MLPMultivariate = '7278.9', TiDE = '7470.81', DeepNPTS = '7462.39', y = '7485.0' WHERE ds = '2024-05-13 00:00:00' -2024-11-20 10:31:52,572 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-14 00:00:00', NHITS = '7485.84', Informer = '7471.29', LSTM = '7430.62', iTransformer = '7342.64', TSMixer = '7479.87', TSMixerx = '7489.41', PatchTST = '7462.96', RNN = '7479.66', GRU = '7511.71', TCN = '7483.63', BiTCN = '7457.97', DilatedRNN = '7468.02', MLP = '7482.82', DLinear = '7489.58', NLinear = '7495.8', TFT = '7450.75', StemGNN = '7428.02', MLPMultivariate = '7325.6', TiDE = '7475.31', DeepNPTS = '7470.97', y = '7507.5' WHERE ds = '2024-05-14 00:00:00' -2024-11-20 10:31:52,572 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-14 00:00:00', NHITS = '7485.84', Informer = '7471.29', LSTM = '7430.62', iTransformer = '7342.64', TSMixer = '7479.87', TSMixerx = '7489.41', PatchTST = '7462.96', RNN = '7479.66', GRU = '7511.71', TCN = '7483.63', BiTCN = '7457.97', DilatedRNN = '7468.02', MLP = '7482.82', DLinear = '7489.58', NLinear = '7495.8', TFT = '7450.75', StemGNN = '7428.02', MLPMultivariate = '7325.6', TiDE = '7475.31', DeepNPTS = '7470.97', y = '7507.5' WHERE ds = '2024-05-14 00:00:00' -2024-11-20 10:31:52,574 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-15 00:00:00', NHITS = '7494.66', Informer = '7527.76', LSTM = '7462.12', iTransformer = '7357.79', TSMixer = '7498.05', TSMixerx = '7496.8', PatchTST = '7487.66', RNN = '7508.05', GRU = '7541.39', TCN = '7503.29', BiTCN = '7486.74', DilatedRNN = '7493.37', MLP = '7518.69', DLinear = '7500.46', NLinear = '7501.49', TFT = '7471.96', StemGNN = '7432.85', MLPMultivariate = '7329.11', TiDE = '7495.48', DeepNPTS = '7474.04', y = '7510.0' WHERE ds = '2024-05-15 00:00:00' -2024-11-20 10:31:52,574 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-15 00:00:00', NHITS = '7494.66', Informer = '7527.76', LSTM = '7462.12', iTransformer = '7357.79', TSMixer = '7498.05', TSMixerx = '7496.8', PatchTST = '7487.66', RNN = '7508.05', GRU = '7541.39', TCN = '7503.29', BiTCN = '7486.74', DilatedRNN = '7493.37', MLP = '7518.69', DLinear = '7500.46', NLinear = '7501.49', TFT = '7471.96', StemGNN = '7432.85', MLPMultivariate = '7329.11', TiDE = '7495.48', DeepNPTS = '7474.04', y = '7510.0' WHERE ds = '2024-05-15 00:00:00' -2024-11-20 10:31:52,576 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-16 00:00:00', NHITS = '7486.32', Informer = '7547.16', LSTM = '7461.93', iTransformer = '7375.92', TSMixer = '7505.98', TSMixerx = '7500.59', PatchTST = '7506.94', RNN = '7517.17', GRU = '7536.9', TCN = '7516.66', BiTCN = '7504.73', DilatedRNN = '7500.54', MLP = '7524.96', DLinear = '7515.96', NLinear = '7497.25', TFT = '7475.93', StemGNN = '7436.31', MLPMultivariate = '7369.26', TiDE = '7509.39', DeepNPTS = '7487.81', y = '7525.0' WHERE ds = '2024-05-16 00:00:00' -2024-11-20 10:31:52,576 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-16 00:00:00', NHITS = '7486.32', Informer = '7547.16', LSTM = '7461.93', iTransformer = '7375.92', TSMixer = '7505.98', TSMixerx = '7500.59', PatchTST = '7506.94', RNN = '7517.17', GRU = '7536.9', TCN = '7516.66', BiTCN = '7504.73', DilatedRNN = '7500.54', MLP = '7524.96', DLinear = '7515.96', NLinear = '7497.25', TFT = '7475.93', StemGNN = '7436.31', MLPMultivariate = '7369.26', TiDE = '7509.39', DeepNPTS = '7487.81', y = '7525.0' WHERE ds = '2024-05-16 00:00:00' -2024-11-20 10:31:52,578 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-17 00:00:00', NHITS = '7495.27', Informer = '7547.66', LSTM = '7484.75', iTransformer = '7363.66', TSMixer = '7512.85', TSMixerx = '7512.16', PatchTST = '7527.19', RNN = '7534.39', GRU = '7561.08', TCN = '7537.95', BiTCN = '7517.79', DilatedRNN = '7529.81', MLP = '7511.87', DLinear = '7526.4', NLinear = '7519.39', TFT = '7487.89', StemGNN = '7438.31', MLPMultivariate = '7337.0', TiDE = '7520.01', DeepNPTS = '7495.98', y = '7587.5' WHERE ds = '2024-05-17 00:00:00' -2024-11-20 10:31:52,578 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-17 00:00:00', NHITS = '7495.27', Informer = '7547.66', LSTM = '7484.75', iTransformer = '7363.66', TSMixer = '7512.85', TSMixerx = '7512.16', PatchTST = '7527.19', RNN = '7534.39', GRU = '7561.08', TCN = '7537.95', BiTCN = '7517.79', DilatedRNN = '7529.81', MLP = '7511.87', DLinear = '7526.4', NLinear = '7519.39', TFT = '7487.89', StemGNN = '7438.31', MLPMultivariate = '7337.0', TiDE = '7520.01', DeepNPTS = '7495.98', y = '7587.5' WHERE ds = '2024-05-17 00:00:00' -2024-11-20 10:31:52,580 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-20 00:00:00', NHITS = '7560.91', Informer = '7627.52', LSTM = '7571.38', iTransformer = '7382.25', TSMixer = '7551.36', TSMixerx = '7540.14', PatchTST = '7599.44', RNN = '7615.53', GRU = '7644.78', TCN = '7640.54', BiTCN = '7541.9', DilatedRNN = '7609.56', MLP = '7537.17', DLinear = '7538.88', NLinear = '7591.33', TFT = '7608.87', StemGNN = '7440.06', MLPMultivariate = '7344.79', TiDE = '7572.66', DeepNPTS = '7580.6', y = '7670.0' WHERE ds = '2024-05-20 00:00:00' -2024-11-20 10:31:52,580 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-20 00:00:00', NHITS = '7560.91', Informer = '7627.52', LSTM = '7571.38', iTransformer = '7382.25', TSMixer = '7551.36', TSMixerx = '7540.14', PatchTST = '7599.44', RNN = '7615.53', GRU = '7644.78', TCN = '7640.54', BiTCN = '7541.9', DilatedRNN = '7609.56', MLP = '7537.17', DLinear = '7538.88', NLinear = '7591.33', TFT = '7608.87', StemGNN = '7440.06', MLPMultivariate = '7344.79', TiDE = '7572.66', DeepNPTS = '7580.6', y = '7670.0' WHERE ds = '2024-05-20 00:00:00' -2024-11-20 10:31:52,582 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-21 00:00:00', NHITS = '7658.46', Informer = '7702.18', LSTM = '7684.89', iTransformer = '7412.29', TSMixer = '7615.56', TSMixerx = '7572.75', PatchTST = '7679.05', RNN = '7723.06', GRU = '7740.26', TCN = '7767.59', BiTCN = '7554.82', DilatedRNN = '7719.04', MLP = '7600.38', DLinear = '7599.58', NLinear = '7671.84', TFT = '7656.84', StemGNN = '7442.83', MLPMultivariate = '7387.49', TiDE = '7645.65', DeepNPTS = '7667.59', y = '7677.5' WHERE ds = '2024-05-21 00:00:00' -2024-11-20 10:31:52,582 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-21 00:00:00', NHITS = '7658.46', Informer = '7702.18', LSTM = '7684.89', iTransformer = '7412.29', TSMixer = '7615.56', TSMixerx = '7572.75', PatchTST = '7679.05', RNN = '7723.06', GRU = '7740.26', TCN = '7767.59', BiTCN = '7554.82', DilatedRNN = '7719.04', MLP = '7600.38', DLinear = '7599.58', NLinear = '7671.84', TFT = '7656.84', StemGNN = '7442.83', MLPMultivariate = '7387.49', TiDE = '7645.65', DeepNPTS = '7667.59', y = '7677.5' WHERE ds = '2024-05-21 00:00:00' -2024-11-20 10:31:52,586 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-22 00:00:00', NHITS = '7658.66', Informer = '7694.97', LSTM = '7674.66', iTransformer = '7429.14', TSMixer = '7638.08', TSMixerx = '7568.24', PatchTST = '7632.54', RNN = '7712.51', GRU = '7717.9', TCN = '7771.7', BiTCN = '7542.16', DilatedRNN = '7724.91', MLP = '7588.67', DLinear = '7629.96', NLinear = '7679.33', TFT = '7656.76', StemGNN = '7446.85', MLPMultivariate = '7412.06', TiDE = '7659.85', DeepNPTS = '7672.34', y = '7677.5' WHERE ds = '2024-05-22 00:00:00' -2024-11-20 10:31:52,586 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-22 00:00:00', NHITS = '7658.66', Informer = '7694.97', LSTM = '7674.66', iTransformer = '7429.14', TSMixer = '7638.08', TSMixerx = '7568.24', PatchTST = '7632.54', RNN = '7712.51', GRU = '7717.9', TCN = '7771.7', BiTCN = '7542.16', DilatedRNN = '7724.91', MLP = '7588.67', DLinear = '7629.96', NLinear = '7679.33', TFT = '7656.76', StemGNN = '7446.85', MLPMultivariate = '7412.06', TiDE = '7659.85', DeepNPTS = '7672.34', y = '7677.5' WHERE ds = '2024-05-22 00:00:00' -2024-11-20 10:31:52,588 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-23 00:00:00', NHITS = '7642.4', Informer = '7676.73', LSTM = '7676.06', iTransformer = '7435.77', TSMixer = '7634.23', TSMixerx = '7552.03', PatchTST = '7612.69', RNN = '7712.66', GRU = '7718.55', TCN = '7767.44', BiTCN = '7536.28', DilatedRNN = '7722.24', MLP = '7566.67', DLinear = '7651.84', NLinear = '7671.41', TFT = '7581.26', StemGNN = '7452.62', MLPMultivariate = '7439.62', TiDE = '7656.34', DeepNPTS = '7653.24', y = '7645.0' WHERE ds = '2024-05-23 00:00:00' -2024-11-20 10:31:52,588 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-23 00:00:00', NHITS = '7642.4', Informer = '7676.73', LSTM = '7676.06', iTransformer = '7435.77', TSMixer = '7634.23', TSMixerx = '7552.03', PatchTST = '7612.69', RNN = '7712.66', GRU = '7718.55', TCN = '7767.44', BiTCN = '7536.28', DilatedRNN = '7722.24', MLP = '7566.67', DLinear = '7651.84', NLinear = '7671.41', TFT = '7581.26', StemGNN = '7452.62', MLPMultivariate = '7439.62', TiDE = '7656.34', DeepNPTS = '7653.24', y = '7645.0' WHERE ds = '2024-05-23 00:00:00' -2024-11-20 10:31:52,590 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-24 00:00:00', NHITS = '7609.85', Informer = '7677.56', LSTM = '7617.06', iTransformer = '7413.75', TSMixer = '7605.9', TSMixerx = '7513.65', PatchTST = '7579.41', RNN = '7654.46', GRU = '7660.86', TCN = '7738.27', BiTCN = '7534.54', DilatedRNN = '7674.64', MLP = '7539.22', DLinear = '7650.42', NLinear = '7640.53', TFT = '7529.25', StemGNN = '7459.19', MLPMultivariate = '7459.08', TiDE = '7620.13', DeepNPTS = '7598.74', y = '7630.0' WHERE ds = '2024-05-24 00:00:00' -2024-11-20 10:31:52,590 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-24 00:00:00', NHITS = '7609.85', Informer = '7677.56', LSTM = '7617.06', iTransformer = '7413.75', TSMixer = '7605.9', TSMixerx = '7513.65', PatchTST = '7579.41', RNN = '7654.46', GRU = '7660.86', TCN = '7738.27', BiTCN = '7534.54', DilatedRNN = '7674.64', MLP = '7539.22', DLinear = '7650.42', NLinear = '7640.53', TFT = '7529.25', StemGNN = '7459.19', MLPMultivariate = '7459.08', TiDE = '7620.13', DeepNPTS = '7598.74', y = '7630.0' WHERE ds = '2024-05-24 00:00:00' -2024-11-20 10:31:52,592 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-27 00:00:00', NHITS = '7602.61', Informer = '7604.74', LSTM = '7602.11', iTransformer = '7442.68', TSMixer = '7591.02', TSMixerx = '7509.58', PatchTST = '7585.75', RNN = '7619.81', GRU = '7655.25', TCN = '7679.82', BiTCN = '7535.6', DilatedRNN = '7648.6', MLP = '7529.26', DLinear = '7610.52', NLinear = '7622.08', TFT = '7536.4', StemGNN = '7467.0', MLPMultivariate = '7448.39', TiDE = '7606.81', DeepNPTS = '7607.49', y = '7650.0' WHERE ds = '2024-05-27 00:00:00' -2024-11-20 10:31:52,592 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-27 00:00:00', NHITS = '7602.61', Informer = '7604.74', LSTM = '7602.11', iTransformer = '7442.68', TSMixer = '7591.02', TSMixerx = '7509.58', PatchTST = '7585.75', RNN = '7619.81', GRU = '7655.25', TCN = '7679.82', BiTCN = '7535.6', DilatedRNN = '7648.6', MLP = '7529.26', DLinear = '7610.52', NLinear = '7622.08', TFT = '7536.4', StemGNN = '7467.0', MLPMultivariate = '7448.39', TiDE = '7606.81', DeepNPTS = '7607.49', y = '7650.0' WHERE ds = '2024-05-27 00:00:00' -2024-11-20 10:31:52,594 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-28 00:00:00', NHITS = '7621.53', Informer = '7579.11', LSTM = '7632.67', iTransformer = '7460.22', TSMixer = '7604.76', TSMixerx = '7536.8', PatchTST = '7604.37', RNN = '7666.65', GRU = '7688.61', TCN = '7713.19', BiTCN = '7536.61', DilatedRNN = '7676.49', MLP = '7535.3', DLinear = '7602.96', NLinear = '7628.69', TFT = '7561.36', StemGNN = '7475.23', MLPMultivariate = '7472.05', TiDE = '7623.2', DeepNPTS = '7637.36', y = '7690.0' WHERE ds = '2024-05-28 00:00:00' -2024-11-20 10:31:52,594 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-28 00:00:00', NHITS = '7621.53', Informer = '7579.11', LSTM = '7632.67', iTransformer = '7460.22', TSMixer = '7604.76', TSMixerx = '7536.8', PatchTST = '7604.37', RNN = '7666.65', GRU = '7688.61', TCN = '7713.19', BiTCN = '7536.61', DilatedRNN = '7676.49', MLP = '7535.3', DLinear = '7602.96', NLinear = '7628.69', TFT = '7561.36', StemGNN = '7475.23', MLPMultivariate = '7472.05', TiDE = '7623.2', DeepNPTS = '7637.36', y = '7690.0' WHERE ds = '2024-05-28 00:00:00' -2024-11-20 10:31:52,597 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-29 00:00:00', NHITS = '7660.31', Informer = '7564.95', LSTM = '7690.2', iTransformer = '7542.13', TSMixer = '7642.38', TSMixerx = '7556.52', PatchTST = '7635.98', RNN = '7722.5', GRU = '7740.62', TCN = '7758.82', BiTCN = '7553.88', DilatedRNN = '7726.35', MLP = '7564.89', DLinear = '7633.76', NLinear = '7662.29', TFT = '7584.71', StemGNN = '7483.88', MLPMultivariate = '7537.41', TiDE = '7655.15', DeepNPTS = '7643.97', y = '7690.0' WHERE ds = '2024-05-29 00:00:00' -2024-11-20 10:31:52,597 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-29 00:00:00', NHITS = '7660.31', Informer = '7564.95', LSTM = '7690.2', iTransformer = '7542.13', TSMixer = '7642.38', TSMixerx = '7556.52', PatchTST = '7635.98', RNN = '7722.5', GRU = '7740.62', TCN = '7758.82', BiTCN = '7553.88', DilatedRNN = '7726.35', MLP = '7564.89', DLinear = '7633.76', NLinear = '7662.29', TFT = '7584.71', StemGNN = '7483.88', MLPMultivariate = '7537.41', TiDE = '7655.15', DeepNPTS = '7643.97', y = '7690.0' WHERE ds = '2024-05-29 00:00:00' -2024-11-20 10:31:52,599 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-30 00:00:00', NHITS = '7659.5', Informer = '7553.99', LSTM = '7679.95', iTransformer = '7592.99', TSMixer = '7652.8', TSMixerx = '7541.2', PatchTST = '7625.44', RNN = '7716.96', GRU = '7723.41', TCN = '7779.81', BiTCN = '7572.33', DilatedRNN = '7718.33', MLP = '7566.44', DLinear = '7647.5', NLinear = '7675.07', TFT = '7605.57', StemGNN = '7492.21', MLPMultivariate = '7596.18', TiDE = '7666.5', DeepNPTS = '7566.29', y = '7716.67' WHERE ds = '2024-05-30 00:00:00' -2024-11-20 10:31:52,599 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-30 00:00:00', NHITS = '7659.5', Informer = '7553.99', LSTM = '7679.95', iTransformer = '7592.99', TSMixer = '7652.8', TSMixerx = '7541.2', PatchTST = '7625.44', RNN = '7716.96', GRU = '7723.41', TCN = '7779.81', BiTCN = '7572.33', DilatedRNN = '7718.33', MLP = '7566.44', DLinear = '7647.5', NLinear = '7675.07', TFT = '7605.57', StemGNN = '7492.21', MLPMultivariate = '7596.18', TiDE = '7666.5', DeepNPTS = '7566.29', y = '7716.67' WHERE ds = '2024-05-30 00:00:00' -2024-11-20 10:31:52,602 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-31 00:00:00', NHITS = '7676.04', Informer = '7592.94', LSTM = '7721.02', iTransformer = '7620.88', TSMixer = '7669.84', TSMixerx = '7558.63', PatchTST = '7640.45', RNN = '7755.05', GRU = '7767.45', TCN = '7825.41', BiTCN = '7589.97', DilatedRNN = '7745.55', MLP = '7604.26', DLinear = '7679.07', NLinear = '7714.9', TFT = '7641.48', StemGNN = '7499.87', MLPMultivariate = '7620.5', TiDE = '7694.39', DeepNPTS = '7561.95', y = '7740.0' WHERE ds = '2024-05-31 00:00:00' -2024-11-20 10:31:52,602 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-31 00:00:00', NHITS = '7676.04', Informer = '7592.94', LSTM = '7721.02', iTransformer = '7620.88', TSMixer = '7669.84', TSMixerx = '7558.63', PatchTST = '7640.45', RNN = '7755.05', GRU = '7767.45', TCN = '7825.41', BiTCN = '7589.97', DilatedRNN = '7745.55', MLP = '7604.26', DLinear = '7679.07', NLinear = '7714.9', TFT = '7641.48', StemGNN = '7499.87', MLPMultivariate = '7620.5', TiDE = '7694.39', DeepNPTS = '7561.95', y = '7740.0' WHERE ds = '2024-05-31 00:00:00' -2024-11-20 10:31:52,604 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-03 00:00:00', NHITS = '7690.19', Informer = '7602.5', LSTM = '7744.59', iTransformer = '7643.27', TSMixer = '7692.21', TSMixerx = '7576.14', PatchTST = '7643.83', RNN = '7774.9', GRU = '7783.75', TCN = '7838.53', BiTCN = '7598.89', DilatedRNN = '7768.8', MLP = '7652.97', DLinear = '7688.61', NLinear = '7744.76', TFT = '7658.11', StemGNN = '7507.05', MLPMultivariate = '7660.01', TiDE = '7713.29', DeepNPTS = '7635.55', y = '7720.0' WHERE ds = '2024-06-03 00:00:00' -2024-11-20 10:31:52,604 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-03 00:00:00', NHITS = '7690.19', Informer = '7602.5', LSTM = '7744.59', iTransformer = '7643.27', TSMixer = '7692.21', TSMixerx = '7576.14', PatchTST = '7643.83', RNN = '7774.9', GRU = '7783.75', TCN = '7838.53', BiTCN = '7598.89', DilatedRNN = '7768.8', MLP = '7652.97', DLinear = '7688.61', NLinear = '7744.76', TFT = '7658.11', StemGNN = '7507.05', MLPMultivariate = '7660.01', TiDE = '7713.29', DeepNPTS = '7635.55', y = '7720.0' WHERE ds = '2024-06-03 00:00:00' -2024-11-20 10:31:52,606 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-04 00:00:00', NHITS = '7676.58', Informer = '7604.72', LSTM = '7709.75', iTransformer = '7625.74', TSMixer = '7686.42', TSMixerx = '7586.88', PatchTST = '7633.54', RNN = '7732.22', GRU = '7745.49', TCN = '7822.4', BiTCN = '7601.66', DilatedRNN = '7739.83', MLP = '7638.93', DLinear = '7670.32', NLinear = '7704.17', TFT = '7640.85', StemGNN = '7512.9', MLPMultivariate = '7624.79', TiDE = '7702.71', DeepNPTS = '7650.31', y = '7650.0' WHERE ds = '2024-06-04 00:00:00' -2024-11-20 10:31:52,606 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-04 00:00:00', NHITS = '7676.58', Informer = '7604.72', LSTM = '7709.75', iTransformer = '7625.74', TSMixer = '7686.42', TSMixerx = '7586.88', PatchTST = '7633.54', RNN = '7732.22', GRU = '7745.49', TCN = '7822.4', BiTCN = '7601.66', DilatedRNN = '7739.83', MLP = '7638.93', DLinear = '7670.32', NLinear = '7704.17', TFT = '7640.85', StemGNN = '7512.9', MLPMultivariate = '7624.79', TiDE = '7702.71', DeepNPTS = '7650.31', y = '7650.0' WHERE ds = '2024-06-04 00:00:00' -2024-11-20 10:31:52,609 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-05 00:00:00', NHITS = '7617.42', Informer = '7585.56', LSTM = '7608.16', iTransformer = '7521.1', TSMixer = '7636.97', TSMixerx = '7592.04', PatchTST = '7619.76', RNN = '7642.54', GRU = '7645.94', TCN = '7710.69', BiTCN = '7592.1', DilatedRNN = '7655.94', MLP = '7600.55', DLinear = '7656.55', NLinear = '7622.66', TFT = '7582.8', StemGNN = '7516.58', MLPMultivariate = '7580.1', TiDE = '7640.7', DeepNPTS = '7558.49', y = '7620.0' WHERE ds = '2024-06-05 00:00:00' -2024-11-20 10:31:52,609 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-05 00:00:00', NHITS = '7617.42', Informer = '7585.56', LSTM = '7608.16', iTransformer = '7521.1', TSMixer = '7636.97', TSMixerx = '7592.04', PatchTST = '7619.76', RNN = '7642.54', GRU = '7645.94', TCN = '7710.69', BiTCN = '7592.1', DilatedRNN = '7655.94', MLP = '7600.55', DLinear = '7656.55', NLinear = '7622.66', TFT = '7582.8', StemGNN = '7516.58', MLPMultivariate = '7580.1', TiDE = '7640.7', DeepNPTS = '7558.49', y = '7620.0' WHERE ds = '2024-06-05 00:00:00' -2024-11-20 10:31:52,611 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-06 00:00:00', NHITS = '7627.55', Informer = '7601.65', LSTM = '7581.97', iTransformer = '7498.69', TSMixer = '7602.71', TSMixerx = '7600.4', PatchTST = '7617.53', RNN = '7613.13', GRU = '7635.79', TCN = '7570.58', BiTCN = '7579.57', DilatedRNN = '7631.12', MLP = '7591.91', DLinear = '7629.57', NLinear = '7600.04', TFT = '7577.28', StemGNN = '7519.33', MLPMultivariate = '7549.89', TiDE = '7594.44', DeepNPTS = '7584.87', y = '7600.0' WHERE ds = '2024-06-06 00:00:00' -2024-11-20 10:31:52,611 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-06 00:00:00', NHITS = '7627.55', Informer = '7601.65', LSTM = '7581.97', iTransformer = '7498.69', TSMixer = '7602.71', TSMixerx = '7600.4', PatchTST = '7617.53', RNN = '7613.13', GRU = '7635.79', TCN = '7570.58', BiTCN = '7579.57', DilatedRNN = '7631.12', MLP = '7591.91', DLinear = '7629.57', NLinear = '7600.04', TFT = '7577.28', StemGNN = '7519.33', MLPMultivariate = '7549.89', TiDE = '7594.44', DeepNPTS = '7584.87', y = '7600.0' WHERE ds = '2024-06-06 00:00:00' -2024-11-20 10:31:52,613 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-07 00:00:00', NHITS = '7620.12', Informer = '7576.07', LSTM = '7555.8', iTransformer = '7496.98', TSMixer = '7587.86', TSMixerx = '7584.3', PatchTST = '7616.1', RNN = '7584.17', GRU = '7614.55', TCN = '7535.23', BiTCN = '7568.33', DilatedRNN = '7605.75', MLP = '7595.99', DLinear = '7578.05', NLinear = '7587.0', TFT = '7574.39', StemGNN = '7522.1', MLPMultivariate = '7512.69', TiDE = '7578.68', DeepNPTS = '7597.59', y = '7606.67' WHERE ds = '2024-06-07 00:00:00' -2024-11-20 10:31:52,613 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-07 00:00:00', NHITS = '7620.12', Informer = '7576.07', LSTM = '7555.8', iTransformer = '7496.98', TSMixer = '7587.86', TSMixerx = '7584.3', PatchTST = '7616.1', RNN = '7584.17', GRU = '7614.55', TCN = '7535.23', BiTCN = '7568.33', DilatedRNN = '7605.75', MLP = '7595.99', DLinear = '7578.05', NLinear = '7587.0', TFT = '7574.39', StemGNN = '7522.1', MLPMultivariate = '7512.69', TiDE = '7578.68', DeepNPTS = '7597.59', y = '7606.67' WHERE ds = '2024-06-07 00:00:00' -2024-11-20 10:31:52,615 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-11 00:00:00', NHITS = '7615.42', Informer = '7561.42', LSTM = '7572.2', iTransformer = '7494.23', TSMixer = '7592.89', TSMixerx = '7608.43', PatchTST = '7623.98', RNN = '7598.93', GRU = '7636.73', TCN = '7560.02', BiTCN = '7573.55', DilatedRNN = '7615.37', MLP = '7596.81', DLinear = '7575.98', NLinear = '7597.5', TFT = '7578.83', StemGNN = '7525.05', MLPMultivariate = '7527.02', TiDE = '7589.47', DeepNPTS = '7608.48', y = '7620.0' WHERE ds = '2024-06-11 00:00:00' -2024-11-20 10:31:52,615 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-11 00:00:00', NHITS = '7615.42', Informer = '7561.42', LSTM = '7572.2', iTransformer = '7494.23', TSMixer = '7592.89', TSMixerx = '7608.43', PatchTST = '7623.98', RNN = '7598.93', GRU = '7636.73', TCN = '7560.02', BiTCN = '7573.55', DilatedRNN = '7615.37', MLP = '7596.81', DLinear = '7575.98', NLinear = '7597.5', TFT = '7578.83', StemGNN = '7525.05', MLPMultivariate = '7527.02', TiDE = '7589.47', DeepNPTS = '7608.48', y = '7620.0' WHERE ds = '2024-06-11 00:00:00' -2024-11-20 10:31:52,619 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-12 00:00:00', NHITS = '7611.62', Informer = '7553.93', LSTM = '7591.31', iTransformer = '7496.85', TSMixer = '7606.43', TSMixerx = '7639.72', PatchTST = '7624.18', RNN = '7636.33', GRU = '7654.1', TCN = '7637.44', BiTCN = '7589.62', DilatedRNN = '7633.55', MLP = '7569.36', DLinear = '7605.97', NLinear = '7609.05', TFT = '7591.22', StemGNN = '7527.96', MLPMultivariate = '7539.77', TiDE = '7601.45', DeepNPTS = '7616.41', y = '7673.33' WHERE ds = '2024-06-12 00:00:00' -2024-11-20 10:31:52,619 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-12 00:00:00', NHITS = '7611.62', Informer = '7553.93', LSTM = '7591.31', iTransformer = '7496.85', TSMixer = '7606.43', TSMixerx = '7639.72', PatchTST = '7624.18', RNN = '7636.33', GRU = '7654.1', TCN = '7637.44', BiTCN = '7589.62', DilatedRNN = '7633.55', MLP = '7569.36', DLinear = '7605.97', NLinear = '7609.05', TFT = '7591.22', StemGNN = '7527.96', MLPMultivariate = '7539.77', TiDE = '7601.45', DeepNPTS = '7616.41', y = '7673.33' WHERE ds = '2024-06-12 00:00:00' -2024-11-20 10:31:52,621 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-13 00:00:00', NHITS = '7655.61', Informer = '7603.46', LSTM = '7674.73', iTransformer = '7519.39', TSMixer = '7641.07', TSMixerx = '7638.81', PatchTST = '7672.45', RNN = '7713.7', GRU = '7731.49', TCN = '7805.59', BiTCN = '7621.73', DilatedRNN = '7705.76', MLP = '7603.03', DLinear = '7659.96', NLinear = '7673.02', TFT = '7621.81', StemGNN = '7532.56', MLPMultivariate = '7584.4', TiDE = '7645.12', DeepNPTS = '7648.14', y = '7690.0' WHERE ds = '2024-06-13 00:00:00' -2024-11-20 10:31:52,621 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-13 00:00:00', NHITS = '7655.61', Informer = '7603.46', LSTM = '7674.73', iTransformer = '7519.39', TSMixer = '7641.07', TSMixerx = '7638.81', PatchTST = '7672.45', RNN = '7713.7', GRU = '7731.49', TCN = '7805.59', BiTCN = '7621.73', DilatedRNN = '7705.76', MLP = '7603.03', DLinear = '7659.96', NLinear = '7673.02', TFT = '7621.81', StemGNN = '7532.56', MLPMultivariate = '7584.4', TiDE = '7645.12', DeepNPTS = '7648.14', y = '7690.0' WHERE ds = '2024-06-13 00:00:00' -2024-11-20 10:31:52,623 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-14 00:00:00', NHITS = '7662.58', Informer = '7670.16', LSTM = '7685.94', iTransformer = '7575.84', TSMixer = '7660.44', TSMixerx = '7647.96', PatchTST = '7682.6', RNN = '7725.29', GRU = '7731.85', TCN = '7828.61', BiTCN = '7646.61', DilatedRNN = '7720.59', MLP = '7639.52', DLinear = '7679.22', NLinear = '7692.25', TFT = '7660.54', StemGNN = '7536.97', MLPMultivariate = '7625.65', TiDE = '7665.64', DeepNPTS = '7660.87', y = '7690.0' WHERE ds = '2024-06-14 00:00:00' -2024-11-20 10:31:52,623 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-14 00:00:00', NHITS = '7662.58', Informer = '7670.16', LSTM = '7685.94', iTransformer = '7575.84', TSMixer = '7660.44', TSMixerx = '7647.96', PatchTST = '7682.6', RNN = '7725.29', GRU = '7731.85', TCN = '7828.61', BiTCN = '7646.61', DilatedRNN = '7720.59', MLP = '7639.52', DLinear = '7679.22', NLinear = '7692.25', TFT = '7660.54', StemGNN = '7536.97', MLPMultivariate = '7625.65', TiDE = '7665.64', DeepNPTS = '7660.87', y = '7690.0' WHERE ds = '2024-06-14 00:00:00' -2024-11-20 10:31:52,625 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-17 00:00:00', NHITS = '7671.29', Informer = '7647.84', LSTM = '7684.84', iTransformer = '7597.49', TSMixer = '7665.59', TSMixerx = '7665.5', PatchTST = '7691.83', RNN = '7715.76', GRU = '7728.39', TCN = '7830.33', BiTCN = '7664.51', DilatedRNN = '7720.84', MLP = '7657.3', DLinear = '7667.72', NLinear = '7690.86', TFT = '7643.12', StemGNN = '7541.43', MLPMultivariate = '7646.18', TiDE = '7679.22', DeepNPTS = '7629.43', y = '7656.67' WHERE ds = '2024-06-17 00:00:00' -2024-11-20 10:31:52,625 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-17 00:00:00', NHITS = '7671.29', Informer = '7647.84', LSTM = '7684.84', iTransformer = '7597.49', TSMixer = '7665.59', TSMixerx = '7665.5', PatchTST = '7691.83', RNN = '7715.76', GRU = '7728.39', TCN = '7830.33', BiTCN = '7664.51', DilatedRNN = '7720.84', MLP = '7657.3', DLinear = '7667.72', NLinear = '7690.86', TFT = '7643.12', StemGNN = '7541.43', MLPMultivariate = '7646.18', TiDE = '7679.22', DeepNPTS = '7629.43', y = '7656.67' WHERE ds = '2024-06-17 00:00:00' -2024-11-20 10:31:52,628 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-18 00:00:00', NHITS = '7654.17', Informer = '7665.9', LSTM = '7629.33', iTransformer = '7606.86', TSMixer = '7644.06', TSMixerx = '7636.13', PatchTST = '7666.63', RNN = '7667.54', GRU = '7672.72', TCN = '7798.64', BiTCN = '7652.07', DilatedRNN = '7680.42', MLP = '7619.72', DLinear = '7641.58', NLinear = '7656.95', TFT = '7592.23', StemGNN = '7545.62', MLPMultivariate = '7627.04', TiDE = '7657.63', DeepNPTS = '7638.64', y = '7656.67' WHERE ds = '2024-06-18 00:00:00' -2024-11-20 10:31:52,628 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-18 00:00:00', NHITS = '7654.17', Informer = '7665.9', LSTM = '7629.33', iTransformer = '7606.86', TSMixer = '7644.06', TSMixerx = '7636.13', PatchTST = '7666.63', RNN = '7667.54', GRU = '7672.72', TCN = '7798.64', BiTCN = '7652.07', DilatedRNN = '7680.42', MLP = '7619.72', DLinear = '7641.58', NLinear = '7656.95', TFT = '7592.23', StemGNN = '7545.62', MLPMultivariate = '7627.04', TiDE = '7657.63', DeepNPTS = '7638.64', y = '7656.67' WHERE ds = '2024-06-18 00:00:00' -2024-11-20 10:31:52,630 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-19 00:00:00', NHITS = '7727.11', Informer = '7640.08', LSTM = '7638.93', iTransformer = '7578.59', TSMixer = '7636.68', TSMixerx = '7591.02', PatchTST = '7659.72', RNN = '7664.19', GRU = '7690.23', TCN = '7756.19', BiTCN = '7637.89', DilatedRNN = '7681.55', MLP = '7618.03', DLinear = '7634.64', NLinear = '7654.33', TFT = '7591.34', StemGNN = '7548.8', MLPMultivariate = '7635.99', TiDE = '7636.73', DeepNPTS = '7637.2', y = '7670.0' WHERE ds = '2024-06-19 00:00:00' -2024-11-20 10:31:52,630 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-19 00:00:00', NHITS = '7727.11', Informer = '7640.08', LSTM = '7638.93', iTransformer = '7578.59', TSMixer = '7636.68', TSMixerx = '7591.02', PatchTST = '7659.72', RNN = '7664.19', GRU = '7690.23', TCN = '7756.19', BiTCN = '7637.89', DilatedRNN = '7681.55', MLP = '7618.03', DLinear = '7634.64', NLinear = '7654.33', TFT = '7591.34', StemGNN = '7548.8', MLPMultivariate = '7635.99', TiDE = '7636.73', DeepNPTS = '7637.2', y = '7670.0' WHERE ds = '2024-06-19 00:00:00' -2024-11-20 10:31:52,632 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-20 00:00:00', NHITS = '7756.39', Informer = '7659.25', LSTM = '7656.39', iTransformer = '7564.65', TSMixer = '7645.7', TSMixerx = '7595.62', PatchTST = '7650.33', RNN = '7687.96', GRU = '7706.14', TCN = '7773.77', BiTCN = '7634.08', DilatedRNN = '7701.54', MLP = '7642.69', DLinear = '7644.28', NLinear = '7666.27', TFT = '7593.11', StemGNN = '7552.24', MLPMultivariate = '7671.8', TiDE = '7632.11', DeepNPTS = '7650.3', y = '7680.0' WHERE ds = '2024-06-20 00:00:00' -2024-11-20 10:31:52,632 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-20 00:00:00', NHITS = '7756.39', Informer = '7659.25', LSTM = '7656.39', iTransformer = '7564.65', TSMixer = '7645.7', TSMixerx = '7595.62', PatchTST = '7650.33', RNN = '7687.96', GRU = '7706.14', TCN = '7773.77', BiTCN = '7634.08', DilatedRNN = '7701.54', MLP = '7642.69', DLinear = '7644.28', NLinear = '7666.27', TFT = '7593.11', StemGNN = '7552.24', MLPMultivariate = '7671.8', TiDE = '7632.11', DeepNPTS = '7650.3', y = '7680.0' WHERE ds = '2024-06-20 00:00:00' -2024-11-20 10:31:52,634 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-21 00:00:00', NHITS = '7726.67', Informer = '7685.7', LSTM = '7669.65', iTransformer = '7563.31', TSMixer = '7659.75', TSMixerx = '7610.74', PatchTST = '7654.26', RNN = '7698.64', GRU = '7717.54', TCN = '7814.91', BiTCN = '7636.12', DilatedRNN = '7712.27', MLP = '7668.85', DLinear = '7668.87', NLinear = '7677.59', TFT = '7596.45', StemGNN = '7556.53', MLPMultivariate = '7678.47', TiDE = '7647.91', DeepNPTS = '7660.17', y = '7680.0' WHERE ds = '2024-06-21 00:00:00' -2024-11-20 10:31:52,634 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-21 00:00:00', NHITS = '7726.67', Informer = '7685.7', LSTM = '7669.65', iTransformer = '7563.31', TSMixer = '7659.75', TSMixerx = '7610.74', PatchTST = '7654.26', RNN = '7698.64', GRU = '7717.54', TCN = '7814.91', BiTCN = '7636.12', DilatedRNN = '7712.27', MLP = '7668.85', DLinear = '7668.87', NLinear = '7677.59', TFT = '7596.45', StemGNN = '7556.53', MLPMultivariate = '7678.47', TiDE = '7647.91', DeepNPTS = '7660.17', y = '7680.0' WHERE ds = '2024-06-21 00:00:00' -2024-11-20 10:31:52,637 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-24 00:00:00', NHITS = '7694.64', Informer = '7672.12', LSTM = '7667.38', iTransformer = '7570.59', TSMixer = '7668.28', TSMixerx = '7625.21', PatchTST = '7646.98', RNN = '7705.2', GRU = '7713.55', TCN = '7819.28', BiTCN = '7629.2', DilatedRNN = '7707.03', MLP = '7645.71', DLinear = '7680.38', NLinear = '7684.28', TFT = '7592.7', StemGNN = '7561.85', MLPMultivariate = '7657.72', TiDE = '7666.29', DeepNPTS = '7648.92', y = '7680.0' WHERE ds = '2024-06-24 00:00:00' -2024-11-20 10:31:52,637 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-24 00:00:00', NHITS = '7694.64', Informer = '7672.12', LSTM = '7667.38', iTransformer = '7570.59', TSMixer = '7668.28', TSMixerx = '7625.21', PatchTST = '7646.98', RNN = '7705.2', GRU = '7713.55', TCN = '7819.28', BiTCN = '7629.2', DilatedRNN = '7707.03', MLP = '7645.71', DLinear = '7680.38', NLinear = '7684.28', TFT = '7592.7', StemGNN = '7561.85', MLPMultivariate = '7657.72', TiDE = '7666.29', DeepNPTS = '7648.92', y = '7680.0' WHERE ds = '2024-06-24 00:00:00' -2024-11-20 10:31:52,639 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-25 00:00:00', NHITS = '7656.97', Informer = '7685.36', LSTM = '7667.81', iTransformer = '7584.83', TSMixer = '7669.49', TSMixerx = '7652.55', PatchTST = '7639.3', RNN = '7702.86', GRU = '7714.04', TCN = '7804.54', BiTCN = '7638.43', DilatedRNN = '7698.53', MLP = '7635.15', DLinear = '7695.28', NLinear = '7680.91', TFT = '7592.76', StemGNN = '7567.32', MLPMultivariate = '7651.89', TiDE = '7677.07', DeepNPTS = '7634.02', y = '7693.33' WHERE ds = '2024-06-25 00:00:00' -2024-11-20 10:31:52,639 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-25 00:00:00', NHITS = '7656.97', Informer = '7685.36', LSTM = '7667.81', iTransformer = '7584.83', TSMixer = '7669.49', TSMixerx = '7652.55', PatchTST = '7639.3', RNN = '7702.86', GRU = '7714.04', TCN = '7804.54', BiTCN = '7638.43', DilatedRNN = '7698.53', MLP = '7635.15', DLinear = '7695.28', NLinear = '7680.91', TFT = '7592.76', StemGNN = '7567.32', MLPMultivariate = '7651.89', TiDE = '7677.07', DeepNPTS = '7634.02', y = '7693.33' WHERE ds = '2024-06-25 00:00:00' -2024-11-20 10:31:52,641 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-26 00:00:00', NHITS = '7663.05', Informer = '7700.56', LSTM = '7688.21', iTransformer = '7592.06', TSMixer = '7675.82', TSMixerx = '7671.93', PatchTST = '7645.04', RNN = '7717.94', GRU = '7733.98', TCN = '7810.16', BiTCN = '7655.06', DilatedRNN = '7714.51', MLP = '7645.3', DLinear = '7714.43', NLinear = '7695.17', TFT = '7603.42', StemGNN = '7572.47', MLPMultivariate = '7672.88', TiDE = '7691.75', DeepNPTS = '7632.18', y = '7716.67' WHERE ds = '2024-06-26 00:00:00' -2024-11-20 10:31:52,641 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-26 00:00:00', NHITS = '7663.05', Informer = '7700.56', LSTM = '7688.21', iTransformer = '7592.06', TSMixer = '7675.82', TSMixerx = '7671.93', PatchTST = '7645.04', RNN = '7717.94', GRU = '7733.98', TCN = '7810.16', BiTCN = '7655.06', DilatedRNN = '7714.51', MLP = '7645.3', DLinear = '7714.43', NLinear = '7695.17', TFT = '7603.42', StemGNN = '7572.47', MLPMultivariate = '7672.88', TiDE = '7691.75', DeepNPTS = '7632.18', y = '7716.67' WHERE ds = '2024-06-26 00:00:00' -2024-11-20 10:31:52,643 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-27 00:00:00', NHITS = '7677.4', Informer = '7733.3', LSTM = '7717.34', iTransformer = '7581.76', TSMixer = '7688.27', TSMixerx = '7684.8', PatchTST = '7672.33', RNN = '7746.99', GRU = '7762.31', TCN = '7828.62', BiTCN = '7679.04', DilatedRNN = '7743.03', MLP = '7653.37', DLinear = '7703.94', NLinear = '7708.81', TFT = '7629.43', StemGNN = '7577.01', MLPMultivariate = '7688.28', TiDE = '7699.69', DeepNPTS = '7625.66', y = '7723.33' WHERE ds = '2024-06-27 00:00:00' -2024-11-20 10:31:52,643 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-27 00:00:00', NHITS = '7677.4', Informer = '7733.3', LSTM = '7717.34', iTransformer = '7581.76', TSMixer = '7688.27', TSMixerx = '7684.8', PatchTST = '7672.33', RNN = '7746.99', GRU = '7762.31', TCN = '7828.62', BiTCN = '7679.04', DilatedRNN = '7743.03', MLP = '7653.37', DLinear = '7703.94', NLinear = '7708.81', TFT = '7629.43', StemGNN = '7577.01', MLPMultivariate = '7688.28', TiDE = '7699.69', DeepNPTS = '7625.66', y = '7723.33' WHERE ds = '2024-06-27 00:00:00' -2024-11-20 10:31:52,645 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-28 00:00:00', NHITS = '7677.32', Informer = '7757.11', LSTM = '7720.51', iTransformer = '7600.88', TSMixer = '7694.57', TSMixerx = '7678.53', PatchTST = '7677.87', RNN = '7750.27', GRU = '7761.7', TCN = '7842.71', BiTCN = '7690.04', DilatedRNN = '7751.73', MLP = '7651.4', DLinear = '7685.27', NLinear = '7712.89', TFT = '7630.63', StemGNN = '7581.37', MLPMultivariate = '7685.2', TiDE = '7704.47', DeepNPTS = '7616.63', y = '7730.0' WHERE ds = '2024-06-28 00:00:00' -2024-11-20 10:31:52,645 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-28 00:00:00', NHITS = '7677.32', Informer = '7757.11', LSTM = '7720.51', iTransformer = '7600.88', TSMixer = '7694.57', TSMixerx = '7678.53', PatchTST = '7677.87', RNN = '7750.27', GRU = '7761.7', TCN = '7842.71', BiTCN = '7690.04', DilatedRNN = '7751.73', MLP = '7651.4', DLinear = '7685.27', NLinear = '7712.89', TFT = '7630.63', StemGNN = '7581.37', MLPMultivariate = '7685.2', TiDE = '7704.47', DeepNPTS = '7616.63', y = '7730.0' WHERE ds = '2024-06-28 00:00:00' -2024-11-20 10:31:52,647 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-01 00:00:00', NHITS = '7707.93', Informer = '7783.31', LSTM = '7729.01', iTransformer = '7658.78', TSMixer = '7698.83', TSMixerx = '7678.79', PatchTST = '7708.14', RNN = '7757.56', GRU = '7769.41', TCN = '7858.08', BiTCN = '7695.38', DilatedRNN = '7759.5', MLP = '7666.04', DLinear = '7688.93', NLinear = '7720.96', TFT = '7649.1', StemGNN = '7586.13', MLPMultivariate = '7704.59', TiDE = '7715.52', DeepNPTS = '7664.76', y = '7763.33' WHERE ds = '2024-07-01 00:00:00' -2024-11-20 10:31:52,647 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-01 00:00:00', NHITS = '7707.93', Informer = '7783.31', LSTM = '7729.01', iTransformer = '7658.78', TSMixer = '7698.83', TSMixerx = '7678.79', PatchTST = '7708.14', RNN = '7757.56', GRU = '7769.41', TCN = '7858.08', BiTCN = '7695.38', DilatedRNN = '7759.5', MLP = '7666.04', DLinear = '7688.93', NLinear = '7720.96', TFT = '7649.1', StemGNN = '7586.13', MLPMultivariate = '7704.59', TiDE = '7715.52', DeepNPTS = '7664.76', y = '7763.33' WHERE ds = '2024-07-01 00:00:00' -2024-11-20 10:31:52,650 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-02 00:00:00', NHITS = '7751.55', Informer = '7828.43', LSTM = '7773.13', iTransformer = '7771.68', TSMixer = '7722.98', TSMixerx = '7680.78', PatchTST = '7739.17', RNN = '7797.09', GRU = '7808.54', TCN = '7880.75', BiTCN = '7688.06', DilatedRNN = '7793.55', MLP = '7695.02', DLinear = '7722.0', NLinear = '7756.72', TFT = '7715.2', StemGNN = '7592.57', MLPMultivariate = '7759.12', TiDE = '7744.77', DeepNPTS = '7741.74', y = '7780.0' WHERE ds = '2024-07-02 00:00:00' -2024-11-20 10:31:52,650 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-02 00:00:00', NHITS = '7751.55', Informer = '7828.43', LSTM = '7773.13', iTransformer = '7771.68', TSMixer = '7722.98', TSMixerx = '7680.78', PatchTST = '7739.17', RNN = '7797.09', GRU = '7808.54', TCN = '7880.75', BiTCN = '7688.06', DilatedRNN = '7793.55', MLP = '7695.02', DLinear = '7722.0', NLinear = '7756.72', TFT = '7715.2', StemGNN = '7592.57', MLPMultivariate = '7759.12', TiDE = '7744.77', DeepNPTS = '7741.74', y = '7780.0' WHERE ds = '2024-07-02 00:00:00' -2024-11-20 10:31:52,654 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-03 00:00:00', NHITS = '7762.43', Informer = '7821.1', LSTM = '7785.83', iTransformer = '7768.14', TSMixer = '7737.08', TSMixerx = '7688.67', PatchTST = '7737.38', RNN = '7805.72', GRU = '7814.84', TCN = '7884.52', BiTCN = '7671.07', DilatedRNN = '7805.74', MLP = '7699.38', DLinear = '7736.65', NLinear = '7780.01', TFT = '7781.53', StemGNN = '7600.68', MLPMultivariate = '7781.87', TiDE = '7747.47', DeepNPTS = '7776.13', y = '7800.0' WHERE ds = '2024-07-03 00:00:00' -2024-11-20 10:31:52,654 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-03 00:00:00', NHITS = '7762.43', Informer = '7821.1', LSTM = '7785.83', iTransformer = '7768.14', TSMixer = '7737.08', TSMixerx = '7688.67', PatchTST = '7737.38', RNN = '7805.72', GRU = '7814.84', TCN = '7884.52', BiTCN = '7671.07', DilatedRNN = '7805.74', MLP = '7699.38', DLinear = '7736.65', NLinear = '7780.01', TFT = '7781.53', StemGNN = '7600.68', MLPMultivariate = '7781.87', TiDE = '7747.47', DeepNPTS = '7776.13', y = '7800.0' WHERE ds = '2024-07-03 00:00:00' -2024-11-20 10:31:52,656 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-04 00:00:00', NHITS = '7786.08', Informer = '7820.99', LSTM = '7808.32', iTransformer = '7778.61', TSMixer = '7757.09', TSMixerx = '7698.67', PatchTST = '7767.39', RNN = '7826.63', GRU = '7834.39', TCN = '7886.31', BiTCN = '7664.84', DilatedRNN = '7824.24', MLP = '7716.39', DLinear = '7755.69', NLinear = '7793.56', TFT = '7744.54', StemGNN = '7607.4', MLPMultivariate = '7810.21', TiDE = '7767.25', DeepNPTS = '7795.52', y = '7800.0' WHERE ds = '2024-07-04 00:00:00' -2024-11-20 10:31:52,656 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-04 00:00:00', NHITS = '7786.08', Informer = '7820.99', LSTM = '7808.32', iTransformer = '7778.61', TSMixer = '7757.09', TSMixerx = '7698.67', PatchTST = '7767.39', RNN = '7826.63', GRU = '7834.39', TCN = '7886.31', BiTCN = '7664.84', DilatedRNN = '7824.24', MLP = '7716.39', DLinear = '7755.69', NLinear = '7793.56', TFT = '7744.54', StemGNN = '7607.4', MLPMultivariate = '7810.21', TiDE = '7767.25', DeepNPTS = '7795.52', y = '7800.0' WHERE ds = '2024-07-04 00:00:00' -2024-11-20 10:31:52,658 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-05 00:00:00', NHITS = '7786.85', Informer = '7820.6', LSTM = '7802.07', iTransformer = '7857.05', TSMixer = '7765.0', TSMixerx = '7704.08', PatchTST = '7775.88', RNN = '7824.34', GRU = '7824.23', TCN = '7867.37', BiTCN = '7675.64', DilatedRNN = '7822.93', MLP = '7717.42', DLinear = '7771.03', NLinear = '7787.48', TFT = '7722.59', StemGNN = '7614.78', MLPMultivariate = '7784.03', TiDE = '7781.0', DeepNPTS = '7773.13', y = '7766.67' WHERE ds = '2024-07-05 00:00:00' -2024-11-20 10:31:52,658 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-05 00:00:00', NHITS = '7786.85', Informer = '7820.6', LSTM = '7802.07', iTransformer = '7857.05', TSMixer = '7765.0', TSMixerx = '7704.08', PatchTST = '7775.88', RNN = '7824.34', GRU = '7824.23', TCN = '7867.37', BiTCN = '7675.64', DilatedRNN = '7822.93', MLP = '7717.42', DLinear = '7771.03', NLinear = '7787.48', TFT = '7722.59', StemGNN = '7614.78', MLPMultivariate = '7784.03', TiDE = '7781.0', DeepNPTS = '7773.13', y = '7766.67' WHERE ds = '2024-07-05 00:00:00' -2024-11-20 10:31:52,661 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-08 00:00:00', NHITS = '7750.86', Informer = '7775.85', LSTM = '7756.63', iTransformer = '7790.97', TSMixer = '7745.48', TSMixerx = '7728.45', PatchTST = '7735.1', RNN = '7771.43', GRU = '7782.12', TCN = '7830.41', BiTCN = '7681.79', DilatedRNN = '7783.1', MLP = '7680.52', DLinear = '7766.86', NLinear = '7756.73', TFT = '7673.49', StemGNN = '7623.7', MLPMultivariate = '7743.8', TiDE = '7760.92', DeepNPTS = '7733.4', y = '7746.67' WHERE ds = '2024-07-08 00:00:00' -2024-11-20 10:31:52,661 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-08 00:00:00', NHITS = '7750.86', Informer = '7775.85', LSTM = '7756.63', iTransformer = '7790.97', TSMixer = '7745.48', TSMixerx = '7728.45', PatchTST = '7735.1', RNN = '7771.43', GRU = '7782.12', TCN = '7830.41', BiTCN = '7681.79', DilatedRNN = '7783.1', MLP = '7680.52', DLinear = '7766.86', NLinear = '7756.73', TFT = '7673.49', StemGNN = '7623.7', MLPMultivariate = '7743.8', TiDE = '7760.92', DeepNPTS = '7733.4', y = '7746.67' WHERE ds = '2024-07-08 00:00:00' -2024-11-20 10:31:52,663 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-09 00:00:00', NHITS = '7722.96', Informer = '7771.44', LSTM = '7738.08', iTransformer = '7700.89', TSMixer = '7723.15', TSMixerx = '7740.89', PatchTST = '7719.52', RNN = '7758.3', GRU = '7770.58', TCN = '7808.82', BiTCN = '7683.28', DilatedRNN = '7764.36', MLP = '7650.72', DLinear = '7738.94', NLinear = '7735.36', TFT = '7674.87', StemGNN = '7632.98', MLPMultivariate = '7718.29', TiDE = '7736.34', DeepNPTS = '7708.61', y = '7720.0' WHERE ds = '2024-07-09 00:00:00' -2024-11-20 10:31:52,663 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-09 00:00:00', NHITS = '7722.96', Informer = '7771.44', LSTM = '7738.08', iTransformer = '7700.89', TSMixer = '7723.15', TSMixerx = '7740.89', PatchTST = '7719.52', RNN = '7758.3', GRU = '7770.58', TCN = '7808.82', BiTCN = '7683.28', DilatedRNN = '7764.36', MLP = '7650.72', DLinear = '7738.94', NLinear = '7735.36', TFT = '7674.87', StemGNN = '7632.98', MLPMultivariate = '7718.29', TiDE = '7736.34', DeepNPTS = '7708.61', y = '7720.0' WHERE ds = '2024-07-09 00:00:00' -2024-11-20 10:31:52,665 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-10 00:00:00', NHITS = '7678.34', Informer = '7688.29', LSTM = '7704.44', iTransformer = '7589.11', TSMixer = '7701.77', TSMixerx = '7712.37', PatchTST = '7697.39', RNN = '7727.91', GRU = '7738.12', TCN = '7775.17', BiTCN = '7671.93', DilatedRNN = '7736.38', MLP = '7618.9', DLinear = '7709.76', NLinear = '7703.35', TFT = '7668.79', StemGNN = '7641.77', MLPMultivariate = '7677.77', TiDE = '7704.73', DeepNPTS = '7692.53', y = '7693.33' WHERE ds = '2024-07-10 00:00:00' -2024-11-20 10:31:52,665 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-10 00:00:00', NHITS = '7678.34', Informer = '7688.29', LSTM = '7704.44', iTransformer = '7589.11', TSMixer = '7701.77', TSMixerx = '7712.37', PatchTST = '7697.39', RNN = '7727.91', GRU = '7738.12', TCN = '7775.17', BiTCN = '7671.93', DilatedRNN = '7736.38', MLP = '7618.9', DLinear = '7709.76', NLinear = '7703.35', TFT = '7668.79', StemGNN = '7641.77', MLPMultivariate = '7677.77', TiDE = '7704.73', DeepNPTS = '7692.53', y = '7693.33' WHERE ds = '2024-07-10 00:00:00' -2024-11-20 10:31:52,668 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-11 00:00:00', NHITS = '7648.69', Informer = '7674.48', LSTM = '7673.89', iTransformer = '7581.47', TSMixer = '7676.21', TSMixerx = '7708.96', PatchTST = '7680.71', RNN = '7693.04', GRU = '7711.88', TCN = '7753.58', BiTCN = '7666.8', DilatedRNN = '7706.51', MLP = '7619.0', DLinear = '7682.29', NLinear = '7677.71', TFT = '7681.14', StemGNN = '7649.18', MLPMultivariate = '7661.22', TiDE = '7672.21', DeepNPTS = '7680.78', y = '7686.67' WHERE ds = '2024-07-11 00:00:00' -2024-11-20 10:31:52,668 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-11 00:00:00', NHITS = '7648.69', Informer = '7674.48', LSTM = '7673.89', iTransformer = '7581.47', TSMixer = '7676.21', TSMixerx = '7708.96', PatchTST = '7680.71', RNN = '7693.04', GRU = '7711.88', TCN = '7753.58', BiTCN = '7666.8', DilatedRNN = '7706.51', MLP = '7619.0', DLinear = '7682.29', NLinear = '7677.71', TFT = '7681.14', StemGNN = '7649.18', MLPMultivariate = '7661.22', TiDE = '7672.21', DeepNPTS = '7680.78', y = '7686.67' WHERE ds = '2024-07-11 00:00:00' -2024-11-20 10:31:52,670 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-12 00:00:00', NHITS = '7669.61', Informer = '7650.62', LSTM = '7671.48', iTransformer = '7621.69', TSMixer = '7665.51', TSMixerx = '7658.81', PatchTST = '7675.2', RNN = '7701.66', GRU = '7714.63', TCN = '7765.84', BiTCN = '7667.84', DilatedRNN = '7701.91', MLP = '7626.23', DLinear = '7678.42', NLinear = '7672.11', TFT = '7680.77', StemGNN = '7656.73', MLPMultivariate = '7648.62', TiDE = '7658.77', DeepNPTS = '7681.25', y = '7680.0' WHERE ds = '2024-07-12 00:00:00' -2024-11-20 10:31:52,670 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-12 00:00:00', NHITS = '7669.61', Informer = '7650.62', LSTM = '7671.48', iTransformer = '7621.69', TSMixer = '7665.51', TSMixerx = '7658.81', PatchTST = '7675.2', RNN = '7701.66', GRU = '7714.63', TCN = '7765.84', BiTCN = '7667.84', DilatedRNN = '7701.91', MLP = '7626.23', DLinear = '7678.42', NLinear = '7672.11', TFT = '7680.77', StemGNN = '7656.73', MLPMultivariate = '7648.62', TiDE = '7658.77', DeepNPTS = '7681.25', y = '7680.0' WHERE ds = '2024-07-12 00:00:00' -2024-11-20 10:31:52,672 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-15 00:00:00', NHITS = '7674.74', Informer = '7636.96', LSTM = '7662.9', iTransformer = '7660.4', TSMixer = '7664.41', TSMixerx = '7649.86', PatchTST = '7662.4', RNN = '7692.31', GRU = '7707.55', TCN = '7758.14', BiTCN = '7666.8', DilatedRNN = '7694.71', MLP = '7642.93', DLinear = '7675.73', NLinear = '7670.65', TFT = '7683.32', StemGNN = '7663.66', MLPMultivariate = '7658.05', TiDE = '7658.65', DeepNPTS = '7685.69', y = '7680.0' WHERE ds = '2024-07-15 00:00:00' -2024-11-20 10:31:52,672 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-15 00:00:00', NHITS = '7674.74', Informer = '7636.96', LSTM = '7662.9', iTransformer = '7660.4', TSMixer = '7664.41', TSMixerx = '7649.86', PatchTST = '7662.4', RNN = '7692.31', GRU = '7707.55', TCN = '7758.14', BiTCN = '7666.8', DilatedRNN = '7694.71', MLP = '7642.93', DLinear = '7675.73', NLinear = '7670.65', TFT = '7683.32', StemGNN = '7663.66', MLPMultivariate = '7658.05', TiDE = '7658.65', DeepNPTS = '7685.69', y = '7680.0' WHERE ds = '2024-07-15 00:00:00' -2024-11-20 10:31:52,675 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-16 00:00:00', NHITS = '7651.22', Informer = '7665.87', LSTM = '7666.36', iTransformer = '7679.77', TSMixer = '7669.12', TSMixerx = '7662.39', PatchTST = '7662.32', RNN = '7694.89', GRU = '7712.67', TCN = '7768.03', BiTCN = '7660.25', DilatedRNN = '7693.56', MLP = '7646.65', DLinear = '7667.06', NLinear = '7679.83', TFT = '7685.51', StemGNN = '7667.3', MLPMultivariate = '7657.69', TiDE = '7669.74', DeepNPTS = '7726.9', y = '7666.67' WHERE ds = '2024-07-16 00:00:00' -2024-11-20 10:31:52,675 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-16 00:00:00', NHITS = '7651.22', Informer = '7665.87', LSTM = '7666.36', iTransformer = '7679.77', TSMixer = '7669.12', TSMixerx = '7662.39', PatchTST = '7662.32', RNN = '7694.89', GRU = '7712.67', TCN = '7768.03', BiTCN = '7660.25', DilatedRNN = '7693.56', MLP = '7646.65', DLinear = '7667.06', NLinear = '7679.83', TFT = '7685.51', StemGNN = '7667.3', MLPMultivariate = '7657.69', TiDE = '7669.74', DeepNPTS = '7726.9', y = '7666.67' WHERE ds = '2024-07-16 00:00:00' -2024-11-20 10:31:52,677 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-17 00:00:00', NHITS = '7637.9', Informer = '7660.13', LSTM = '7645.18', iTransformer = '7660.46', TSMixer = '7665.03', TSMixerx = '7655.32', PatchTST = '7661.53', RNN = '7680.92', GRU = '7691.54', TCN = '7757.11', BiTCN = '7655.57', DilatedRNN = '7673.35', MLP = '7649.5', DLinear = '7651.11', NLinear = '7662.8', TFT = '7670.56', StemGNN = '7667.2', MLPMultivariate = '7655.92', TiDE = '7665.27', DeepNPTS = '7701.17', y = '7660.0' WHERE ds = '2024-07-17 00:00:00' -2024-11-20 10:31:52,677 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-17 00:00:00', NHITS = '7637.9', Informer = '7660.13', LSTM = '7645.18', iTransformer = '7660.46', TSMixer = '7665.03', TSMixerx = '7655.32', PatchTST = '7661.53', RNN = '7680.92', GRU = '7691.54', TCN = '7757.11', BiTCN = '7655.57', DilatedRNN = '7673.35', MLP = '7649.5', DLinear = '7651.11', NLinear = '7662.8', TFT = '7670.56', StemGNN = '7667.2', MLPMultivariate = '7655.92', TiDE = '7665.27', DeepNPTS = '7701.17', y = '7660.0' WHERE ds = '2024-07-17 00:00:00' -2024-11-20 10:31:52,680 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-18 00:00:00', NHITS = '7661.33', Informer = '7666.53', LSTM = '7639.5', iTransformer = '7683.98', TSMixer = '7661.71', TSMixerx = '7662.09', PatchTST = '7657.96', RNN = '7670.44', GRU = '7689.36', TCN = '7759.37', BiTCN = '7647.55', DilatedRNN = '7671.03', MLP = '7659.78', DLinear = '7652.43', NLinear = '7661.6', TFT = '7657.73', StemGNN = '7666.66', MLPMultivariate = '7654.79', TiDE = '7657.27', DeepNPTS = '7689.07', y = '7656.67' WHERE ds = '2024-07-18 00:00:00' -2024-11-20 10:31:52,680 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-18 00:00:00', NHITS = '7661.33', Informer = '7666.53', LSTM = '7639.5', iTransformer = '7683.98', TSMixer = '7661.71', TSMixerx = '7662.09', PatchTST = '7657.96', RNN = '7670.44', GRU = '7689.36', TCN = '7759.37', BiTCN = '7647.55', DilatedRNN = '7671.03', MLP = '7659.78', DLinear = '7652.43', NLinear = '7661.6', TFT = '7657.73', StemGNN = '7666.66', MLPMultivariate = '7654.79', TiDE = '7657.27', DeepNPTS = '7689.07', y = '7656.67' WHERE ds = '2024-07-18 00:00:00' -2024-11-20 10:31:52,682 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-19 00:00:00', NHITS = '7665.03', Informer = '7654.06', LSTM = '7635.24', iTransformer = '7668.78', TSMixer = '7662.77', TSMixerx = '7660.37', PatchTST = '7654.84', RNN = '7669.45', GRU = '7686.07', TCN = '7754.96', BiTCN = '7643.93', DilatedRNN = '7669.79', MLP = '7665.58', DLinear = '7643.64', NLinear = '7663.61', TFT = '7649.73', StemGNN = '7666.01', MLPMultivariate = '7657.81', TiDE = '7657.13', DeepNPTS = '7685.6', y = '7656.67' WHERE ds = '2024-07-19 00:00:00' -2024-11-20 10:31:52,682 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-19 00:00:00', NHITS = '7665.03', Informer = '7654.06', LSTM = '7635.24', iTransformer = '7668.78', TSMixer = '7662.77', TSMixerx = '7660.37', PatchTST = '7654.84', RNN = '7669.45', GRU = '7686.07', TCN = '7754.96', BiTCN = '7643.93', DilatedRNN = '7669.79', MLP = '7665.58', DLinear = '7643.64', NLinear = '7663.61', TFT = '7649.73', StemGNN = '7666.01', MLPMultivariate = '7657.81', TiDE = '7657.13', DeepNPTS = '7685.6', y = '7656.67' WHERE ds = '2024-07-19 00:00:00' -2024-11-20 10:31:52,685 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-22 00:00:00', NHITS = '7649.73', Informer = '7644.27', LSTM = '7636.49', iTransformer = '7644.6', TSMixer = '7665.12', TSMixerx = '7666.42', PatchTST = '7654.45', RNN = '7668.51', GRU = '7688.3', TCN = '7764.49', BiTCN = '7644.52', DilatedRNN = '7672.99', MLP = '7672.46', DLinear = '7658.74', NLinear = '7658.42', TFT = '7642.28', StemGNN = '7666.42', MLPMultivariate = '7664.4', TiDE = '7656.29', DeepNPTS = '7667.09', y = '7640.0' WHERE ds = '2024-07-22 00:00:00' -2024-11-20 10:31:52,685 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-22 00:00:00', NHITS = '7649.73', Informer = '7644.27', LSTM = '7636.49', iTransformer = '7644.6', TSMixer = '7665.12', TSMixerx = '7666.42', PatchTST = '7654.45', RNN = '7668.51', GRU = '7688.3', TCN = '7764.49', BiTCN = '7644.52', DilatedRNN = '7672.99', MLP = '7672.46', DLinear = '7658.74', NLinear = '7658.42', TFT = '7642.28', StemGNN = '7666.42', MLPMultivariate = '7664.4', TiDE = '7656.29', DeepNPTS = '7667.09', y = '7640.0' WHERE ds = '2024-07-22 00:00:00' -2024-11-20 10:31:52,688 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-23 00:00:00', NHITS = '7615.23', Informer = '7645.56', LSTM = '7610.57', iTransformer = '7655.94', TSMixer = '7652.1', TSMixerx = '7662.34', PatchTST = '7634.09', RNN = '7645.28', GRU = '7662.61', TCN = '7733.56', BiTCN = '7646.66', DilatedRNN = '7650.71', MLP = '7654.92', DLinear = '7659.24', NLinear = '7642.47', TFT = '7624.17', StemGNN = '7666.82', MLPMultivariate = '7659.42', TiDE = '7638.33', DeepNPTS = '7656.65', y = '7623.33' WHERE ds = '2024-07-23 00:00:00' -2024-11-20 10:31:52,688 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-23 00:00:00', NHITS = '7615.23', Informer = '7645.56', LSTM = '7610.57', iTransformer = '7655.94', TSMixer = '7652.1', TSMixerx = '7662.34', PatchTST = '7634.09', RNN = '7645.28', GRU = '7662.61', TCN = '7733.56', BiTCN = '7646.66', DilatedRNN = '7650.71', MLP = '7654.92', DLinear = '7659.24', NLinear = '7642.47', TFT = '7624.17', StemGNN = '7666.82', MLPMultivariate = '7659.42', TiDE = '7638.33', DeepNPTS = '7656.65', y = '7623.33' WHERE ds = '2024-07-23 00:00:00' -2024-11-20 10:31:52,690 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-24 00:00:00', NHITS = '7597.53', Informer = '7650.06', LSTM = '7590.27', iTransformer = '7719.11', TSMixer = '7634.82', TSMixerx = '7637.72', PatchTST = '7616.98', RNN = '7624.78', GRU = '7646.08', TCN = '7661.27', BiTCN = '7642.03', DilatedRNN = '7625.71', MLP = '7641.44', DLinear = '7656.11', NLinear = '7626.19', TFT = '7609.78', StemGNN = '7665.78', MLPMultivariate = '7651.82', TiDE = '7623.34', DeepNPTS = '7656.74', y = '7623.33' WHERE ds = '2024-07-24 00:00:00' -2024-11-20 10:31:52,690 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-24 00:00:00', NHITS = '7597.53', Informer = '7650.06', LSTM = '7590.27', iTransformer = '7719.11', TSMixer = '7634.82', TSMixerx = '7637.72', PatchTST = '7616.98', RNN = '7624.78', GRU = '7646.08', TCN = '7661.27', BiTCN = '7642.03', DilatedRNN = '7625.71', MLP = '7641.44', DLinear = '7656.11', NLinear = '7626.19', TFT = '7609.78', StemGNN = '7665.78', MLPMultivariate = '7651.82', TiDE = '7623.34', DeepNPTS = '7656.74', y = '7623.33' WHERE ds = '2024-07-24 00:00:00' -2024-11-20 10:31:52,692 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-25 00:00:00', NHITS = '7608.65', Informer = '7635.91', LSTM = '7593.96', iTransformer = '7735.25', TSMixer = '7627.76', TSMixerx = '7630.19', PatchTST = '7616.05', RNN = '7628.94', GRU = '7653.01', TCN = '7653.68', BiTCN = '7631.24', DilatedRNN = '7626.97', MLP = '7640.3', DLinear = '7666.61', NLinear = '7627.16', TFT = '7611.94', StemGNN = '7663.56', MLPMultivariate = '7653.03', TiDE = '7621.39', DeepNPTS = '7660.64', y = '7616.67' WHERE ds = '2024-07-25 00:00:00' -2024-11-20 10:31:52,692 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-25 00:00:00', NHITS = '7608.65', Informer = '7635.91', LSTM = '7593.96', iTransformer = '7735.25', TSMixer = '7627.76', TSMixerx = '7630.19', PatchTST = '7616.05', RNN = '7628.94', GRU = '7653.01', TCN = '7653.68', BiTCN = '7631.24', DilatedRNN = '7626.97', MLP = '7640.3', DLinear = '7666.61', NLinear = '7627.16', TFT = '7611.94', StemGNN = '7663.56', MLPMultivariate = '7653.03', TiDE = '7621.39', DeepNPTS = '7660.64', y = '7616.67' WHERE ds = '2024-07-25 00:00:00' -2024-11-20 10:31:52,694 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-26 00:00:00', NHITS = '7617.22', Informer = '7632.98', LSTM = '7583.26', iTransformer = '7719.98', TSMixer = '7622.01', TSMixerx = '7624.53', PatchTST = '7601.33', RNN = '7616.61', GRU = '7641.8', TCN = '7622.3', BiTCN = '7619.09', DilatedRNN = '7615.34', MLP = '7640.72', DLinear = '7653.16', NLinear = '7615.57', TFT = '7609.45', StemGNN = '7661.1', MLPMultivariate = '7643.86', TiDE = '7611.62', DeepNPTS = '7667.77', y = '7606.67' WHERE ds = '2024-07-26 00:00:00' -2024-11-20 10:31:52,694 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-26 00:00:00', NHITS = '7617.22', Informer = '7632.98', LSTM = '7583.26', iTransformer = '7719.98', TSMixer = '7622.01', TSMixerx = '7624.53', PatchTST = '7601.33', RNN = '7616.61', GRU = '7641.8', TCN = '7622.3', BiTCN = '7619.09', DilatedRNN = '7615.34', MLP = '7640.72', DLinear = '7653.16', NLinear = '7615.57', TFT = '7609.45', StemGNN = '7661.1', MLPMultivariate = '7643.86', TiDE = '7611.62', DeepNPTS = '7667.77', y = '7606.67' WHERE ds = '2024-07-26 00:00:00' -2024-11-20 10:31:52,696 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-29 00:00:00', NHITS = '7632.45', Informer = '7609.45', LSTM = '7571.18', iTransformer = '7713.09', TSMixer = '7611.68', TSMixerx = '7620.21', PatchTST = '7594.82', RNN = '7607.42', GRU = '7631.3', TCN = '7611.93', BiTCN = '7608.13', DilatedRNN = '7602.7', MLP = '7638.04', DLinear = '7621.31', NLinear = '7607.55', TFT = '7595.9', StemGNN = '7657.72', MLPMultivariate = '7625.12', TiDE = '7607.82', DeepNPTS = '7630.84', y = '7593.33' WHERE ds = '2024-07-29 00:00:00' -2024-11-20 10:31:52,696 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-29 00:00:00', NHITS = '7632.45', Informer = '7609.45', LSTM = '7571.18', iTransformer = '7713.09', TSMixer = '7611.68', TSMixerx = '7620.21', PatchTST = '7594.82', RNN = '7607.42', GRU = '7631.3', TCN = '7611.93', BiTCN = '7608.13', DilatedRNN = '7602.7', MLP = '7638.04', DLinear = '7621.31', NLinear = '7607.55', TFT = '7595.9', StemGNN = '7657.72', MLPMultivariate = '7625.12', TiDE = '7607.82', DeepNPTS = '7630.84', y = '7593.33' WHERE ds = '2024-07-29 00:00:00' -2024-11-20 10:31:52,698 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-30 00:00:00', NHITS = '7621.05', Informer = '7605.67', LSTM = '7554.07', iTransformer = '7693.67', TSMixer = '7599.03', TSMixerx = '7601.6', PatchTST = '7588.37', RNN = '7595.38', GRU = '7615.72', TCN = '7591.75', BiTCN = '7594.35', DilatedRNN = '7583.41', MLP = '7629.58', DLinear = '7602.19', NLinear = '7598.93', TFT = '7574.65', StemGNN = '7653.51', MLPMultivariate = '7600.72', TiDE = '7596.26', DeepNPTS = '7617.22', y = '7593.33' WHERE ds = '2024-07-30 00:00:00' -2024-11-20 10:31:52,698 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-30 00:00:00', NHITS = '7621.05', Informer = '7605.67', LSTM = '7554.07', iTransformer = '7693.67', TSMixer = '7599.03', TSMixerx = '7601.6', PatchTST = '7588.37', RNN = '7595.38', GRU = '7615.72', TCN = '7591.75', BiTCN = '7594.35', DilatedRNN = '7583.41', MLP = '7629.58', DLinear = '7602.19', NLinear = '7598.93', TFT = '7574.65', StemGNN = '7653.51', MLPMultivariate = '7600.72', TiDE = '7596.26', DeepNPTS = '7617.22', y = '7593.33' WHERE ds = '2024-07-30 00:00:00' -2024-11-20 10:31:52,701 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-31 00:00:00', NHITS = '7587.46', Informer = '7604.13', LSTM = '7557.67', iTransformer = '7676.02', TSMixer = '7593.74', TSMixerx = '7595.79', PatchTST = '7589.72', RNN = '7594.85', GRU = '7621.85', TCN = '7591.03', BiTCN = '7581.07', DilatedRNN = '7582.76', MLP = '7605.31', DLinear = '7587.62', NLinear = '7602.61', TFT = '7569.93', StemGNN = '7649.69', MLPMultivariate = '7571.38', TiDE = '7593.87', DeepNPTS = '7608.1', y = '7583.33' WHERE ds = '2024-07-31 00:00:00' -2024-11-20 10:31:52,701 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-31 00:00:00', NHITS = '7587.46', Informer = '7604.13', LSTM = '7557.67', iTransformer = '7676.02', TSMixer = '7593.74', TSMixerx = '7595.79', PatchTST = '7589.72', RNN = '7594.85', GRU = '7621.85', TCN = '7591.03', BiTCN = '7581.07', DilatedRNN = '7582.76', MLP = '7605.31', DLinear = '7587.62', NLinear = '7602.61', TFT = '7569.93', StemGNN = '7649.69', MLPMultivariate = '7571.38', TiDE = '7593.87', DeepNPTS = '7608.1', y = '7583.33' WHERE ds = '2024-07-31 00:00:00' -2024-11-20 10:31:52,703 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-01 00:00:00', NHITS = '7576.43', Informer = '7594.77', LSTM = '7542.38', iTransformer = '7676.91', TSMixer = '7583.79', TSMixerx = '7575.55', PatchTST = '7576.5', RNN = '7581.67', GRU = '7606.06', TCN = '7578.42', BiTCN = '7566.83', DilatedRNN = '7567.78', MLP = '7578.68', DLinear = '7581.86', NLinear = '7588.04', TFT = '7561.38', StemGNN = '7647.13', MLPMultivariate = '7543.93', TiDE = '7580.26', DeepNPTS = '7601.32', y = '7620.0' WHERE ds = '2024-08-01 00:00:00' -2024-11-20 10:31:52,703 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-01 00:00:00', NHITS = '7576.43', Informer = '7594.77', LSTM = '7542.38', iTransformer = '7676.91', TSMixer = '7583.79', TSMixerx = '7575.55', PatchTST = '7576.5', RNN = '7581.67', GRU = '7606.06', TCN = '7578.42', BiTCN = '7566.83', DilatedRNN = '7567.78', MLP = '7578.68', DLinear = '7581.86', NLinear = '7588.04', TFT = '7561.38', StemGNN = '7647.13', MLPMultivariate = '7543.93', TiDE = '7580.26', DeepNPTS = '7601.32', y = '7620.0' WHERE ds = '2024-08-01 00:00:00' -2024-11-20 10:31:52,705 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-02 00:00:00', NHITS = '7616.25', Informer = '7599.38', LSTM = '7601.53', iTransformer = '7702.78', TSMixer = '7607.2', TSMixerx = '7603.66', PatchTST = '7609.55', RNN = '7638.54', GRU = '7668.72', TCN = '7714.11', BiTCN = '7574.54', DilatedRNN = '7622.81', MLP = '7587.85', DLinear = '7601.98', NLinear = '7625.29', TFT = '7605.34', StemGNN = '7647.13', MLPMultivariate = '7558.22', TiDE = '7606.16', DeepNPTS = '7607.22', y = '7623.33' WHERE ds = '2024-08-02 00:00:00' -2024-11-20 10:31:52,705 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-02 00:00:00', NHITS = '7616.25', Informer = '7599.38', LSTM = '7601.53', iTransformer = '7702.78', TSMixer = '7607.2', TSMixerx = '7603.66', PatchTST = '7609.55', RNN = '7638.54', GRU = '7668.72', TCN = '7714.11', BiTCN = '7574.54', DilatedRNN = '7622.81', MLP = '7587.85', DLinear = '7601.98', NLinear = '7625.29', TFT = '7605.34', StemGNN = '7647.13', MLPMultivariate = '7558.22', TiDE = '7606.16', DeepNPTS = '7607.22', y = '7623.33' WHERE ds = '2024-08-02 00:00:00' -2024-11-20 10:31:52,707 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-05 00:00:00', NHITS = '7621.53', Informer = '7592.47', LSTM = '7595.34', iTransformer = '7698.87', TSMixer = '7621.36', TSMixerx = '7617.55', PatchTST = '7611.03', RNN = '7638.07', GRU = '7653.23', TCN = '7735.43', BiTCN = '7591.9', DilatedRNN = '7625.9', MLP = '7595.08', DLinear = '7607.4', NLinear = '7626.78', TFT = '7606.12', StemGNN = '7648.05', MLPMultivariate = '7577.72', TiDE = '7617.05', DeepNPTS = '7605.43', y = '7610.0' WHERE ds = '2024-08-05 00:00:00' -2024-11-20 10:31:52,707 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-05 00:00:00', NHITS = '7621.53', Informer = '7592.47', LSTM = '7595.34', iTransformer = '7698.87', TSMixer = '7621.36', TSMixerx = '7617.55', PatchTST = '7611.03', RNN = '7638.07', GRU = '7653.23', TCN = '7735.43', BiTCN = '7591.9', DilatedRNN = '7625.9', MLP = '7595.08', DLinear = '7607.4', NLinear = '7626.78', TFT = '7606.12', StemGNN = '7648.05', MLPMultivariate = '7577.72', TiDE = '7617.05', DeepNPTS = '7605.43', y = '7610.0' WHERE ds = '2024-08-05 00:00:00' -2024-11-20 10:31:52,710 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-06 00:00:00', NHITS = '7614.82', Informer = '7598.47', LSTM = '7578.08', iTransformer = '7696.71', TSMixer = '7616.64', TSMixerx = '7609.5', PatchTST = '7607.33', RNN = '7612.45', GRU = '7636.6', TCN = '7706.2', BiTCN = '7602.73', DilatedRNN = '7605.37', MLP = '7605.46', DLinear = '7622.93', NLinear = '7609.92', TFT = '7603.31', StemGNN = '7648.18', MLPMultivariate = '7593.61', TiDE = '7621.72', DeepNPTS = '7609.77', y = '7596.67' WHERE ds = '2024-08-06 00:00:00' -2024-11-20 10:31:52,710 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-06 00:00:00', NHITS = '7614.82', Informer = '7598.47', LSTM = '7578.08', iTransformer = '7696.71', TSMixer = '7616.64', TSMixerx = '7609.5', PatchTST = '7607.33', RNN = '7612.45', GRU = '7636.6', TCN = '7706.2', BiTCN = '7602.73', DilatedRNN = '7605.37', MLP = '7605.46', DLinear = '7622.93', NLinear = '7609.92', TFT = '7603.31', StemGNN = '7648.18', MLPMultivariate = '7593.61', TiDE = '7621.72', DeepNPTS = '7609.77', y = '7596.67' WHERE ds = '2024-08-06 00:00:00' -2024-11-20 10:31:52,712 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-07 00:00:00', NHITS = '7600.42', Informer = '7592.13', LSTM = '7560.49', iTransformer = '7700.19', TSMixer = '7603.22', TSMixerx = '7600.74', PatchTST = '7594.67', RNN = '7605.4', GRU = '7620.27', TCN = '7632.15', BiTCN = '7602.99', DilatedRNN = '7587.78', MLP = '7602.43', DLinear = '7620.43', NLinear = '7599.1', TFT = '7588.53', StemGNN = '7647.25', MLPMultivariate = '7581.33', TiDE = '7607.23', DeepNPTS = '7602.89', y = '7586.67' WHERE ds = '2024-08-07 00:00:00' -2024-11-20 10:31:52,712 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-07 00:00:00', NHITS = '7600.42', Informer = '7592.13', LSTM = '7560.49', iTransformer = '7700.19', TSMixer = '7603.22', TSMixerx = '7600.74', PatchTST = '7594.67', RNN = '7605.4', GRU = '7620.27', TCN = '7632.15', BiTCN = '7602.99', DilatedRNN = '7587.78', MLP = '7602.43', DLinear = '7620.43', NLinear = '7599.1', TFT = '7588.53', StemGNN = '7647.25', MLPMultivariate = '7581.33', TiDE = '7607.23', DeepNPTS = '7602.89', y = '7586.67' WHERE ds = '2024-08-07 00:00:00' -2024-11-20 10:31:52,715 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-08 00:00:00', NHITS = '7582.46', Informer = '7579.27', LSTM = '7547.9', iTransformer = '7691.99', TSMixer = '7590.51', TSMixerx = '7583.07', PatchTST = '7585.2', RNN = '7581.87', GRU = '7610.47', TCN = '7580.54', BiTCN = '7596.98', DilatedRNN = '7572.43', MLP = '7580.94', DLinear = '7599.9', NLinear = '7587.52', TFT = '7592.21', StemGNN = '7644.23', MLPMultivariate = '7643.29', TiDE = '7591.49', DeepNPTS = '7595.2', y = '7583.33' WHERE ds = '2024-08-08 00:00:00' -2024-11-20 10:31:52,715 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-08 00:00:00', NHITS = '7582.46', Informer = '7579.27', LSTM = '7547.9', iTransformer = '7691.99', TSMixer = '7590.51', TSMixerx = '7583.07', PatchTST = '7585.2', RNN = '7581.87', GRU = '7610.47', TCN = '7580.54', BiTCN = '7596.98', DilatedRNN = '7572.43', MLP = '7580.94', DLinear = '7599.9', NLinear = '7587.52', TFT = '7592.21', StemGNN = '7644.23', MLPMultivariate = '7643.29', TiDE = '7591.49', DeepNPTS = '7595.2', y = '7583.33' WHERE ds = '2024-08-08 00:00:00' -2024-11-20 10:31:52,717 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-09 00:00:00', NHITS = '7572.3', Informer = '7579.08', LSTM = '7544.76', iTransformer = '7685.98', TSMixer = '7581.03', TSMixerx = '7579.99', PatchTST = '7585.11', RNN = '7579.56', GRU = '7609.39', TCN = '7579.0', BiTCN = '7593.55', DilatedRNN = '7571.36', MLP = '7577.72', DLinear = '7584.52', NLinear = '7578.71', TFT = '7580.27', StemGNN = '7640.76', MLPMultivariate = '7661.68', TiDE = '7580.79', DeepNPTS = '7613.95', y = '7583.33' WHERE ds = '2024-08-09 00:00:00' -2024-11-20 10:31:52,717 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-09 00:00:00', NHITS = '7572.3', Informer = '7579.08', LSTM = '7544.76', iTransformer = '7685.98', TSMixer = '7581.03', TSMixerx = '7579.99', PatchTST = '7585.11', RNN = '7579.56', GRU = '7609.39', TCN = '7579.0', BiTCN = '7593.55', DilatedRNN = '7571.36', MLP = '7577.72', DLinear = '7584.52', NLinear = '7578.71', TFT = '7580.27', StemGNN = '7640.76', MLPMultivariate = '7661.68', TiDE = '7580.79', DeepNPTS = '7613.95', y = '7583.33' WHERE ds = '2024-08-09 00:00:00' -2024-11-20 10:31:52,720 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-12 00:00:00', NHITS = '7565.19', Informer = '7562.29', LSTM = '7545.41', iTransformer = '7676.57', TSMixer = '7579.53', TSMixerx = '7568.37', PatchTST = '7583.51', RNN = '7586.38', GRU = '7610.8', TCN = '7581.76', BiTCN = '7591.14', DilatedRNN = '7573.16', MLP = '7571.12', DLinear = '7579.25', NLinear = '7574.68', TFT = '7569.9', StemGNN = '7637.37', MLPMultivariate = '7675.83', TiDE = '7579.89', DeepNPTS = '7606.85', y = '7586.67' WHERE ds = '2024-08-12 00:00:00' -2024-11-20 10:31:52,720 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-12 00:00:00', NHITS = '7565.19', Informer = '7562.29', LSTM = '7545.41', iTransformer = '7676.57', TSMixer = '7579.53', TSMixerx = '7568.37', PatchTST = '7583.51', RNN = '7586.38', GRU = '7610.8', TCN = '7581.76', BiTCN = '7591.14', DilatedRNN = '7573.16', MLP = '7571.12', DLinear = '7579.25', NLinear = '7574.68', TFT = '7569.9', StemGNN = '7637.37', MLPMultivariate = '7675.83', TiDE = '7579.89', DeepNPTS = '7606.85', y = '7586.67' WHERE ds = '2024-08-12 00:00:00' -2024-11-20 10:31:52,722 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-13 00:00:00', NHITS = '7563.62', Informer = '7566.02', LSTM = '7550.8', iTransformer = '7670.48', TSMixer = '7579.66', TSMixerx = '7581.39', PatchTST = '7587.7', RNN = '7591.05', GRU = '7616.26', TCN = '7595.69', BiTCN = '7589.46', DilatedRNN = '7581.39', MLP = '7578.19', DLinear = '7586.37', NLinear = '7580.72', TFT = '7572.45', StemGNN = '7634.98', MLPMultivariate = '7685.1', TiDE = '7584.15', DeepNPTS = '7605.62', y = '7593.33' WHERE ds = '2024-08-13 00:00:00' -2024-11-20 10:31:52,722 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-13 00:00:00', NHITS = '7563.62', Informer = '7566.02', LSTM = '7550.8', iTransformer = '7670.48', TSMixer = '7579.66', TSMixerx = '7581.39', PatchTST = '7587.7', RNN = '7591.05', GRU = '7616.26', TCN = '7595.69', BiTCN = '7589.46', DilatedRNN = '7581.39', MLP = '7578.19', DLinear = '7586.37', NLinear = '7580.72', TFT = '7572.45', StemGNN = '7634.98', MLPMultivariate = '7685.1', TiDE = '7584.15', DeepNPTS = '7605.62', y = '7593.33' WHERE ds = '2024-08-13 00:00:00' -2024-11-20 10:31:52,724 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-14 00:00:00', NHITS = '7576.39', Informer = '7581.33', LSTM = '7560.34', iTransformer = '7675.32', TSMixer = '7581.9', TSMixerx = '7581.96', PatchTST = '7593.26', RNN = '7601.19', GRU = '7625.12', TCN = '7601.06', BiTCN = '7585.96', DilatedRNN = '7582.96', MLP = '7591.15', DLinear = '7583.67', NLinear = '7594.52', TFT = '7589.33', StemGNN = '7632.88', MLPMultivariate = '7686.85', TiDE = '7588.09', DeepNPTS = '7596.56', y = '7590.0' WHERE ds = '2024-08-14 00:00:00' -2024-11-20 10:31:52,724 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-14 00:00:00', NHITS = '7576.39', Informer = '7581.33', LSTM = '7560.34', iTransformer = '7675.32', TSMixer = '7581.9', TSMixerx = '7581.96', PatchTST = '7593.26', RNN = '7601.19', GRU = '7625.12', TCN = '7601.06', BiTCN = '7585.96', DilatedRNN = '7582.96', MLP = '7591.15', DLinear = '7583.67', NLinear = '7594.52', TFT = '7589.33', StemGNN = '7632.88', MLPMultivariate = '7686.85', TiDE = '7588.09', DeepNPTS = '7596.56', y = '7590.0' WHERE ds = '2024-08-14 00:00:00' -2024-11-20 10:31:52,726 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-15 00:00:00', NHITS = '7577.48', Informer = '7580.18', LSTM = '7554.1', iTransformer = '7682.5', TSMixer = '7580.27', TSMixerx = '7581.07', PatchTST = '7588.06', RNN = '7594.36', GRU = '7617.3', TCN = '7594.63', BiTCN = '7577.61', DilatedRNN = '7574.04', MLP = '7585.9', DLinear = '7573.04', NLinear = '7589.19', TFT = '7595.72', StemGNN = '7630.35', MLPMultivariate = '7676.25', TiDE = '7584.21', DeepNPTS = '7588.85', y = '7583.33' WHERE ds = '2024-08-15 00:00:00' -2024-11-20 10:31:52,726 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-15 00:00:00', NHITS = '7577.48', Informer = '7580.18', LSTM = '7554.1', iTransformer = '7682.5', TSMixer = '7580.27', TSMixerx = '7581.07', PatchTST = '7588.06', RNN = '7594.36', GRU = '7617.3', TCN = '7594.63', BiTCN = '7577.61', DilatedRNN = '7574.04', MLP = '7585.9', DLinear = '7573.04', NLinear = '7589.19', TFT = '7595.72', StemGNN = '7630.35', MLPMultivariate = '7676.25', TiDE = '7584.21', DeepNPTS = '7588.85', y = '7583.33' WHERE ds = '2024-08-15 00:00:00' -2024-11-20 10:31:52,729 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-16 00:00:00', NHITS = '7575.3', Informer = '7564.63', LSTM = '7545.8', iTransformer = '7686.68', TSMixer = '7575.85', TSMixerx = '7576.91', PatchTST = '7580.0', RNN = '7585.32', GRU = '7609.72', TCN = '7583.25', BiTCN = '7570.84', DilatedRNN = '7568.21', MLP = '7574.59', DLinear = '7570.58', NLinear = '7584.68', TFT = '7589.57', StemGNN = '7627.38', MLPMultivariate = '7665.61', TiDE = '7577.83', DeepNPTS = '7587.43', y = '7583.33' WHERE ds = '2024-08-16 00:00:00' -2024-11-20 10:31:52,729 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-16 00:00:00', NHITS = '7575.3', Informer = '7564.63', LSTM = '7545.8', iTransformer = '7686.68', TSMixer = '7575.85', TSMixerx = '7576.91', PatchTST = '7580.0', RNN = '7585.32', GRU = '7609.72', TCN = '7583.25', BiTCN = '7570.84', DilatedRNN = '7568.21', MLP = '7574.59', DLinear = '7570.58', NLinear = '7584.68', TFT = '7589.57', StemGNN = '7627.38', MLPMultivariate = '7665.61', TiDE = '7577.83', DeepNPTS = '7587.43', y = '7583.33' WHERE ds = '2024-08-16 00:00:00' -2024-11-20 10:31:52,731 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-19 00:00:00', NHITS = '7583.78', Informer = '7564.47', LSTM = '7547.04', iTransformer = '7693.78', TSMixer = '7576.66', TSMixerx = '7590.53', PatchTST = '7583.24', RNN = '7587.57', GRU = '7611.94', TCN = '7580.78', BiTCN = '7566.85', DilatedRNN = '7568.77', MLP = '7576.56', DLinear = '7563.43', NLinear = '7580.76', TFT = '7592.1', StemGNN = '7624.46', MLPMultivariate = '7672.57', TiDE = '7577.68', DeepNPTS = '7592.79', y = '7570.0' WHERE ds = '2024-08-19 00:00:00' -2024-11-20 10:31:52,731 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-19 00:00:00', NHITS = '7583.78', Informer = '7564.47', LSTM = '7547.04', iTransformer = '7693.78', TSMixer = '7576.66', TSMixerx = '7590.53', PatchTST = '7583.24', RNN = '7587.57', GRU = '7611.94', TCN = '7580.78', BiTCN = '7566.85', DilatedRNN = '7568.77', MLP = '7576.56', DLinear = '7563.43', NLinear = '7580.76', TFT = '7592.1', StemGNN = '7624.46', MLPMultivariate = '7672.57', TiDE = '7577.68', DeepNPTS = '7592.79', y = '7570.0' WHERE ds = '2024-08-19 00:00:00' -2024-11-20 10:31:52,733 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-20 00:00:00', NHITS = '7572.15', Informer = '7547.01', LSTM = '7526.81', iTransformer = '7671.45', TSMixer = '7568.6', TSMixerx = '7580.24', PatchTST = '7569.61', RNN = '7567.35', GRU = '7591.95', TCN = '7568.04', BiTCN = '7561.53', DilatedRNN = '7550.82', MLP = '7574.94', DLinear = '7559.89', NLinear = '7564.28', TFT = '7585.51', StemGNN = '7621.06', MLPMultivariate = '7668.15', TiDE = '7564.85', DeepNPTS = '7593.95', y = '7570.0' WHERE ds = '2024-08-20 00:00:00' -2024-11-20 10:31:52,733 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-20 00:00:00', NHITS = '7572.15', Informer = '7547.01', LSTM = '7526.81', iTransformer = '7671.45', TSMixer = '7568.6', TSMixerx = '7580.24', PatchTST = '7569.61', RNN = '7567.35', GRU = '7591.95', TCN = '7568.04', BiTCN = '7561.53', DilatedRNN = '7550.82', MLP = '7574.94', DLinear = '7559.89', NLinear = '7564.28', TFT = '7585.51', StemGNN = '7621.06', MLPMultivariate = '7668.15', TiDE = '7564.85', DeepNPTS = '7593.95', y = '7570.0' WHERE ds = '2024-08-20 00:00:00' -2024-11-20 10:31:52,735 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-21 00:00:00', NHITS = '7573.42', Informer = '7547.32', LSTM = '7530.82', iTransformer = '7666.64', TSMixer = '7567.89', TSMixerx = '7575.96', PatchTST = '7578.4', RNN = '7571.05', GRU = '7598.86', TCN = '7567.66', BiTCN = '7559.81', DilatedRNN = '7551.3', MLP = '7579.86', DLinear = '7556.56', NLinear = '7568.24', TFT = '7577.28', StemGNN = '7617.48', MLPMultivariate = '7658.24', TiDE = '7567.96', DeepNPTS = '7595.48', y = '7570.0' WHERE ds = '2024-08-21 00:00:00' -2024-11-20 10:31:52,735 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-21 00:00:00', NHITS = '7573.42', Informer = '7547.32', LSTM = '7530.82', iTransformer = '7666.64', TSMixer = '7567.89', TSMixerx = '7575.96', PatchTST = '7578.4', RNN = '7571.05', GRU = '7598.86', TCN = '7567.66', BiTCN = '7559.81', DilatedRNN = '7551.3', MLP = '7579.86', DLinear = '7556.56', NLinear = '7568.24', TFT = '7577.28', StemGNN = '7617.48', MLPMultivariate = '7658.24', TiDE = '7567.96', DeepNPTS = '7595.48', y = '7570.0' WHERE ds = '2024-08-21 00:00:00' -2024-11-20 10:31:52,737 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-22 00:00:00', NHITS = '7573.07', Informer = '7553.0', LSTM = '7529.61', iTransformer = '7668.62', TSMixer = '7570.14', TSMixerx = '7576.54', PatchTST = '7578.19', RNN = '7572.59', GRU = '7597.05', TCN = '7564.06', BiTCN = '7557.67', DilatedRNN = '7549.96', MLP = '7582.79', DLinear = '7558.09', NLinear = '7571.36', TFT = '7573.0', StemGNN = '7613.63', MLPMultivariate = '7649.21', TiDE = '7570.82', DeepNPTS = '7596.41', y = '7590.0' WHERE ds = '2024-08-22 00:00:00' -2024-11-20 10:31:52,737 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-22 00:00:00', NHITS = '7573.07', Informer = '7553.0', LSTM = '7529.61', iTransformer = '7668.62', TSMixer = '7570.14', TSMixerx = '7576.54', PatchTST = '7578.19', RNN = '7572.59', GRU = '7597.05', TCN = '7564.06', BiTCN = '7557.67', DilatedRNN = '7549.96', MLP = '7582.79', DLinear = '7558.09', NLinear = '7571.36', TFT = '7573.0', StemGNN = '7613.63', MLPMultivariate = '7649.21', TiDE = '7570.82', DeepNPTS = '7596.41', y = '7590.0' WHERE ds = '2024-08-22 00:00:00' -2024-11-20 10:31:52,739 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-23 00:00:00', NHITS = '7591.57', Informer = '7570.94', LSTM = '7560.14', iTransformer = '7670.81', TSMixer = '7585.53', TSMixerx = '7577.36', PatchTST = '7595.08', RNN = '7597.17', GRU = '7628.08', TCN = '7602.95', BiTCN = '7563.0', DilatedRNN = '7578.88', MLP = '7588.25', DLinear = '7580.61', NLinear = '7588.53', TFT = '7588.33', StemGNN = '7610.53', MLPMultivariate = '7651.94', TiDE = '7586.39', DeepNPTS = '7599.99', y = '7583.33' WHERE ds = '2024-08-23 00:00:00' -2024-11-20 10:31:52,739 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-23 00:00:00', NHITS = '7591.57', Informer = '7570.94', LSTM = '7560.14', iTransformer = '7670.81', TSMixer = '7585.53', TSMixerx = '7577.36', PatchTST = '7595.08', RNN = '7597.17', GRU = '7628.08', TCN = '7602.95', BiTCN = '7563.0', DilatedRNN = '7578.88', MLP = '7588.25', DLinear = '7580.61', NLinear = '7588.53', TFT = '7588.33', StemGNN = '7610.53', MLPMultivariate = '7651.94', TiDE = '7586.39', DeepNPTS = '7599.99', y = '7583.33' WHERE ds = '2024-08-23 00:00:00' -2024-11-20 10:31:52,742 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-26 00:00:00', NHITS = '7585.94', Informer = '7559.82', LSTM = '7544.76', iTransformer = '7661.83', TSMixer = '7584.95', TSMixerx = '7583.38', PatchTST = '7584.8', RNN = '7588.16', GRU = '7607.8', TCN = '7587.92', BiTCN = '7569.26', DilatedRNN = '7568.6', MLP = '7581.87', DLinear = '7588.27', NLinear = '7584.7', TFT = '7584.03', StemGNN = '7607.22', MLPMultivariate = '7649.99', TiDE = '7582.57', DeepNPTS = '7594.95', y = '7583.33' WHERE ds = '2024-08-26 00:00:00' -2024-11-20 10:31:52,742 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-26 00:00:00', NHITS = '7585.94', Informer = '7559.82', LSTM = '7544.76', iTransformer = '7661.83', TSMixer = '7584.95', TSMixerx = '7583.38', PatchTST = '7584.8', RNN = '7588.16', GRU = '7607.8', TCN = '7587.92', BiTCN = '7569.26', DilatedRNN = '7568.6', MLP = '7581.87', DLinear = '7588.27', NLinear = '7584.7', TFT = '7584.03', StemGNN = '7607.22', MLPMultivariate = '7649.99', TiDE = '7582.57', DeepNPTS = '7594.95', y = '7583.33' WHERE ds = '2024-08-26 00:00:00' -2024-11-20 10:31:52,744 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-27 00:00:00', NHITS = '7583.67', Informer = '7562.52', LSTM = '7548.9', iTransformer = '7658.7', TSMixer = '7583.01', TSMixerx = '7588.14', PatchTST = '7583.17', RNN = '7588.62', GRU = '7614.19', TCN = '7590.1', BiTCN = '7572.3', DilatedRNN = '7571.03', MLP = '7577.78', DLinear = '7596.16', NLinear = '7581.18', TFT = '7582.94', StemGNN = '7603.87', MLPMultivariate = '7646.62', TiDE = '7585.5', DeepNPTS = '7587.22', y = '7610.0' WHERE ds = '2024-08-27 00:00:00' -2024-11-20 10:31:52,744 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-27 00:00:00', NHITS = '7583.67', Informer = '7562.52', LSTM = '7548.9', iTransformer = '7658.7', TSMixer = '7583.01', TSMixerx = '7588.14', PatchTST = '7583.17', RNN = '7588.62', GRU = '7614.19', TCN = '7590.1', BiTCN = '7572.3', DilatedRNN = '7571.03', MLP = '7577.78', DLinear = '7596.16', NLinear = '7581.18', TFT = '7582.94', StemGNN = '7603.87', MLPMultivariate = '7646.62', TiDE = '7585.5', DeepNPTS = '7587.22', y = '7610.0' WHERE ds = '2024-08-27 00:00:00' -2024-11-20 10:31:52,747 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-28 00:00:00', NHITS = '7608.75', Informer = '7573.37', LSTM = '7587.12', iTransformer = '7673.3', TSMixer = '7599.94', TSMixerx = '7608.28', PatchTST = '7606.73', RNN = '7628.21', GRU = '7652.47', TCN = '7664.54', BiTCN = '7591.65', DilatedRNN = '7610.38', MLP = '7596.44', DLinear = '7602.33', NLinear = '7610.44', TFT = '7591.02', StemGNN = '7601.62', MLPMultivariate = '7649.51', TiDE = '7604.31', DeepNPTS = '7595.06', y = '7610.0' WHERE ds = '2024-08-28 00:00:00' -2024-11-20 10:31:52,747 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-28 00:00:00', NHITS = '7608.75', Informer = '7573.37', LSTM = '7587.12', iTransformer = '7673.3', TSMixer = '7599.94', TSMixerx = '7608.28', PatchTST = '7606.73', RNN = '7628.21', GRU = '7652.47', TCN = '7664.54', BiTCN = '7591.65', DilatedRNN = '7610.38', MLP = '7596.44', DLinear = '7602.33', NLinear = '7610.44', TFT = '7591.02', StemGNN = '7601.62', MLPMultivariate = '7649.51', TiDE = '7604.31', DeepNPTS = '7595.06', y = '7610.0' WHERE ds = '2024-08-28 00:00:00' -2024-11-20 10:31:52,748 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-29 00:00:00', NHITS = '7610.24', Informer = '7581.95', LSTM = '7579.49', iTransformer = '7667.2', TSMixer = '7606.13', TSMixerx = '7611.64', PatchTST = '7601.7', RNN = '7614.17', GRU = '7638.98', TCN = '7657.09', BiTCN = '7608.52', DilatedRNN = '7604.72', MLP = '7599.74', DLinear = '7592.46', NLinear = '7610.07', TFT = '7593.12', StemGNN = '7599.89', MLPMultivariate = '7651.06', TiDE = '7610.39', DeepNPTS = '7598.34', y = '7613.33' WHERE ds = '2024-08-29 00:00:00' -2024-11-20 10:31:52,748 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-29 00:00:00', NHITS = '7610.24', Informer = '7581.95', LSTM = '7579.49', iTransformer = '7667.2', TSMixer = '7606.13', TSMixerx = '7611.64', PatchTST = '7601.7', RNN = '7614.17', GRU = '7638.98', TCN = '7657.09', BiTCN = '7608.52', DilatedRNN = '7604.72', MLP = '7599.74', DLinear = '7592.46', NLinear = '7610.07', TFT = '7593.12', StemGNN = '7599.89', MLPMultivariate = '7651.06', TiDE = '7610.39', DeepNPTS = '7598.34', y = '7613.33' WHERE ds = '2024-08-29 00:00:00' -2024-11-20 10:31:52,751 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-30 00:00:00', NHITS = '7614.03', Informer = '7597.63', LSTM = '7586.96', iTransformer = '7655.72', TSMixer = '7609.34', TSMixerx = '7627.82', PatchTST = '7609.66', RNN = '7622.84', GRU = '7647.73', TCN = '7683.32', BiTCN = '7625.2', DilatedRNN = '7611.68', MLP = '7604.11', DLinear = '7604.98', NLinear = '7607.4', TFT = '7605.44', StemGNN = '7598.84', MLPMultivariate = '7655.51', TiDE = '7616.44', DeepNPTS = '7604.42', y = '7606.67' WHERE ds = '2024-08-30 00:00:00' -2024-11-20 10:31:52,751 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-30 00:00:00', NHITS = '7614.03', Informer = '7597.63', LSTM = '7586.96', iTransformer = '7655.72', TSMixer = '7609.34', TSMixerx = '7627.82', PatchTST = '7609.66', RNN = '7622.84', GRU = '7647.73', TCN = '7683.32', BiTCN = '7625.2', DilatedRNN = '7611.68', MLP = '7604.11', DLinear = '7604.98', NLinear = '7607.4', TFT = '7605.44', StemGNN = '7598.84', MLPMultivariate = '7655.51', TiDE = '7616.44', DeepNPTS = '7604.42', y = '7606.67' WHERE ds = '2024-08-30 00:00:00' -2024-11-20 10:31:52,754 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-02 00:00:00', NHITS = '7605.77', Informer = '7607.48', LSTM = '7574.01', iTransformer = '7657.55', TSMixer = '7606.13', TSMixerx = '7623.34', PatchTST = '7601.08', RNN = '7617.14', GRU = '7632.79', TCN = '7647.45', BiTCN = '7631.48', DilatedRNN = '7601.88', MLP = '7607.32', DLinear = '7602.92', NLinear = '7610.32', TFT = '7598.03', StemGNN = '7597.7', MLPMultivariate = '7649.4', TiDE = '7604.07', DeepNPTS = '7593.73', y = '7583.33' WHERE ds = '2024-09-02 00:00:00' -2024-11-20 10:31:52,754 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-02 00:00:00', NHITS = '7605.77', Informer = '7607.48', LSTM = '7574.01', iTransformer = '7657.55', TSMixer = '7606.13', TSMixerx = '7623.34', PatchTST = '7601.08', RNN = '7617.14', GRU = '7632.79', TCN = '7647.45', BiTCN = '7631.48', DilatedRNN = '7601.88', MLP = '7607.32', DLinear = '7602.92', NLinear = '7610.32', TFT = '7598.03', StemGNN = '7597.7', MLPMultivariate = '7649.4', TiDE = '7604.07', DeepNPTS = '7593.73', y = '7583.33' WHERE ds = '2024-09-02 00:00:00' -2024-11-20 10:31:52,756 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-03 00:00:00', NHITS = '7585.53', Informer = '7591.18', LSTM = '7541.28', iTransformer = '7616.14', TSMixer = '7585.56', TSMixerx = '7597.08', PatchTST = '7575.22', RNN = '7577.4', GRU = '7602.02', TCN = '7584.32', BiTCN = '7620.22', DilatedRNN = '7566.19', MLP = '7593.28', DLinear = '7584.09', NLinear = '7584.79', TFT = '7569.87', StemGNN = '7596.02', MLPMultivariate = '7632.57', TiDE = '7579.08', DeepNPTS = '7589.84', y = '7562.5' WHERE ds = '2024-09-03 00:00:00' -2024-11-20 10:31:52,756 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-03 00:00:00', NHITS = '7585.53', Informer = '7591.18', LSTM = '7541.28', iTransformer = '7616.14', TSMixer = '7585.56', TSMixerx = '7597.08', PatchTST = '7575.22', RNN = '7577.4', GRU = '7602.02', TCN = '7584.32', BiTCN = '7620.22', DilatedRNN = '7566.19', MLP = '7593.28', DLinear = '7584.09', NLinear = '7584.79', TFT = '7569.87', StemGNN = '7596.02', MLPMultivariate = '7632.57', TiDE = '7579.08', DeepNPTS = '7589.84', y = '7562.5' WHERE ds = '2024-09-03 00:00:00' -2024-11-20 10:31:52,758 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-04 00:00:00', NHITS = '7568.37', Informer = '7571.94', LSTM = '7515.98', iTransformer = '7610.57', TSMixer = '7565.79', TSMixerx = '7581.26', PatchTST = '7562.25', RNN = '7558.08', GRU = '7581.85', TCN = '7545.27', BiTCN = '7604.56', DilatedRNN = '7535.46', MLP = '7576.39', DLinear = '7572.94', NLinear = '7565.45', TFT = '7557.33', StemGNN = '7593.59', MLPMultivariate = '7618.83', TiDE = '7560.98', DeepNPTS = '7584.89', y = '7535.0' WHERE ds = '2024-09-04 00:00:00' -2024-11-20 10:31:52,758 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-04 00:00:00', NHITS = '7568.37', Informer = '7571.94', LSTM = '7515.98', iTransformer = '7610.57', TSMixer = '7565.79', TSMixerx = '7581.26', PatchTST = '7562.25', RNN = '7558.08', GRU = '7581.85', TCN = '7545.27', BiTCN = '7604.56', DilatedRNN = '7535.46', MLP = '7576.39', DLinear = '7572.94', NLinear = '7565.45', TFT = '7557.33', StemGNN = '7593.59', MLPMultivariate = '7618.83', TiDE = '7560.98', DeepNPTS = '7584.89', y = '7535.0' WHERE ds = '2024-09-04 00:00:00' -2024-11-20 10:31:52,761 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-05 00:00:00', NHITS = '7543.76', Informer = '7554.78', LSTM = '7480.27', iTransformer = '7596.32', TSMixer = '7542.46', TSMixerx = '7560.43', PatchTST = '7542.41', RNN = '7526.06', GRU = '7549.62', TCN = '7514.26', BiTCN = '7580.6', DilatedRNN = '7496.51', MLP = '7554.42', DLinear = '7552.65', NLinear = '7529.62', TFT = '7533.45', StemGNN = '7589.9', MLPMultivariate = '7609.7', TiDE = '7536.19', DeepNPTS = '7604.62', y = '7475.0' WHERE ds = '2024-09-05 00:00:00' -2024-11-20 10:31:52,761 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-05 00:00:00', NHITS = '7543.76', Informer = '7554.78', LSTM = '7480.27', iTransformer = '7596.32', TSMixer = '7542.46', TSMixerx = '7560.43', PatchTST = '7542.41', RNN = '7526.06', GRU = '7549.62', TCN = '7514.26', BiTCN = '7580.6', DilatedRNN = '7496.51', MLP = '7554.42', DLinear = '7552.65', NLinear = '7529.62', TFT = '7533.45', StemGNN = '7589.9', MLPMultivariate = '7609.7', TiDE = '7536.19', DeepNPTS = '7604.62', y = '7475.0' WHERE ds = '2024-09-05 00:00:00' -2024-11-20 10:31:52,763 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-06 00:00:00', NHITS = '7486.44', Informer = '7535.38', LSTM = '7399.34', iTransformer = '7579.63', TSMixer = '7490.15', TSMixerx = '7530.32', PatchTST = '7484.73', RNN = '7455.8', GRU = '7477.09', TCN = '7467.9', BiTCN = '7540.47', DilatedRNN = '7420.37', MLP = '7514.24', DLinear = '7518.1', NLinear = '7469.82', TFT = '7508.77', StemGNN = '7582.87', MLPMultivariate = '7581.29', TiDE = '7483.85', DeepNPTS = '7606.65', y = '7442.5' WHERE ds = '2024-09-06 00:00:00' -2024-11-20 10:31:52,763 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-06 00:00:00', NHITS = '7486.44', Informer = '7535.38', LSTM = '7399.34', iTransformer = '7579.63', TSMixer = '7490.15', TSMixerx = '7530.32', PatchTST = '7484.73', RNN = '7455.8', GRU = '7477.09', TCN = '7467.9', BiTCN = '7540.47', DilatedRNN = '7420.37', MLP = '7514.24', DLinear = '7518.1', NLinear = '7469.82', TFT = '7508.77', StemGNN = '7582.87', MLPMultivariate = '7581.29', TiDE = '7483.85', DeepNPTS = '7606.65', y = '7442.5' WHERE ds = '2024-09-06 00:00:00' -2024-11-20 10:31:52,764 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-09 00:00:00', NHITS = '7470.01', Informer = '7515.88', LSTM = '7364.62', iTransformer = '7562.42', TSMixer = '7446.27', TSMixerx = '7498.53', PatchTST = '7460.67', RNN = '7431.29', GRU = '7457.63', TCN = '7439.77', BiTCN = '7496.35', DilatedRNN = '7380.39', MLP = '7490.04', DLinear = '7478.05', NLinear = '7433.33', TFT = '7489.86', StemGNN = '7574.18', MLPMultivariate = '7557.17', TiDE = '7447.27', DeepNPTS = '7583.34', y = '7422.5' WHERE ds = '2024-09-09 00:00:00' -2024-11-20 10:31:52,764 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-09 00:00:00', NHITS = '7470.01', Informer = '7515.88', LSTM = '7364.62', iTransformer = '7562.42', TSMixer = '7446.27', TSMixerx = '7498.53', PatchTST = '7460.67', RNN = '7431.29', GRU = '7457.63', TCN = '7439.77', BiTCN = '7496.35', DilatedRNN = '7380.39', MLP = '7490.04', DLinear = '7478.05', NLinear = '7433.33', TFT = '7489.86', StemGNN = '7574.18', MLPMultivariate = '7557.17', TiDE = '7447.27', DeepNPTS = '7583.34', y = '7422.5' WHERE ds = '2024-09-09 00:00:00' -2024-11-20 10:31:52,768 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-10 00:00:00', NHITS = '7451.33', Informer = '7504.81', LSTM = '7339.71', iTransformer = '7541.21', TSMixer = '7420.48', TSMixerx = '7477.1', PatchTST = '7438.77', RNN = '7409.71', GRU = '7440.34', TCN = '7417.87', BiTCN = '7462.64', DilatedRNN = '7355.09', MLP = '7458.54', DLinear = '7445.15', NLinear = '7421.15', TFT = '7475.16', StemGNN = '7564.85', MLPMultivariate = '7527.78', TiDE = '7425.45', DeepNPTS = '7562.5', y = '7412.5' WHERE ds = '2024-09-10 00:00:00' -2024-11-20 10:31:52,768 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-10 00:00:00', NHITS = '7451.33', Informer = '7504.81', LSTM = '7339.71', iTransformer = '7541.21', TSMixer = '7420.48', TSMixerx = '7477.1', PatchTST = '7438.77', RNN = '7409.71', GRU = '7440.34', TCN = '7417.87', BiTCN = '7462.64', DilatedRNN = '7355.09', MLP = '7458.54', DLinear = '7445.15', NLinear = '7421.15', TFT = '7475.16', StemGNN = '7564.85', MLPMultivariate = '7527.78', TiDE = '7425.45', DeepNPTS = '7562.5', y = '7412.5' WHERE ds = '2024-09-10 00:00:00' -2024-11-20 10:31:52,771 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-11 00:00:00', NHITS = '7430.97', Informer = '7491.05', LSTM = '7330.97', iTransformer = '7519.37', TSMixer = '7404.28', TSMixerx = '7462.26', PatchTST = '7420.89', RNN = '7398.85', GRU = '7436.14', TCN = '7408.15', BiTCN = '7431.14', DilatedRNN = '7340.45', MLP = '7432.55', DLinear = '7418.98', NLinear = '7415.28', TFT = '7464.61', StemGNN = '7555.64', MLPMultivariate = '7498.71', TiDE = '7417.44', DeepNPTS = '7535.0', y = '7387.5' WHERE ds = '2024-09-11 00:00:00' -2024-11-20 10:31:52,771 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-11 00:00:00', NHITS = '7430.97', Informer = '7491.05', LSTM = '7330.97', iTransformer = '7519.37', TSMixer = '7404.28', TSMixerx = '7462.26', PatchTST = '7420.89', RNN = '7398.85', GRU = '7436.14', TCN = '7408.15', BiTCN = '7431.14', DilatedRNN = '7340.45', MLP = '7432.55', DLinear = '7418.98', NLinear = '7415.28', TFT = '7464.61', StemGNN = '7555.64', MLPMultivariate = '7498.71', TiDE = '7417.44', DeepNPTS = '7535.0', y = '7387.5' WHERE ds = '2024-09-11 00:00:00' -2024-11-20 10:31:52,774 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-12 00:00:00', NHITS = '7398.0', Informer = '7478.74', LSTM = '7303.67', iTransformer = '7492.92', TSMixer = '7382.31', TSMixerx = '7444.67', PatchTST = '7391.09', RNN = '7382.94', GRU = '7411.65', TCN = '7396.88', BiTCN = '7397.14', DilatedRNN = '7313.15', MLP = '7402.38', DLinear = '7400.79', NLinear = '7386.94', TFT = '7448.76', StemGNN = '7545.54', MLPMultivariate = '7460.06', TiDE = '7395.3', DeepNPTS = '7475.01', y = '7380.0' WHERE ds = '2024-09-12 00:00:00' -2024-11-20 10:31:52,774 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-12 00:00:00', NHITS = '7398.0', Informer = '7478.74', LSTM = '7303.67', iTransformer = '7492.92', TSMixer = '7382.31', TSMixerx = '7444.67', PatchTST = '7391.09', RNN = '7382.94', GRU = '7411.65', TCN = '7396.88', BiTCN = '7397.14', DilatedRNN = '7313.15', MLP = '7402.38', DLinear = '7400.79', NLinear = '7386.94', TFT = '7448.76', StemGNN = '7545.54', MLPMultivariate = '7460.06', TiDE = '7395.3', DeepNPTS = '7475.01', y = '7380.0' WHERE ds = '2024-09-12 00:00:00' -2024-11-20 10:31:52,776 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-13 00:00:00', NHITS = '7388.71', Informer = '7460.03', LSTM = '7300.95', iTransformer = '7464.13', TSMixer = '7369.45', TSMixerx = '7424.93', PatchTST = '7380.86', RNN = '7379.25', GRU = '7411.88', TCN = '7392.85', BiTCN = '7374.15', DilatedRNN = '7309.57', MLP = '7382.1', DLinear = '7401.54', NLinear = '7385.04', TFT = '7438.55', StemGNN = '7535.68', MLPMultivariate = '7439.73', TiDE = '7384.62', DeepNPTS = '7442.51', y = '7395.0' WHERE ds = '2024-09-13 00:00:00' -2024-11-20 10:31:52,776 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-13 00:00:00', NHITS = '7388.71', Informer = '7460.03', LSTM = '7300.95', iTransformer = '7464.13', TSMixer = '7369.45', TSMixerx = '7424.93', PatchTST = '7380.86', RNN = '7379.25', GRU = '7411.88', TCN = '7392.85', BiTCN = '7374.15', DilatedRNN = '7309.57', MLP = '7382.1', DLinear = '7401.54', NLinear = '7385.04', TFT = '7438.55', StemGNN = '7535.68', MLPMultivariate = '7439.73', TiDE = '7384.62', DeepNPTS = '7442.51', y = '7395.0' WHERE ds = '2024-09-13 00:00:00' -2024-11-20 10:31:52,778 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-14 00:00:00', NHITS = '7403.95', Informer = '7464.0', LSTM = '7318.92', iTransformer = '7450.39', TSMixer = '7380.9', TSMixerx = '7417.35', PatchTST = '7390.87', RNN = '7396.28', GRU = '7429.07', TCN = '7406.03', BiTCN = '7371.11', DilatedRNN = '7327.5', MLP = '7375.1', DLinear = '7403.94', NLinear = '7403.98', TFT = '7435.49', StemGNN = '7527.23', MLPMultivariate = '7421.01', TiDE = '7393.19', DeepNPTS = '7422.53', y = '7375.0' WHERE ds = '2024-09-14 00:00:00' -2024-11-20 10:31:52,778 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-14 00:00:00', NHITS = '7403.95', Informer = '7464.0', LSTM = '7318.92', iTransformer = '7450.39', TSMixer = '7380.9', TSMixerx = '7417.35', PatchTST = '7390.87', RNN = '7396.28', GRU = '7429.07', TCN = '7406.03', BiTCN = '7371.11', DilatedRNN = '7327.5', MLP = '7375.1', DLinear = '7403.94', NLinear = '7403.98', TFT = '7435.49', StemGNN = '7527.23', MLPMultivariate = '7421.01', TiDE = '7393.19', DeepNPTS = '7422.53', y = '7375.0' WHERE ds = '2024-09-14 00:00:00' -2024-11-20 10:31:52,781 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-18 00:00:00', NHITS = '7378.25', Informer = '7450.51', LSTM = '7296.64', iTransformer = '7420.48', TSMixer = '7374.33', TSMixerx = '7397.35', PatchTST = '7365.31', RNN = '7369.65', GRU = '7403.89', TCN = '7405.31', BiTCN = '7367.04', DilatedRNN = '7307.74', MLP = '7352.11', DLinear = '7382.56', NLinear = '7384.77', TFT = '7418.46', StemGNN = '7518.24', MLPMultivariate = '7376.68', TiDE = '7382.2', DeepNPTS = '7412.61', y = '7342.5' WHERE ds = '2024-09-18 00:00:00' -2024-11-20 10:31:52,781 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-18 00:00:00', NHITS = '7378.25', Informer = '7450.51', LSTM = '7296.64', iTransformer = '7420.48', TSMixer = '7374.33', TSMixerx = '7397.35', PatchTST = '7365.31', RNN = '7369.65', GRU = '7403.89', TCN = '7405.31', BiTCN = '7367.04', DilatedRNN = '7307.74', MLP = '7352.11', DLinear = '7382.56', NLinear = '7384.77', TFT = '7418.46', StemGNN = '7518.24', MLPMultivariate = '7376.68', TiDE = '7382.2', DeepNPTS = '7412.61', y = '7342.5' WHERE ds = '2024-09-18 00:00:00' -2024-11-20 10:31:52,783 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-19 00:00:00', NHITS = '7345.8', Informer = '7424.07', LSTM = '7273.03', iTransformer = '7383.78', TSMixer = '7351.39', TSMixerx = '7367.71', PatchTST = '7348.02', RNN = '7343.67', GRU = '7377.78', TCN = '7405.74', BiTCN = '7364.49', DilatedRNN = '7286.64', MLP = '7340.79', DLinear = '7371.55', NLinear = '7346.23', TFT = '7404.98', StemGNN = '7508.11', MLPMultivariate = '7313.24', TiDE = '7357.08', DeepNPTS = '7392.25', y = '7325.0' WHERE ds = '2024-09-19 00:00:00' -2024-11-20 10:31:52,783 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-19 00:00:00', NHITS = '7345.8', Informer = '7424.07', LSTM = '7273.03', iTransformer = '7383.78', TSMixer = '7351.39', TSMixerx = '7367.71', PatchTST = '7348.02', RNN = '7343.67', GRU = '7377.78', TCN = '7405.74', BiTCN = '7364.49', DilatedRNN = '7286.64', MLP = '7340.79', DLinear = '7371.55', NLinear = '7346.23', TFT = '7404.98', StemGNN = '7508.11', MLPMultivariate = '7313.24', TiDE = '7357.08', DeepNPTS = '7392.25', y = '7325.0' WHERE ds = '2024-09-19 00:00:00' -2024-11-20 10:31:52,786 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-20 00:00:00', NHITS = '7331.34', Informer = '7411.4', LSTM = '7261.47', iTransformer = '7359.5', TSMixer = '7333.1', TSMixerx = '7352.78', PatchTST = '7340.24', RNN = '7332.29', GRU = '7366.28', TCN = '7407.88', BiTCN = '7366.1', DilatedRNN = '7275.0', MLP = '7339.29', DLinear = '7357.37', NLinear = '7336.36', TFT = '7381.77', StemGNN = '7497.51', MLPMultivariate = '7277.24', TiDE = '7337.64', DeepNPTS = '7389.01', y = '7340.0' WHERE ds = '2024-09-20 00:00:00' -2024-11-20 10:31:52,786 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-20 00:00:00', NHITS = '7331.34', Informer = '7411.4', LSTM = '7261.47', iTransformer = '7359.5', TSMixer = '7333.1', TSMixerx = '7352.78', PatchTST = '7340.24', RNN = '7332.29', GRU = '7366.28', TCN = '7407.88', BiTCN = '7366.1', DilatedRNN = '7275.0', MLP = '7339.29', DLinear = '7357.37', NLinear = '7336.36', TFT = '7381.77', StemGNN = '7497.51', MLPMultivariate = '7277.24', TiDE = '7337.64', DeepNPTS = '7389.01', y = '7340.0' WHERE ds = '2024-09-20 00:00:00' -2024-11-20 10:31:52,789 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-23 00:00:00', NHITS = '7350.17', Informer = '7409.47', LSTM = '7273.6', iTransformer = '7360.28', TSMixer = '7338.57', TSMixerx = '7354.65', PatchTST = '7355.94', RNN = '7342.36', GRU = '7383.53', TCN = '7413.67', BiTCN = '7372.86', DilatedRNN = '7285.44', MLP = '7350.24', DLinear = '7359.13', NLinear = '7346.39', TFT = '7390.63', StemGNN = '7488.3', MLPMultivariate = '7253.74', TiDE = '7336.25', DeepNPTS = '7363.92', y = '7310.0' WHERE ds = '2024-09-23 00:00:00' -2024-11-20 10:31:52,789 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-23 00:00:00', NHITS = '7350.17', Informer = '7409.47', LSTM = '7273.6', iTransformer = '7360.28', TSMixer = '7338.57', TSMixerx = '7354.65', PatchTST = '7355.94', RNN = '7342.36', GRU = '7383.53', TCN = '7413.67', BiTCN = '7372.86', DilatedRNN = '7285.44', MLP = '7350.24', DLinear = '7359.13', NLinear = '7346.39', TFT = '7390.63', StemGNN = '7488.3', MLPMultivariate = '7253.74', TiDE = '7336.25', DeepNPTS = '7363.92', y = '7310.0' WHERE ds = '2024-09-23 00:00:00' -2024-11-20 10:31:52,791 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-24 00:00:00', NHITS = '7334.33', Informer = '7387.52', LSTM = '7250.34', iTransformer = '7333.1', TSMixer = '7321.56', TSMixerx = '7341.2', PatchTST = '7323.07', RNN = '7313.94', GRU = '7351.58', TCN = '7405.47', BiTCN = '7369.32', DilatedRNN = '7258.87', MLP = '7332.21', DLinear = '7339.95', NLinear = '7319.59', TFT = '7372.23', StemGNN = '7478.05', MLPMultivariate = '7233.88', TiDE = '7309.53', DeepNPTS = '7330.44', y = '7280.0' WHERE ds = '2024-09-24 00:00:00' -2024-11-20 10:31:52,791 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-24 00:00:00', NHITS = '7334.33', Informer = '7387.52', LSTM = '7250.34', iTransformer = '7333.1', TSMixer = '7321.56', TSMixerx = '7341.2', PatchTST = '7323.07', RNN = '7313.94', GRU = '7351.58', TCN = '7405.47', BiTCN = '7369.32', DilatedRNN = '7258.87', MLP = '7332.21', DLinear = '7339.95', NLinear = '7319.59', TFT = '7372.23', StemGNN = '7478.05', MLPMultivariate = '7233.88', TiDE = '7309.53', DeepNPTS = '7330.44', y = '7280.0' WHERE ds = '2024-09-24 00:00:00' -2024-11-20 10:31:52,793 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-25 00:00:00', NHITS = '7331.68', Informer = '7358.95', LSTM = '7233.76', iTransformer = '7294.82', TSMixer = '7295.02', TSMixerx = '7325.46', PatchTST = '7313.92', RNN = '7295.67', GRU = '7333.57', TCN = '7389.7', BiTCN = '7358.18', DilatedRNN = '7239.93', MLP = '7329.29', DLinear = '7318.18', NLinear = '7284.22', TFT = '7352.1', StemGNN = '7466.86', MLPMultivariate = '7208.89', TiDE = '7292.13', DeepNPTS = '7300.88', y = '7315.0' WHERE ds = '2024-09-25 00:00:00' -2024-11-20 10:31:52,793 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-25 00:00:00', NHITS = '7331.68', Informer = '7358.95', LSTM = '7233.76', iTransformer = '7294.82', TSMixer = '7295.02', TSMixerx = '7325.46', PatchTST = '7313.92', RNN = '7295.67', GRU = '7333.57', TCN = '7389.7', BiTCN = '7358.18', DilatedRNN = '7239.93', MLP = '7329.29', DLinear = '7318.18', NLinear = '7284.22', TFT = '7352.1', StemGNN = '7466.86', MLPMultivariate = '7208.89', TiDE = '7292.13', DeepNPTS = '7300.88', y = '7315.0' WHERE ds = '2024-09-25 00:00:00' -2024-11-20 10:31:52,795 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-26 00:00:00', NHITS = '7383.23', Informer = '7354.28', LSTM = '7258.63', iTransformer = '7322.43', TSMixer = '7311.57', TSMixerx = '7337.57', PatchTST = '7346.59', RNN = '7334.2', GRU = '7368.18', TCN = '7395.19', BiTCN = '7360.13', DilatedRNN = '7262.58', MLP = '7348.37', DLinear = '7337.87', NLinear = '7321.63', TFT = '7365.79', StemGNN = '7457.88', MLPMultivariate = '7369.88', TiDE = '7315.96', DeepNPTS = '7309.91', y = '7310.0' WHERE ds = '2024-09-26 00:00:00' -2024-11-20 10:31:52,795 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-26 00:00:00', NHITS = '7383.23', Informer = '7354.28', LSTM = '7258.63', iTransformer = '7322.43', TSMixer = '7311.57', TSMixerx = '7337.57', PatchTST = '7346.59', RNN = '7334.2', GRU = '7368.18', TCN = '7395.19', BiTCN = '7360.13', DilatedRNN = '7262.58', MLP = '7348.37', DLinear = '7337.87', NLinear = '7321.63', TFT = '7365.79', StemGNN = '7457.88', MLPMultivariate = '7369.88', TiDE = '7315.96', DeepNPTS = '7309.91', y = '7310.0' WHERE ds = '2024-09-26 00:00:00' -2024-11-20 10:31:52,798 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-27 00:00:00', NHITS = '7395.39', Informer = '7342.84', LSTM = '7252.57', iTransformer = '7349.44', TSMixer = '7311.78', TSMixerx = '7332.55', PatchTST = '7328.61', RNN = '7316.26', GRU = '7355.87', TCN = '7383.46', BiTCN = '7355.37', DilatedRNN = '7250.85', MLP = '7333.29', DLinear = '7314.8', NLinear = '7318.06', TFT = '7363.19', StemGNN = '7449.12', MLPMultivariate = '7426.95', TiDE = '7307.61', DeepNPTS = '7323.36', y = '7310.0' WHERE ds = '2024-09-27 00:00:00' -2024-11-20 10:31:52,798 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-27 00:00:00', NHITS = '7395.39', Informer = '7342.84', LSTM = '7252.57', iTransformer = '7349.44', TSMixer = '7311.78', TSMixerx = '7332.55', PatchTST = '7328.61', RNN = '7316.26', GRU = '7355.87', TCN = '7383.46', BiTCN = '7355.37', DilatedRNN = '7250.85', MLP = '7333.29', DLinear = '7314.8', NLinear = '7318.06', TFT = '7363.19', StemGNN = '7449.12', MLPMultivariate = '7426.95', TiDE = '7307.61', DeepNPTS = '7323.36', y = '7310.0' WHERE ds = '2024-09-27 00:00:00' -2024-11-20 10:31:52,801 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-29 00:00:00', NHITS = '7404.69', Informer = '7328.01', LSTM = '7255.95', iTransformer = '7412.08', TSMixer = '7310.44', TSMixerx = '7339.92', PatchTST = '7335.89', RNN = '7322.03', GRU = '7360.7', TCN = '7391.28', BiTCN = '7348.53', DilatedRNN = '7255.08', MLP = '7324.23', DLinear = '7308.09', NLinear = '7314.78', TFT = '7356.94', StemGNN = '7440.11', MLPMultivariate = '7459.6', TiDE = '7314.78', DeepNPTS = '7323.36', y = '7365.0' WHERE ds = '2024-09-29 00:00:00' -2024-11-20 10:31:52,801 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-29 00:00:00', NHITS = '7404.69', Informer = '7328.01', LSTM = '7255.95', iTransformer = '7412.08', TSMixer = '7310.44', TSMixerx = '7339.92', PatchTST = '7335.89', RNN = '7322.03', GRU = '7360.7', TCN = '7391.28', BiTCN = '7348.53', DilatedRNN = '7255.08', MLP = '7324.23', DLinear = '7308.09', NLinear = '7314.78', TFT = '7356.94', StemGNN = '7440.11', MLPMultivariate = '7459.6', TiDE = '7314.78', DeepNPTS = '7323.36', y = '7365.0' WHERE ds = '2024-09-29 00:00:00' -2024-11-20 10:31:52,804 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-30 00:00:00', NHITS = '7426.12', Informer = '7341.11', LSTM = '7300.09', iTransformer = '7456.35', TSMixer = '7351.28', TSMixerx = '7360.36', PatchTST = '7371.79', RNN = '7386.81', GRU = '7413.94', TCN = '7423.46', BiTCN = '7354.23', DilatedRNN = '7305.8', MLP = '7350.79', DLinear = '7337.02', NLinear = '7372.67', TFT = '7375.01', StemGNN = '7433.62', MLPMultivariate = '7526.69', TiDE = '7362.78', DeepNPTS = '7362.27', y = '7420.0' WHERE ds = '2024-09-30 00:00:00' -2024-11-20 10:31:52,804 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-30 00:00:00', NHITS = '7426.12', Informer = '7341.11', LSTM = '7300.09', iTransformer = '7456.35', TSMixer = '7351.28', TSMixerx = '7360.36', PatchTST = '7371.79', RNN = '7386.81', GRU = '7413.94', TCN = '7423.46', BiTCN = '7354.23', DilatedRNN = '7305.8', MLP = '7350.79', DLinear = '7337.02', NLinear = '7372.67', TFT = '7375.01', StemGNN = '7433.62', MLPMultivariate = '7526.69', TiDE = '7362.78', DeepNPTS = '7362.27', y = '7420.0' WHERE ds = '2024-09-30 00:00:00' -2024-11-20 10:31:52,806 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-08 00:00:00', NHITS = '7406.37', Informer = '7396.05', LSTM = '7363.97', iTransformer = '7515.23', TSMixer = '7401.51', TSMixerx = '7391.97', PatchTST = '7409.69', RNN = '7428.8', GRU = '7463.3', TCN = '7450.62', BiTCN = '7382.85', DilatedRNN = '7368.46', MLP = '7376.8', DLinear = '7366.11', NLinear = '7426.31', TFT = '7404.72', StemGNN = '7429.4', MLPMultivariate = '7614.2', TiDE = '7412.17', DeepNPTS = '7419.09', y = '7602.5' WHERE ds = '2024-10-08 00:00:00' -2024-11-20 10:31:52,806 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-08 00:00:00', NHITS = '7406.37', Informer = '7396.05', LSTM = '7363.97', iTransformer = '7515.23', TSMixer = '7401.51', TSMixerx = '7391.97', PatchTST = '7409.69', RNN = '7428.8', GRU = '7463.3', TCN = '7450.62', BiTCN = '7382.85', DilatedRNN = '7368.46', MLP = '7376.8', DLinear = '7366.11', NLinear = '7426.31', TFT = '7404.72', StemGNN = '7429.4', MLPMultivariate = '7614.2', TiDE = '7412.17', DeepNPTS = '7419.09', y = '7602.5' WHERE ds = '2024-10-08 00:00:00' -2024-11-20 10:31:52,808 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-09 00:00:00', NHITS = '7577.33', Informer = '7574.57', LSTM = '7625.6', iTransformer = '7661.65', TSMixer = '7544.47', TSMixerx = '7607.6', PatchTST = '7631.74', RNN = '7679.46', GRU = '7699.37', TCN = '7713.1', BiTCN = '7580.36', DilatedRNN = '7635.88', MLP = '7586.54', DLinear = '7484.3', NLinear = '7607.45', TFT = '7604.1', StemGNN = '7429.48', MLPMultivariate = '7766.63', TiDE = '7573.71', DeepNPTS = '7602.24', y = '7602.5' WHERE ds = '2024-10-09 00:00:00' -2024-11-20 10:31:52,808 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-09 00:00:00', NHITS = '7577.33', Informer = '7574.57', LSTM = '7625.6', iTransformer = '7661.65', TSMixer = '7544.47', TSMixerx = '7607.6', PatchTST = '7631.74', RNN = '7679.46', GRU = '7699.37', TCN = '7713.1', BiTCN = '7580.36', DilatedRNN = '7635.88', MLP = '7586.54', DLinear = '7484.3', NLinear = '7607.45', TFT = '7604.1', StemGNN = '7429.48', MLPMultivariate = '7766.63', TiDE = '7573.71', DeepNPTS = '7602.24', y = '7602.5' WHERE ds = '2024-10-09 00:00:00' -2024-11-20 10:31:52,810 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-10 00:00:00', NHITS = '7576.0', Informer = '7601.33', LSTM = '7581.64', iTransformer = '7719.31', TSMixer = '7608.25', TSMixerx = '7677.35', PatchTST = '7632.34', RNN = '7639.99', GRU = '7633.43', TCN = '7766.71', BiTCN = '7661.03', DilatedRNN = '7634.72', MLP = '7640.36', DLinear = '7542.83', NLinear = '7609.24', TFT = '7617.74', StemGNN = '7429.69', MLPMultivariate = '7786.16', TiDE = '7604.18', DeepNPTS = '7602.37', y = '7585.0' WHERE ds = '2024-10-10 00:00:00' -2024-11-20 10:31:52,810 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-10 00:00:00', NHITS = '7576.0', Informer = '7601.33', LSTM = '7581.64', iTransformer = '7719.31', TSMixer = '7608.25', TSMixerx = '7677.35', PatchTST = '7632.34', RNN = '7639.99', GRU = '7633.43', TCN = '7766.71', BiTCN = '7661.03', DilatedRNN = '7634.72', MLP = '7640.36', DLinear = '7542.83', NLinear = '7609.24', TFT = '7617.74', StemGNN = '7429.69', MLPMultivariate = '7786.16', TiDE = '7604.18', DeepNPTS = '7602.37', y = '7585.0' WHERE ds = '2024-10-10 00:00:00' -2024-11-20 10:31:52,813 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-11 00:00:00', NHITS = '7631.65', Informer = '7624.48', LSTM = '7575.07', iTransformer = '7766.2', TSMixer = '7609.2', TSMixerx = '7714.27', PatchTST = '7629.44', RNN = '7599.98', GRU = '7624.22', TCN = '7788.7', BiTCN = '7691.29', DilatedRNN = '7618.88', MLP = '7651.66', DLinear = '7572.18', NLinear = '7587.86', TFT = '7623.61', StemGNN = '7429.71', MLPMultivariate = '7764.22', TiDE = '7600.31', DeepNPTS = '7584.85', y = '7575.0' WHERE ds = '2024-10-11 00:00:00' -2024-11-20 10:31:52,813 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-11 00:00:00', NHITS = '7631.65', Informer = '7624.48', LSTM = '7575.07', iTransformer = '7766.2', TSMixer = '7609.2', TSMixerx = '7714.27', PatchTST = '7629.44', RNN = '7599.98', GRU = '7624.22', TCN = '7788.7', BiTCN = '7691.29', DilatedRNN = '7618.88', MLP = '7651.66', DLinear = '7572.18', NLinear = '7587.86', TFT = '7623.61', StemGNN = '7429.71', MLPMultivariate = '7764.22', TiDE = '7600.31', DeepNPTS = '7584.85', y = '7575.0' WHERE ds = '2024-10-11 00:00:00' -2024-11-20 10:31:52,815 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-12 00:00:00', NHITS = '7653.07', Informer = '7598.33', LSTM = '7548.5', iTransformer = '7847.1', TSMixer = '7585.18', TSMixerx = '7706.53', PatchTST = '7607.08', RNN = '7603.88', GRU = '7602.92', TCN = '7740.27', BiTCN = '7700.39', DilatedRNN = '7589.1', MLP = '7663.18', DLinear = '7571.87', NLinear = '7574.65', TFT = '7629.57', StemGNN = '7429.59', MLPMultivariate = '7716.69', TiDE = '7568.07', DeepNPTS = '7574.84', y = '7576.67' WHERE ds = '2024-10-12 00:00:00' -2024-11-20 10:31:52,815 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-12 00:00:00', NHITS = '7653.07', Informer = '7598.33', LSTM = '7548.5', iTransformer = '7847.1', TSMixer = '7585.18', TSMixerx = '7706.53', PatchTST = '7607.08', RNN = '7603.88', GRU = '7602.92', TCN = '7740.27', BiTCN = '7700.39', DilatedRNN = '7589.1', MLP = '7663.18', DLinear = '7571.87', NLinear = '7574.65', TFT = '7629.57', StemGNN = '7429.59', MLPMultivariate = '7716.69', TiDE = '7568.07', DeepNPTS = '7574.84', y = '7576.67' WHERE ds = '2024-10-12 00:00:00' -2024-11-20 10:31:52,819 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-14 00:00:00', NHITS = '7691.78', Informer = '7608.75', LSTM = '7548.03', iTransformer = '7871.49', TSMixer = '7552.13', TSMixerx = '7690.78', PatchTST = '7583.72', RNN = '7553.81', GRU = '7607.37', TCN = '7730.31', BiTCN = '7696.8', DilatedRNN = '7583.52', MLP = '7677.65', DLinear = '7557.6', NLinear = '7562.15', TFT = '7651.37', StemGNN = '7429.44', MLPMultivariate = '7670.88', TiDE = '7546.73', DeepNPTS = '7576.1', y = '7565.0' WHERE ds = '2024-10-14 00:00:00' -2024-11-20 10:31:52,819 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-14 00:00:00', NHITS = '7691.78', Informer = '7608.75', LSTM = '7548.03', iTransformer = '7871.49', TSMixer = '7552.13', TSMixerx = '7690.78', PatchTST = '7583.72', RNN = '7553.81', GRU = '7607.37', TCN = '7730.31', BiTCN = '7696.8', DilatedRNN = '7583.52', MLP = '7677.65', DLinear = '7557.6', NLinear = '7562.15', TFT = '7651.37', StemGNN = '7429.44', MLPMultivariate = '7670.88', TiDE = '7546.73', DeepNPTS = '7576.1', y = '7565.0' WHERE ds = '2024-10-14 00:00:00' -2024-11-20 10:31:52,821 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-15 00:00:00', NHITS = '7639.02', Informer = '7604.74', LSTM = '7524.41', iTransformer = '7792.94', TSMixer = '7538.07', TSMixerx = '7647.37', PatchTST = '7550.89', RNN = '7554.31', GRU = '7587.3', TCN = '7702.48', BiTCN = '7678.15', DilatedRNN = '7562.07', MLP = '7640.33', DLinear = '7526.24', NLinear = '7536.04', TFT = '7653.55', StemGNN = '7429.02', MLPMultivariate = '7615.24', TiDE = '7536.11', DeepNPTS = '7564.45', y = '7527.5' WHERE ds = '2024-10-15 00:00:00' -2024-11-20 10:31:52,821 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-15 00:00:00', NHITS = '7639.02', Informer = '7604.74', LSTM = '7524.41', iTransformer = '7792.94', TSMixer = '7538.07', TSMixerx = '7647.37', PatchTST = '7550.89', RNN = '7554.31', GRU = '7587.3', TCN = '7702.48', BiTCN = '7678.15', DilatedRNN = '7562.07', MLP = '7640.33', DLinear = '7526.24', NLinear = '7536.04', TFT = '7653.55', StemGNN = '7429.02', MLPMultivariate = '7615.24', TiDE = '7536.11', DeepNPTS = '7564.45', y = '7527.5' WHERE ds = '2024-10-15 00:00:00' -2024-11-20 10:31:52,824 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-16 00:00:00', NHITS = '7560.16', Informer = '7584.03', LSTM = '7472.19', iTransformer = '7524.15', TSMixer = '7510.13', TSMixerx = '7557.71', PatchTST = '7500.61', RNN = '7525.6', GRU = '7538.71', TCN = '7580.69', BiTCN = '7620.62', DilatedRNN = '7490.21', MLP = '7571.23', DLinear = '7510.21', NLinear = '7483.04', TFT = '7574.04', StemGNN = '7427.96', MLPMultivariate = '7569.48', TiDE = '7510.9', DeepNPTS = '7522.37', y = '7477.5' WHERE ds = '2024-10-16 00:00:00' -2024-11-20 10:31:52,824 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-16 00:00:00', NHITS = '7560.16', Informer = '7584.03', LSTM = '7472.19', iTransformer = '7524.15', TSMixer = '7510.13', TSMixerx = '7557.71', PatchTST = '7500.61', RNN = '7525.6', GRU = '7538.71', TCN = '7580.69', BiTCN = '7620.62', DilatedRNN = '7490.21', MLP = '7571.23', DLinear = '7510.21', NLinear = '7483.04', TFT = '7574.04', StemGNN = '7427.96', MLPMultivariate = '7569.48', TiDE = '7510.9', DeepNPTS = '7522.37', y = '7477.5' WHERE ds = '2024-10-16 00:00:00' -2024-11-20 10:31:52,826 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-17 00:00:00', NHITS = '7497.05', Informer = '7571.56', LSTM = '7406.36', iTransformer = '7436.05', TSMixer = '7462.23', TSMixerx = '7506.3', PatchTST = '7433.55', RNN = '7466.97', GRU = '7484.21', TCN = '7495.48', BiTCN = '7551.6', DilatedRNN = '7417.59', MLP = '7502.19', DLinear = '7486.54', NLinear = '7451.01', TFT = '7481.14', StemGNN = '7425.86', MLPMultivariate = '7531.56', TiDE = '7464.61', DeepNPTS = '7505.66', y = '7467.5' WHERE ds = '2024-10-17 00:00:00' -2024-11-20 10:31:52,826 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-17 00:00:00', NHITS = '7497.05', Informer = '7571.56', LSTM = '7406.36', iTransformer = '7436.05', TSMixer = '7462.23', TSMixerx = '7506.3', PatchTST = '7433.55', RNN = '7466.97', GRU = '7484.21', TCN = '7495.48', BiTCN = '7551.6', DilatedRNN = '7417.59', MLP = '7502.19', DLinear = '7486.54', NLinear = '7451.01', TFT = '7481.14', StemGNN = '7425.86', MLPMultivariate = '7531.56', TiDE = '7464.61', DeepNPTS = '7505.66', y = '7467.5' WHERE ds = '2024-10-17 00:00:00' -2024-11-20 10:31:52,829 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-18 00:00:00', NHITS = '7485.83', Informer = '7576.53', LSTM = '7400.38', iTransformer = '7405.13', TSMixer = '7439.71', TSMixerx = '7492.0', PatchTST = '7417.06', RNN = '7460.72', GRU = '7487.02', TCN = '7473.88', BiTCN = '7503.86', DilatedRNN = '7368.89', MLP = '7465.12', DLinear = '7435.8', NLinear = '7465.36', TFT = '7460.77', StemGNN = '7423.55', MLPMultivariate = '7513.17', TiDE = '7448.06', DeepNPTS = '7457.38', y = '7370.0' WHERE ds = '2024-10-18 00:00:00' -2024-11-20 10:31:52,829 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-18 00:00:00', NHITS = '7485.83', Informer = '7576.53', LSTM = '7400.38', iTransformer = '7405.13', TSMixer = '7439.71', TSMixerx = '7492.0', PatchTST = '7417.06', RNN = '7460.72', GRU = '7487.02', TCN = '7473.88', BiTCN = '7503.86', DilatedRNN = '7368.89', MLP = '7465.12', DLinear = '7435.8', NLinear = '7465.36', TFT = '7460.77', StemGNN = '7423.55', MLPMultivariate = '7513.17', TiDE = '7448.06', DeepNPTS = '7457.38', y = '7370.0' WHERE ds = '2024-10-18 00:00:00' -2024-11-20 10:31:52,831 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-21 00:00:00', NHITS = '7344.19', Informer = '7448.06', LSTM = '7278.98', iTransformer = '7367.94', TSMixer = '7369.4', TSMixerx = '7422.88', PatchTST = '7311.05', RNN = '7344.49', GRU = '7375.82', TCN = '7434.49', BiTCN = '7406.12', DilatedRNN = '7267.31', MLP = '7378.31', DLinear = '7359.09', NLinear = '7361.07', TFT = '7360.86', StemGNN = '7418.39', MLPMultivariate = '7455.82', TiDE = '7359.83', DeepNPTS = '7457.08', y = '7362.5' WHERE ds = '2024-10-21 00:00:00' -2024-11-20 10:31:52,831 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-21 00:00:00', NHITS = '7344.19', Informer = '7448.06', LSTM = '7278.98', iTransformer = '7367.94', TSMixer = '7369.4', TSMixerx = '7422.88', PatchTST = '7311.05', RNN = '7344.49', GRU = '7375.82', TCN = '7434.49', BiTCN = '7406.12', DilatedRNN = '7267.31', MLP = '7378.31', DLinear = '7359.09', NLinear = '7361.07', TFT = '7360.86', StemGNN = '7418.39', MLPMultivariate = '7455.82', TiDE = '7359.83', DeepNPTS = '7457.08', y = '7362.5' WHERE ds = '2024-10-21 00:00:00' -2024-11-20 10:31:52,834 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-22 00:00:00', NHITS = '7325.96', Informer = '7412.3', LSTM = '7285.18', iTransformer = '7351.41', TSMixer = '7343.75', TSMixerx = '7341.76', PatchTST = '7318.72', RNN = '7356.17', GRU = '7398.84', TCN = '7424.42', BiTCN = '7348.14', DilatedRNN = '7270.19', MLP = '7359.63', DLinear = '7331.88', NLinear = '7344.37', TFT = '7359.19', StemGNN = '7413.08', MLPMultivariate = '7435.49', TiDE = '7339.82', DeepNPTS = '7498.96', y = '7346.67' WHERE ds = '2024-10-22 00:00:00' -2024-11-20 10:31:52,834 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-22 00:00:00', NHITS = '7325.96', Informer = '7412.3', LSTM = '7285.18', iTransformer = '7351.41', TSMixer = '7343.75', TSMixerx = '7341.76', PatchTST = '7318.72', RNN = '7356.17', GRU = '7398.84', TCN = '7424.42', BiTCN = '7348.14', DilatedRNN = '7270.19', MLP = '7359.63', DLinear = '7331.88', NLinear = '7344.37', TFT = '7359.19', StemGNN = '7413.08', MLPMultivariate = '7435.49', TiDE = '7339.82', DeepNPTS = '7498.96', y = '7346.67' WHERE ds = '2024-10-22 00:00:00' -2024-11-20 10:31:52,837 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-23 00:00:00', NHITS = '7300.58', Informer = '7353.2', LSTM = '7269.19', iTransformer = '7345.42', TSMixer = '7330.7', TSMixerx = '7285.19', PatchTST = '7316.86', RNN = '7347.0', GRU = '7376.53', TCN = '7407.48', BiTCN = '7302.48', DilatedRNN = '7257.8', MLP = '7344.1', DLinear = '7307.03', NLinear = '7315.78', TFT = '7345.47', StemGNN = '7407.29', MLPMultivariate = '7416.71', TiDE = '7328.57', DeepNPTS = '7479.02', y = '7357.5' WHERE ds = '2024-10-23 00:00:00' -2024-11-20 10:31:52,837 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-23 00:00:00', NHITS = '7300.58', Informer = '7353.2', LSTM = '7269.19', iTransformer = '7345.42', TSMixer = '7330.7', TSMixerx = '7285.19', PatchTST = '7316.86', RNN = '7347.0', GRU = '7376.53', TCN = '7407.48', BiTCN = '7302.48', DilatedRNN = '7257.8', MLP = '7344.1', DLinear = '7307.03', NLinear = '7315.78', TFT = '7345.47', StemGNN = '7407.29', MLPMultivariate = '7416.71', TiDE = '7328.57', DeepNPTS = '7479.02', y = '7357.5' WHERE ds = '2024-10-23 00:00:00' -2024-11-20 10:31:52,839 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-24 00:00:00', NHITS = '7327.36', Informer = '7330.89', LSTM = '7282.53', iTransformer = '7334.39', TSMixer = '7335.02', TSMixerx = '7320.17', PatchTST = '7344.86', RNN = '7348.92', GRU = '7396.87', TCN = '7389.91', BiTCN = '7289.94', DilatedRNN = '7275.05', MLP = '7332.82', DLinear = '7332.66', NLinear = '7343.01', TFT = '7344.94', StemGNN = '7401.82', MLPMultivariate = '7432.15', TiDE = '7340.73', DeepNPTS = '7461.51', y = '7352.5' WHERE ds = '2024-10-24 00:00:00' -2024-11-20 10:31:52,839 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-24 00:00:00', NHITS = '7327.36', Informer = '7330.89', LSTM = '7282.53', iTransformer = '7334.39', TSMixer = '7335.02', TSMixerx = '7320.17', PatchTST = '7344.86', RNN = '7348.92', GRU = '7396.87', TCN = '7389.91', BiTCN = '7289.94', DilatedRNN = '7275.05', MLP = '7332.82', DLinear = '7332.66', NLinear = '7343.01', TFT = '7344.94', StemGNN = '7401.82', MLPMultivariate = '7432.15', TiDE = '7340.73', DeepNPTS = '7461.51', y = '7352.5' WHERE ds = '2024-10-24 00:00:00' -2024-11-20 10:31:52,842 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-25 00:00:00', NHITS = '7343.94', Informer = '7307.17', LSTM = '7278.58', iTransformer = '7353.38', TSMixer = '7347.83', TSMixerx = '7335.72', PatchTST = '7367.26', RNN = '7362.14', GRU = '7388.07', TCN = '7392.13', BiTCN = '7273.09', DilatedRNN = '7271.2', MLP = '7327.52', DLinear = '7320.14', NLinear = '7359.31', TFT = '7334.4', StemGNN = '7396.39', MLPMultivariate = '7461.64', TiDE = '7356.27', DeepNPTS = '7405.27', y = '7372.5' WHERE ds = '2024-10-25 00:00:00' -2024-11-20 10:31:52,842 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-25 00:00:00', NHITS = '7343.94', Informer = '7307.17', LSTM = '7278.58', iTransformer = '7353.38', TSMixer = '7347.83', TSMixerx = '7335.72', PatchTST = '7367.26', RNN = '7362.14', GRU = '7388.07', TCN = '7392.13', BiTCN = '7273.09', DilatedRNN = '7271.2', MLP = '7327.52', DLinear = '7320.14', NLinear = '7359.31', TFT = '7334.4', StemGNN = '7396.39', MLPMultivariate = '7461.64', TiDE = '7356.27', DeepNPTS = '7405.27', y = '7372.5' WHERE ds = '2024-10-25 00:00:00' -2024-11-20 10:31:52,844 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-28 00:00:00', NHITS = '7348.35', Informer = '7346.41', LSTM = '7299.95', iTransformer = '7382.28', TSMixer = '7373.17', TSMixerx = '7332.05', PatchTST = '7394.25', RNN = '7378.33', GRU = '7413.72', TCN = '7409.43', BiTCN = '7278.91', DilatedRNN = '7304.22', MLP = '7355.17', DLinear = '7345.4', NLinear = '7380.76', TFT = '7341.12', StemGNN = '7391.81', MLPMultivariate = '7485.78', TiDE = '7385.35', DeepNPTS = '7352.0', y = '7373.33' WHERE ds = '2024-10-28 00:00:00' -2024-11-20 10:31:52,844 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-28 00:00:00', NHITS = '7348.35', Informer = '7346.41', LSTM = '7299.95', iTransformer = '7382.28', TSMixer = '7373.17', TSMixerx = '7332.05', PatchTST = '7394.25', RNN = '7378.33', GRU = '7413.72', TCN = '7409.43', BiTCN = '7278.91', DilatedRNN = '7304.22', MLP = '7355.17', DLinear = '7345.4', NLinear = '7380.76', TFT = '7341.12', StemGNN = '7391.81', MLPMultivariate = '7485.78', TiDE = '7385.35', DeepNPTS = '7352.0', y = '7373.33' WHERE ds = '2024-10-28 00:00:00' -2024-11-20 10:31:52,846 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-29 00:00:00', NHITS = '7362.26', Informer = '7347.62', LSTM = '7299.38', iTransformer = '7403.71', TSMixer = '7382.63', TSMixerx = '7372.1', PatchTST = '7388.31', RNN = '7376.75', GRU = '7408.46', TCN = '7425.13', BiTCN = '7307.02', DilatedRNN = '7317.3', MLP = '7360.51', DLinear = '7394.13', NLinear = '7388.48', TFT = '7339.41', StemGNN = '7387.2', MLPMultivariate = '7506.54', TiDE = '7374.2', DeepNPTS = '7368.01', y = '7380.0' WHERE ds = '2024-10-29 00:00:00' -2024-11-20 10:31:52,846 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-29 00:00:00', NHITS = '7362.26', Informer = '7347.62', LSTM = '7299.38', iTransformer = '7403.71', TSMixer = '7382.63', TSMixerx = '7372.1', PatchTST = '7388.31', RNN = '7376.75', GRU = '7408.46', TCN = '7425.13', BiTCN = '7307.02', DilatedRNN = '7317.3', MLP = '7360.51', DLinear = '7394.13', NLinear = '7388.48', TFT = '7339.41', StemGNN = '7387.2', MLPMultivariate = '7506.54', TiDE = '7374.2', DeepNPTS = '7368.01', y = '7380.0' WHERE ds = '2024-10-29 00:00:00' -2024-11-20 10:31:52,849 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-30 00:00:00', NHITS = '7368.73', Informer = '7372.31', LSTM = '7309.24', iTransformer = '7410.82', TSMixer = '7385.75', TSMixerx = '7428.36', PatchTST = '7376.78', RNN = '7383.46', GRU = '7418.25', TCN = '7445.98', BiTCN = '7354.4', DilatedRNN = '7342.89', MLP = '7363.36', DLinear = '7410.4', NLinear = '7387.01', TFT = '7346.05', StemGNN = '7383.02', MLPMultivariate = '7505.69', TiDE = '7359.37', DeepNPTS = '7437.75', y = '7330.0' WHERE ds = '2024-10-30 00:00:00' -2024-11-20 10:31:52,849 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-30 00:00:00', NHITS = '7368.73', Informer = '7372.31', LSTM = '7309.24', iTransformer = '7410.82', TSMixer = '7385.75', TSMixerx = '7428.36', PatchTST = '7376.78', RNN = '7383.46', GRU = '7418.25', TCN = '7445.98', BiTCN = '7354.4', DilatedRNN = '7342.89', MLP = '7363.36', DLinear = '7410.4', NLinear = '7387.01', TFT = '7346.05', StemGNN = '7383.02', MLPMultivariate = '7505.69', TiDE = '7359.37', DeepNPTS = '7437.75', y = '7330.0' WHERE ds = '2024-10-30 00:00:00' -2024-11-20 10:31:52,852 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-31 00:00:00', NHITS = '7311.11', Informer = '7337.7', LSTM = '7264.33', iTransformer = '7417.51', TSMixer = '7354.56', TSMixerx = '7416.21', PatchTST = '7295.6', RNN = '7331.68', GRU = '7363.08', TCN = '7446.37', BiTCN = '7349.71', DilatedRNN = '7310.97', MLP = '7345.95', DLinear = '7400.75', NLinear = '7339.24', TFT = '7304.52', StemGNN = '7377.33', MLPMultivariate = '7490.8', TiDE = '7331.52', DeepNPTS = '7393.39', y = '7340.0' WHERE ds = '2024-10-31 00:00:00' -2024-11-20 10:31:52,852 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-10-31 00:00:00', NHITS = '7311.11', Informer = '7337.7', LSTM = '7264.33', iTransformer = '7417.51', TSMixer = '7354.56', TSMixerx = '7416.21', PatchTST = '7295.6', RNN = '7331.68', GRU = '7363.08', TCN = '7446.37', BiTCN = '7349.71', DilatedRNN = '7310.97', MLP = '7345.95', DLinear = '7400.75', NLinear = '7339.24', TFT = '7304.52', StemGNN = '7377.33', MLPMultivariate = '7490.8', TiDE = '7331.52', DeepNPTS = '7393.39', y = '7340.0' WHERE ds = '2024-10-31 00:00:00' -2024-11-20 10:31:52,855 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-01 00:00:00', NHITS = '7325.45', Informer = '7340.67', LSTM = '7277.19', iTransformer = '7403.85', TSMixer = '7350.09', TSMixerx = '7391.7', PatchTST = '7325.08', RNN = '7346.34', GRU = '7386.1', TCN = '7448.67', BiTCN = '7361.61', DilatedRNN = '7319.58', MLP = '7370.1', DLinear = '7385.94', NLinear = '7339.78', TFT = '7319.82', StemGNN = '7372.31', MLPMultivariate = '7485.72', TiDE = '7337.9', DeepNPTS = '7388.84', y = '7363.33' WHERE ds = '2024-11-01 00:00:00' -2024-11-20 10:31:52,855 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-01 00:00:00', NHITS = '7325.45', Informer = '7340.67', LSTM = '7277.19', iTransformer = '7403.85', TSMixer = '7350.09', TSMixerx = '7391.7', PatchTST = '7325.08', RNN = '7346.34', GRU = '7386.1', TCN = '7448.67', BiTCN = '7361.61', DilatedRNN = '7319.58', MLP = '7370.1', DLinear = '7385.94', NLinear = '7339.78', TFT = '7319.82', StemGNN = '7372.31', MLPMultivariate = '7485.72', TiDE = '7337.9', DeepNPTS = '7388.84', y = '7363.33' WHERE ds = '2024-11-01 00:00:00' -2024-11-20 10:31:52,857 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-04 00:00:00', NHITS = '7380.95', Informer = '7383.65', LSTM = '7292.43', iTransformer = '7383.24', TSMixer = '7362.64', TSMixerx = '7391.41', PatchTST = '7347.38', RNN = '7368.79', GRU = '7402.84', TCN = '7453.22', BiTCN = '7370.16', DilatedRNN = '7335.67', MLP = '7402.01', DLinear = '7359.02', NLinear = '7359.95', TFT = '7345.06', StemGNN = '7368.38', MLPMultivariate = '7497.59', TiDE = '7359.38', DeepNPTS = '7382.9', y = '7360.0' WHERE ds = '2024-11-04 00:00:00' -2024-11-20 10:31:52,857 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-04 00:00:00', NHITS = '7380.95', Informer = '7383.65', LSTM = '7292.43', iTransformer = '7383.24', TSMixer = '7362.64', TSMixerx = '7391.41', PatchTST = '7347.38', RNN = '7368.79', GRU = '7402.84', TCN = '7453.22', BiTCN = '7370.16', DilatedRNN = '7335.67', MLP = '7402.01', DLinear = '7359.02', NLinear = '7359.95', TFT = '7345.06', StemGNN = '7368.38', MLPMultivariate = '7497.59', TiDE = '7359.38', DeepNPTS = '7382.9', y = '7360.0' WHERE ds = '2024-11-04 00:00:00' -2024-11-20 10:31:52,860 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-05 00:00:00', NHITS = '7384.76', Informer = '7385.63', LSTM = '7289.12', iTransformer = '7346.33', TSMixer = '7359.37', TSMixerx = '7429.52', PatchTST = '7351.29', RNN = '7355.62', GRU = '7396.87', TCN = '7454.93', BiTCN = '7371.16', DilatedRNN = '7325.31', MLP = '7409.42', DLinear = '7374.6', NLinear = '7372.07', TFT = '7351.83', StemGNN = '7364.63', MLPMultivariate = '7481.09', TiDE = '7351.21', DeepNPTS = '7367.23', y = '7357.5' WHERE ds = '2024-11-05 00:00:00' -2024-11-20 10:31:52,860 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-05 00:00:00', NHITS = '7384.76', Informer = '7385.63', LSTM = '7289.12', iTransformer = '7346.33', TSMixer = '7359.37', TSMixerx = '7429.52', PatchTST = '7351.29', RNN = '7355.62', GRU = '7396.87', TCN = '7454.93', BiTCN = '7371.16', DilatedRNN = '7325.31', MLP = '7409.42', DLinear = '7374.6', NLinear = '7372.07', TFT = '7351.83', StemGNN = '7364.63', MLPMultivariate = '7481.09', TiDE = '7351.21', DeepNPTS = '7367.23', y = '7357.5' WHERE ds = '2024-11-05 00:00:00' -2024-11-20 10:31:52,862 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-06 00:00:00', NHITS = '7372.14', Informer = '7355.21', LSTM = '7288.76', iTransformer = '7314.96', TSMixer = '7358.52', TSMixerx = '7411.56', PatchTST = '7351.78', RNN = '7368.22', GRU = '7396.45', TCN = '7452.88', BiTCN = '7354.85', DilatedRNN = '7322.02', MLP = '7400.71', DLinear = '7361.08', NLinear = '7378.69', TFT = '7358.67', StemGNN = '7361.11', MLPMultivariate = '7474.57', TiDE = '7344.45', DeepNPTS = '7366.55', y = '7383.33' WHERE ds = '2024-11-06 00:00:00' -2024-11-20 10:31:52,862 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-06 00:00:00', NHITS = '7372.14', Informer = '7355.21', LSTM = '7288.76', iTransformer = '7314.96', TSMixer = '7358.52', TSMixerx = '7411.56', PatchTST = '7351.78', RNN = '7368.22', GRU = '7396.45', TCN = '7452.88', BiTCN = '7354.85', DilatedRNN = '7322.02', MLP = '7400.71', DLinear = '7361.08', NLinear = '7378.69', TFT = '7358.67', StemGNN = '7361.11', MLPMultivariate = '7474.57', TiDE = '7344.45', DeepNPTS = '7366.55', y = '7383.33' WHERE ds = '2024-11-06 00:00:00' -2024-11-20 10:31:52,865 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-07 00:00:00', NHITS = '7394.49', Informer = '7360.17', LSTM = '7314.98', iTransformer = '7313.69', TSMixer = '7372.23', TSMixerx = '7396.45', PatchTST = '7372.83', RNN = '7393.67', GRU = '7424.33', TCN = '7451.24', BiTCN = '7358.23', DilatedRNN = '7334.24', MLP = '7417.74', DLinear = '7365.87', NLinear = '7401.06', TFT = '7365.66', StemGNN = '7359.13', MLPMultivariate = '7468.38', TiDE = '7365.83', DeepNPTS = '7385.99', y = '7366.67' WHERE ds = '2024-11-07 00:00:00' -2024-11-20 10:31:52,865 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-07 00:00:00', NHITS = '7394.49', Informer = '7360.17', LSTM = '7314.98', iTransformer = '7313.69', TSMixer = '7372.23', TSMixerx = '7396.45', PatchTST = '7372.83', RNN = '7393.67', GRU = '7424.33', TCN = '7451.24', BiTCN = '7358.23', DilatedRNN = '7334.24', MLP = '7417.74', DLinear = '7365.87', NLinear = '7401.06', TFT = '7365.66', StemGNN = '7359.13', MLPMultivariate = '7468.38', TiDE = '7365.83', DeepNPTS = '7385.99', y = '7366.67' WHERE ds = '2024-11-07 00:00:00' -2024-11-20 10:31:52,868 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-08 00:00:00', NHITS = '7367.07', Informer = '7340.66', LSTM = '7293.82', iTransformer = '7316.41', TSMixer = '7367.46', TSMixerx = '7382.51', PatchTST = '7359.92', RNN = '7362.61', GRU = '7398.7', TCN = '7438.23', BiTCN = '7354.98', DilatedRNN = '7304.15', MLP = '7401.83', DLinear = '7383.2', NLinear = '7376.13', TFT = '7365.23', StemGNN = '7357.25', MLPMultivariate = '7458.3', TiDE = '7358.59', DeepNPTS = '7369.13', y = '7383.33' WHERE ds = '2024-11-08 00:00:00' -2024-11-20 10:31:52,868 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-08 00:00:00', NHITS = '7367.07', Informer = '7340.66', LSTM = '7293.82', iTransformer = '7316.41', TSMixer = '7367.46', TSMixerx = '7382.51', PatchTST = '7359.92', RNN = '7362.61', GRU = '7398.7', TCN = '7438.23', BiTCN = '7354.98', DilatedRNN = '7304.15', MLP = '7401.83', DLinear = '7383.2', NLinear = '7376.13', TFT = '7365.23', StemGNN = '7357.25', MLPMultivariate = '7458.3', TiDE = '7358.59', DeepNPTS = '7369.13', y = '7383.33' WHERE ds = '2024-11-08 00:00:00' -2024-11-20 10:31:52,870 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-11 00:00:00', NHITS = '7385.33', Informer = '7367.98', LSTM = '7315.88', iTransformer = '7312.9', TSMixer = '7378.33', TSMixerx = '7404.64', PatchTST = '7387.22', RNN = '7388.8', GRU = '7424.18', TCN = '7437.92', BiTCN = '7365.14', DilatedRNN = '7305.25', MLP = '7419.91', DLinear = '7362.62', NLinear = '7385.12', TFT = '7370.33', StemGNN = '7356.28', MLPMultivariate = '7474.63', TiDE = '7378.79', DeepNPTS = '7380.81', y = '7340.0' WHERE ds = '2024-11-11 00:00:00' -2024-11-20 10:31:52,870 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-11 00:00:00', NHITS = '7385.33', Informer = '7367.98', LSTM = '7315.88', iTransformer = '7312.9', TSMixer = '7378.33', TSMixerx = '7404.64', PatchTST = '7387.22', RNN = '7388.8', GRU = '7424.18', TCN = '7437.92', BiTCN = '7365.14', DilatedRNN = '7305.25', MLP = '7419.91', DLinear = '7362.62', NLinear = '7385.12', TFT = '7370.33', StemGNN = '7356.28', MLPMultivariate = '7474.63', TiDE = '7378.79', DeepNPTS = '7380.81', y = '7340.0' WHERE ds = '2024-11-11 00:00:00' -2024-11-20 10:31:52,873 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-12 00:00:00', NHITS = '7348.61', Informer = '7291.9', LSTM = '7270.91', iTransformer = '7276.3', TSMixer = '7360.35', TSMixerx = '7418.77', PatchTST = '7340.51', RNN = '7341.66', GRU = '7370.75', TCN = '7421.61', BiTCN = '7353.11', DilatedRNN = '7263.97', MLP = '7401.87', DLinear = '7368.74', NLinear = '7336.24', TFT = '7330.87', StemGNN = '7354.22', MLPMultivariate = '7450.79', TiDE = '7358.86', DeepNPTS = '7365.14', y = '7306.67' WHERE ds = '2024-11-12 00:00:00' -2024-11-20 10:31:52,873 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-12 00:00:00', NHITS = '7348.61', Informer = '7291.9', LSTM = '7270.91', iTransformer = '7276.3', TSMixer = '7360.35', TSMixerx = '7418.77', PatchTST = '7340.51', RNN = '7341.66', GRU = '7370.75', TCN = '7421.61', BiTCN = '7353.11', DilatedRNN = '7263.97', MLP = '7401.87', DLinear = '7368.74', NLinear = '7336.24', TFT = '7330.87', StemGNN = '7354.22', MLPMultivariate = '7450.79', TiDE = '7358.86', DeepNPTS = '7365.14', y = '7306.67' WHERE ds = '2024-11-12 00:00:00' -2024-11-20 10:31:52,876 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-13 00:00:00', NHITS = '7332.29', Informer = '7268.64', LSTM = '7251.3', iTransformer = '7254.86', TSMixer = '7321.8', TSMixerx = '7370.7', PatchTST = '7316.54', RNN = '7309.23', GRU = '7352.06', TCN = '7407.6', BiTCN = '7345.42', DilatedRNN = '7241.63', MLP = '7403.21', DLinear = '7337.77', NLinear = '7293.72', TFT = '7283.12', StemGNN = '7351.63', MLPMultivariate = '7422.7', TiDE = '7318.66', DeepNPTS = '7366.33', y = '7323.33' WHERE ds = '2024-11-13 00:00:00' -2024-11-20 10:31:52,876 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-13 00:00:00', NHITS = '7332.29', Informer = '7268.64', LSTM = '7251.3', iTransformer = '7254.86', TSMixer = '7321.8', TSMixerx = '7370.7', PatchTST = '7316.54', RNN = '7309.23', GRU = '7352.06', TCN = '7407.6', BiTCN = '7345.42', DilatedRNN = '7241.63', MLP = '7403.21', DLinear = '7337.77', NLinear = '7293.72', TFT = '7283.12', StemGNN = '7351.63', MLPMultivariate = '7422.7', TiDE = '7318.66', DeepNPTS = '7366.33', y = '7323.33' WHERE ds = '2024-11-13 00:00:00' -2024-11-20 10:31:52,879 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-14 00:00:00', NHITS = '7344.44', Informer = '7272.3', LSTM = '7257.76', iTransformer = '7244.21', TSMixer = '7333.12', TSMixerx = '7360.61', PatchTST = '7371.92', RNN = '7303.81', GRU = '7360.68', TCN = '7413.77', BiTCN = '7340.82', DilatedRNN = '7254.99', MLP = '7417.81', DLinear = '7357.29', NLinear = '7319.99', TFT = '7274.54', StemGNN = '7348.14', MLPMultivariate = '7390.92', TiDE = '7325.41', DeepNPTS = '7400.55', y = '7353.33' WHERE ds = '2024-11-14 00:00:00' -2024-11-20 10:31:52,879 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-14 00:00:00', NHITS = '7344.44', Informer = '7272.3', LSTM = '7257.76', iTransformer = '7244.21', TSMixer = '7333.12', TSMixerx = '7360.61', PatchTST = '7371.92', RNN = '7303.81', GRU = '7360.68', TCN = '7413.77', BiTCN = '7340.82', DilatedRNN = '7254.99', MLP = '7417.81', DLinear = '7357.29', NLinear = '7319.99', TFT = '7274.54', StemGNN = '7348.14', MLPMultivariate = '7390.92', TiDE = '7325.41', DeepNPTS = '7400.55', y = '7353.33' WHERE ds = '2024-11-14 00:00:00' -2024-11-20 10:31:52,881 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-15 00:00:00', NHITS = '7319.74', Informer = '7273.8', LSTM = '7268.91', iTransformer = '7230.74', TSMixer = '7333.59', TSMixerx = '7348.71', PatchTST = '7348.61', RNN = '7284.0', GRU = '7349.73', TCN = '7441.16', BiTCN = '7343.64', DilatedRNN = '7265.12', MLP = '7418.84', DLinear = '7321.15', NLinear = '7309.22', TFT = '7271.93', StemGNN = '7337.24', MLPMultivariate = '7383.45', TiDE = '7336.21', DeepNPTS = '7391.44', y = '7393.33' WHERE ds = '2024-11-15 00:00:00' -2024-11-20 10:31:52,881 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-15 00:00:00', NHITS = '7319.74', Informer = '7273.8', LSTM = '7268.91', iTransformer = '7230.74', TSMixer = '7333.59', TSMixerx = '7348.71', PatchTST = '7348.61', RNN = '7284.0', GRU = '7349.73', TCN = '7441.16', BiTCN = '7343.64', DilatedRNN = '7265.12', MLP = '7418.84', DLinear = '7321.15', NLinear = '7309.22', TFT = '7271.93', StemGNN = '7337.24', MLPMultivariate = '7383.45', TiDE = '7336.21', DeepNPTS = '7391.44', y = '7393.33' WHERE ds = '2024-11-15 00:00:00' -2024-11-20 10:31:52,885 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-18 00:00:00', NHITS = '7317.36', Informer = '7293.89', LSTM = '7282.1', iTransformer = '7208.8', TSMixer = '7330.95', TSMixerx = '7366.03', PatchTST = '7319.87', RNN = '7297.49', GRU = '7368.11', TCN = '7442.79', BiTCN = '7338.93', DilatedRNN = '7287.87', MLP = '7411.82', DLinear = '7370.53', NLinear = '7321.93', TFT = '7272.12', StemGNN = '7360.05', MLPMultivariate = '7365.12', TiDE = '7326.46', DeepNPTS = '7397.05', y = '7363.33' WHERE ds = '2024-11-18 00:00:00' -2024-11-20 10:31:52,885 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-18 00:00:00', NHITS = '7317.36', Informer = '7293.89', LSTM = '7282.1', iTransformer = '7208.8', TSMixer = '7330.95', TSMixerx = '7366.03', PatchTST = '7319.87', RNN = '7297.49', GRU = '7368.11', TCN = '7442.79', BiTCN = '7338.93', DilatedRNN = '7287.87', MLP = '7411.82', DLinear = '7370.53', NLinear = '7321.93', TFT = '7272.12', StemGNN = '7360.05', MLPMultivariate = '7365.12', TiDE = '7326.46', DeepNPTS = '7397.05', y = '7363.33' WHERE ds = '2024-11-18 00:00:00' -2024-11-20 10:31:52,888 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-19 00:00:00', NHITS = '7307.74', Informer = '7295.89', LSTM = '7310.31', iTransformer = '7191.16', TSMixer = '7332.0', TSMixerx = '7325.75', PatchTST = '7319.12', RNN = '7335.5', GRU = '7371.58', TCN = '7436.03', BiTCN = '7333.44', DilatedRNN = '7305.78', MLP = '7369.13', DLinear = '7344.6', NLinear = '7332.86', TFT = '7272.76', StemGNN = '7349.71', MLPMultivariate = '7334.35', TiDE = '7334.74', DeepNPTS = '7399.99', y = '7370.0' WHERE ds = '2024-11-19 00:00:00' -2024-11-20 10:31:52,888 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-19 00:00:00', NHITS = '7307.74', Informer = '7295.89', LSTM = '7310.31', iTransformer = '7191.16', TSMixer = '7332.0', TSMixerx = '7325.75', PatchTST = '7319.12', RNN = '7335.5', GRU = '7371.58', TCN = '7436.03', BiTCN = '7333.44', DilatedRNN = '7305.78', MLP = '7369.13', DLinear = '7344.6', NLinear = '7332.86', TFT = '7272.76', StemGNN = '7349.71', MLPMultivariate = '7334.35', TiDE = '7334.74', DeepNPTS = '7399.99', y = '7370.0' WHERE ds = '2024-11-19 00:00:00' -2024-11-20 10:31:52,890 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-20 00:00:00', NHITS = '7337.59', Informer = '7316.53', LSTM = '7313.05', iTransformer = '7342.47', TSMixer = '7344.39', TSMixerx = '7306.89', PatchTST = '7350.64', RNN = '7378.3', GRU = '7405.32', TCN = '7418.54', BiTCN = '7321.07', DilatedRNN = '7320.57', MLP = '7338.04', DLinear = '7387.81', NLinear = '7361.4', TFT = '7362.29', StemGNN = '7351.25', MLPMultivariate = '7331.53', TiDE = '7354.71', DeepNPTS = '7376.74', y = 'nan' WHERE ds = '2024-11-20 00:00:00' -2024-11-20 10:31:52,890 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-20 00:00:00', NHITS = '7337.59', Informer = '7316.53', LSTM = '7313.05', iTransformer = '7342.47', TSMixer = '7344.39', TSMixerx = '7306.89', PatchTST = '7350.64', RNN = '7378.3', GRU = '7405.32', TCN = '7418.54', BiTCN = '7321.07', DilatedRNN = '7320.57', MLP = '7338.04', DLinear = '7387.81', NLinear = '7361.4', TFT = '7362.29', StemGNN = '7351.25', MLPMultivariate = '7331.53', TiDE = '7354.71', DeepNPTS = '7376.74', y = 'nan' WHERE ds = '2024-11-20 00:00:00' -2024-11-20 10:31:52,893 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-21 00:00:00', NHITS = '7317.17', Informer = '7307.52', LSTM = '7316.97', iTransformer = '7328.65', TSMixer = '7332.21', TSMixerx = '7313.82', PatchTST = '7338.19', RNN = '7370.33', GRU = '7411.06', TCN = '7428.94', BiTCN = '7317.81', DilatedRNN = '7327.25', MLP = '7336.69', DLinear = '7338.95', NLinear = '7351.55', TFT = '7367.47', StemGNN = '7347.77', MLPMultivariate = '7312.24', TiDE = '7317.22', DeepNPTS = '7363.68', y = 'nan' WHERE ds = '2024-11-21 00:00:00' -2024-11-20 10:31:52,893 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-21 00:00:00', NHITS = '7317.17', Informer = '7307.52', LSTM = '7316.97', iTransformer = '7328.65', TSMixer = '7332.21', TSMixerx = '7313.82', PatchTST = '7338.19', RNN = '7370.33', GRU = '7411.06', TCN = '7428.94', BiTCN = '7317.81', DilatedRNN = '7327.25', MLP = '7336.69', DLinear = '7338.95', NLinear = '7351.55', TFT = '7367.47', StemGNN = '7347.77', MLPMultivariate = '7312.24', TiDE = '7317.22', DeepNPTS = '7363.68', y = 'nan' WHERE ds = '2024-11-21 00:00:00' -2024-11-20 10:31:52,896 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-22 00:00:00', NHITS = '7297.24', Informer = '7303.13', LSTM = '7326.41', iTransformer = '7326.86', TSMixer = '7312.23', TSMixerx = '7317.62', PatchTST = '7323.69', RNN = '7346.49', GRU = '7403.67', TCN = '7445.02', BiTCN = '7312.61', DilatedRNN = '7330.36', MLP = '7338.74', DLinear = '7334.72', NLinear = '7364.72', TFT = '7364.16', StemGNN = '7336.86', MLPMultivariate = '7308.51', TiDE = '7293.33', DeepNPTS = '7345.68', y = 'nan' WHERE ds = '2024-11-22 00:00:00' -2024-11-20 10:31:52,896 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-22 00:00:00', NHITS = '7297.24', Informer = '7303.13', LSTM = '7326.41', iTransformer = '7326.86', TSMixer = '7312.23', TSMixerx = '7317.62', PatchTST = '7323.69', RNN = '7346.49', GRU = '7403.67', TCN = '7445.02', BiTCN = '7312.61', DilatedRNN = '7330.36', MLP = '7338.74', DLinear = '7334.72', NLinear = '7364.72', TFT = '7364.16', StemGNN = '7336.86', MLPMultivariate = '7308.51', TiDE = '7293.33', DeepNPTS = '7345.68', y = 'nan' WHERE ds = '2024-11-22 00:00:00' -2024-11-20 10:31:52,899 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-25 00:00:00', NHITS = '7303.15', Informer = '7296.9', LSTM = '7344.72', iTransformer = '7335.47', TSMixer = '7295.32', TSMixerx = '7333.21', PatchTST = '7318.15', RNN = '7358.58', GRU = '7420.51', TCN = '7441.58', BiTCN = '7302.02', DilatedRNN = '7356.28', MLP = '7322.75', DLinear = '7303.17', NLinear = '7395.47', TFT = '7359.94', StemGNN = '7359.68', MLPMultivariate = '7302.15', TiDE = '7295.56', DeepNPTS = '7386.05', y = 'nan' WHERE ds = '2024-11-25 00:00:00' -2024-11-20 10:31:52,899 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-25 00:00:00', NHITS = '7303.15', Informer = '7296.9', LSTM = '7344.72', iTransformer = '7335.47', TSMixer = '7295.32', TSMixerx = '7333.21', PatchTST = '7318.15', RNN = '7358.58', GRU = '7420.51', TCN = '7441.58', BiTCN = '7302.02', DilatedRNN = '7356.28', MLP = '7322.75', DLinear = '7303.17', NLinear = '7395.47', TFT = '7359.94', StemGNN = '7359.68', MLPMultivariate = '7302.15', TiDE = '7295.56', DeepNPTS = '7386.05', y = 'nan' WHERE ds = '2024-11-25 00:00:00' -2024-11-20 10:31:52,902 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-26 00:00:00', NHITS = '7291.95', Informer = '7311.98', LSTM = '7373.82', iTransformer = '7342.08', TSMixer = '7280.39', TSMixerx = '7364.26', PatchTST = '7291.85', RNN = '7386.51', GRU = '7420.56', TCN = '7449.44', BiTCN = '7294.83', DilatedRNN = '7374.35', MLP = '7319.28', DLinear = '7310.3', NLinear = '7329.59', TFT = '7357.71', StemGNN = '7349.34', MLPMultivariate = '7286.71', TiDE = '7291.14', DeepNPTS = '7341.73', y = 'nan' WHERE ds = '2024-11-26 00:00:00' -2024-11-20 10:31:52,902 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-11-26 00:00:00', NHITS = '7291.95', Informer = '7311.98', LSTM = '7373.82', iTransformer = '7342.08', TSMixer = '7280.39', TSMixerx = '7364.26', PatchTST = '7291.85', RNN = '7386.51', GRU = '7420.56', TCN = '7449.44', BiTCN = '7294.83', DilatedRNN = '7374.35', MLP = '7319.28', DLinear = '7310.3', NLinear = '7329.59', TFT = '7357.71', StemGNN = '7349.34', MLPMultivariate = '7286.71', TiDE = '7291.14', DeepNPTS = '7341.73', y = 'nan' WHERE ds = '2024-11-26 00:00:00' -2024-11-20 10:32:58,889 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx -2024-11-20 10:32:58,889 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx -2024-11-20 10:32:58,891 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date -2024-11-20 10:32:58,891 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date -2024-11-20 10:33:27,560 - my_logger - INFO - ɾ²ǰ(2516, 354) -2024-11-20 10:33:27,560 - my_logger - INFO - ɾ²ǰ(2516, 354) -2024-11-20 10:33:27,959 - my_logger - INFO - ɾ²(2516, 314) -2024-11-20 10:33:27,959 - my_logger - INFO - ɾ²(2516, 314) -2024-11-20 10:33:27,962 - my_logger - INFO - ɾԤΪֵк(772, 314) -2024-11-20 10:33:27,962 - my_logger - INFO - ɾԤΪֵк(772, 314) -2024-11-20 10:33:27,964 - my_logger - INFO - ɾȫΪֵк(772, 314) -2024-11-20 10:33:27,964 - my_logger - INFO - ɾȫΪֵк(772, 314) -2024-11-20 10:33:29,779 - my_logger - INFO - ն(218) 6(1) ܶ(93) 84(1) -0 PP̼ϲв/ CP M1 BOPP(¡)ͬ PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... ... -213 PEڻ̼ -214 PP-1 -215 PP-5 -216 PP-9 -217 y - -[218 rows x 4 columns] -2024-11-20 10:33:29,779 - my_logger - INFO - ն(218) 6(1) ܶ(93) 84(1) -0 PP̼ϲв/ CP M1 BOPP(¡)ͬ PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... ... -213 PEڻ̼ -214 PP-1 -215 PP-5 -216 PP-9 -217 y - -[218 rows x 4 columns] -2024-11-20 10:33:29,807 - my_logger - INFO - Ϣܹ311,ն(218),6(1),ܶ(93),84(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-20 10:33:29,807 - my_logger - INFO - Ϣܹ311,ն(218),6(1),ܶ(93),84(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-20 10:33:29,809 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-20 10:33:29,809 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-20 10:33:30,543 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00' -2024-11-20 10:33:30,543 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00' -2024-11-20 10:33:30,545 - my_logger - INFO - ʼѵģ... -2024-11-20 10:33:30,545 - my_logger - INFO - ʼѵģ... -2024-11-20 10:33:30,546 - my_logger - INFO - ģѵ -2024-11-20 10:33:30,546 - my_logger - INFO - ģѵ -2024-11-20 10:33:30,547 - my_logger - INFO - ѵݻͼing -2024-11-20 10:33:30,547 - my_logger - INFO - ѵݻͼing -2024-11-20 10:33:31,338 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-01-30 00:00:00', NHITS = '7314.25', Informer = '7335.76', LSTM = '7255.32', iTransformer = '7375.61', TSMixer = '7296.98', TSMixerx = '7304.24', PatchTST = '7288.53', RNN = '7316.8', GRU = '7357.77', TCN = '7406.36', BiTCN = '7330.32', DilatedRNN = '7284.31', MLP = '7336.16', DLinear = '7282.57', NLinear = '7305.31', TFT = '7289.84', StemGNN = '7306.12', MLPMultivariate = '7295.54', TiDE = '7297.12', DeepNPTS = '7304.88', y = '7315.0' WHERE ds = '2024-01-30 00:00:00' -2024-11-20 10:33:31,338 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-01-30 00:00:00', NHITS = '7314.25', Informer = '7335.76', LSTM = '7255.32', iTransformer = '7375.61', TSMixer = '7296.98', TSMixerx = '7304.24', PatchTST = '7288.53', RNN = '7316.8', GRU = '7357.77', TCN = '7406.36', BiTCN = '7330.32', DilatedRNN = '7284.31', MLP = '7336.16', DLinear = '7282.57', NLinear = '7305.31', TFT = '7289.84', StemGNN = '7306.12', MLPMultivariate = '7295.54', TiDE = '7297.12', DeepNPTS = '7304.88', y = '7315.0' WHERE ds = '2024-01-30 00:00:00' -2024-11-20 10:33:31,341 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-01-31 00:00:00', NHITS = '7313.85', Informer = '7333.85', LSTM = '7260.27', iTransformer = '7376.32', TSMixer = '7306.93', TSMixerx = '7303.91', PatchTST = '7291.97', RNN = '7327.11', GRU = '7364.25', TCN = '7409.82', BiTCN = '7340.18', DilatedRNN = '7298.74', MLP = '7321.85', DLinear = '7294.2', NLinear = '7298.47', TFT = '7302.1', StemGNN = '7304.55', MLPMultivariate = '7299.61', TiDE = '7302.49', DeepNPTS = '7313.87', y = '7302.5' WHERE ds = '2024-01-31 00:00:00' -2024-11-20 10:33:31,341 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-01-31 00:00:00', NHITS = '7313.85', Informer = '7333.85', LSTM = '7260.27', iTransformer = '7376.32', TSMixer = '7306.93', TSMixerx = '7303.91', PatchTST = '7291.97', RNN = '7327.11', GRU = '7364.25', TCN = '7409.82', BiTCN = '7340.18', DilatedRNN = '7298.74', MLP = '7321.85', DLinear = '7294.2', NLinear = '7298.47', TFT = '7302.1', StemGNN = '7304.55', MLPMultivariate = '7299.61', TiDE = '7302.49', DeepNPTS = '7313.87', y = '7302.5' WHERE ds = '2024-01-31 00:00:00' -2024-11-20 10:33:31,344 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-01 00:00:00', NHITS = '7297.0', Informer = '7335.21', LSTM = '7250.98', iTransformer = '7385.46', TSMixer = '7298.8', TSMixerx = '7304.56', PatchTST = '7284.13', RNN = '7314.06', GRU = '7351.66', TCN = '7406.99', BiTCN = '7334.74', DilatedRNN = '7290.45', MLP = '7319.52', DLinear = '7291.02', NLinear = '7287.84', TFT = '7290.86', StemGNN = '7303.42', MLPMultivariate = '7300.2', TiDE = '7301.71', DeepNPTS = '7297.39', y = '7275.0' WHERE ds = '2024-02-01 00:00:00' -2024-11-20 10:33:31,344 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-01 00:00:00', NHITS = '7297.0', Informer = '7335.21', LSTM = '7250.98', iTransformer = '7385.46', TSMixer = '7298.8', TSMixerx = '7304.56', PatchTST = '7284.13', RNN = '7314.06', GRU = '7351.66', TCN = '7406.99', BiTCN = '7334.74', DilatedRNN = '7290.45', MLP = '7319.52', DLinear = '7291.02', NLinear = '7287.84', TFT = '7290.86', StemGNN = '7303.42', MLPMultivariate = '7300.2', TiDE = '7301.71', DeepNPTS = '7297.39', y = '7275.0' WHERE ds = '2024-02-01 00:00:00' -2024-11-20 10:33:31,346 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-02 00:00:00', NHITS = '7275.51', Informer = '7314.77', LSTM = '7233.06', iTransformer = '7349.83', TSMixer = '7272.41', TSMixerx = '7282.94', PatchTST = '7263.86', RNN = '7294.73', GRU = '7330.68', TCN = '7395.3', BiTCN = '7306.72', DilatedRNN = '7260.65', MLP = '7289.64', DLinear = '7278.71', NLinear = '7262.57', TFT = '7266.32', StemGNN = '7300.92', MLPMultivariate = '7272.72', TiDE = '7280.73', DeepNPTS = '7271.37', y = '7242.5' WHERE ds = '2024-02-02 00:00:00' -2024-11-20 10:33:31,346 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-02 00:00:00', NHITS = '7275.51', Informer = '7314.77', LSTM = '7233.06', iTransformer = '7349.83', TSMixer = '7272.41', TSMixerx = '7282.94', PatchTST = '7263.86', RNN = '7294.73', GRU = '7330.68', TCN = '7395.3', BiTCN = '7306.72', DilatedRNN = '7260.65', MLP = '7289.64', DLinear = '7278.71', NLinear = '7262.57', TFT = '7266.32', StemGNN = '7300.92', MLPMultivariate = '7272.72', TiDE = '7280.73', DeepNPTS = '7271.37', y = '7242.5' WHERE ds = '2024-02-02 00:00:00' -2024-11-20 10:33:31,349 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-04 00:00:00', NHITS = '7236.79', Informer = '7273.36', LSTM = '7212.67', iTransformer = '7264.81', TSMixer = '7239.09', TSMixerx = '7232.82', PatchTST = '7228.47', RNN = '7267.82', GRU = '7308.6', TCN = '7378.92', BiTCN = '7271.96', DilatedRNN = '7228.76', MLP = '7248.22', DLinear = '7249.75', NLinear = '7245.09', TFT = '7227.47', StemGNN = '7297.04', MLPMultivariate = '7210.26', TiDE = '7249.74', DeepNPTS = '7287.39', y = '7240.0' WHERE ds = '2024-02-04 00:00:00' -2024-11-20 10:33:31,349 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-04 00:00:00', NHITS = '7236.79', Informer = '7273.36', LSTM = '7212.67', iTransformer = '7264.81', TSMixer = '7239.09', TSMixerx = '7232.82', PatchTST = '7228.47', RNN = '7267.82', GRU = '7308.6', TCN = '7378.92', BiTCN = '7271.96', DilatedRNN = '7228.76', MLP = '7248.22', DLinear = '7249.75', NLinear = '7245.09', TFT = '7227.47', StemGNN = '7297.04', MLPMultivariate = '7210.26', TiDE = '7249.74', DeepNPTS = '7287.39', y = '7240.0' WHERE ds = '2024-02-04 00:00:00' -2024-11-20 10:33:31,352 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-05 00:00:00', NHITS = '7237.9', Informer = '7254.36', LSTM = '7211.69', iTransformer = '7215.08', TSMixer = '7225.67', TSMixerx = '7197.03', PatchTST = '7226.16', RNN = '7266.29', GRU = '7310.45', TCN = '7374.66', BiTCN = '7241.34', DilatedRNN = '7223.16', MLP = '7238.12', DLinear = '7228.83', NLinear = '7231.89', TFT = '7224.25', StemGNN = '7292.84', MLPMultivariate = '7185.72', TiDE = '7230.67', DeepNPTS = '7307.89', y = '7227.5' WHERE ds = '2024-02-05 00:00:00' -2024-11-20 10:33:31,352 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-05 00:00:00', NHITS = '7237.9', Informer = '7254.36', LSTM = '7211.69', iTransformer = '7215.08', TSMixer = '7225.67', TSMixerx = '7197.03', PatchTST = '7226.16', RNN = '7266.29', GRU = '7310.45', TCN = '7374.66', BiTCN = '7241.34', DilatedRNN = '7223.16', MLP = '7238.12', DLinear = '7228.83', NLinear = '7231.89', TFT = '7224.25', StemGNN = '7292.84', MLPMultivariate = '7185.72', TiDE = '7230.67', DeepNPTS = '7307.89', y = '7227.5' WHERE ds = '2024-02-05 00:00:00' -2024-11-20 10:33:31,355 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-06 00:00:00', NHITS = '7224.19', Informer = '7245.77', LSTM = '7203.25', iTransformer = '7200.75', TSMixer = '7215.03', TSMixerx = '7174.85', PatchTST = '7206.81', RNN = '7257.77', GRU = '7300.49', TCN = '7369.7', BiTCN = '7214.12', DilatedRNN = '7210.87', MLP = '7217.43', DLinear = '7212.0', NLinear = '7214.21', TFT = '7214.99', StemGNN = '7288.06', MLPMultivariate = '7159.48', TiDE = '7215.9', DeepNPTS = '7300.92', y = '7246.67' WHERE ds = '2024-02-06 00:00:00' -2024-11-20 10:33:31,355 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-06 00:00:00', NHITS = '7224.19', Informer = '7245.77', LSTM = '7203.25', iTransformer = '7200.75', TSMixer = '7215.03', TSMixerx = '7174.85', PatchTST = '7206.81', RNN = '7257.77', GRU = '7300.49', TCN = '7369.7', BiTCN = '7214.12', DilatedRNN = '7210.87', MLP = '7217.43', DLinear = '7212.0', NLinear = '7214.21', TFT = '7214.99', StemGNN = '7288.06', MLPMultivariate = '7159.48', TiDE = '7215.9', DeepNPTS = '7300.92', y = '7246.67' WHERE ds = '2024-02-06 00:00:00' -2024-11-20 10:33:31,357 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-07 00:00:00', NHITS = '7237.08', Informer = '7241.63', LSTM = '7216.83', iTransformer = '7221.2', TSMixer = '7226.42', TSMixerx = '7222.58', PatchTST = '7234.44', RNN = '7277.5', GRU = '7317.63', TCN = '7377.89', BiTCN = '7198.22', DilatedRNN = '7229.34', MLP = '7228.86', DLinear = '7227.31', NLinear = '7229.82', TFT = '7221.54', StemGNN = '7284.15', MLPMultivariate = '7172.75', TiDE = '7230.4', DeepNPTS = '7282.88', y = '7255.0' WHERE ds = '2024-02-07 00:00:00' -2024-11-20 10:33:31,357 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-07 00:00:00', NHITS = '7237.08', Informer = '7241.63', LSTM = '7216.83', iTransformer = '7221.2', TSMixer = '7226.42', TSMixerx = '7222.58', PatchTST = '7234.44', RNN = '7277.5', GRU = '7317.63', TCN = '7377.89', BiTCN = '7198.22', DilatedRNN = '7229.34', MLP = '7228.86', DLinear = '7227.31', NLinear = '7229.82', TFT = '7221.54', StemGNN = '7284.15', MLPMultivariate = '7172.75', TiDE = '7230.4', DeepNPTS = '7282.88', y = '7255.0' WHERE ds = '2024-02-07 00:00:00' -2024-11-20 10:33:31,360 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-08 00:00:00', NHITS = '7249.03', Informer = '7225.22', LSTM = '7221.61', iTransformer = '7236.65', TSMixer = '7242.4', TSMixerx = '7235.89', PatchTST = '7252.49', RNN = '7285.7', GRU = '7321.4', TCN = '7382.84', BiTCN = '7189.21', DilatedRNN = '7239.06', MLP = '7239.93', DLinear = '7231.63', NLinear = '7251.7', TFT = '7236.11', StemGNN = '7280.63', MLPMultivariate = '7193.89', TiDE = '7252.08', DeepNPTS = '7254.66', y = '7270.0' WHERE ds = '2024-02-08 00:00:00' -2024-11-20 10:33:31,360 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-08 00:00:00', NHITS = '7249.03', Informer = '7225.22', LSTM = '7221.61', iTransformer = '7236.65', TSMixer = '7242.4', TSMixerx = '7235.89', PatchTST = '7252.49', RNN = '7285.7', GRU = '7321.4', TCN = '7382.84', BiTCN = '7189.21', DilatedRNN = '7239.06', MLP = '7239.93', DLinear = '7231.63', NLinear = '7251.7', TFT = '7236.11', StemGNN = '7280.63', MLPMultivariate = '7193.89', TiDE = '7252.08', DeepNPTS = '7254.66', y = '7270.0' WHERE ds = '2024-02-08 00:00:00' -2024-11-20 10:33:31,363 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-18 00:00:00', NHITS = '7257.58', Informer = '7232.66', LSTM = '7232.76', iTransformer = '7247.51', TSMixer = '7258.08', TSMixerx = '7252.65', PatchTST = '7269.86', RNN = '7295.25', GRU = '7334.03', TCN = '7388.26', BiTCN = '7192.33', DilatedRNN = '7253.86', MLP = '7251.03', DLinear = '7230.31', NLinear = '7268.39', TFT = '7263.02', StemGNN = '7278.08', MLPMultivariate = '7215.18', TiDE = '7272.44', DeepNPTS = '7244.53', y = '7336.67' WHERE ds = '2024-02-18 00:00:00' -2024-11-20 10:33:31,363 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-18 00:00:00', NHITS = '7257.58', Informer = '7232.66', LSTM = '7232.76', iTransformer = '7247.51', TSMixer = '7258.08', TSMixerx = '7252.65', PatchTST = '7269.86', RNN = '7295.25', GRU = '7334.03', TCN = '7388.26', BiTCN = '7192.33', DilatedRNN = '7253.86', MLP = '7251.03', DLinear = '7230.31', NLinear = '7268.39', TFT = '7263.02', StemGNN = '7278.08', MLPMultivariate = '7215.18', TiDE = '7272.44', DeepNPTS = '7244.53', y = '7336.67' WHERE ds = '2024-02-18 00:00:00' -2024-11-20 10:33:31,365 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-19 00:00:00', NHITS = '7329.8', Informer = '7284.9', LSTM = '7279.87', iTransformer = '7271.41', TSMixer = '7312.25', TSMixerx = '7328.12', PatchTST = '7333.28', RNN = '7359.55', GRU = '7391.84', TCN = '7412.85', BiTCN = '7285.85', DilatedRNN = '7321.05', MLP = '7295.19', DLinear = '7280.82', NLinear = '7344.06', TFT = '7349.32', StemGNN = '7277.16', MLPMultivariate = '7268.04', TiDE = '7323.31', DeepNPTS = '7273.12', y = '7350.0' WHERE ds = '2024-02-19 00:00:00' -2024-11-20 10:33:31,365 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-19 00:00:00', NHITS = '7329.8', Informer = '7284.9', LSTM = '7279.87', iTransformer = '7271.41', TSMixer = '7312.25', TSMixerx = '7328.12', PatchTST = '7333.28', RNN = '7359.55', GRU = '7391.84', TCN = '7412.85', BiTCN = '7285.85', DilatedRNN = '7321.05', MLP = '7295.19', DLinear = '7280.82', NLinear = '7344.06', TFT = '7349.32', StemGNN = '7277.16', MLPMultivariate = '7268.04', TiDE = '7323.31', DeepNPTS = '7273.12', y = '7350.0' WHERE ds = '2024-02-19 00:00:00' -2024-11-20 10:33:31,368 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-20 00:00:00', NHITS = '7343.01', Informer = '7301.36', LSTM = '7287.02', iTransformer = '7283.48', TSMixer = '7338.11', TSMixerx = '7398.41', PatchTST = '7344.57', RNN = '7358.8', GRU = '7393.28', TCN = '7424.57', BiTCN = '7353.08', DilatedRNN = '7341.83', MLP = '7322.19', DLinear = '7304.78', NLinear = '7354.74', TFT = '7371.01', StemGNN = '7276.7', MLPMultivariate = '7309.68', TiDE = '7334.03', DeepNPTS = '7338.48', y = '7335.0' WHERE ds = '2024-02-20 00:00:00' -2024-11-20 10:33:31,368 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-20 00:00:00', NHITS = '7343.01', Informer = '7301.36', LSTM = '7287.02', iTransformer = '7283.48', TSMixer = '7338.11', TSMixerx = '7398.41', PatchTST = '7344.57', RNN = '7358.8', GRU = '7393.28', TCN = '7424.57', BiTCN = '7353.08', DilatedRNN = '7341.83', MLP = '7322.19', DLinear = '7304.78', NLinear = '7354.74', TFT = '7371.01', StemGNN = '7276.7', MLPMultivariate = '7309.68', TiDE = '7334.03', DeepNPTS = '7338.48', y = '7335.0' WHERE ds = '2024-02-20 00:00:00' -2024-11-20 10:33:31,370 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-21 00:00:00', NHITS = '7331.02', Informer = '7289.8', LSTM = '7277.52', iTransformer = '7284.16', TSMixer = '7334.13', TSMixerx = '7417.16', PatchTST = '7333.0', RNN = '7344.13', GRU = '7379.12', TCN = '7429.64', BiTCN = '7381.22', DilatedRNN = '7344.5', MLP = '7320.66', DLinear = '7332.96', NLinear = '7337.17', TFT = '7360.45', StemGNN = '7275.86', MLPMultivariate = '7320.94', TiDE = '7325.44', DeepNPTS = '7337.84', y = '7297.5' WHERE ds = '2024-02-21 00:00:00' -2024-11-20 10:33:31,370 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-21 00:00:00', NHITS = '7331.02', Informer = '7289.8', LSTM = '7277.52', iTransformer = '7284.16', TSMixer = '7334.13', TSMixerx = '7417.16', PatchTST = '7333.0', RNN = '7344.13', GRU = '7379.12', TCN = '7429.64', BiTCN = '7381.22', DilatedRNN = '7344.5', MLP = '7320.66', DLinear = '7332.96', NLinear = '7337.17', TFT = '7360.45', StemGNN = '7275.86', MLPMultivariate = '7320.94', TiDE = '7325.44', DeepNPTS = '7337.84', y = '7297.5' WHERE ds = '2024-02-21 00:00:00' -2024-11-20 10:33:31,373 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-22 00:00:00', NHITS = '7286.55', Informer = '7266.5', LSTM = '7249.85', iTransformer = '7285.34', TSMixer = '7304.14', TSMixerx = '7392.3', PatchTST = '7305.8', RNN = '7314.63', GRU = '7345.37', TCN = '7420.07', BiTCN = '7373.2', DilatedRNN = '7311.53', MLP = '7302.57', DLinear = '7318.15', NLinear = '7298.16', TFT = '7284.19', StemGNN = '7273.93', MLPMultivariate = '7304.0', TiDE = '7292.32', DeepNPTS = '7342.6', y = '7285.0' WHERE ds = '2024-02-22 00:00:00' -2024-11-20 10:33:31,373 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-22 00:00:00', NHITS = '7286.55', Informer = '7266.5', LSTM = '7249.85', iTransformer = '7285.34', TSMixer = '7304.14', TSMixerx = '7392.3', PatchTST = '7305.8', RNN = '7314.63', GRU = '7345.37', TCN = '7420.07', BiTCN = '7373.2', DilatedRNN = '7311.53', MLP = '7302.57', DLinear = '7318.15', NLinear = '7298.16', TFT = '7284.19', StemGNN = '7273.93', MLPMultivariate = '7304.0', TiDE = '7292.32', DeepNPTS = '7342.6', y = '7285.0' WHERE ds = '2024-02-22 00:00:00' -2024-11-20 10:33:31,376 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-23 00:00:00', NHITS = '7272.61', Informer = '7258.89', LSTM = '7241.55', iTransformer = '7287.63', TSMixer = '7288.24', TSMixerx = '7365.99', PatchTST = '7296.96', RNN = '7295.77', GRU = '7340.09', TCN = '7413.29', BiTCN = '7359.23', DilatedRNN = '7296.67', MLP = '7292.49', DLinear = '7303.51', NLinear = '7281.81', TFT = '7269.99', StemGNN = '7271.49', MLPMultivariate = '7289.99', TiDE = '7281.0', DeepNPTS = '7323.98', y = '7306.67' WHERE ds = '2024-02-23 00:00:00' -2024-11-20 10:33:31,376 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-23 00:00:00', NHITS = '7272.61', Informer = '7258.89', LSTM = '7241.55', iTransformer = '7287.63', TSMixer = '7288.24', TSMixerx = '7365.99', PatchTST = '7296.96', RNN = '7295.77', GRU = '7340.09', TCN = '7413.29', BiTCN = '7359.23', DilatedRNN = '7296.67', MLP = '7292.49', DLinear = '7303.51', NLinear = '7281.81', TFT = '7269.99', StemGNN = '7271.49', MLPMultivariate = '7289.99', TiDE = '7281.0', DeepNPTS = '7323.98', y = '7306.67' WHERE ds = '2024-02-23 00:00:00' -2024-11-20 10:33:31,380 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-26 00:00:00', NHITS = '7318.19', Informer = '7258.93', LSTM = '7254.44', iTransformer = '7295.47', TSMixer = '7299.03', TSMixerx = '7362.35', PatchTST = '7321.52', RNN = '7317.68', GRU = '7358.98', TCN = '7413.28', BiTCN = '7357.37', DilatedRNN = '7301.95', MLP = '7320.65', DLinear = '7296.1', NLinear = '7301.41', TFT = '7307.13', StemGNN = '7269.8', MLPMultivariate = '7306.61', TiDE = '7295.1', DeepNPTS = '7371.11', y = '7292.5' WHERE ds = '2024-02-26 00:00:00' -2024-11-20 10:33:31,380 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-26 00:00:00', NHITS = '7318.19', Informer = '7258.93', LSTM = '7254.44', iTransformer = '7295.47', TSMixer = '7299.03', TSMixerx = '7362.35', PatchTST = '7321.52', RNN = '7317.68', GRU = '7358.98', TCN = '7413.28', BiTCN = '7357.37', DilatedRNN = '7301.95', MLP = '7320.65', DLinear = '7296.1', NLinear = '7301.41', TFT = '7307.13', StemGNN = '7269.8', MLPMultivariate = '7306.61', TiDE = '7295.1', DeepNPTS = '7371.11', y = '7292.5' WHERE ds = '2024-02-26 00:00:00' -2024-11-20 10:33:31,382 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-27 00:00:00', NHITS = '7324.57', Informer = '7251.97', LSTM = '7242.58', iTransformer = '7290.08', TSMixer = '7297.98', TSMixerx = '7317.99', PatchTST = '7297.46', RNN = '7304.28', GRU = '7342.81', TCN = '7408.67', BiTCN = '7340.79', DilatedRNN = '7289.78', MLP = '7327.02', DLinear = '7292.81', NLinear = '7282.36', TFT = '7282.91', StemGNN = '7268.05', MLPMultivariate = '7299.63', TiDE = '7286.47', DeepNPTS = '7368.65', y = '7306.67' WHERE ds = '2024-02-27 00:00:00' -2024-11-20 10:33:31,382 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-27 00:00:00', NHITS = '7324.57', Informer = '7251.97', LSTM = '7242.58', iTransformer = '7290.08', TSMixer = '7297.98', TSMixerx = '7317.99', PatchTST = '7297.46', RNN = '7304.28', GRU = '7342.81', TCN = '7408.67', BiTCN = '7340.79', DilatedRNN = '7289.78', MLP = '7327.02', DLinear = '7292.81', NLinear = '7282.36', TFT = '7282.91', StemGNN = '7268.05', MLPMultivariate = '7299.63', TiDE = '7286.47', DeepNPTS = '7368.65', y = '7306.67' WHERE ds = '2024-02-27 00:00:00' -2024-11-20 10:33:31,384 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-28 00:00:00', NHITS = '7352.75', Informer = '7295.49', LSTM = '7254.83', iTransformer = '7276.21', TSMixer = '7302.82', TSMixerx = '7348.5', PatchTST = '7323.02', RNN = '7324.8', GRU = '7359.94', TCN = '7413.98', BiTCN = '7330.58', DilatedRNN = '7305.92', MLP = '7341.13', DLinear = '7310.9', NLinear = '7305.61', TFT = '7301.83', StemGNN = '7266.96', MLPMultivariate = '7303.46', TiDE = '7303.91', DeepNPTS = '7380.02', y = '7353.33' WHERE ds = '2024-02-28 00:00:00' -2024-11-20 10:33:31,384 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-28 00:00:00', NHITS = '7352.75', Informer = '7295.49', LSTM = '7254.83', iTransformer = '7276.21', TSMixer = '7302.82', TSMixerx = '7348.5', PatchTST = '7323.02', RNN = '7324.8', GRU = '7359.94', TCN = '7413.98', BiTCN = '7330.58', DilatedRNN = '7305.92', MLP = '7341.13', DLinear = '7310.9', NLinear = '7305.61', TFT = '7301.83', StemGNN = '7266.96', MLPMultivariate = '7303.46', TiDE = '7303.91', DeepNPTS = '7380.02', y = '7353.33' WHERE ds = '2024-02-28 00:00:00' -2024-11-20 10:33:31,386 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-29 00:00:00', NHITS = '7365.17', Informer = '7313.22', LSTM = '7288.96', iTransformer = '7293.72', TSMixer = '7334.31', TSMixerx = '7378.47', PatchTST = '7368.02', RNN = '7371.75', GRU = '7401.12', TCN = '7425.51', BiTCN = '7341.83', DilatedRNN = '7336.51', MLP = '7371.22', DLinear = '7333.33', NLinear = '7360.72', TFT = '7354.87', StemGNN = '7266.78', MLPMultivariate = '7327.83', TiDE = '7343.33', DeepNPTS = '7374.52', y = '7325.0' WHERE ds = '2024-02-29 00:00:00' -2024-11-20 10:33:31,386 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-29 00:00:00', NHITS = '7365.17', Informer = '7313.22', LSTM = '7288.96', iTransformer = '7293.72', TSMixer = '7334.31', TSMixerx = '7378.47', PatchTST = '7368.02', RNN = '7371.75', GRU = '7401.12', TCN = '7425.51', BiTCN = '7341.83', DilatedRNN = '7336.51', MLP = '7371.22', DLinear = '7333.33', NLinear = '7360.72', TFT = '7354.87', StemGNN = '7266.78', MLPMultivariate = '7327.83', TiDE = '7343.33', DeepNPTS = '7374.52', y = '7325.0' WHERE ds = '2024-02-29 00:00:00' -2024-11-20 10:33:31,388 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-01 00:00:00', NHITS = '7320.5', Informer = '7306.35', LSTM = '7263.73', iTransformer = '7277.35', TSMixer = '7322.0', TSMixerx = '7343.2', PatchTST = '7329.76', RNN = '7327.44', GRU = '7364.73', TCN = '7416.31', BiTCN = '7322.68', DilatedRNN = '7306.52', MLP = '7337.22', DLinear = '7315.45', NLinear = '7335.42', TFT = '7314.74', StemGNN = '7266.41', MLPMultivariate = '7308.63', TiDE = '7327.13', DeepNPTS = '7294.14', y = '7343.33' WHERE ds = '2024-03-01 00:00:00' -2024-11-20 10:33:31,388 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-01 00:00:00', NHITS = '7320.5', Informer = '7306.35', LSTM = '7263.73', iTransformer = '7277.35', TSMixer = '7322.0', TSMixerx = '7343.2', PatchTST = '7329.76', RNN = '7327.44', GRU = '7364.73', TCN = '7416.31', BiTCN = '7322.68', DilatedRNN = '7306.52', MLP = '7337.22', DLinear = '7315.45', NLinear = '7335.42', TFT = '7314.74', StemGNN = '7266.41', MLPMultivariate = '7308.63', TiDE = '7327.13', DeepNPTS = '7294.14', y = '7343.33' WHERE ds = '2024-03-01 00:00:00' -2024-11-20 10:33:31,391 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-04 00:00:00', NHITS = '7334.56', Informer = '7330.43', LSTM = '7283.3', iTransformer = '7276.89', TSMixer = '7330.63', TSMixerx = '7344.31', PatchTST = '7334.27', RNN = '7357.22', GRU = '7391.92', TCN = '7422.3', BiTCN = '7315.67', DilatedRNN = '7328.23', MLP = '7328.13', DLinear = '7333.05', NLinear = '7339.2', TFT = '7314.98', StemGNN = '7266.39', MLPMultivariate = '7306.47', TiDE = '7342.18', DeepNPTS = '7296.81', y = '7330.0' WHERE ds = '2024-03-04 00:00:00' -2024-11-20 10:33:31,391 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-04 00:00:00', NHITS = '7334.56', Informer = '7330.43', LSTM = '7283.3', iTransformer = '7276.89', TSMixer = '7330.63', TSMixerx = '7344.31', PatchTST = '7334.27', RNN = '7357.22', GRU = '7391.92', TCN = '7422.3', BiTCN = '7315.67', DilatedRNN = '7328.23', MLP = '7328.13', DLinear = '7333.05', NLinear = '7339.2', TFT = '7314.98', StemGNN = '7266.39', MLPMultivariate = '7306.47', TiDE = '7342.18', DeepNPTS = '7296.81', y = '7330.0' WHERE ds = '2024-03-04 00:00:00' -2024-11-20 10:33:31,393 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-05 00:00:00', NHITS = '7309.45', Informer = '7325.04', LSTM = '7267.88', iTransformer = '7277.67', TSMixer = '7326.97', TSMixerx = '7335.79', PatchTST = '7319.16', RNN = '7340.15', GRU = '7370.5', TCN = '7418.13', BiTCN = '7305.37', DilatedRNN = '7318.76', MLP = '7320.53', DLinear = '7326.05', NLinear = '7321.28', TFT = '7293.51', StemGNN = '7266.15', MLPMultivariate = '7303.62', TiDE = '7328.04', DeepNPTS = '7281.27', y = '7310.0' WHERE ds = '2024-03-05 00:00:00' -2024-11-20 10:33:31,393 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-05 00:00:00', NHITS = '7309.45', Informer = '7325.04', LSTM = '7267.88', iTransformer = '7277.67', TSMixer = '7326.97', TSMixerx = '7335.79', PatchTST = '7319.16', RNN = '7340.15', GRU = '7370.5', TCN = '7418.13', BiTCN = '7305.37', DilatedRNN = '7318.76', MLP = '7320.53', DLinear = '7326.05', NLinear = '7321.28', TFT = '7293.51', StemGNN = '7266.15', MLPMultivariate = '7303.62', TiDE = '7328.04', DeepNPTS = '7281.27', y = '7310.0' WHERE ds = '2024-03-05 00:00:00' -2024-11-20 10:33:31,396 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-06 00:00:00', NHITS = '7304.78', Informer = '7318.4', LSTM = '7255.75', iTransformer = '7276.86', TSMixer = '7305.71', TSMixerx = '7311.24', PatchTST = '7313.83', RNN = '7311.53', GRU = '7357.06', TCN = '7412.45', BiTCN = '7301.94', DilatedRNN = '7304.3', MLP = '7315.76', DLinear = '7309.79', NLinear = '7297.15', TFT = '7279.6', StemGNN = '7265.64', MLPMultivariate = '7295.52', TiDE = '7301.35', DeepNPTS = '7288.95', y = '7297.5' WHERE ds = '2024-03-06 00:00:00' -2024-11-20 10:33:31,396 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-06 00:00:00', NHITS = '7304.78', Informer = '7318.4', LSTM = '7255.75', iTransformer = '7276.86', TSMixer = '7305.71', TSMixerx = '7311.24', PatchTST = '7313.83', RNN = '7311.53', GRU = '7357.06', TCN = '7412.45', BiTCN = '7301.94', DilatedRNN = '7304.3', MLP = '7315.76', DLinear = '7309.79', NLinear = '7297.15', TFT = '7279.6', StemGNN = '7265.64', MLPMultivariate = '7295.52', TiDE = '7301.35', DeepNPTS = '7288.95', y = '7297.5' WHERE ds = '2024-03-06 00:00:00' -2024-11-20 10:33:31,398 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-07 00:00:00', NHITS = '7302.21', Informer = '7321.25', LSTM = '7246.71', iTransformer = '7271.87', TSMixer = '7294.17', TSMixerx = '7309.87', PatchTST = '7308.66', RNN = '7314.28', GRU = '7347.75', TCN = '7407.47', BiTCN = '7294.43', DilatedRNN = '7290.02', MLP = '7319.87', DLinear = '7285.87', NLinear = '7297.02', TFT = '7274.12', StemGNN = '7264.97', MLPMultivariate = '7290.85', TiDE = '7293.32', DeepNPTS = '7295.53', y = '7290.0' WHERE ds = '2024-03-07 00:00:00' -2024-11-20 10:33:31,398 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-07 00:00:00', NHITS = '7302.21', Informer = '7321.25', LSTM = '7246.71', iTransformer = '7271.87', TSMixer = '7294.17', TSMixerx = '7309.87', PatchTST = '7308.66', RNN = '7314.28', GRU = '7347.75', TCN = '7407.47', BiTCN = '7294.43', DilatedRNN = '7290.02', MLP = '7319.87', DLinear = '7285.87', NLinear = '7297.02', TFT = '7274.12', StemGNN = '7264.97', MLPMultivariate = '7290.85', TiDE = '7293.32', DeepNPTS = '7295.53', y = '7290.0' WHERE ds = '2024-03-07 00:00:00' -2024-11-20 10:33:31,401 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-08 00:00:00', NHITS = '7292.95', Informer = '7299.1', LSTM = '7241.47', iTransformer = '7246.3', TSMixer = '7288.79', TSMixerx = '7302.01', PatchTST = '7299.54', RNN = '7302.63', GRU = '7343.0', TCN = '7403.52', BiTCN = '7279.52', DilatedRNN = '7288.72', MLP = '7290.22', DLinear = '7284.58', NLinear = '7288.43', TFT = '7271.91', StemGNN = '7264.57', MLPMultivariate = '7279.09', TiDE = '7290.29', DeepNPTS = '7294.8', y = '7295.0' WHERE ds = '2024-03-08 00:00:00' -2024-11-20 10:33:31,401 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-08 00:00:00', NHITS = '7292.95', Informer = '7299.1', LSTM = '7241.47', iTransformer = '7246.3', TSMixer = '7288.79', TSMixerx = '7302.01', PatchTST = '7299.54', RNN = '7302.63', GRU = '7343.0', TCN = '7403.52', BiTCN = '7279.52', DilatedRNN = '7288.72', MLP = '7290.22', DLinear = '7284.58', NLinear = '7288.43', TFT = '7271.91', StemGNN = '7264.57', MLPMultivariate = '7279.09', TiDE = '7290.29', DeepNPTS = '7294.8', y = '7295.0' WHERE ds = '2024-03-08 00:00:00' -2024-11-20 10:33:31,403 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-11 00:00:00', NHITS = '7283.5', Informer = '7308.73', LSTM = '7245.06', iTransformer = '7233.56', TSMixer = '7289.62', TSMixerx = '7272.81', PatchTST = '7302.29', RNN = '7308.69', GRU = '7348.58', TCN = '7402.53', BiTCN = '7275.18', DilatedRNN = '7290.97', MLP = '7265.94', DLinear = '7297.8', NLinear = '7293.46', TFT = '7274.37', StemGNN = '7264.62', MLPMultivariate = '7276.64', TiDE = '7289.43', DeepNPTS = '7294.81', y = '7285.0' WHERE ds = '2024-03-11 00:00:00' -2024-11-20 10:33:31,403 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-11 00:00:00', NHITS = '7283.5', Informer = '7308.73', LSTM = '7245.06', iTransformer = '7233.56', TSMixer = '7289.62', TSMixerx = '7272.81', PatchTST = '7302.29', RNN = '7308.69', GRU = '7348.58', TCN = '7402.53', BiTCN = '7275.18', DilatedRNN = '7290.97', MLP = '7265.94', DLinear = '7297.8', NLinear = '7293.46', TFT = '7274.37', StemGNN = '7264.62', MLPMultivariate = '7276.64', TiDE = '7289.43', DeepNPTS = '7294.81', y = '7285.0' WHERE ds = '2024-03-11 00:00:00' -2024-11-20 10:33:31,405 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-12 00:00:00', NHITS = '7264.78', Informer = '7291.06', LSTM = '7238.1', iTransformer = '7239.95', TSMixer = '7277.58', TSMixerx = '7269.54', PatchTST = '7282.67', RNN = '7303.06', GRU = '7339.16', TCN = '7395.51', BiTCN = '7277.12', DilatedRNN = '7280.3', MLP = '7244.14', DLinear = '7296.69', NLinear = '7275.29', TFT = '7269.44', StemGNN = '7265.88', MLPMultivariate = '7271.18', TiDE = '7270.28', DeepNPTS = '7285.48', y = '7283.33' WHERE ds = '2024-03-12 00:00:00' -2024-11-20 10:33:31,405 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-12 00:00:00', NHITS = '7264.78', Informer = '7291.06', LSTM = '7238.1', iTransformer = '7239.95', TSMixer = '7277.58', TSMixerx = '7269.54', PatchTST = '7282.67', RNN = '7303.06', GRU = '7339.16', TCN = '7395.51', BiTCN = '7277.12', DilatedRNN = '7280.3', MLP = '7244.14', DLinear = '7296.69', NLinear = '7275.29', TFT = '7269.44', StemGNN = '7265.88', MLPMultivariate = '7271.18', TiDE = '7270.28', DeepNPTS = '7285.48', y = '7283.33' WHERE ds = '2024-03-12 00:00:00' -2024-11-20 10:33:31,408 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-13 00:00:00', NHITS = '7256.37', Informer = '7287.32', LSTM = '7238.44', iTransformer = '7251.53', TSMixer = '7272.1', TSMixerx = '7275.87', PatchTST = '7280.45', RNN = '7301.9', GRU = '7340.35', TCN = '7398.0', BiTCN = '7269.77', DilatedRNN = '7285.73', MLP = '7238.05', DLinear = '7303.68', NLinear = '7278.15', TFT = '7276.54', StemGNN = '7267.4', MLPMultivariate = '7268.86', TiDE = '7272.17', DeepNPTS = '7252.64', y = '7285.0' WHERE ds = '2024-03-13 00:00:00' -2024-11-20 10:33:31,408 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-13 00:00:00', NHITS = '7256.37', Informer = '7287.32', LSTM = '7238.44', iTransformer = '7251.53', TSMixer = '7272.1', TSMixerx = '7275.87', PatchTST = '7280.45', RNN = '7301.9', GRU = '7340.35', TCN = '7398.0', BiTCN = '7269.77', DilatedRNN = '7285.73', MLP = '7238.05', DLinear = '7303.68', NLinear = '7278.15', TFT = '7276.54', StemGNN = '7267.4', MLPMultivariate = '7268.86', TiDE = '7272.17', DeepNPTS = '7252.64', y = '7285.0' WHERE ds = '2024-03-13 00:00:00' -2024-11-20 10:33:31,410 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-14 00:00:00', NHITS = '7269.4', Informer = '7282.06', LSTM = '7239.51', iTransformer = '7265.08', TSMixer = '7275.51', TSMixerx = '7277.1', PatchTST = '7283.45', RNN = '7304.5', GRU = '7341.46', TCN = '7397.56', BiTCN = '7280.69', DilatedRNN = '7284.09', MLP = '7251.88', DLinear = '7273.88', NLinear = '7288.42', TFT = '7290.29', StemGNN = '7270.84', MLPMultivariate = '7275.91', TiDE = '7281.04', DeepNPTS = '7264.11', y = '7277.5' WHERE ds = '2024-03-14 00:00:00' -2024-11-20 10:33:31,410 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-14 00:00:00', NHITS = '7269.4', Informer = '7282.06', LSTM = '7239.51', iTransformer = '7265.08', TSMixer = '7275.51', TSMixerx = '7277.1', PatchTST = '7283.45', RNN = '7304.5', GRU = '7341.46', TCN = '7397.56', BiTCN = '7280.69', DilatedRNN = '7284.09', MLP = '7251.88', DLinear = '7273.88', NLinear = '7288.42', TFT = '7290.29', StemGNN = '7270.84', MLPMultivariate = '7275.91', TiDE = '7281.04', DeepNPTS = '7264.11', y = '7277.5' WHERE ds = '2024-03-14 00:00:00' -2024-11-20 10:33:31,412 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-15 00:00:00', NHITS = '7264.23', Informer = '7275.59', LSTM = '7234.82', iTransformer = '7272.71', TSMixer = '7271.08', TSMixerx = '7262.54', PatchTST = '7274.31', RNN = '7295.47', GRU = '7335.31', TCN = '7395.98', BiTCN = '7277.6', DilatedRNN = '7279.69', MLP = '7256.92', DLinear = '7252.44', NLinear = '7269.11', TFT = '7283.47', StemGNN = '7273.29', MLPMultivariate = '7276.28', TiDE = '7279.45', DeepNPTS = '7273.04', y = '7353.33' WHERE ds = '2024-03-15 00:00:00' -2024-11-20 10:33:31,412 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-15 00:00:00', NHITS = '7264.23', Informer = '7275.59', LSTM = '7234.82', iTransformer = '7272.71', TSMixer = '7271.08', TSMixerx = '7262.54', PatchTST = '7274.31', RNN = '7295.47', GRU = '7335.31', TCN = '7395.98', BiTCN = '7277.6', DilatedRNN = '7279.69', MLP = '7256.92', DLinear = '7252.44', NLinear = '7269.11', TFT = '7283.47', StemGNN = '7273.29', MLPMultivariate = '7276.28', TiDE = '7279.45', DeepNPTS = '7273.04', y = '7353.33' WHERE ds = '2024-03-15 00:00:00' -2024-11-20 10:33:31,414 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-18 00:00:00', NHITS = '7339.36', Informer = '7324.94', LSTM = '7292.13', iTransformer = '7287.28', TSMixer = '7320.05', TSMixerx = '7302.48', PatchTST = '7366.6', RNN = '7371.87', GRU = '7407.54', TCN = '7422.89', BiTCN = '7304.87', DilatedRNN = '7348.6', MLP = '7314.84', DLinear = '7304.7', NLinear = '7353.23', TFT = '7347.31', StemGNN = '7276.14', MLPMultivariate = '7311.7', TiDE = '7330.94', DeepNPTS = '7344.93', y = '7387.5' WHERE ds = '2024-03-18 00:00:00' -2024-11-20 10:33:31,414 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-18 00:00:00', NHITS = '7339.36', Informer = '7324.94', LSTM = '7292.13', iTransformer = '7287.28', TSMixer = '7320.05', TSMixerx = '7302.48', PatchTST = '7366.6', RNN = '7371.87', GRU = '7407.54', TCN = '7422.89', BiTCN = '7304.87', DilatedRNN = '7348.6', MLP = '7314.84', DLinear = '7304.7', NLinear = '7353.23', TFT = '7347.31', StemGNN = '7276.14', MLPMultivariate = '7311.7', TiDE = '7330.94', DeepNPTS = '7344.93', y = '7387.5' WHERE ds = '2024-03-18 00:00:00' -2024-11-20 10:33:31,417 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-19 00:00:00', NHITS = '7388.08', Informer = '7385.8', LSTM = '7320.49', iTransformer = '7300.95', TSMixer = '7361.99', TSMixerx = '7336.57', PatchTST = '7386.98', RNN = '7397.01', GRU = '7427.54', TCN = '7439.6', BiTCN = '7311.0', DilatedRNN = '7378.46', MLP = '7361.53', DLinear = '7326.46', NLinear = '7392.8', TFT = '7379.9', StemGNN = '7277.91', MLPMultivariate = '7348.62', TiDE = '7363.5', DeepNPTS = '7387.24', y = '7435.0' WHERE ds = '2024-03-19 00:00:00' -2024-11-20 10:33:31,417 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-19 00:00:00', NHITS = '7388.08', Informer = '7385.8', LSTM = '7320.49', iTransformer = '7300.95', TSMixer = '7361.99', TSMixerx = '7336.57', PatchTST = '7386.98', RNN = '7397.01', GRU = '7427.54', TCN = '7439.6', BiTCN = '7311.0', DilatedRNN = '7378.46', MLP = '7361.53', DLinear = '7326.46', NLinear = '7392.8', TFT = '7379.9', StemGNN = '7277.91', MLPMultivariate = '7348.62', TiDE = '7363.5', DeepNPTS = '7387.24', y = '7435.0' WHERE ds = '2024-03-19 00:00:00' -2024-11-20 10:33:31,419 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-20 00:00:00', NHITS = '7446.17', Informer = '7409.96', LSTM = '7390.64', iTransformer = '7318.43', TSMixer = '7404.71', TSMixerx = '7354.35', PatchTST = '7446.15', RNN = '7449.59', GRU = '7481.41', TCN = '7465.93', BiTCN = '7324.92', DilatedRNN = '7439.02', MLP = '7414.86', DLinear = '7384.65', NLinear = '7440.51', TFT = '7410.61', StemGNN = '7279.73', MLPMultivariate = '7384.11', TiDE = '7415.17', DeepNPTS = '7432.14', y = '7460.0' WHERE ds = '2024-03-20 00:00:00' -2024-11-20 10:33:31,419 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-20 00:00:00', NHITS = '7446.17', Informer = '7409.96', LSTM = '7390.64', iTransformer = '7318.43', TSMixer = '7404.71', TSMixerx = '7354.35', PatchTST = '7446.15', RNN = '7449.59', GRU = '7481.41', TCN = '7465.93', BiTCN = '7324.92', DilatedRNN = '7439.02', MLP = '7414.86', DLinear = '7384.65', NLinear = '7440.51', TFT = '7410.61', StemGNN = '7279.73', MLPMultivariate = '7384.11', TiDE = '7415.17', DeepNPTS = '7432.14', y = '7460.0' WHERE ds = '2024-03-20 00:00:00' -2024-11-20 10:33:31,421 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-21 00:00:00', NHITS = '7471.48', Informer = '7410.82', LSTM = '7418.15', iTransformer = '7359.09', TSMixer = '7436.82', TSMixerx = '7382.55', PatchTST = '7467.97', RNN = '7485.88', GRU = '7497.73', TCN = '7485.05', BiTCN = '7342.78', DilatedRNN = '7469.99', MLP = '7437.01', DLinear = '7433.13', NLinear = '7466.88', TFT = '7407.96', StemGNN = '7282.79', MLPMultivariate = '7422.37', TiDE = '7449.82', DeepNPTS = '7435.73', y = '7422.5' WHERE ds = '2024-03-21 00:00:00' -2024-11-20 10:33:31,421 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-21 00:00:00', NHITS = '7471.48', Informer = '7410.82', LSTM = '7418.15', iTransformer = '7359.09', TSMixer = '7436.82', TSMixerx = '7382.55', PatchTST = '7467.97', RNN = '7485.88', GRU = '7497.73', TCN = '7485.05', BiTCN = '7342.78', DilatedRNN = '7469.99', MLP = '7437.01', DLinear = '7433.13', NLinear = '7466.88', TFT = '7407.96', StemGNN = '7282.79', MLPMultivariate = '7422.37', TiDE = '7449.82', DeepNPTS = '7435.73', y = '7422.5' WHERE ds = '2024-03-21 00:00:00' -2024-11-20 10:33:31,423 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-22 00:00:00', NHITS = '7417.1', Informer = '7386.94', LSTM = '7359.75', iTransformer = '7407.99', TSMixer = '7419.15', TSMixerx = '7377.38', PatchTST = '7398.66', RNN = '7419.29', GRU = '7445.15', TCN = '7473.64', BiTCN = '7348.41', DilatedRNN = '7429.75', MLP = '7410.0', DLinear = '7426.43', NLinear = '7427.33', TFT = '7392.96', StemGNN = '7286.4', MLPMultivariate = '7414.18', TiDE = '7431.13', DeepNPTS = '7377.32', y = '7402.5' WHERE ds = '2024-03-22 00:00:00' -2024-11-20 10:33:31,423 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-22 00:00:00', NHITS = '7417.1', Informer = '7386.94', LSTM = '7359.75', iTransformer = '7407.99', TSMixer = '7419.15', TSMixerx = '7377.38', PatchTST = '7398.66', RNN = '7419.29', GRU = '7445.15', TCN = '7473.64', BiTCN = '7348.41', DilatedRNN = '7429.75', MLP = '7410.0', DLinear = '7426.43', NLinear = '7427.33', TFT = '7392.96', StemGNN = '7286.4', MLPMultivariate = '7414.18', TiDE = '7431.13', DeepNPTS = '7377.32', y = '7402.5' WHERE ds = '2024-03-22 00:00:00' -2024-11-20 10:33:31,425 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-25 00:00:00', NHITS = '7404.65', Informer = '7354.68', LSTM = '7337.62', iTransformer = '7438.0', TSMixer = '7391.76', TSMixerx = '7372.08', PatchTST = '7396.19', RNN = '7403.69', GRU = '7432.8', TCN = '7463.86', BiTCN = '7342.24', DilatedRNN = '7408.89', MLP = '7382.35', DLinear = '7426.01', NLinear = '7402.0', TFT = '7391.26', StemGNN = '7288.26', MLPMultivariate = '7395.28', TiDE = '7401.38', DeepNPTS = '7352.68', y = '7372.5' WHERE ds = '2024-03-25 00:00:00' -2024-11-20 10:33:31,425 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-25 00:00:00', NHITS = '7404.65', Informer = '7354.68', LSTM = '7337.62', iTransformer = '7438.0', TSMixer = '7391.76', TSMixerx = '7372.08', PatchTST = '7396.19', RNN = '7403.69', GRU = '7432.8', TCN = '7463.86', BiTCN = '7342.24', DilatedRNN = '7408.89', MLP = '7382.35', DLinear = '7426.01', NLinear = '7402.0', TFT = '7391.26', StemGNN = '7288.26', MLPMultivariate = '7395.28', TiDE = '7401.38', DeepNPTS = '7352.68', y = '7372.5' WHERE ds = '2024-03-25 00:00:00' -2024-11-20 10:33:31,428 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-26 00:00:00', NHITS = '7367.22', Informer = '7322.27', LSTM = '7297.47', iTransformer = '7379.26', TSMixer = '7362.82', TSMixerx = '7379.8', PatchTST = '7348.91', RNN = '7365.84', GRU = '7399.45', TCN = '7449.14', BiTCN = '7347.17', DilatedRNN = '7376.77', MLP = '7355.65', DLinear = '7392.1', NLinear = '7355.2', TFT = '7356.75', StemGNN = '7289.35', MLPMultivariate = '7365.31', TiDE = '7355.82', DeepNPTS = '7332.97', y = '7365.0' WHERE ds = '2024-03-26 00:00:00' -2024-11-20 10:33:31,428 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-26 00:00:00', NHITS = '7367.22', Informer = '7322.27', LSTM = '7297.47', iTransformer = '7379.26', TSMixer = '7362.82', TSMixerx = '7379.8', PatchTST = '7348.91', RNN = '7365.84', GRU = '7399.45', TCN = '7449.14', BiTCN = '7347.17', DilatedRNN = '7376.77', MLP = '7355.65', DLinear = '7392.1', NLinear = '7355.2', TFT = '7356.75', StemGNN = '7289.35', MLPMultivariate = '7365.31', TiDE = '7355.82', DeepNPTS = '7332.97', y = '7365.0' WHERE ds = '2024-03-26 00:00:00' -2024-11-20 10:33:31,430 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-27 00:00:00', NHITS = '7348.99', Informer = '7314.72', LSTM = '7292.01', iTransformer = '7324.37', TSMixer = '7348.72', TSMixerx = '7361.01', PatchTST = '7349.25', RNN = '7354.78', GRU = '7399.57', TCN = '7441.3', BiTCN = '7353.53', DilatedRNN = '7370.99', MLP = '7335.98', DLinear = '7369.87', NLinear = '7345.71', TFT = '7338.27', StemGNN = '7290.38', MLPMultivariate = '7340.31', TiDE = '7351.88', DeepNPTS = '7327.51', y = '7345.0' WHERE ds = '2024-03-27 00:00:00' -2024-11-20 10:33:31,430 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-27 00:00:00', NHITS = '7348.99', Informer = '7314.72', LSTM = '7292.01', iTransformer = '7324.37', TSMixer = '7348.72', TSMixerx = '7361.01', PatchTST = '7349.25', RNN = '7354.78', GRU = '7399.57', TCN = '7441.3', BiTCN = '7353.53', DilatedRNN = '7370.99', MLP = '7335.98', DLinear = '7369.87', NLinear = '7345.71', TFT = '7338.27', StemGNN = '7290.38', MLPMultivariate = '7340.31', TiDE = '7351.88', DeepNPTS = '7327.51', y = '7345.0' WHERE ds = '2024-03-27 00:00:00' -2024-11-20 10:33:31,432 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-28 00:00:00', NHITS = '7315.95', Informer = '7301.15', LSTM = '7273.48', iTransformer = '7295.8', TSMixer = '7330.9', TSMixerx = '7328.15', PatchTST = '7333.3', RNN = '7346.44', GRU = '7379.1', TCN = '7428.09', BiTCN = '7353.19', DilatedRNN = '7339.56', MLP = '7312.39', DLinear = '7352.16', NLinear = '7328.61', TFT = '7330.9', StemGNN = '7291.17', MLPMultivariate = '7320.32', TiDE = '7333.7', DeepNPTS = '7319.06', y = '7345.0' WHERE ds = '2024-03-28 00:00:00' -2024-11-20 10:33:31,432 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-28 00:00:00', NHITS = '7315.95', Informer = '7301.15', LSTM = '7273.48', iTransformer = '7295.8', TSMixer = '7330.9', TSMixerx = '7328.15', PatchTST = '7333.3', RNN = '7346.44', GRU = '7379.1', TCN = '7428.09', BiTCN = '7353.19', DilatedRNN = '7339.56', MLP = '7312.39', DLinear = '7352.16', NLinear = '7328.61', TFT = '7330.9', StemGNN = '7291.17', MLPMultivariate = '7320.32', TiDE = '7333.7', DeepNPTS = '7319.06', y = '7345.0' WHERE ds = '2024-03-28 00:00:00' -2024-11-20 10:33:31,435 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-29 00:00:00', NHITS = '7330.24', Informer = '7305.84', LSTM = '7275.81', iTransformer = '7295.1', TSMixer = '7325.45', TSMixerx = '7312.22', PatchTST = '7328.93', RNN = '7348.29', GRU = '7385.13', TCN = '7421.9', BiTCN = '7338.67', DilatedRNN = '7331.57', MLP = '7296.93', DLinear = '7335.55', NLinear = '7336.98', TFT = '7327.3', StemGNN = '7292.35', MLPMultivariate = '7309.14', TiDE = '7332.74', DeepNPTS = '7339.16', y = '7345.0' WHERE ds = '2024-03-29 00:00:00' -2024-11-20 10:33:31,435 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-29 00:00:00', NHITS = '7330.24', Informer = '7305.84', LSTM = '7275.81', iTransformer = '7295.1', TSMixer = '7325.45', TSMixerx = '7312.22', PatchTST = '7328.93', RNN = '7348.29', GRU = '7385.13', TCN = '7421.9', BiTCN = '7338.67', DilatedRNN = '7331.57', MLP = '7296.93', DLinear = '7335.55', NLinear = '7336.98', TFT = '7327.3', StemGNN = '7292.35', MLPMultivariate = '7309.14', TiDE = '7332.74', DeepNPTS = '7339.16', y = '7345.0' WHERE ds = '2024-03-29 00:00:00' -2024-11-20 10:33:31,437 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-01 00:00:00', NHITS = '7338.24', Informer = '7312.92', LSTM = '7275.35', iTransformer = '7297.79', TSMixer = '7326.11', TSMixerx = '7304.88', PatchTST = '7330.88', RNN = '7350.42', GRU = '7384.03', TCN = '7416.0', BiTCN = '7329.56', DilatedRNN = '7326.53', MLP = '7302.67', DLinear = '7334.68', NLinear = '7344.62', TFT = '7326.0', StemGNN = '7293.29', MLPMultivariate = '7308.76', TiDE = '7335.23', DeepNPTS = '7344.61', y = '7360.0' WHERE ds = '2024-04-01 00:00:00' -2024-11-20 10:33:31,437 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-01 00:00:00', NHITS = '7338.24', Informer = '7312.92', LSTM = '7275.35', iTransformer = '7297.79', TSMixer = '7326.11', TSMixerx = '7304.88', PatchTST = '7330.88', RNN = '7350.42', GRU = '7384.03', TCN = '7416.0', BiTCN = '7329.56', DilatedRNN = '7326.53', MLP = '7302.67', DLinear = '7334.68', NLinear = '7344.62', TFT = '7326.0', StemGNN = '7293.29', MLPMultivariate = '7308.76', TiDE = '7335.23', DeepNPTS = '7344.61', y = '7360.0' WHERE ds = '2024-04-01 00:00:00' -2024-11-20 10:33:31,440 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-02 00:00:00', NHITS = '7346.74', Informer = '7332.9', LSTM = '7289.21', iTransformer = '7307.99', TSMixer = '7336.79', TSMixerx = '7317.73', PatchTST = '7346.57', RNN = '7364.25', GRU = '7401.18', TCN = '7422.32', BiTCN = '7325.94', DilatedRNN = '7337.44', MLP = '7312.67', DLinear = '7330.29', NLinear = '7355.13', TFT = '7331.72', StemGNN = '7294.23', MLPMultivariate = '7313.7', TiDE = '7342.82', DeepNPTS = '7353.49', y = '7380.0' WHERE ds = '2024-04-02 00:00:00' -2024-11-20 10:33:31,440 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-02 00:00:00', NHITS = '7346.74', Informer = '7332.9', LSTM = '7289.21', iTransformer = '7307.99', TSMixer = '7336.79', TSMixerx = '7317.73', PatchTST = '7346.57', RNN = '7364.25', GRU = '7401.18', TCN = '7422.32', BiTCN = '7325.94', DilatedRNN = '7337.44', MLP = '7312.67', DLinear = '7330.29', NLinear = '7355.13', TFT = '7331.72', StemGNN = '7294.23', MLPMultivariate = '7313.7', TiDE = '7342.82', DeepNPTS = '7353.49', y = '7380.0' WHERE ds = '2024-04-02 00:00:00' -2024-11-20 10:33:31,442 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-03 00:00:00', NHITS = '7362.03', Informer = '7378.23', LSTM = '7308.14', iTransformer = '7335.29', TSMixer = '7353.97', TSMixerx = '7345.56', PatchTST = '7371.53', RNN = '7386.28', GRU = '7419.33', TCN = '7428.12', BiTCN = '7335.65', DilatedRNN = '7363.3', MLP = '7336.41', DLinear = '7329.53', NLinear = '7376.12', TFT = '7363.62', StemGNN = '7295.82', MLPMultivariate = '7333.87', TiDE = '7357.16', DeepNPTS = '7375.72', y = '7397.5' WHERE ds = '2024-04-03 00:00:00' -2024-11-20 10:33:31,442 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-03 00:00:00', NHITS = '7362.03', Informer = '7378.23', LSTM = '7308.14', iTransformer = '7335.29', TSMixer = '7353.97', TSMixerx = '7345.56', PatchTST = '7371.53', RNN = '7386.28', GRU = '7419.33', TCN = '7428.12', BiTCN = '7335.65', DilatedRNN = '7363.3', MLP = '7336.41', DLinear = '7329.53', NLinear = '7376.12', TFT = '7363.62', StemGNN = '7295.82', MLPMultivariate = '7333.87', TiDE = '7357.16', DeepNPTS = '7375.72', y = '7397.5' WHERE ds = '2024-04-03 00:00:00' -2024-11-20 10:33:31,444 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-07 00:00:00', NHITS = '7380.46', Informer = '7399.9', LSTM = '7329.28', iTransformer = '7342.79', TSMixer = '7377.67', TSMixerx = '7353.99', PatchTST = '7410.47', RNN = '7402.89', GRU = '7435.25', TCN = '7440.61', BiTCN = '7349.37', DilatedRNN = '7386.35', MLP = '7366.33', DLinear = '7351.98', NLinear = '7390.83', TFT = '7357.89', StemGNN = '7298.55', MLPMultivariate = '7362.64', TiDE = '7388.62', DeepNPTS = '7390.25', y = '7437.5' WHERE ds = '2024-04-07 00:00:00' -2024-11-20 10:33:31,444 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-07 00:00:00', NHITS = '7380.46', Informer = '7399.9', LSTM = '7329.28', iTransformer = '7342.79', TSMixer = '7377.67', TSMixerx = '7353.99', PatchTST = '7410.47', RNN = '7402.89', GRU = '7435.25', TCN = '7440.61', BiTCN = '7349.37', DilatedRNN = '7386.35', MLP = '7366.33', DLinear = '7351.98', NLinear = '7390.83', TFT = '7357.89', StemGNN = '7298.55', MLPMultivariate = '7362.64', TiDE = '7388.62', DeepNPTS = '7390.25', y = '7437.5' WHERE ds = '2024-04-07 00:00:00' -2024-11-20 10:33:31,446 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-08 00:00:00', NHITS = '7447.65', Informer = '7446.34', LSTM = '7385.22', iTransformer = '7363.92', TSMixer = '7413.36', TSMixerx = '7379.34', PatchTST = '7464.31', RNN = '7450.51', GRU = '7478.47', TCN = '7458.92', BiTCN = '7355.57', DilatedRNN = '7434.99', MLP = '7413.54', DLinear = '7377.16', NLinear = '7434.57', TFT = '7405.02', StemGNN = '7302.9', MLPMultivariate = '7409.96', TiDE = '7431.65', DeepNPTS = '7422.17', y = '7490.0' WHERE ds = '2024-04-08 00:00:00' -2024-11-20 10:33:31,446 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-08 00:00:00', NHITS = '7447.65', Informer = '7446.34', LSTM = '7385.22', iTransformer = '7363.92', TSMixer = '7413.36', TSMixerx = '7379.34', PatchTST = '7464.31', RNN = '7450.51', GRU = '7478.47', TCN = '7458.92', BiTCN = '7355.57', DilatedRNN = '7434.99', MLP = '7413.54', DLinear = '7377.16', NLinear = '7434.57', TFT = '7405.02', StemGNN = '7302.9', MLPMultivariate = '7409.96', TiDE = '7431.65', DeepNPTS = '7422.17', y = '7490.0' WHERE ds = '2024-04-08 00:00:00' -2024-11-20 10:33:31,448 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-09 00:00:00', NHITS = '7508.91', Informer = '7451.4', LSTM = '7454.91', iTransformer = '7495.67', TSMixer = '7458.67', TSMixerx = '7404.45', PatchTST = '7504.04', RNN = '7508.22', GRU = '7535.45', TCN = '7498.07', BiTCN = '7362.18', DilatedRNN = '7500.56', MLP = '7456.07', DLinear = '7436.46', NLinear = '7490.4', TFT = '7479.82', StemGNN = '7307.45', MLPMultivariate = '7470.89', TiDE = '7473.05', DeepNPTS = '7482.98', y = '7507.5' WHERE ds = '2024-04-09 00:00:00' -2024-11-20 10:33:31,448 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-09 00:00:00', NHITS = '7508.91', Informer = '7451.4', LSTM = '7454.91', iTransformer = '7495.67', TSMixer = '7458.67', TSMixerx = '7404.45', PatchTST = '7504.04', RNN = '7508.22', GRU = '7535.45', TCN = '7498.07', BiTCN = '7362.18', DilatedRNN = '7500.56', MLP = '7456.07', DLinear = '7436.46', NLinear = '7490.4', TFT = '7479.82', StemGNN = '7307.45', MLPMultivariate = '7470.89', TiDE = '7473.05', DeepNPTS = '7482.98', y = '7507.5' WHERE ds = '2024-04-09 00:00:00' -2024-11-20 10:33:31,451 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-10 00:00:00', NHITS = '7525.01', Informer = '7463.69', LSTM = '7471.0', iTransformer = '7599.2', TSMixer = '7480.64', TSMixerx = '7407.01', PatchTST = '7494.6', RNN = '7518.41', GRU = '7543.95', TCN = '7529.9', BiTCN = '7380.28', DilatedRNN = '7529.39', MLP = '7474.85', DLinear = '7472.81', NLinear = '7508.65', TFT = '7484.08', StemGNN = '7312.89', MLPMultivariate = '7512.26', TiDE = '7487.67', DeepNPTS = '7500.6', y = '7497.5' WHERE ds = '2024-04-10 00:00:00' -2024-11-20 10:33:31,451 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-10 00:00:00', NHITS = '7525.01', Informer = '7463.69', LSTM = '7471.0', iTransformer = '7599.2', TSMixer = '7480.64', TSMixerx = '7407.01', PatchTST = '7494.6', RNN = '7518.41', GRU = '7543.95', TCN = '7529.9', BiTCN = '7380.28', DilatedRNN = '7529.39', MLP = '7474.85', DLinear = '7472.81', NLinear = '7508.65', TFT = '7484.08', StemGNN = '7312.89', MLPMultivariate = '7512.26', TiDE = '7487.67', DeepNPTS = '7500.6', y = '7497.5' WHERE ds = '2024-04-10 00:00:00' -2024-11-20 10:33:31,453 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-11 00:00:00', NHITS = '7504.87', Informer = '7435.27', LSTM = '7455.34', iTransformer = '7541.44', TSMixer = '7475.08', TSMixerx = '7402.14', PatchTST = '7456.31', RNN = '7507.48', GRU = '7525.09', TCN = '7529.47', BiTCN = '7398.46', DilatedRNN = '7516.28', MLP = '7430.02', DLinear = '7497.04', NLinear = '7500.72', TFT = '7442.53', StemGNN = '7317.92', MLPMultivariate = '7486.73', TiDE = '7485.56', DeepNPTS = '7459.59', y = '7497.5' WHERE ds = '2024-04-11 00:00:00' -2024-11-20 10:33:31,453 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-11 00:00:00', NHITS = '7504.87', Informer = '7435.27', LSTM = '7455.34', iTransformer = '7541.44', TSMixer = '7475.08', TSMixerx = '7402.14', PatchTST = '7456.31', RNN = '7507.48', GRU = '7525.09', TCN = '7529.47', BiTCN = '7398.46', DilatedRNN = '7516.28', MLP = '7430.02', DLinear = '7497.04', NLinear = '7500.72', TFT = '7442.53', StemGNN = '7317.92', MLPMultivariate = '7486.73', TiDE = '7485.56', DeepNPTS = '7459.59', y = '7497.5' WHERE ds = '2024-04-11 00:00:00' -2024-11-20 10:33:31,456 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-12 00:00:00', NHITS = '7479.46', Informer = '7435.88', LSTM = '7455.09', iTransformer = '7449.45', TSMixer = '7465.52', TSMixerx = '7413.95', PatchTST = '7465.76', RNN = '7506.2', GRU = '7527.13', TCN = '7527.37', BiTCN = '7413.39', DilatedRNN = '7518.23', MLP = '7412.17', DLinear = '7521.26', NLinear = '7487.64', TFT = '7408.6', StemGNN = '7322.92', MLPMultivariate = '7468.34', TiDE = '7477.26', DeepNPTS = '7416.74', y = '7506.67' WHERE ds = '2024-04-12 00:00:00' -2024-11-20 10:33:31,456 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-12 00:00:00', NHITS = '7479.46', Informer = '7435.88', LSTM = '7455.09', iTransformer = '7449.45', TSMixer = '7465.52', TSMixerx = '7413.95', PatchTST = '7465.76', RNN = '7506.2', GRU = '7527.13', TCN = '7527.37', BiTCN = '7413.39', DilatedRNN = '7518.23', MLP = '7412.17', DLinear = '7521.26', NLinear = '7487.64', TFT = '7408.6', StemGNN = '7322.92', MLPMultivariate = '7468.34', TiDE = '7477.26', DeepNPTS = '7416.74', y = '7506.67' WHERE ds = '2024-04-12 00:00:00' -2024-11-20 10:33:31,459 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-15 00:00:00', NHITS = '7472.32', Informer = '7395.35', LSTM = '7463.68', iTransformer = '7434.46', TSMixer = '7464.76', TSMixerx = '7388.03', PatchTST = '7470.02', RNN = '7506.19', GRU = '7537.05', TCN = '7531.6', BiTCN = '7428.35', DilatedRNN = '7524.9', MLP = '7414.0', DLinear = '7503.56', NLinear = '7498.12', TFT = '7387.92', StemGNN = '7327.57', MLPMultivariate = '7459.92', TiDE = '7479.79', DeepNPTS = '7412.79', y = '7482.5' WHERE ds = '2024-04-15 00:00:00' -2024-11-20 10:33:31,459 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-15 00:00:00', NHITS = '7472.32', Informer = '7395.35', LSTM = '7463.68', iTransformer = '7434.46', TSMixer = '7464.76', TSMixerx = '7388.03', PatchTST = '7470.02', RNN = '7506.19', GRU = '7537.05', TCN = '7531.6', BiTCN = '7428.35', DilatedRNN = '7524.9', MLP = '7414.0', DLinear = '7503.56', NLinear = '7498.12', TFT = '7387.92', StemGNN = '7327.57', MLPMultivariate = '7459.92', TiDE = '7479.79', DeepNPTS = '7412.79', y = '7482.5' WHERE ds = '2024-04-15 00:00:00' -2024-11-20 10:33:31,460 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-16 00:00:00', NHITS = '7445.28', Informer = '7384.64', LSTM = '7424.47', iTransformer = '7387.4', TSMixer = '7448.83', TSMixerx = '7379.28', PatchTST = '7438.86', RNN = '7474.01', GRU = '7498.57', TCN = '7514.49', BiTCN = '7421.47', DilatedRNN = '7486.23', MLP = '7387.0', DLinear = '7473.29', NLinear = '7463.03', TFT = '7381.95', StemGNN = '7330.04', MLPMultivariate = '7305.22', TiDE = '7465.68', DeepNPTS = '7344.09', y = '7495.0' WHERE ds = '2024-04-16 00:00:00' -2024-11-20 10:33:31,460 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-16 00:00:00', NHITS = '7445.28', Informer = '7384.64', LSTM = '7424.47', iTransformer = '7387.4', TSMixer = '7448.83', TSMixerx = '7379.28', PatchTST = '7438.86', RNN = '7474.01', GRU = '7498.57', TCN = '7514.49', BiTCN = '7421.47', DilatedRNN = '7486.23', MLP = '7387.0', DLinear = '7473.29', NLinear = '7463.03', TFT = '7381.95', StemGNN = '7330.04', MLPMultivariate = '7305.22', TiDE = '7465.68', DeepNPTS = '7344.09', y = '7495.0' WHERE ds = '2024-04-16 00:00:00' -2024-11-20 10:33:31,462 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-17 00:00:00', NHITS = '7446.2', Informer = '7378.36', LSTM = '7448.03', iTransformer = '7381.32', TSMixer = '7454.08', TSMixerx = '7369.86', PatchTST = '7440.14', RNN = '7500.86', GRU = '7526.87', TCN = '7516.48', BiTCN = '7420.73', DilatedRNN = '7502.13', MLP = '7377.72', DLinear = '7467.53', NLinear = '7480.13', TFT = '7386.93', StemGNN = '7332.3', MLPMultivariate = '7268.14', TiDE = '7470.71', DeepNPTS = '7356.98', y = '7497.5' WHERE ds = '2024-04-17 00:00:00' -2024-11-20 10:33:31,462 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-17 00:00:00', NHITS = '7446.2', Informer = '7378.36', LSTM = '7448.03', iTransformer = '7381.32', TSMixer = '7454.08', TSMixerx = '7369.86', PatchTST = '7440.14', RNN = '7500.86', GRU = '7526.87', TCN = '7516.48', BiTCN = '7420.73', DilatedRNN = '7502.13', MLP = '7377.72', DLinear = '7467.53', NLinear = '7480.13', TFT = '7386.93', StemGNN = '7332.3', MLPMultivariate = '7268.14', TiDE = '7470.71', DeepNPTS = '7356.98', y = '7497.5' WHERE ds = '2024-04-17 00:00:00' -2024-11-20 10:33:31,465 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-18 00:00:00', NHITS = '7457.83', Informer = '7363.61', LSTM = '7444.84', iTransformer = '7383.72', TSMixer = '7460.04', TSMixerx = '7373.79', PatchTST = '7419.24', RNN = '7500.61', GRU = '7521.25', TCN = '7508.95', BiTCN = '7418.34', DilatedRNN = '7495.19', MLP = '7396.12', DLinear = '7451.62', NLinear = '7494.75', TFT = '7389.4', StemGNN = '7335.15', MLPMultivariate = '7228.79', TiDE = '7474.29', DeepNPTS = '7391.17', y = '7497.5' WHERE ds = '2024-04-18 00:00:00' -2024-11-20 10:33:31,465 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-18 00:00:00', NHITS = '7457.83', Informer = '7363.61', LSTM = '7444.84', iTransformer = '7383.72', TSMixer = '7460.04', TSMixerx = '7373.79', PatchTST = '7419.24', RNN = '7500.61', GRU = '7521.25', TCN = '7508.95', BiTCN = '7418.34', DilatedRNN = '7495.19', MLP = '7396.12', DLinear = '7451.62', NLinear = '7494.75', TFT = '7389.4', StemGNN = '7335.15', MLPMultivariate = '7228.79', TiDE = '7474.29', DeepNPTS = '7391.17', y = '7497.5' WHERE ds = '2024-04-18 00:00:00' -2024-11-20 10:33:31,467 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-19 00:00:00', NHITS = '7469.48', Informer = '7391.86', LSTM = '7446.51', iTransformer = '7398.17', TSMixer = '7463.59', TSMixerx = '7377.7', PatchTST = '7399.12', RNN = '7494.52', GRU = '7524.0', TCN = '7505.1', BiTCN = '7416.04', DilatedRNN = '7489.72', MLP = '7404.43', DLinear = '7461.7', NLinear = '7489.8', TFT = '7391.95', StemGNN = '7339.46', MLPMultivariate = '7183.49', TiDE = '7469.89', DeepNPTS = '7418.57', y = '7527.5' WHERE ds = '2024-04-19 00:00:00' -2024-11-20 10:33:31,467 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-19 00:00:00', NHITS = '7469.48', Informer = '7391.86', LSTM = '7446.51', iTransformer = '7398.17', TSMixer = '7463.59', TSMixerx = '7377.7', PatchTST = '7399.12', RNN = '7494.52', GRU = '7524.0', TCN = '7505.1', BiTCN = '7416.04', DilatedRNN = '7489.72', MLP = '7404.43', DLinear = '7461.7', NLinear = '7489.8', TFT = '7391.95', StemGNN = '7339.46', MLPMultivariate = '7183.49', TiDE = '7469.89', DeepNPTS = '7418.57', y = '7527.5' WHERE ds = '2024-04-19 00:00:00' -2024-11-20 10:33:31,470 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-22 00:00:00', NHITS = '7496.98', Informer = '7406.58', LSTM = '7488.83', iTransformer = '7424.42', TSMixer = '7488.17', TSMixerx = '7396.38', PatchTST = '7437.13', RNN = '7540.59', GRU = '7567.34', TCN = '7522.83', BiTCN = '7419.43', DilatedRNN = '7523.84', MLP = '7447.05', DLinear = '7465.61', NLinear = '7533.4', TFT = '7406.44', StemGNN = '7344.58', MLPMultivariate = '7230.71', TiDE = '7495.75', DeepNPTS = '7421.88', y = '7527.5' WHERE ds = '2024-04-22 00:00:00' -2024-11-20 10:33:31,470 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-22 00:00:00', NHITS = '7496.98', Informer = '7406.58', LSTM = '7488.83', iTransformer = '7424.42', TSMixer = '7488.17', TSMixerx = '7396.38', PatchTST = '7437.13', RNN = '7540.59', GRU = '7567.34', TCN = '7522.83', BiTCN = '7419.43', DilatedRNN = '7523.84', MLP = '7447.05', DLinear = '7465.61', NLinear = '7533.4', TFT = '7406.44', StemGNN = '7344.58', MLPMultivariate = '7230.71', TiDE = '7495.75', DeepNPTS = '7421.88', y = '7527.5' WHERE ds = '2024-04-22 00:00:00' -2024-11-20 10:33:31,472 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-23 00:00:00', NHITS = '7500.82', Informer = '7452.72', LSTM = '7481.53', iTransformer = '7395.13', TSMixer = '7502.22', TSMixerx = '7423.83', PatchTST = '7450.05', RNN = '7529.01', GRU = '7554.42', TCN = '7525.62', BiTCN = '7422.18', DilatedRNN = '7519.67', MLP = '7474.19', DLinear = '7493.49', NLinear = '7518.56', TFT = '7409.24', StemGNN = '7349.08', MLPMultivariate = '7271.15', TiDE = '7508.02', DeepNPTS = '7407.19', y = '7510.0' WHERE ds = '2024-04-23 00:00:00' -2024-11-20 10:33:31,472 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-23 00:00:00', NHITS = '7500.82', Informer = '7452.72', LSTM = '7481.53', iTransformer = '7395.13', TSMixer = '7502.22', TSMixerx = '7423.83', PatchTST = '7450.05', RNN = '7529.01', GRU = '7554.42', TCN = '7525.62', BiTCN = '7422.18', DilatedRNN = '7519.67', MLP = '7474.19', DLinear = '7493.49', NLinear = '7518.56', TFT = '7409.24', StemGNN = '7349.08', MLPMultivariate = '7271.15', TiDE = '7508.02', DeepNPTS = '7407.19', y = '7510.0' WHERE ds = '2024-04-23 00:00:00' -2024-11-20 10:33:31,474 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-24 00:00:00', NHITS = '7497.27', Informer = '7500.77', LSTM = '7459.8', iTransformer = '7455.1', TSMixer = '7496.63', TSMixerx = '7431.4', PatchTST = '7476.97', RNN = '7509.26', GRU = '7532.07', TCN = '7519.69', BiTCN = '7425.21', DilatedRNN = '7500.56', MLP = '7480.36', DLinear = '7501.79', NLinear = '7492.2', TFT = '7399.97', StemGNN = '7354.25', MLPMultivariate = '7295.49', TiDE = '7501.93', DeepNPTS = '7410.32', y = '7487.5' WHERE ds = '2024-04-24 00:00:00' -2024-11-20 10:33:31,474 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-24 00:00:00', NHITS = '7497.27', Informer = '7500.77', LSTM = '7459.8', iTransformer = '7455.1', TSMixer = '7496.63', TSMixerx = '7431.4', PatchTST = '7476.97', RNN = '7509.26', GRU = '7532.07', TCN = '7519.69', BiTCN = '7425.21', DilatedRNN = '7500.56', MLP = '7480.36', DLinear = '7501.79', NLinear = '7492.2', TFT = '7399.97', StemGNN = '7354.25', MLPMultivariate = '7295.49', TiDE = '7501.93', DeepNPTS = '7410.32', y = '7487.5' WHERE ds = '2024-04-24 00:00:00' -2024-11-20 10:33:31,477 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-25 00:00:00', NHITS = '7494.2', Informer = '7521.97', LSTM = '7429.77', iTransformer = '7471.33', TSMixer = '7478.92', TSMixerx = '7441.51', PatchTST = '7488.24', RNN = '7489.95', GRU = '7505.15', TCN = '7494.85', BiTCN = '7433.35', DilatedRNN = '7474.95', MLP = '7478.76', DLinear = '7484.28', NLinear = '7477.99', TFT = '7392.8', StemGNN = '7358.79', MLPMultivariate = '7279.72', TiDE = '7481.18', DeepNPTS = '7420.67', y = '7487.5' WHERE ds = '2024-04-25 00:00:00' -2024-11-20 10:33:31,477 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-25 00:00:00', NHITS = '7494.2', Informer = '7521.97', LSTM = '7429.77', iTransformer = '7471.33', TSMixer = '7478.92', TSMixerx = '7441.51', PatchTST = '7488.24', RNN = '7489.95', GRU = '7505.15', TCN = '7494.85', BiTCN = '7433.35', DilatedRNN = '7474.95', MLP = '7478.76', DLinear = '7484.28', NLinear = '7477.99', TFT = '7392.8', StemGNN = '7358.79', MLPMultivariate = '7279.72', TiDE = '7481.18', DeepNPTS = '7420.67', y = '7487.5' WHERE ds = '2024-04-25 00:00:00' -2024-11-20 10:33:31,479 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-26 00:00:00', NHITS = '7487.55', Informer = '7493.94', LSTM = '7433.02', iTransformer = '7460.56', TSMixer = '7472.8', TSMixerx = '7448.11', PatchTST = '7513.83', RNN = '7482.12', GRU = '7512.5', TCN = '7489.62', BiTCN = '7445.96', DilatedRNN = '7481.97', MLP = '7489.84', DLinear = '7486.69', NLinear = '7476.71', TFT = '7395.86', StemGNN = '7361.77', MLPMultivariate = '7288.1', TiDE = '7477.9', DeepNPTS = '7450.74', y = '7502.5' WHERE ds = '2024-04-26 00:00:00' -2024-11-20 10:33:31,479 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-26 00:00:00', NHITS = '7487.55', Informer = '7493.94', LSTM = '7433.02', iTransformer = '7460.56', TSMixer = '7472.8', TSMixerx = '7448.11', PatchTST = '7513.83', RNN = '7482.12', GRU = '7512.5', TCN = '7489.62', BiTCN = '7445.96', DilatedRNN = '7481.97', MLP = '7489.84', DLinear = '7486.69', NLinear = '7476.71', TFT = '7395.86', StemGNN = '7361.77', MLPMultivariate = '7288.1', TiDE = '7477.9', DeepNPTS = '7450.74', y = '7502.5' WHERE ds = '2024-04-26 00:00:00' -2024-11-20 10:33:31,481 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-28 00:00:00', NHITS = '7492.31', Informer = '7527.77', LSTM = '7453.0', iTransformer = '7454.06', TSMixer = '7481.64', TSMixerx = '7470.31', PatchTST = '7526.84', RNN = '7501.31', GRU = '7531.63', TCN = '7497.66', BiTCN = '7466.42', DilatedRNN = '7499.28', MLP = '7485.05', DLinear = '7472.34', NLinear = '7496.09', TFT = '7403.69', StemGNN = '7365.99', MLPMultivariate = '7287.76', TiDE = '7486.34', DeepNPTS = '7491.89', y = '7527.5' WHERE ds = '2024-04-28 00:00:00' -2024-11-20 10:33:31,481 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-28 00:00:00', NHITS = '7492.31', Informer = '7527.77', LSTM = '7453.0', iTransformer = '7454.06', TSMixer = '7481.64', TSMixerx = '7470.31', PatchTST = '7526.84', RNN = '7501.31', GRU = '7531.63', TCN = '7497.66', BiTCN = '7466.42', DilatedRNN = '7499.28', MLP = '7485.05', DLinear = '7472.34', NLinear = '7496.09', TFT = '7403.69', StemGNN = '7365.99', MLPMultivariate = '7287.76', TiDE = '7486.34', DeepNPTS = '7491.89', y = '7527.5' WHERE ds = '2024-04-28 00:00:00' -2024-11-20 10:33:31,484 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-29 00:00:00', NHITS = '7498.57', Informer = '7548.47', LSTM = '7486.26', iTransformer = '7431.35', TSMixer = '7495.67', TSMixerx = '7531.22', PatchTST = '7528.19', RNN = '7533.16', GRU = '7564.23', TCN = '7521.28', BiTCN = '7480.11', DilatedRNN = '7535.52', MLP = '7457.69', DLinear = '7502.54', NLinear = '7512.45', TFT = '7415.22', StemGNN = '7369.91', MLPMultivariate = '7304.96', TiDE = '7503.48', DeepNPTS = '7512.67', y = '7537.5' WHERE ds = '2024-04-29 00:00:00' -2024-11-20 10:33:31,484 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-29 00:00:00', NHITS = '7498.57', Informer = '7548.47', LSTM = '7486.26', iTransformer = '7431.35', TSMixer = '7495.67', TSMixerx = '7531.22', PatchTST = '7528.19', RNN = '7533.16', GRU = '7564.23', TCN = '7521.28', BiTCN = '7480.11', DilatedRNN = '7535.52', MLP = '7457.69', DLinear = '7502.54', NLinear = '7512.45', TFT = '7415.22', StemGNN = '7369.91', MLPMultivariate = '7304.96', TiDE = '7503.48', DeepNPTS = '7512.67', y = '7537.5' WHERE ds = '2024-04-29 00:00:00' -2024-11-20 10:33:31,486 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-30 00:00:00', NHITS = '7495.75', Informer = '7592.61', LSTM = '7496.31', iTransformer = '7370.04', TSMixer = '7501.83', TSMixerx = '7521.1', PatchTST = '7525.03', RNN = '7545.76', GRU = '7570.16', TCN = '7542.07', BiTCN = '7482.28', DilatedRNN = '7551.96', MLP = '7438.24', DLinear = '7535.52', NLinear = '7529.03', TFT = '7422.59', StemGNN = '7374.53', MLPMultivariate = '7279.18', TiDE = '7509.82', DeepNPTS = '7520.88', y = '7532.5' WHERE ds = '2024-04-30 00:00:00' -2024-11-20 10:33:31,486 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-30 00:00:00', NHITS = '7495.75', Informer = '7592.61', LSTM = '7496.31', iTransformer = '7370.04', TSMixer = '7501.83', TSMixerx = '7521.1', PatchTST = '7525.03', RNN = '7545.76', GRU = '7570.16', TCN = '7542.07', BiTCN = '7482.28', DilatedRNN = '7551.96', MLP = '7438.24', DLinear = '7535.52', NLinear = '7529.03', TFT = '7422.59', StemGNN = '7374.53', MLPMultivariate = '7279.18', TiDE = '7509.82', DeepNPTS = '7520.88', y = '7532.5' WHERE ds = '2024-04-30 00:00:00' -2024-11-20 10:33:31,489 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-06 00:00:00', NHITS = '7486.98', Informer = '7575.81', LSTM = '7488.82', iTransformer = '7356.33', TSMixer = '7496.14', TSMixerx = '7475.81', PatchTST = '7510.93', RNN = '7539.36', GRU = '7560.82', TCN = '7539.02', BiTCN = '7472.66', DilatedRNN = '7538.92', MLP = '7425.33', DLinear = '7523.91', NLinear = '7531.51', TFT = '7425.09', StemGNN = '7380.07', MLPMultivariate = '7292.73', TiDE = '7510.87', DeepNPTS = '7504.35', y = '7502.5' WHERE ds = '2024-05-06 00:00:00' -2024-11-20 10:33:31,489 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-06 00:00:00', NHITS = '7486.98', Informer = '7575.81', LSTM = '7488.82', iTransformer = '7356.33', TSMixer = '7496.14', TSMixerx = '7475.81', PatchTST = '7510.93', RNN = '7539.36', GRU = '7560.82', TCN = '7539.02', BiTCN = '7472.66', DilatedRNN = '7538.92', MLP = '7425.33', DLinear = '7523.91', NLinear = '7531.51', TFT = '7425.09', StemGNN = '7380.07', MLPMultivariate = '7292.73', TiDE = '7510.87', DeepNPTS = '7504.35', y = '7502.5' WHERE ds = '2024-05-06 00:00:00' -2024-11-20 10:33:31,491 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-07 00:00:00', NHITS = '7459.47', Informer = '7522.92', LSTM = '7446.9', iTransformer = '7293.06', TSMixer = '7472.45', TSMixerx = '7416.02', PatchTST = '7473.61', RNN = '7500.68', GRU = '7517.77', TCN = '7513.82', BiTCN = '7461.0', DilatedRNN = '7495.62', MLP = '7401.71', DLinear = '7499.71', NLinear = '7493.95', TFT = '7423.25', StemGNN = '7385.97', MLPMultivariate = '7269.02', TiDE = '7482.75', DeepNPTS = '7427.8', y = '7475.0' WHERE ds = '2024-05-07 00:00:00' -2024-11-20 10:33:31,491 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-07 00:00:00', NHITS = '7459.47', Informer = '7522.92', LSTM = '7446.9', iTransformer = '7293.06', TSMixer = '7472.45', TSMixerx = '7416.02', PatchTST = '7473.61', RNN = '7500.68', GRU = '7517.77', TCN = '7513.82', BiTCN = '7461.0', DilatedRNN = '7495.62', MLP = '7401.71', DLinear = '7499.71', NLinear = '7493.95', TFT = '7423.25', StemGNN = '7385.97', MLPMultivariate = '7269.02', TiDE = '7482.75', DeepNPTS = '7427.8', y = '7475.0' WHERE ds = '2024-05-07 00:00:00' -2024-11-20 10:33:31,493 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-08 00:00:00', NHITS = '7452.1', Informer = '7498.92', LSTM = '7412.88', iTransformer = '7266.95', TSMixer = '7451.0', TSMixerx = '7393.7', PatchTST = '7456.99', RNN = '7466.12', GRU = '7491.15', TCN = '7492.59', BiTCN = '7451.26', DilatedRNN = '7466.67', MLP = '7400.62', DLinear = '7459.54', NLinear = '7476.41', TFT = '7422.86', StemGNN = '7391.94', MLPMultivariate = '7251.08', TiDE = '7457.2', DeepNPTS = '7413.32', y = '7512.5' WHERE ds = '2024-05-08 00:00:00' -2024-11-20 10:33:31,493 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-08 00:00:00', NHITS = '7452.1', Informer = '7498.92', LSTM = '7412.88', iTransformer = '7266.95', TSMixer = '7451.0', TSMixerx = '7393.7', PatchTST = '7456.99', RNN = '7466.12', GRU = '7491.15', TCN = '7492.59', BiTCN = '7451.26', DilatedRNN = '7466.67', MLP = '7400.62', DLinear = '7459.54', NLinear = '7476.41', TFT = '7422.86', StemGNN = '7391.94', MLPMultivariate = '7251.08', TiDE = '7457.2', DeepNPTS = '7413.32', y = '7512.5' WHERE ds = '2024-05-08 00:00:00' -2024-11-20 10:33:31,495 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-09 00:00:00', NHITS = '7507.17', Informer = '7481.83', LSTM = '7470.25', iTransformer = '7276.28', TSMixer = '7474.45', TSMixerx = '7402.05', PatchTST = '7487.83', RNN = '7516.03', GRU = '7551.66', TCN = '7514.2', BiTCN = '7457.1', DilatedRNN = '7515.92', MLP = '7427.3', DLinear = '7461.2', NLinear = '7499.92', TFT = '7434.42', StemGNN = '7398.46', MLPMultivariate = '7258.22', TiDE = '7479.38', DeepNPTS = '7489.75', y = '7505.0' WHERE ds = '2024-05-09 00:00:00' -2024-11-20 10:33:31,495 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-09 00:00:00', NHITS = '7507.17', Informer = '7481.83', LSTM = '7470.25', iTransformer = '7276.28', TSMixer = '7474.45', TSMixerx = '7402.05', PatchTST = '7487.83', RNN = '7516.03', GRU = '7551.66', TCN = '7514.2', BiTCN = '7457.1', DilatedRNN = '7515.92', MLP = '7427.3', DLinear = '7461.2', NLinear = '7499.92', TFT = '7434.42', StemGNN = '7398.46', MLPMultivariate = '7258.22', TiDE = '7479.38', DeepNPTS = '7489.75', y = '7505.0' WHERE ds = '2024-05-09 00:00:00' -2024-11-20 10:33:31,497 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-10 00:00:00', NHITS = '7513.2', Informer = '7490.87', LSTM = '7449.28', iTransformer = '7300.66', TSMixer = '7485.6', TSMixerx = '7421.4', PatchTST = '7469.69', RNN = '7498.91', GRU = '7523.2', TCN = '7512.77', BiTCN = '7449.59', DilatedRNN = '7501.96', MLP = '7431.21', DLinear = '7468.93', NLinear = '7501.23', TFT = '7437.45', StemGNN = '7405.6', MLPMultivariate = '7252.87', TiDE = '7475.75', DeepNPTS = '7494.29', y = '7477.5' WHERE ds = '2024-05-10 00:00:00' -2024-11-20 10:33:31,497 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-10 00:00:00', NHITS = '7513.2', Informer = '7490.87', LSTM = '7449.28', iTransformer = '7300.66', TSMixer = '7485.6', TSMixerx = '7421.4', PatchTST = '7469.69', RNN = '7498.91', GRU = '7523.2', TCN = '7512.77', BiTCN = '7449.59', DilatedRNN = '7501.96', MLP = '7431.21', DLinear = '7468.93', NLinear = '7501.23', TFT = '7437.45', StemGNN = '7405.6', MLPMultivariate = '7252.87', TiDE = '7475.75', DeepNPTS = '7494.29', y = '7477.5' WHERE ds = '2024-05-10 00:00:00' -2024-11-20 10:33:31,499 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-11 00:00:00', NHITS = '7483.99', Informer = '7472.65', LSTM = '7416.67', iTransformer = '7318.22', TSMixer = '7474.62', TSMixerx = '7444.24', PatchTST = '7451.12', RNN = '7474.21', GRU = '7495.17', TCN = '7500.56', BiTCN = '7435.79', DilatedRNN = '7469.77', MLP = '7434.19', DLinear = '7468.85', NLinear = '7475.62', TFT = '7438.88', StemGNN = '7412.61', MLPMultivariate = '7258.36', TiDE = '7463.97', DeepNPTS = '7463.24', y = '7475.0' WHERE ds = '2024-05-11 00:00:00' -2024-11-20 10:33:31,499 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-11 00:00:00', NHITS = '7483.99', Informer = '7472.65', LSTM = '7416.67', iTransformer = '7318.22', TSMixer = '7474.62', TSMixerx = '7444.24', PatchTST = '7451.12', RNN = '7474.21', GRU = '7495.17', TCN = '7500.56', BiTCN = '7435.79', DilatedRNN = '7469.77', MLP = '7434.19', DLinear = '7468.85', NLinear = '7475.62', TFT = '7438.88', StemGNN = '7412.61', MLPMultivariate = '7258.36', TiDE = '7463.97', DeepNPTS = '7463.24', y = '7475.0' WHERE ds = '2024-05-11 00:00:00' -2024-11-20 10:33:31,502 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-13 00:00:00', NHITS = '7492.02', Informer = '7469.96', LSTM = '7417.52', iTransformer = '7332.23', TSMixer = '7473.29', TSMixerx = '7459.2', PatchTST = '7460.44', RNN = '7485.61', GRU = '7499.11', TCN = '7486.36', BiTCN = '7435.56', DilatedRNN = '7462.95', MLP = '7449.81', DLinear = '7487.18', NLinear = '7477.07', TFT = '7448.36', StemGNN = '7419.8', MLPMultivariate = '7278.9', TiDE = '7470.81', DeepNPTS = '7462.39', y = '7485.0' WHERE ds = '2024-05-13 00:00:00' -2024-11-20 10:33:31,502 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-13 00:00:00', NHITS = '7492.02', Informer = '7469.96', LSTM = '7417.52', iTransformer = '7332.23', TSMixer = '7473.29', TSMixerx = '7459.2', PatchTST = '7460.44', RNN = '7485.61', GRU = '7499.11', TCN = '7486.36', BiTCN = '7435.56', DilatedRNN = '7462.95', MLP = '7449.81', DLinear = '7487.18', NLinear = '7477.07', TFT = '7448.36', StemGNN = '7419.8', MLPMultivariate = '7278.9', TiDE = '7470.81', DeepNPTS = '7462.39', y = '7485.0' WHERE ds = '2024-05-13 00:00:00' -2024-11-20 10:33:31,505 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-14 00:00:00', NHITS = '7485.84', Informer = '7471.29', LSTM = '7430.62', iTransformer = '7342.64', TSMixer = '7479.87', TSMixerx = '7489.41', PatchTST = '7462.96', RNN = '7479.66', GRU = '7511.71', TCN = '7483.63', BiTCN = '7457.97', DilatedRNN = '7468.02', MLP = '7482.82', DLinear = '7489.58', NLinear = '7495.8', TFT = '7450.75', StemGNN = '7428.02', MLPMultivariate = '7325.6', TiDE = '7475.31', DeepNPTS = '7470.97', y = '7507.5' WHERE ds = '2024-05-14 00:00:00' -2024-11-20 10:33:31,505 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-14 00:00:00', NHITS = '7485.84', Informer = '7471.29', LSTM = '7430.62', iTransformer = '7342.64', TSMixer = '7479.87', TSMixerx = '7489.41', PatchTST = '7462.96', RNN = '7479.66', GRU = '7511.71', TCN = '7483.63', BiTCN = '7457.97', DilatedRNN = '7468.02', MLP = '7482.82', DLinear = '7489.58', NLinear = '7495.8', TFT = '7450.75', StemGNN = '7428.02', MLPMultivariate = '7325.6', TiDE = '7475.31', DeepNPTS = '7470.97', y = '7507.5' WHERE ds = '2024-05-14 00:00:00' -2024-11-20 10:33:31,507 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-15 00:00:00', NHITS = '7494.66', Informer = '7527.76', LSTM = '7462.12', iTransformer = '7357.79', TSMixer = '7498.05', TSMixerx = '7496.8', PatchTST = '7487.66', RNN = '7508.05', GRU = '7541.39', TCN = '7503.29', BiTCN = '7486.74', DilatedRNN = '7493.37', MLP = '7518.69', DLinear = '7500.46', NLinear = '7501.49', TFT = '7471.96', StemGNN = '7432.85', MLPMultivariate = '7329.11', TiDE = '7495.48', DeepNPTS = '7474.04', y = '7510.0' WHERE ds = '2024-05-15 00:00:00' -2024-11-20 10:33:31,507 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-15 00:00:00', NHITS = '7494.66', Informer = '7527.76', LSTM = '7462.12', iTransformer = '7357.79', TSMixer = '7498.05', TSMixerx = '7496.8', PatchTST = '7487.66', RNN = '7508.05', GRU = '7541.39', TCN = '7503.29', BiTCN = '7486.74', DilatedRNN = '7493.37', MLP = '7518.69', DLinear = '7500.46', NLinear = '7501.49', TFT = '7471.96', StemGNN = '7432.85', MLPMultivariate = '7329.11', TiDE = '7495.48', DeepNPTS = '7474.04', y = '7510.0' WHERE ds = '2024-05-15 00:00:00' -2024-11-20 10:33:31,509 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-16 00:00:00', NHITS = '7486.32', Informer = '7547.16', LSTM = '7461.93', iTransformer = '7375.92', TSMixer = '7505.98', TSMixerx = '7500.59', PatchTST = '7506.94', RNN = '7517.17', GRU = '7536.9', TCN = '7516.66', BiTCN = '7504.73', DilatedRNN = '7500.54', MLP = '7524.96', DLinear = '7515.96', NLinear = '7497.25', TFT = '7475.93', StemGNN = '7436.31', MLPMultivariate = '7369.26', TiDE = '7509.39', DeepNPTS = '7487.81', y = '7525.0' WHERE ds = '2024-05-16 00:00:00' -2024-11-20 10:33:31,509 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-16 00:00:00', NHITS = '7486.32', Informer = '7547.16', LSTM = '7461.93', iTransformer = '7375.92', TSMixer = '7505.98', TSMixerx = '7500.59', PatchTST = '7506.94', RNN = '7517.17', GRU = '7536.9', TCN = '7516.66', BiTCN = '7504.73', DilatedRNN = '7500.54', MLP = '7524.96', DLinear = '7515.96', NLinear = '7497.25', TFT = '7475.93', StemGNN = '7436.31', MLPMultivariate = '7369.26', TiDE = '7509.39', DeepNPTS = '7487.81', y = '7525.0' WHERE ds = '2024-05-16 00:00:00' -2024-11-20 10:33:31,511 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-17 00:00:00', NHITS = '7495.27', Informer = '7547.66', LSTM = '7484.75', iTransformer = '7363.66', TSMixer = '7512.85', TSMixerx = '7512.16', PatchTST = '7527.19', RNN = '7534.39', GRU = '7561.08', TCN = '7537.95', BiTCN = '7517.79', DilatedRNN = '7529.81', MLP = '7511.87', DLinear = '7526.4', NLinear = '7519.39', TFT = '7487.89', StemGNN = '7438.31', MLPMultivariate = '7337.0', TiDE = '7520.01', DeepNPTS = '7495.98', y = '7587.5' WHERE ds = '2024-05-17 00:00:00' -2024-11-20 10:33:31,511 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-17 00:00:00', NHITS = '7495.27', Informer = '7547.66', LSTM = '7484.75', iTransformer = '7363.66', TSMixer = '7512.85', TSMixerx = '7512.16', PatchTST = '7527.19', RNN = '7534.39', GRU = '7561.08', TCN = '7537.95', BiTCN = '7517.79', DilatedRNN = '7529.81', MLP = '7511.87', DLinear = '7526.4', NLinear = '7519.39', TFT = '7487.89', StemGNN = '7438.31', MLPMultivariate = '7337.0', TiDE = '7520.01', DeepNPTS = '7495.98', y = '7587.5' WHERE ds = '2024-05-17 00:00:00' -2024-11-20 10:33:31,513 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-20 00:00:00', NHITS = '7560.91', Informer = '7627.52', LSTM = '7571.38', iTransformer = '7382.25', TSMixer = '7551.36', TSMixerx = '7540.14', PatchTST = '7599.44', RNN = '7615.53', GRU = '7644.78', TCN = '7640.54', BiTCN = '7541.9', DilatedRNN = '7609.56', MLP = '7537.17', DLinear = '7538.88', NLinear = '7591.33', TFT = '7608.87', StemGNN = '7440.06', MLPMultivariate = '7344.79', TiDE = '7572.66', DeepNPTS = '7580.6', y = '7670.0' WHERE ds = '2024-05-20 00:00:00' -2024-11-20 10:33:31,513 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-20 00:00:00', NHITS = '7560.91', Informer = '7627.52', LSTM = '7571.38', iTransformer = '7382.25', TSMixer = '7551.36', TSMixerx = '7540.14', PatchTST = '7599.44', RNN = '7615.53', GRU = '7644.78', TCN = '7640.54', BiTCN = '7541.9', DilatedRNN = '7609.56', MLP = '7537.17', DLinear = '7538.88', NLinear = '7591.33', TFT = '7608.87', StemGNN = '7440.06', MLPMultivariate = '7344.79', TiDE = '7572.66', DeepNPTS = '7580.6', y = '7670.0' WHERE ds = '2024-05-20 00:00:00' -2024-11-20 10:33:31,516 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-21 00:00:00', NHITS = '7658.46', Informer = '7702.18', LSTM = '7684.89', iTransformer = '7412.29', TSMixer = '7615.56', TSMixerx = '7572.75', PatchTST = '7679.05', RNN = '7723.06', GRU = '7740.26', TCN = '7767.59', BiTCN = '7554.82', DilatedRNN = '7719.04', MLP = '7600.38', DLinear = '7599.58', NLinear = '7671.84', TFT = '7656.84', StemGNN = '7442.83', MLPMultivariate = '7387.49', TiDE = '7645.65', DeepNPTS = '7667.59', y = '7677.5' WHERE ds = '2024-05-21 00:00:00' -2024-11-20 10:33:31,516 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-21 00:00:00', NHITS = '7658.46', Informer = '7702.18', LSTM = '7684.89', iTransformer = '7412.29', TSMixer = '7615.56', TSMixerx = '7572.75', PatchTST = '7679.05', RNN = '7723.06', GRU = '7740.26', TCN = '7767.59', BiTCN = '7554.82', DilatedRNN = '7719.04', MLP = '7600.38', DLinear = '7599.58', NLinear = '7671.84', TFT = '7656.84', StemGNN = '7442.83', MLPMultivariate = '7387.49', TiDE = '7645.65', DeepNPTS = '7667.59', y = '7677.5' WHERE ds = '2024-05-21 00:00:00' -2024-11-20 10:33:31,519 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-22 00:00:00', NHITS = '7658.66', Informer = '7694.97', LSTM = '7674.66', iTransformer = '7429.14', TSMixer = '7638.08', TSMixerx = '7568.24', PatchTST = '7632.54', RNN = '7712.51', GRU = '7717.9', TCN = '7771.7', BiTCN = '7542.16', DilatedRNN = '7724.91', MLP = '7588.67', DLinear = '7629.96', NLinear = '7679.33', TFT = '7656.76', StemGNN = '7446.85', MLPMultivariate = '7412.06', TiDE = '7659.85', DeepNPTS = '7672.34', y = '7677.5' WHERE ds = '2024-05-22 00:00:00' -2024-11-20 10:33:31,519 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-22 00:00:00', NHITS = '7658.66', Informer = '7694.97', LSTM = '7674.66', iTransformer = '7429.14', TSMixer = '7638.08', TSMixerx = '7568.24', PatchTST = '7632.54', RNN = '7712.51', GRU = '7717.9', TCN = '7771.7', BiTCN = '7542.16', DilatedRNN = '7724.91', MLP = '7588.67', DLinear = '7629.96', NLinear = '7679.33', TFT = '7656.76', StemGNN = '7446.85', MLPMultivariate = '7412.06', TiDE = '7659.85', DeepNPTS = '7672.34', y = '7677.5' WHERE ds = '2024-05-22 00:00:00' -2024-11-20 10:33:31,521 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-23 00:00:00', NHITS = '7642.4', Informer = '7676.73', LSTM = '7676.06', iTransformer = '7435.77', TSMixer = '7634.23', TSMixerx = '7552.03', PatchTST = '7612.69', RNN = '7712.66', GRU = '7718.55', TCN = '7767.44', BiTCN = '7536.28', DilatedRNN = '7722.24', MLP = '7566.67', DLinear = '7651.84', NLinear = '7671.41', TFT = '7581.26', StemGNN = '7452.62', MLPMultivariate = '7439.62', TiDE = '7656.34', DeepNPTS = '7653.24', y = '7645.0' WHERE ds = '2024-05-23 00:00:00' -2024-11-20 10:33:31,521 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-23 00:00:00', NHITS = '7642.4', Informer = '7676.73', LSTM = '7676.06', iTransformer = '7435.77', TSMixer = '7634.23', TSMixerx = '7552.03', PatchTST = '7612.69', RNN = '7712.66', GRU = '7718.55', TCN = '7767.44', BiTCN = '7536.28', DilatedRNN = '7722.24', MLP = '7566.67', DLinear = '7651.84', NLinear = '7671.41', TFT = '7581.26', StemGNN = '7452.62', MLPMultivariate = '7439.62', TiDE = '7656.34', DeepNPTS = '7653.24', y = '7645.0' WHERE ds = '2024-05-23 00:00:00' -2024-11-20 10:33:31,524 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-24 00:00:00', NHITS = '7609.85', Informer = '7677.56', LSTM = '7617.06', iTransformer = '7413.75', TSMixer = '7605.9', TSMixerx = '7513.65', PatchTST = '7579.41', RNN = '7654.46', GRU = '7660.86', TCN = '7738.27', BiTCN = '7534.54', DilatedRNN = '7674.64', MLP = '7539.22', DLinear = '7650.42', NLinear = '7640.53', TFT = '7529.25', StemGNN = '7459.19', MLPMultivariate = '7459.08', TiDE = '7620.13', DeepNPTS = '7598.74', y = '7630.0' WHERE ds = '2024-05-24 00:00:00' -2024-11-20 10:33:31,524 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-24 00:00:00', NHITS = '7609.85', Informer = '7677.56', LSTM = '7617.06', iTransformer = '7413.75', TSMixer = '7605.9', TSMixerx = '7513.65', PatchTST = '7579.41', RNN = '7654.46', GRU = '7660.86', TCN = '7738.27', BiTCN = '7534.54', DilatedRNN = '7674.64', MLP = '7539.22', DLinear = '7650.42', NLinear = '7640.53', TFT = '7529.25', StemGNN = '7459.19', MLPMultivariate = '7459.08', TiDE = '7620.13', DeepNPTS = '7598.74', y = '7630.0' WHERE ds = '2024-05-24 00:00:00' -2024-11-20 10:33:31,526 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-27 00:00:00', NHITS = '7602.61', Informer = '7604.74', LSTM = '7602.11', iTransformer = '7442.68', TSMixer = '7591.02', TSMixerx = '7509.58', PatchTST = '7585.75', RNN = '7619.81', GRU = '7655.25', TCN = '7679.82', BiTCN = '7535.6', DilatedRNN = '7648.6', MLP = '7529.26', DLinear = '7610.52', NLinear = '7622.08', TFT = '7536.4', StemGNN = '7467.0', MLPMultivariate = '7448.39', TiDE = '7606.81', DeepNPTS = '7607.49', y = '7650.0' WHERE ds = '2024-05-27 00:00:00' -2024-11-20 10:33:31,526 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-27 00:00:00', NHITS = '7602.61', Informer = '7604.74', LSTM = '7602.11', iTransformer = '7442.68', TSMixer = '7591.02', TSMixerx = '7509.58', PatchTST = '7585.75', RNN = '7619.81', GRU = '7655.25', TCN = '7679.82', BiTCN = '7535.6', DilatedRNN = '7648.6', MLP = '7529.26', DLinear = '7610.52', NLinear = '7622.08', TFT = '7536.4', StemGNN = '7467.0', MLPMultivariate = '7448.39', TiDE = '7606.81', DeepNPTS = '7607.49', y = '7650.0' WHERE ds = '2024-05-27 00:00:00' -2024-11-20 10:33:31,529 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-28 00:00:00', NHITS = '7621.53', Informer = '7579.11', LSTM = '7632.67', iTransformer = '7460.22', TSMixer = '7604.76', TSMixerx = '7536.8', PatchTST = '7604.37', RNN = '7666.65', GRU = '7688.61', TCN = '7713.19', BiTCN = '7536.61', DilatedRNN = '7676.49', MLP = '7535.3', DLinear = '7602.96', NLinear = '7628.69', TFT = '7561.36', StemGNN = '7475.23', MLPMultivariate = '7472.05', TiDE = '7623.2', DeepNPTS = '7637.36', y = '7690.0' WHERE ds = '2024-05-28 00:00:00' -2024-11-20 10:33:31,529 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-28 00:00:00', NHITS = '7621.53', Informer = '7579.11', LSTM = '7632.67', iTransformer = '7460.22', TSMixer = '7604.76', TSMixerx = '7536.8', PatchTST = '7604.37', RNN = '7666.65', GRU = '7688.61', TCN = '7713.19', BiTCN = '7536.61', DilatedRNN = '7676.49', MLP = '7535.3', DLinear = '7602.96', NLinear = '7628.69', TFT = '7561.36', StemGNN = '7475.23', MLPMultivariate = '7472.05', TiDE = '7623.2', DeepNPTS = '7637.36', y = '7690.0' WHERE ds = '2024-05-28 00:00:00' -2024-11-20 10:33:31,531 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-29 00:00:00', NHITS = '7660.31', Informer = '7564.95', LSTM = '7690.2', iTransformer = '7542.13', TSMixer = '7642.38', TSMixerx = '7556.52', PatchTST = '7635.98', RNN = '7722.5', GRU = '7740.62', TCN = '7758.82', BiTCN = '7553.88', DilatedRNN = '7726.35', MLP = '7564.89', DLinear = '7633.76', NLinear = '7662.29', TFT = '7584.71', StemGNN = '7483.88', MLPMultivariate = '7537.41', TiDE = '7655.15', DeepNPTS = '7643.97', y = '7690.0' WHERE ds = '2024-05-29 00:00:00' -2024-11-20 10:33:31,531 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-29 00:00:00', NHITS = '7660.31', Informer = '7564.95', LSTM = '7690.2', iTransformer = '7542.13', TSMixer = '7642.38', TSMixerx = '7556.52', PatchTST = '7635.98', RNN = '7722.5', GRU = '7740.62', TCN = '7758.82', BiTCN = '7553.88', DilatedRNN = '7726.35', MLP = '7564.89', DLinear = '7633.76', NLinear = '7662.29', TFT = '7584.71', StemGNN = '7483.88', MLPMultivariate = '7537.41', TiDE = '7655.15', DeepNPTS = '7643.97', y = '7690.0' WHERE ds = '2024-05-29 00:00:00' -2024-11-20 10:33:31,533 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-30 00:00:00', NHITS = '7659.5', Informer = '7553.99', LSTM = '7679.95', iTransformer = '7592.99', TSMixer = '7652.8', TSMixerx = '7541.2', PatchTST = '7625.44', RNN = '7716.96', GRU = '7723.41', TCN = '7779.81', BiTCN = '7572.33', DilatedRNN = '7718.33', MLP = '7566.44', DLinear = '7647.5', NLinear = '7675.07', TFT = '7605.57', StemGNN = '7492.21', MLPMultivariate = '7596.18', TiDE = '7666.5', DeepNPTS = '7566.29', y = '7716.67' WHERE ds = '2024-05-30 00:00:00' -2024-11-20 10:33:31,533 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-30 00:00:00', NHITS = '7659.5', Informer = '7553.99', LSTM = '7679.95', iTransformer = '7592.99', TSMixer = '7652.8', TSMixerx = '7541.2', PatchTST = '7625.44', RNN = '7716.96', GRU = '7723.41', TCN = '7779.81', BiTCN = '7572.33', DilatedRNN = '7718.33', MLP = '7566.44', DLinear = '7647.5', NLinear = '7675.07', TFT = '7605.57', StemGNN = '7492.21', MLPMultivariate = '7596.18', TiDE = '7666.5', DeepNPTS = '7566.29', y = '7716.67' WHERE ds = '2024-05-30 00:00:00' -2024-11-20 10:33:31,537 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-31 00:00:00', NHITS = '7676.04', Informer = '7592.94', LSTM = '7721.02', iTransformer = '7620.88', TSMixer = '7669.84', TSMixerx = '7558.63', PatchTST = '7640.45', RNN = '7755.05', GRU = '7767.45', TCN = '7825.41', BiTCN = '7589.97', DilatedRNN = '7745.55', MLP = '7604.26', DLinear = '7679.07', NLinear = '7714.9', TFT = '7641.48', StemGNN = '7499.87', MLPMultivariate = '7620.5', TiDE = '7694.39', DeepNPTS = '7561.95', y = '7740.0' WHERE ds = '2024-05-31 00:00:00' -2024-11-20 10:33:31,537 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-31 00:00:00', NHITS = '7676.04', Informer = '7592.94', LSTM = '7721.02', iTransformer = '7620.88', TSMixer = '7669.84', TSMixerx = '7558.63', PatchTST = '7640.45', RNN = '7755.05', GRU = '7767.45', TCN = '7825.41', BiTCN = '7589.97', DilatedRNN = '7745.55', MLP = '7604.26', DLinear = '7679.07', NLinear = '7714.9', TFT = '7641.48', StemGNN = '7499.87', MLPMultivariate = '7620.5', TiDE = '7694.39', DeepNPTS = '7561.95', y = '7740.0' WHERE ds = '2024-05-31 00:00:00' -2024-11-20 10:33:31,539 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-03 00:00:00', NHITS = '7690.19', Informer = '7602.5', LSTM = '7744.59', iTransformer = '7643.27', TSMixer = '7692.21', TSMixerx = '7576.14', PatchTST = '7643.83', RNN = '7774.9', GRU = '7783.75', TCN = '7838.53', BiTCN = '7598.89', DilatedRNN = '7768.8', MLP = '7652.97', DLinear = '7688.61', NLinear = '7744.76', TFT = '7658.11', StemGNN = '7507.05', MLPMultivariate = '7660.01', TiDE = '7713.29', DeepNPTS = '7635.55', y = '7720.0' WHERE ds = '2024-06-03 00:00:00' -2024-11-20 10:33:31,539 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-03 00:00:00', NHITS = '7690.19', Informer = '7602.5', LSTM = '7744.59', iTransformer = '7643.27', TSMixer = '7692.21', TSMixerx = '7576.14', PatchTST = '7643.83', RNN = '7774.9', GRU = '7783.75', TCN = '7838.53', BiTCN = '7598.89', DilatedRNN = '7768.8', MLP = '7652.97', DLinear = '7688.61', NLinear = '7744.76', TFT = '7658.11', StemGNN = '7507.05', MLPMultivariate = '7660.01', TiDE = '7713.29', DeepNPTS = '7635.55', y = '7720.0' WHERE ds = '2024-06-03 00:00:00' -2024-11-20 10:33:31,541 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-04 00:00:00', NHITS = '7676.58', Informer = '7604.72', LSTM = '7709.75', iTransformer = '7625.74', TSMixer = '7686.42', TSMixerx = '7586.88', PatchTST = '7633.54', RNN = '7732.22', GRU = '7745.49', TCN = '7822.4', BiTCN = '7601.66', DilatedRNN = '7739.83', MLP = '7638.93', DLinear = '7670.32', NLinear = '7704.17', TFT = '7640.85', StemGNN = '7512.9', MLPMultivariate = '7624.79', TiDE = '7702.71', DeepNPTS = '7650.31', y = '7650.0' WHERE ds = '2024-06-04 00:00:00' -2024-11-20 10:33:31,541 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-04 00:00:00', NHITS = '7676.58', Informer = '7604.72', LSTM = '7709.75', iTransformer = '7625.74', TSMixer = '7686.42', TSMixerx = '7586.88', PatchTST = '7633.54', RNN = '7732.22', GRU = '7745.49', TCN = '7822.4', BiTCN = '7601.66', DilatedRNN = '7739.83', MLP = '7638.93', DLinear = '7670.32', NLinear = '7704.17', TFT = '7640.85', StemGNN = '7512.9', MLPMultivariate = '7624.79', TiDE = '7702.71', DeepNPTS = '7650.31', y = '7650.0' WHERE ds = '2024-06-04 00:00:00' -2024-11-20 10:33:31,544 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-05 00:00:00', NHITS = '7617.42', Informer = '7585.56', LSTM = '7608.16', iTransformer = '7521.1', TSMixer = '7636.97', TSMixerx = '7592.04', PatchTST = '7619.76', RNN = '7642.54', GRU = '7645.94', TCN = '7710.69', BiTCN = '7592.1', DilatedRNN = '7655.94', MLP = '7600.55', DLinear = '7656.55', NLinear = '7622.66', TFT = '7582.8', StemGNN = '7516.58', MLPMultivariate = '7580.1', TiDE = '7640.7', DeepNPTS = '7558.49', y = '7620.0' WHERE ds = '2024-06-05 00:00:00' -2024-11-20 10:33:31,544 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-05 00:00:00', NHITS = '7617.42', Informer = '7585.56', LSTM = '7608.16', iTransformer = '7521.1', TSMixer = '7636.97', TSMixerx = '7592.04', PatchTST = '7619.76', RNN = '7642.54', GRU = '7645.94', TCN = '7710.69', BiTCN = '7592.1', DilatedRNN = '7655.94', MLP = '7600.55', DLinear = '7656.55', NLinear = '7622.66', TFT = '7582.8', StemGNN = '7516.58', MLPMultivariate = '7580.1', TiDE = '7640.7', DeepNPTS = '7558.49', y = '7620.0' WHERE ds = '2024-06-05 00:00:00' -2024-11-20 10:33:31,546 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-06 00:00:00', NHITS = '7627.55', Informer = '7601.65', LSTM = '7581.97', iTransformer = '7498.69', TSMixer = '7602.71', TSMixerx = '7600.4', PatchTST = '7617.53', RNN = '7613.13', GRU = '7635.79', TCN = '7570.58', BiTCN = '7579.57', DilatedRNN = '7631.12', MLP = '7591.91', DLinear = '7629.57', NLinear = '7600.04', TFT = '7577.28', StemGNN = '7519.33', MLPMultivariate = '7549.89', TiDE = '7594.44', DeepNPTS = '7584.87', y = '7600.0' WHERE ds = '2024-06-06 00:00:00' -2024-11-20 10:33:31,546 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-06 00:00:00', NHITS = '7627.55', Informer = '7601.65', LSTM = '7581.97', iTransformer = '7498.69', TSMixer = '7602.71', TSMixerx = '7600.4', PatchTST = '7617.53', RNN = '7613.13', GRU = '7635.79', TCN = '7570.58', BiTCN = '7579.57', DilatedRNN = '7631.12', MLP = '7591.91', DLinear = '7629.57', NLinear = '7600.04', TFT = '7577.28', StemGNN = '7519.33', MLPMultivariate = '7549.89', TiDE = '7594.44', DeepNPTS = '7584.87', y = '7600.0' WHERE ds = '2024-06-06 00:00:00' -2024-11-20 10:33:31,549 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-07 00:00:00', NHITS = '7620.12', Informer = '7576.07', LSTM = '7555.8', iTransformer = '7496.98', TSMixer = '7587.86', TSMixerx = '7584.3', PatchTST = '7616.1', RNN = '7584.17', GRU = '7614.55', TCN = '7535.23', BiTCN = '7568.33', DilatedRNN = '7605.75', MLP = '7595.99', DLinear = '7578.05', NLinear = '7587.0', TFT = '7574.39', StemGNN = '7522.1', MLPMultivariate = '7512.69', TiDE = '7578.68', DeepNPTS = '7597.59', y = '7606.67' WHERE ds = '2024-06-07 00:00:00' -2024-11-20 10:33:31,549 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-07 00:00:00', NHITS = '7620.12', Informer = '7576.07', LSTM = '7555.8', iTransformer = '7496.98', TSMixer = '7587.86', TSMixerx = '7584.3', PatchTST = '7616.1', RNN = '7584.17', GRU = '7614.55', TCN = '7535.23', BiTCN = '7568.33', DilatedRNN = '7605.75', MLP = '7595.99', DLinear = '7578.05', NLinear = '7587.0', TFT = '7574.39', StemGNN = '7522.1', MLPMultivariate = '7512.69', TiDE = '7578.68', DeepNPTS = '7597.59', y = '7606.67' WHERE ds = '2024-06-07 00:00:00' -2024-11-20 10:33:31,552 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-11 00:00:00', NHITS = '7615.42', Informer = '7561.42', LSTM = '7572.2', iTransformer = '7494.23', TSMixer = '7592.89', TSMixerx = '7608.43', PatchTST = '7623.98', RNN = '7598.93', GRU = '7636.73', TCN = '7560.02', BiTCN = '7573.55', DilatedRNN = '7615.37', MLP = '7596.81', DLinear = '7575.98', NLinear = '7597.5', TFT = '7578.83', StemGNN = '7525.05', MLPMultivariate = '7527.02', TiDE = '7589.47', DeepNPTS = '7608.48', y = '7620.0' WHERE ds = '2024-06-11 00:00:00' -2024-11-20 10:33:31,552 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-11 00:00:00', NHITS = '7615.42', Informer = '7561.42', LSTM = '7572.2', iTransformer = '7494.23', TSMixer = '7592.89', TSMixerx = '7608.43', PatchTST = '7623.98', RNN = '7598.93', GRU = '7636.73', TCN = '7560.02', BiTCN = '7573.55', DilatedRNN = '7615.37', MLP = '7596.81', DLinear = '7575.98', NLinear = '7597.5', TFT = '7578.83', StemGNN = '7525.05', MLPMultivariate = '7527.02', TiDE = '7589.47', DeepNPTS = '7608.48', y = '7620.0' WHERE ds = '2024-06-11 00:00:00' -2024-11-20 10:33:31,554 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-12 00:00:00', NHITS = '7611.62', Informer = '7553.93', LSTM = '7591.31', iTransformer = '7496.85', TSMixer = '7606.43', TSMixerx = '7639.72', PatchTST = '7624.18', RNN = '7636.33', GRU = '7654.1', TCN = '7637.44', BiTCN = '7589.62', DilatedRNN = '7633.55', MLP = '7569.36', DLinear = '7605.97', NLinear = '7609.05', TFT = '7591.22', StemGNN = '7527.96', MLPMultivariate = '7539.77', TiDE = '7601.45', DeepNPTS = '7616.41', y = '7673.33' WHERE ds = '2024-06-12 00:00:00' -2024-11-20 10:33:31,554 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-12 00:00:00', NHITS = '7611.62', Informer = '7553.93', LSTM = '7591.31', iTransformer = '7496.85', TSMixer = '7606.43', TSMixerx = '7639.72', PatchTST = '7624.18', RNN = '7636.33', GRU = '7654.1', TCN = '7637.44', BiTCN = '7589.62', DilatedRNN = '7633.55', MLP = '7569.36', DLinear = '7605.97', NLinear = '7609.05', TFT = '7591.22', StemGNN = '7527.96', MLPMultivariate = '7539.77', TiDE = '7601.45', DeepNPTS = '7616.41', y = '7673.33' WHERE ds = '2024-06-12 00:00:00' -2024-11-20 10:33:31,557 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-13 00:00:00', NHITS = '7655.61', Informer = '7603.46', LSTM = '7674.73', iTransformer = '7519.39', TSMixer = '7641.07', TSMixerx = '7638.81', PatchTST = '7672.45', RNN = '7713.7', GRU = '7731.49', TCN = '7805.59', BiTCN = '7621.73', DilatedRNN = '7705.76', MLP = '7603.03', DLinear = '7659.96', NLinear = '7673.02', TFT = '7621.81', StemGNN = '7532.56', MLPMultivariate = '7584.4', TiDE = '7645.12', DeepNPTS = '7648.14', y = '7690.0' WHERE ds = '2024-06-13 00:00:00' -2024-11-20 10:33:31,557 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-13 00:00:00', NHITS = '7655.61', Informer = '7603.46', LSTM = '7674.73', iTransformer = '7519.39', TSMixer = '7641.07', TSMixerx = '7638.81', PatchTST = '7672.45', RNN = '7713.7', GRU = '7731.49', TCN = '7805.59', BiTCN = '7621.73', DilatedRNN = '7705.76', MLP = '7603.03', DLinear = '7659.96', NLinear = '7673.02', TFT = '7621.81', StemGNN = '7532.56', MLPMultivariate = '7584.4', TiDE = '7645.12', DeepNPTS = '7648.14', y = '7690.0' WHERE ds = '2024-06-13 00:00:00' -2024-11-20 10:33:31,559 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-14 00:00:00', NHITS = '7662.58', Informer = '7670.16', LSTM = '7685.94', iTransformer = '7575.84', TSMixer = '7660.44', TSMixerx = '7647.96', PatchTST = '7682.6', RNN = '7725.29', GRU = '7731.85', TCN = '7828.61', BiTCN = '7646.61', DilatedRNN = '7720.59', MLP = '7639.52', DLinear = '7679.22', NLinear = '7692.25', TFT = '7660.54', StemGNN = '7536.97', MLPMultivariate = '7625.65', TiDE = '7665.64', DeepNPTS = '7660.87', y = '7690.0' WHERE ds = '2024-06-14 00:00:00' -2024-11-20 10:33:31,559 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-14 00:00:00', NHITS = '7662.58', Informer = '7670.16', LSTM = '7685.94', iTransformer = '7575.84', TSMixer = '7660.44', TSMixerx = '7647.96', PatchTST = '7682.6', RNN = '7725.29', GRU = '7731.85', TCN = '7828.61', BiTCN = '7646.61', DilatedRNN = '7720.59', MLP = '7639.52', DLinear = '7679.22', NLinear = '7692.25', TFT = '7660.54', StemGNN = '7536.97', MLPMultivariate = '7625.65', TiDE = '7665.64', DeepNPTS = '7660.87', y = '7690.0' WHERE ds = '2024-06-14 00:00:00' -2024-11-20 10:33:31,561 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-17 00:00:00', NHITS = '7671.29', Informer = '7647.84', LSTM = '7684.84', iTransformer = '7597.49', TSMixer = '7665.59', TSMixerx = '7665.5', PatchTST = '7691.83', RNN = '7715.76', GRU = '7728.39', TCN = '7830.33', BiTCN = '7664.51', DilatedRNN = '7720.84', MLP = '7657.3', DLinear = '7667.72', NLinear = '7690.86', TFT = '7643.12', StemGNN = '7541.43', MLPMultivariate = '7646.18', TiDE = '7679.22', DeepNPTS = '7629.43', y = '7656.67' WHERE ds = '2024-06-17 00:00:00' -2024-11-20 10:33:31,561 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-17 00:00:00', NHITS = '7671.29', Informer = '7647.84', LSTM = '7684.84', iTransformer = '7597.49', TSMixer = '7665.59', TSMixerx = '7665.5', PatchTST = '7691.83', RNN = '7715.76', GRU = '7728.39', TCN = '7830.33', BiTCN = '7664.51', DilatedRNN = '7720.84', MLP = '7657.3', DLinear = '7667.72', NLinear = '7690.86', TFT = '7643.12', StemGNN = '7541.43', MLPMultivariate = '7646.18', TiDE = '7679.22', DeepNPTS = '7629.43', y = '7656.67' WHERE ds = '2024-06-17 00:00:00' -2024-11-20 10:33:31,563 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-18 00:00:00', NHITS = '7654.17', Informer = '7665.9', LSTM = '7629.33', iTransformer = '7606.86', TSMixer = '7644.06', TSMixerx = '7636.13', PatchTST = '7666.63', RNN = '7667.54', GRU = '7672.72', TCN = '7798.64', BiTCN = '7652.07', DilatedRNN = '7680.42', MLP = '7619.72', DLinear = '7641.58', NLinear = '7656.95', TFT = '7592.23', StemGNN = '7545.62', MLPMultivariate = '7627.04', TiDE = '7657.63', DeepNPTS = '7638.64', y = '7656.67' WHERE ds = '2024-06-18 00:00:00' -2024-11-20 10:33:31,563 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-18 00:00:00', NHITS = '7654.17', Informer = '7665.9', LSTM = '7629.33', iTransformer = '7606.86', TSMixer = '7644.06', TSMixerx = '7636.13', PatchTST = '7666.63', RNN = '7667.54', GRU = '7672.72', TCN = '7798.64', BiTCN = '7652.07', DilatedRNN = '7680.42', MLP = '7619.72', DLinear = '7641.58', NLinear = '7656.95', TFT = '7592.23', StemGNN = '7545.62', MLPMultivariate = '7627.04', TiDE = '7657.63', DeepNPTS = '7638.64', y = '7656.67' WHERE ds = '2024-06-18 00:00:00' -2024-11-20 10:33:31,566 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-19 00:00:00', NHITS = '7727.11', Informer = '7640.08', LSTM = '7638.93', iTransformer = '7578.59', TSMixer = '7636.68', TSMixerx = '7591.02', PatchTST = '7659.72', RNN = '7664.19', GRU = '7690.23', TCN = '7756.19', BiTCN = '7637.89', DilatedRNN = '7681.55', MLP = '7618.03', DLinear = '7634.64', NLinear = '7654.33', TFT = '7591.34', StemGNN = '7548.8', MLPMultivariate = '7635.99', TiDE = '7636.73', DeepNPTS = '7637.2', y = '7670.0' WHERE ds = '2024-06-19 00:00:00' -2024-11-20 10:33:31,566 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-19 00:00:00', NHITS = '7727.11', Informer = '7640.08', LSTM = '7638.93', iTransformer = '7578.59', TSMixer = '7636.68', TSMixerx = '7591.02', PatchTST = '7659.72', RNN = '7664.19', GRU = '7690.23', TCN = '7756.19', BiTCN = '7637.89', DilatedRNN = '7681.55', MLP = '7618.03', DLinear = '7634.64', NLinear = '7654.33', TFT = '7591.34', StemGNN = '7548.8', MLPMultivariate = '7635.99', TiDE = '7636.73', DeepNPTS = '7637.2', y = '7670.0' WHERE ds = '2024-06-19 00:00:00' -2024-11-20 10:33:31,568 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-20 00:00:00', NHITS = '7756.39', Informer = '7659.25', LSTM = '7656.39', iTransformer = '7564.65', TSMixer = '7645.7', TSMixerx = '7595.62', PatchTST = '7650.33', RNN = '7687.96', GRU = '7706.14', TCN = '7773.77', BiTCN = '7634.08', DilatedRNN = '7701.54', MLP = '7642.69', DLinear = '7644.28', NLinear = '7666.27', TFT = '7593.11', StemGNN = '7552.24', MLPMultivariate = '7671.8', TiDE = '7632.11', DeepNPTS = '7650.3', y = '7680.0' WHERE ds = '2024-06-20 00:00:00' -2024-11-20 10:33:31,568 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-20 00:00:00', NHITS = '7756.39', Informer = '7659.25', LSTM = '7656.39', iTransformer = '7564.65', TSMixer = '7645.7', TSMixerx = '7595.62', PatchTST = '7650.33', RNN = '7687.96', GRU = '7706.14', TCN = '7773.77', BiTCN = '7634.08', DilatedRNN = '7701.54', MLP = '7642.69', DLinear = '7644.28', NLinear = '7666.27', TFT = '7593.11', StemGNN = '7552.24', MLPMultivariate = '7671.8', TiDE = '7632.11', DeepNPTS = '7650.3', y = '7680.0' WHERE ds = '2024-06-20 00:00:00' -2024-11-20 10:33:31,571 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-21 00:00:00', NHITS = '7726.67', Informer = '7685.7', LSTM = '7669.65', iTransformer = '7563.31', TSMixer = '7659.75', TSMixerx = '7610.74', PatchTST = '7654.26', RNN = '7698.64', GRU = '7717.54', TCN = '7814.91', BiTCN = '7636.12', DilatedRNN = '7712.27', MLP = '7668.85', DLinear = '7668.87', NLinear = '7677.59', TFT = '7596.45', StemGNN = '7556.53', MLPMultivariate = '7678.47', TiDE = '7647.91', DeepNPTS = '7660.17', y = '7680.0' WHERE ds = '2024-06-21 00:00:00' -2024-11-20 10:33:31,571 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-21 00:00:00', NHITS = '7726.67', Informer = '7685.7', LSTM = '7669.65', iTransformer = '7563.31', TSMixer = '7659.75', TSMixerx = '7610.74', PatchTST = '7654.26', RNN = '7698.64', GRU = '7717.54', TCN = '7814.91', BiTCN = '7636.12', DilatedRNN = '7712.27', MLP = '7668.85', DLinear = '7668.87', NLinear = '7677.59', TFT = '7596.45', StemGNN = '7556.53', MLPMultivariate = '7678.47', TiDE = '7647.91', DeepNPTS = '7660.17', y = '7680.0' WHERE ds = '2024-06-21 00:00:00' -2024-11-20 10:33:31,573 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-24 00:00:00', NHITS = '7694.64', Informer = '7672.12', LSTM = '7667.38', iTransformer = '7570.59', TSMixer = '7668.28', TSMixerx = '7625.21', PatchTST = '7646.98', RNN = '7705.2', GRU = '7713.55', TCN = '7819.28', BiTCN = '7629.2', DilatedRNN = '7707.03', MLP = '7645.71', DLinear = '7680.38', NLinear = '7684.28', TFT = '7592.7', StemGNN = '7561.85', MLPMultivariate = '7657.72', TiDE = '7666.29', DeepNPTS = '7648.92', y = '7680.0' WHERE ds = '2024-06-24 00:00:00' -2024-11-20 10:33:31,573 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-24 00:00:00', NHITS = '7694.64', Informer = '7672.12', LSTM = '7667.38', iTransformer = '7570.59', TSMixer = '7668.28', TSMixerx = '7625.21', PatchTST = '7646.98', RNN = '7705.2', GRU = '7713.55', TCN = '7819.28', BiTCN = '7629.2', DilatedRNN = '7707.03', MLP = '7645.71', DLinear = '7680.38', NLinear = '7684.28', TFT = '7592.7', StemGNN = '7561.85', MLPMultivariate = '7657.72', TiDE = '7666.29', DeepNPTS = '7648.92', y = '7680.0' WHERE ds = '2024-06-24 00:00:00' -2024-11-20 10:33:31,575 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-25 00:00:00', NHITS = '7656.97', Informer = '7685.36', LSTM = '7667.81', iTransformer = '7584.83', TSMixer = '7669.49', TSMixerx = '7652.55', PatchTST = '7639.3', RNN = '7702.86', GRU = '7714.04', TCN = '7804.54', BiTCN = '7638.43', DilatedRNN = '7698.53', MLP = '7635.15', DLinear = '7695.28', NLinear = '7680.91', TFT = '7592.76', StemGNN = '7567.32', MLPMultivariate = '7651.89', TiDE = '7677.07', DeepNPTS = '7634.02', y = '7693.33' WHERE ds = '2024-06-25 00:00:00' -2024-11-20 10:33:31,575 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-25 00:00:00', NHITS = '7656.97', Informer = '7685.36', LSTM = '7667.81', iTransformer = '7584.83', TSMixer = '7669.49', TSMixerx = '7652.55', PatchTST = '7639.3', RNN = '7702.86', GRU = '7714.04', TCN = '7804.54', BiTCN = '7638.43', DilatedRNN = '7698.53', MLP = '7635.15', DLinear = '7695.28', NLinear = '7680.91', TFT = '7592.76', StemGNN = '7567.32', MLPMultivariate = '7651.89', TiDE = '7677.07', DeepNPTS = '7634.02', y = '7693.33' WHERE ds = '2024-06-25 00:00:00' -2024-11-20 10:33:31,578 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-26 00:00:00', NHITS = '7663.05', Informer = '7700.56', LSTM = '7688.21', iTransformer = '7592.06', TSMixer = '7675.82', TSMixerx = '7671.93', PatchTST = '7645.04', RNN = '7717.94', GRU = '7733.98', TCN = '7810.16', BiTCN = '7655.06', DilatedRNN = '7714.51', MLP = '7645.3', DLinear = '7714.43', NLinear = '7695.17', TFT = '7603.42', StemGNN = '7572.47', MLPMultivariate = '7672.88', TiDE = '7691.75', DeepNPTS = '7632.18', y = '7716.67' WHERE ds = '2024-06-26 00:00:00' -2024-11-20 10:33:31,578 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-26 00:00:00', NHITS = '7663.05', Informer = '7700.56', LSTM = '7688.21', iTransformer = '7592.06', TSMixer = '7675.82', TSMixerx = '7671.93', PatchTST = '7645.04', RNN = '7717.94', GRU = '7733.98', TCN = '7810.16', BiTCN = '7655.06', DilatedRNN = '7714.51', MLP = '7645.3', DLinear = '7714.43', NLinear = '7695.17', TFT = '7603.42', StemGNN = '7572.47', MLPMultivariate = '7672.88', TiDE = '7691.75', DeepNPTS = '7632.18', y = '7716.67' WHERE ds = '2024-06-26 00:00:00' -2024-11-20 10:33:31,580 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-27 00:00:00', NHITS = '7677.4', Informer = '7733.3', LSTM = '7717.34', iTransformer = '7581.76', TSMixer = '7688.27', TSMixerx = '7684.8', PatchTST = '7672.33', RNN = '7746.99', GRU = '7762.31', TCN = '7828.62', BiTCN = '7679.04', DilatedRNN = '7743.03', MLP = '7653.37', DLinear = '7703.94', NLinear = '7708.81', TFT = '7629.43', StemGNN = '7577.01', MLPMultivariate = '7688.28', TiDE = '7699.69', DeepNPTS = '7625.66', y = '7723.33' WHERE ds = '2024-06-27 00:00:00' -2024-11-20 10:33:31,580 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-27 00:00:00', NHITS = '7677.4', Informer = '7733.3', LSTM = '7717.34', iTransformer = '7581.76', TSMixer = '7688.27', TSMixerx = '7684.8', PatchTST = '7672.33', RNN = '7746.99', GRU = '7762.31', TCN = '7828.62', BiTCN = '7679.04', DilatedRNN = '7743.03', MLP = '7653.37', DLinear = '7703.94', NLinear = '7708.81', TFT = '7629.43', StemGNN = '7577.01', MLPMultivariate = '7688.28', TiDE = '7699.69', DeepNPTS = '7625.66', y = '7723.33' WHERE ds = '2024-06-27 00:00:00' -2024-11-20 10:33:31,582 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-28 00:00:00', NHITS = '7677.32', Informer = '7757.11', LSTM = '7720.51', iTransformer = '7600.88', TSMixer = '7694.57', TSMixerx = '7678.53', PatchTST = '7677.87', RNN = '7750.27', GRU = '7761.7', TCN = '7842.71', BiTCN = '7690.04', DilatedRNN = '7751.73', MLP = '7651.4', DLinear = '7685.27', NLinear = '7712.89', TFT = '7630.63', StemGNN = '7581.37', MLPMultivariate = '7685.2', TiDE = '7704.47', DeepNPTS = '7616.63', y = '7730.0' WHERE ds = '2024-06-28 00:00:00' -2024-11-20 10:33:31,582 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-28 00:00:00', NHITS = '7677.32', Informer = '7757.11', LSTM = '7720.51', iTransformer = '7600.88', TSMixer = '7694.57', TSMixerx = '7678.53', PatchTST = '7677.87', RNN = '7750.27', GRU = '7761.7', TCN = '7842.71', BiTCN = '7690.04', DilatedRNN = '7751.73', MLP = '7651.4', DLinear = '7685.27', NLinear = '7712.89', TFT = '7630.63', StemGNN = '7581.37', MLPMultivariate = '7685.2', TiDE = '7704.47', DeepNPTS = '7616.63', y = '7730.0' WHERE ds = '2024-06-28 00:00:00' -2024-11-20 10:33:31,585 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-01 00:00:00', NHITS = '7707.93', Informer = '7783.31', LSTM = '7729.01', iTransformer = '7658.78', TSMixer = '7698.83', TSMixerx = '7678.79', PatchTST = '7708.14', RNN = '7757.56', GRU = '7769.41', TCN = '7858.08', BiTCN = '7695.38', DilatedRNN = '7759.5', MLP = '7666.04', DLinear = '7688.93', NLinear = '7720.96', TFT = '7649.1', StemGNN = '7586.13', MLPMultivariate = '7704.59', TiDE = '7715.52', DeepNPTS = '7664.76', y = '7763.33' WHERE ds = '2024-07-01 00:00:00' -2024-11-20 10:33:31,585 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-01 00:00:00', NHITS = '7707.93', Informer = '7783.31', LSTM = '7729.01', iTransformer = '7658.78', TSMixer = '7698.83', TSMixerx = '7678.79', PatchTST = '7708.14', RNN = '7757.56', GRU = '7769.41', TCN = '7858.08', BiTCN = '7695.38', DilatedRNN = '7759.5', MLP = '7666.04', DLinear = '7688.93', NLinear = '7720.96', TFT = '7649.1', StemGNN = '7586.13', MLPMultivariate = '7704.59', TiDE = '7715.52', DeepNPTS = '7664.76', y = '7763.33' WHERE ds = '2024-07-01 00:00:00' -2024-11-20 10:33:31,588 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-02 00:00:00', NHITS = '7751.55', Informer = '7828.43', LSTM = '7773.13', iTransformer = '7771.68', TSMixer = '7722.98', TSMixerx = '7680.78', PatchTST = '7739.17', RNN = '7797.09', GRU = '7808.54', TCN = '7880.75', BiTCN = '7688.06', DilatedRNN = '7793.55', MLP = '7695.02', DLinear = '7722.0', NLinear = '7756.72', TFT = '7715.2', StemGNN = '7592.57', MLPMultivariate = '7759.12', TiDE = '7744.77', DeepNPTS = '7741.74', y = '7780.0' WHERE ds = '2024-07-02 00:00:00' -2024-11-20 10:33:31,588 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-02 00:00:00', NHITS = '7751.55', Informer = '7828.43', LSTM = '7773.13', iTransformer = '7771.68', TSMixer = '7722.98', TSMixerx = '7680.78', PatchTST = '7739.17', RNN = '7797.09', GRU = '7808.54', TCN = '7880.75', BiTCN = '7688.06', DilatedRNN = '7793.55', MLP = '7695.02', DLinear = '7722.0', NLinear = '7756.72', TFT = '7715.2', StemGNN = '7592.57', MLPMultivariate = '7759.12', TiDE = '7744.77', DeepNPTS = '7741.74', y = '7780.0' WHERE ds = '2024-07-02 00:00:00' -2024-11-20 10:33:31,590 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-03 00:00:00', NHITS = '7762.43', Informer = '7821.1', LSTM = '7785.83', iTransformer = '7768.14', TSMixer = '7737.08', TSMixerx = '7688.67', PatchTST = '7737.38', RNN = '7805.72', GRU = '7814.84', TCN = '7884.52', BiTCN = '7671.07', DilatedRNN = '7805.74', MLP = '7699.38', DLinear = '7736.65', NLinear = '7780.01', TFT = '7781.53', StemGNN = '7600.68', MLPMultivariate = '7781.87', TiDE = '7747.47', DeepNPTS = '7776.13', y = '7800.0' WHERE ds = '2024-07-03 00:00:00' -2024-11-20 10:33:31,590 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-03 00:00:00', NHITS = '7762.43', Informer = '7821.1', LSTM = '7785.83', iTransformer = '7768.14', TSMixer = '7737.08', TSMixerx = '7688.67', PatchTST = '7737.38', RNN = '7805.72', GRU = '7814.84', TCN = '7884.52', BiTCN = '7671.07', DilatedRNN = '7805.74', MLP = '7699.38', DLinear = '7736.65', NLinear = '7780.01', TFT = '7781.53', StemGNN = '7600.68', MLPMultivariate = '7781.87', TiDE = '7747.47', DeepNPTS = '7776.13', y = '7800.0' WHERE ds = '2024-07-03 00:00:00' -2024-11-20 10:33:31,592 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-04 00:00:00', NHITS = '7786.08', Informer = '7820.99', LSTM = '7808.32', iTransformer = '7778.61', TSMixer = '7757.09', TSMixerx = '7698.67', PatchTST = '7767.39', RNN = '7826.63', GRU = '7834.39', TCN = '7886.31', BiTCN = '7664.84', DilatedRNN = '7824.24', MLP = '7716.39', DLinear = '7755.69', NLinear = '7793.56', TFT = '7744.54', StemGNN = '7607.4', MLPMultivariate = '7810.21', TiDE = '7767.25', DeepNPTS = '7795.52', y = '7800.0' WHERE ds = '2024-07-04 00:00:00' -2024-11-20 10:33:31,592 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-04 00:00:00', NHITS = '7786.08', Informer = '7820.99', LSTM = '7808.32', iTransformer = '7778.61', TSMixer = '7757.09', TSMixerx = '7698.67', PatchTST = '7767.39', RNN = '7826.63', GRU = '7834.39', TCN = '7886.31', BiTCN = '7664.84', DilatedRNN = '7824.24', MLP = '7716.39', DLinear = '7755.69', NLinear = '7793.56', TFT = '7744.54', StemGNN = '7607.4', MLPMultivariate = '7810.21', TiDE = '7767.25', DeepNPTS = '7795.52', y = '7800.0' WHERE ds = '2024-07-04 00:00:00' -2024-11-20 10:33:31,594 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-05 00:00:00', NHITS = '7786.85', Informer = '7820.6', LSTM = '7802.07', iTransformer = '7857.05', TSMixer = '7765.0', TSMixerx = '7704.08', PatchTST = '7775.88', RNN = '7824.34', GRU = '7824.23', TCN = '7867.37', BiTCN = '7675.64', DilatedRNN = '7822.93', MLP = '7717.42', DLinear = '7771.03', NLinear = '7787.48', TFT = '7722.59', StemGNN = '7614.78', MLPMultivariate = '7784.03', TiDE = '7781.0', DeepNPTS = '7773.13', y = '7766.67' WHERE ds = '2024-07-05 00:00:00' -2024-11-20 10:33:31,594 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-05 00:00:00', NHITS = '7786.85', Informer = '7820.6', LSTM = '7802.07', iTransformer = '7857.05', TSMixer = '7765.0', TSMixerx = '7704.08', PatchTST = '7775.88', RNN = '7824.34', GRU = '7824.23', TCN = '7867.37', BiTCN = '7675.64', DilatedRNN = '7822.93', MLP = '7717.42', DLinear = '7771.03', NLinear = '7787.48', TFT = '7722.59', StemGNN = '7614.78', MLPMultivariate = '7784.03', TiDE = '7781.0', DeepNPTS = '7773.13', y = '7766.67' WHERE ds = '2024-07-05 00:00:00' -2024-11-20 10:33:31,596 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-08 00:00:00', NHITS = '7750.86', Informer = '7775.85', LSTM = '7756.63', iTransformer = '7790.97', TSMixer = '7745.48', TSMixerx = '7728.45', PatchTST = '7735.1', RNN = '7771.43', GRU = '7782.12', TCN = '7830.41', BiTCN = '7681.79', DilatedRNN = '7783.1', MLP = '7680.52', DLinear = '7766.86', NLinear = '7756.73', TFT = '7673.49', StemGNN = '7623.7', MLPMultivariate = '7743.8', TiDE = '7760.92', DeepNPTS = '7733.4', y = '7746.67' WHERE ds = '2024-07-08 00:00:00' -2024-11-20 10:33:31,596 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-08 00:00:00', NHITS = '7750.86', Informer = '7775.85', LSTM = '7756.63', iTransformer = '7790.97', TSMixer = '7745.48', TSMixerx = '7728.45', PatchTST = '7735.1', RNN = '7771.43', GRU = '7782.12', TCN = '7830.41', BiTCN = '7681.79', DilatedRNN = '7783.1', MLP = '7680.52', DLinear = '7766.86', NLinear = '7756.73', TFT = '7673.49', StemGNN = '7623.7', MLPMultivariate = '7743.8', TiDE = '7760.92', DeepNPTS = '7733.4', y = '7746.67' WHERE ds = '2024-07-08 00:00:00' -2024-11-20 10:33:31,598 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-09 00:00:00', NHITS = '7722.96', Informer = '7771.44', LSTM = '7738.08', iTransformer = '7700.89', TSMixer = '7723.15', TSMixerx = '7740.89', PatchTST = '7719.52', RNN = '7758.3', GRU = '7770.58', TCN = '7808.82', BiTCN = '7683.28', DilatedRNN = '7764.36', MLP = '7650.72', DLinear = '7738.94', NLinear = '7735.36', TFT = '7674.87', StemGNN = '7632.98', MLPMultivariate = '7718.29', TiDE = '7736.34', DeepNPTS = '7708.61', y = '7720.0' WHERE ds = '2024-07-09 00:00:00' -2024-11-20 10:33:31,598 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-09 00:00:00', NHITS = '7722.96', Informer = '7771.44', LSTM = '7738.08', iTransformer = '7700.89', TSMixer = '7723.15', TSMixerx = '7740.89', PatchTST = '7719.52', RNN = '7758.3', GRU = '7770.58', TCN = '7808.82', BiTCN = '7683.28', DilatedRNN = '7764.36', MLP = '7650.72', DLinear = '7738.94', NLinear = '7735.36', TFT = '7674.87', StemGNN = '7632.98', MLPMultivariate = '7718.29', TiDE = '7736.34', DeepNPTS = '7708.61', y = '7720.0' WHERE ds = '2024-07-09 00:00:00' -2024-11-20 10:33:31,600 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-10 00:00:00', NHITS = '7678.34', Informer = '7688.29', LSTM = '7704.44', iTransformer = '7589.11', TSMixer = '7701.77', TSMixerx = '7712.37', PatchTST = '7697.39', RNN = '7727.91', GRU = '7738.12', TCN = '7775.17', BiTCN = '7671.93', DilatedRNN = '7736.38', MLP = '7618.9', DLinear = '7709.76', NLinear = '7703.35', TFT = '7668.79', StemGNN = '7641.77', MLPMultivariate = '7677.77', TiDE = '7704.73', DeepNPTS = '7692.53', y = '7693.33' WHERE ds = '2024-07-10 00:00:00' -2024-11-20 10:33:31,600 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-10 00:00:00', NHITS = '7678.34', Informer = '7688.29', LSTM = '7704.44', iTransformer = '7589.11', TSMixer = '7701.77', TSMixerx = '7712.37', PatchTST = '7697.39', RNN = '7727.91', GRU = '7738.12', TCN = '7775.17', BiTCN = '7671.93', DilatedRNN = '7736.38', MLP = '7618.9', DLinear = '7709.76', NLinear = '7703.35', TFT = '7668.79', StemGNN = '7641.77', MLPMultivariate = '7677.77', TiDE = '7704.73', DeepNPTS = '7692.53', y = '7693.33' WHERE ds = '2024-07-10 00:00:00' -2024-11-20 10:33:31,603 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-11 00:00:00', NHITS = '7648.69', Informer = '7674.48', LSTM = '7673.89', iTransformer = '7581.47', TSMixer = '7676.21', TSMixerx = '7708.96', PatchTST = '7680.71', RNN = '7693.04', GRU = '7711.88', TCN = '7753.58', BiTCN = '7666.8', DilatedRNN = '7706.51', MLP = '7619.0', DLinear = '7682.29', NLinear = '7677.71', TFT = '7681.14', StemGNN = '7649.18', MLPMultivariate = '7661.22', TiDE = '7672.21', DeepNPTS = '7680.78', y = '7686.67' WHERE ds = '2024-07-11 00:00:00' -2024-11-20 10:33:31,603 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-11 00:00:00', NHITS = '7648.69', Informer = '7674.48', LSTM = '7673.89', iTransformer = '7581.47', TSMixer = '7676.21', TSMixerx = '7708.96', PatchTST = '7680.71', RNN = '7693.04', GRU = '7711.88', TCN = '7753.58', BiTCN = '7666.8', DilatedRNN = '7706.51', MLP = '7619.0', DLinear = '7682.29', NLinear = '7677.71', TFT = '7681.14', StemGNN = '7649.18', MLPMultivariate = '7661.22', TiDE = '7672.21', DeepNPTS = '7680.78', y = '7686.67' WHERE ds = '2024-07-11 00:00:00' -2024-11-20 10:33:31,605 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-12 00:00:00', NHITS = '7669.61', Informer = '7650.62', LSTM = '7671.48', iTransformer = '7621.69', TSMixer = '7665.51', TSMixerx = '7658.81', PatchTST = '7675.2', RNN = '7701.66', GRU = '7714.63', TCN = '7765.84', BiTCN = '7667.84', DilatedRNN = '7701.91', MLP = '7626.23', DLinear = '7678.42', NLinear = '7672.11', TFT = '7680.77', StemGNN = '7656.73', MLPMultivariate = '7648.62', TiDE = '7658.77', DeepNPTS = '7681.25', y = '7680.0' WHERE ds = '2024-07-12 00:00:00' -2024-11-20 10:33:31,605 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-12 00:00:00', NHITS = '7669.61', Informer = '7650.62', LSTM = '7671.48', iTransformer = '7621.69', TSMixer = '7665.51', TSMixerx = '7658.81', PatchTST = '7675.2', RNN = '7701.66', GRU = '7714.63', TCN = '7765.84', BiTCN = '7667.84', DilatedRNN = '7701.91', MLP = '7626.23', DLinear = '7678.42', NLinear = '7672.11', TFT = '7680.77', StemGNN = '7656.73', MLPMultivariate = '7648.62', TiDE = '7658.77', DeepNPTS = '7681.25', y = '7680.0' WHERE ds = '2024-07-12 00:00:00' -2024-11-20 10:33:31,607 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-15 00:00:00', NHITS = '7674.74', Informer = '7636.96', LSTM = '7662.9', iTransformer = '7660.4', TSMixer = '7664.41', TSMixerx = '7649.86', PatchTST = '7662.4', RNN = '7692.31', GRU = '7707.55', TCN = '7758.14', BiTCN = '7666.8', DilatedRNN = '7694.71', MLP = '7642.93', DLinear = '7675.73', NLinear = '7670.65', TFT = '7683.32', StemGNN = '7663.66', MLPMultivariate = '7658.05', TiDE = '7658.65', DeepNPTS = '7685.69', y = '7680.0' WHERE ds = '2024-07-15 00:00:00' -2024-11-20 10:33:31,607 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-15 00:00:00', NHITS = '7674.74', Informer = '7636.96', LSTM = '7662.9', iTransformer = '7660.4', TSMixer = '7664.41', TSMixerx = '7649.86', PatchTST = '7662.4', RNN = '7692.31', GRU = '7707.55', TCN = '7758.14', BiTCN = '7666.8', DilatedRNN = '7694.71', MLP = '7642.93', DLinear = '7675.73', NLinear = '7670.65', TFT = '7683.32', StemGNN = '7663.66', MLPMultivariate = '7658.05', TiDE = '7658.65', DeepNPTS = '7685.69', y = '7680.0' WHERE ds = '2024-07-15 00:00:00' -2024-11-20 10:33:31,610 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-16 00:00:00', NHITS = '7651.22', Informer = '7665.87', LSTM = '7666.36', iTransformer = '7679.77', TSMixer = '7669.12', TSMixerx = '7662.39', PatchTST = '7662.32', RNN = '7694.89', GRU = '7712.67', TCN = '7768.03', BiTCN = '7660.25', DilatedRNN = '7693.56', MLP = '7646.65', DLinear = '7667.06', NLinear = '7679.83', TFT = '7685.51', StemGNN = '7667.3', MLPMultivariate = '7657.69', TiDE = '7669.74', DeepNPTS = '7726.9', y = '7666.67' WHERE ds = '2024-07-16 00:00:00' -2024-11-20 10:33:31,610 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-16 00:00:00', NHITS = '7651.22', Informer = '7665.87', LSTM = '7666.36', iTransformer = '7679.77', TSMixer = '7669.12', TSMixerx = '7662.39', PatchTST = '7662.32', RNN = '7694.89', GRU = '7712.67', TCN = '7768.03', BiTCN = '7660.25', DilatedRNN = '7693.56', MLP = '7646.65', DLinear = '7667.06', NLinear = '7679.83', TFT = '7685.51', StemGNN = '7667.3', MLPMultivariate = '7657.69', TiDE = '7669.74', DeepNPTS = '7726.9', y = '7666.67' WHERE ds = '2024-07-16 00:00:00' -2024-11-20 10:33:31,612 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-17 00:00:00', NHITS = '7637.9', Informer = '7660.13', LSTM = '7645.18', iTransformer = '7660.46', TSMixer = '7665.03', TSMixerx = '7655.32', PatchTST = '7661.53', RNN = '7680.92', GRU = '7691.54', TCN = '7757.11', BiTCN = '7655.57', DilatedRNN = '7673.35', MLP = '7649.5', DLinear = '7651.11', NLinear = '7662.8', TFT = '7670.56', StemGNN = '7667.2', MLPMultivariate = '7655.92', TiDE = '7665.27', DeepNPTS = '7701.17', y = '7660.0' WHERE ds = '2024-07-17 00:00:00' -2024-11-20 10:33:31,612 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-17 00:00:00', NHITS = '7637.9', Informer = '7660.13', LSTM = '7645.18', iTransformer = '7660.46', TSMixer = '7665.03', TSMixerx = '7655.32', PatchTST = '7661.53', RNN = '7680.92', GRU = '7691.54', TCN = '7757.11', BiTCN = '7655.57', DilatedRNN = '7673.35', MLP = '7649.5', DLinear = '7651.11', NLinear = '7662.8', TFT = '7670.56', StemGNN = '7667.2', MLPMultivariate = '7655.92', TiDE = '7665.27', DeepNPTS = '7701.17', y = '7660.0' WHERE ds = '2024-07-17 00:00:00' -2024-11-20 10:33:31,614 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-18 00:00:00', NHITS = '7661.33', Informer = '7666.53', LSTM = '7639.5', iTransformer = '7683.98', TSMixer = '7661.71', TSMixerx = '7662.09', PatchTST = '7657.96', RNN = '7670.44', GRU = '7689.36', TCN = '7759.37', BiTCN = '7647.55', DilatedRNN = '7671.03', MLP = '7659.78', DLinear = '7652.43', NLinear = '7661.6', TFT = '7657.73', StemGNN = '7666.66', MLPMultivariate = '7654.79', TiDE = '7657.27', DeepNPTS = '7689.07', y = '7656.67' WHERE ds = '2024-07-18 00:00:00' -2024-11-20 10:33:31,614 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-18 00:00:00', NHITS = '7661.33', Informer = '7666.53', LSTM = '7639.5', iTransformer = '7683.98', TSMixer = '7661.71', TSMixerx = '7662.09', PatchTST = '7657.96', RNN = '7670.44', GRU = '7689.36', TCN = '7759.37', BiTCN = '7647.55', DilatedRNN = '7671.03', MLP = '7659.78', DLinear = '7652.43', NLinear = '7661.6', TFT = '7657.73', StemGNN = '7666.66', MLPMultivariate = '7654.79', TiDE = '7657.27', DeepNPTS = '7689.07', y = '7656.67' WHERE ds = '2024-07-18 00:00:00' -2024-11-20 10:33:31,617 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-19 00:00:00', NHITS = '7665.03', Informer = '7654.06', LSTM = '7635.24', iTransformer = '7668.78', TSMixer = '7662.77', TSMixerx = '7660.37', PatchTST = '7654.84', RNN = '7669.45', GRU = '7686.07', TCN = '7754.96', BiTCN = '7643.93', DilatedRNN = '7669.79', MLP = '7665.58', DLinear = '7643.64', NLinear = '7663.61', TFT = '7649.73', StemGNN = '7666.01', MLPMultivariate = '7657.81', TiDE = '7657.13', DeepNPTS = '7685.6', y = '7656.67' WHERE ds = '2024-07-19 00:00:00' -2024-11-20 10:33:31,617 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-19 00:00:00', NHITS = '7665.03', Informer = '7654.06', LSTM = '7635.24', iTransformer = '7668.78', TSMixer = '7662.77', TSMixerx = '7660.37', PatchTST = '7654.84', RNN = '7669.45', GRU = '7686.07', TCN = '7754.96', BiTCN = '7643.93', DilatedRNN = '7669.79', MLP = '7665.58', DLinear = '7643.64', NLinear = '7663.61', TFT = '7649.73', StemGNN = '7666.01', MLPMultivariate = '7657.81', TiDE = '7657.13', DeepNPTS = '7685.6', y = '7656.67' WHERE ds = '2024-07-19 00:00:00' -2024-11-20 10:33:31,619 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-22 00:00:00', NHITS = '7649.73', Informer = '7644.27', LSTM = '7636.49', iTransformer = '7644.6', TSMixer = '7665.12', TSMixerx = '7666.42', PatchTST = '7654.45', RNN = '7668.51', GRU = '7688.3', TCN = '7764.49', BiTCN = '7644.52', DilatedRNN = '7672.99', MLP = '7672.46', DLinear = '7658.74', NLinear = '7658.42', TFT = '7642.28', StemGNN = '7666.42', MLPMultivariate = '7664.4', TiDE = '7656.29', DeepNPTS = '7667.09', y = '7640.0' WHERE ds = '2024-07-22 00:00:00' -2024-11-20 10:33:31,619 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-22 00:00:00', NHITS = '7649.73', Informer = '7644.27', LSTM = '7636.49', iTransformer = '7644.6', TSMixer = '7665.12', TSMixerx = '7666.42', PatchTST = '7654.45', RNN = '7668.51', GRU = '7688.3', TCN = '7764.49', BiTCN = '7644.52', DilatedRNN = '7672.99', MLP = '7672.46', DLinear = '7658.74', NLinear = '7658.42', TFT = '7642.28', StemGNN = '7666.42', MLPMultivariate = '7664.4', TiDE = '7656.29', DeepNPTS = '7667.09', y = '7640.0' WHERE ds = '2024-07-22 00:00:00' -2024-11-20 10:33:31,622 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-23 00:00:00', NHITS = '7615.23', Informer = '7645.56', LSTM = '7610.57', iTransformer = '7655.94', TSMixer = '7652.1', TSMixerx = '7662.34', PatchTST = '7634.09', RNN = '7645.28', GRU = '7662.61', TCN = '7733.56', BiTCN = '7646.66', DilatedRNN = '7650.71', MLP = '7654.92', DLinear = '7659.24', NLinear = '7642.47', TFT = '7624.17', StemGNN = '7666.82', MLPMultivariate = '7659.42', TiDE = '7638.33', DeepNPTS = '7656.65', y = '7623.33' WHERE ds = '2024-07-23 00:00:00' -2024-11-20 10:33:31,622 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-23 00:00:00', NHITS = '7615.23', Informer = '7645.56', LSTM = '7610.57', iTransformer = '7655.94', TSMixer = '7652.1', TSMixerx = '7662.34', PatchTST = '7634.09', RNN = '7645.28', GRU = '7662.61', TCN = '7733.56', BiTCN = '7646.66', DilatedRNN = '7650.71', MLP = '7654.92', DLinear = '7659.24', NLinear = '7642.47', TFT = '7624.17', StemGNN = '7666.82', MLPMultivariate = '7659.42', TiDE = '7638.33', DeepNPTS = '7656.65', y = '7623.33' WHERE ds = '2024-07-23 00:00:00' -2024-11-20 10:33:31,623 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-24 00:00:00', NHITS = '7597.53', Informer = '7650.06', LSTM = '7590.27', iTransformer = '7719.11', TSMixer = '7634.82', TSMixerx = '7637.72', PatchTST = '7616.98', RNN = '7624.78', GRU = '7646.08', TCN = '7661.27', BiTCN = '7642.03', DilatedRNN = '7625.71', MLP = '7641.44', DLinear = '7656.11', NLinear = '7626.19', TFT = '7609.78', StemGNN = '7665.78', MLPMultivariate = '7651.82', TiDE = '7623.34', DeepNPTS = '7656.74', y = '7623.33' WHERE ds = '2024-07-24 00:00:00' -2024-11-20 10:33:31,623 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-24 00:00:00', NHITS = '7597.53', Informer = '7650.06', LSTM = '7590.27', iTransformer = '7719.11', TSMixer = '7634.82', TSMixerx = '7637.72', PatchTST = '7616.98', RNN = '7624.78', GRU = '7646.08', TCN = '7661.27', BiTCN = '7642.03', DilatedRNN = '7625.71', MLP = '7641.44', DLinear = '7656.11', NLinear = '7626.19', TFT = '7609.78', StemGNN = '7665.78', MLPMultivariate = '7651.82', TiDE = '7623.34', DeepNPTS = '7656.74', y = '7623.33' WHERE ds = '2024-07-24 00:00:00' -2024-11-20 10:33:31,626 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-25 00:00:00', NHITS = '7608.65', Informer = '7635.91', LSTM = '7593.96', iTransformer = '7735.25', TSMixer = '7627.76', TSMixerx = '7630.19', PatchTST = '7616.05', RNN = '7628.94', GRU = '7653.01', TCN = '7653.68', BiTCN = '7631.24', DilatedRNN = '7626.97', MLP = '7640.3', DLinear = '7666.61', NLinear = '7627.16', TFT = '7611.94', StemGNN = '7663.56', MLPMultivariate = '7653.03', TiDE = '7621.39', DeepNPTS = '7660.64', y = '7616.67' WHERE ds = '2024-07-25 00:00:00' -2024-11-20 10:33:31,626 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-25 00:00:00', NHITS = '7608.65', Informer = '7635.91', LSTM = '7593.96', iTransformer = '7735.25', TSMixer = '7627.76', TSMixerx = '7630.19', PatchTST = '7616.05', RNN = '7628.94', GRU = '7653.01', TCN = '7653.68', BiTCN = '7631.24', DilatedRNN = '7626.97', MLP = '7640.3', DLinear = '7666.61', NLinear = '7627.16', TFT = '7611.94', StemGNN = '7663.56', MLPMultivariate = '7653.03', TiDE = '7621.39', DeepNPTS = '7660.64', y = '7616.67' WHERE ds = '2024-07-25 00:00:00' -2024-11-20 10:33:31,628 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-26 00:00:00', NHITS = '7617.22', Informer = '7632.98', LSTM = '7583.26', iTransformer = '7719.98', TSMixer = '7622.01', TSMixerx = '7624.53', PatchTST = '7601.33', RNN = '7616.61', GRU = '7641.8', TCN = '7622.3', BiTCN = '7619.09', DilatedRNN = '7615.34', MLP = '7640.72', DLinear = '7653.16', NLinear = '7615.57', TFT = '7609.45', StemGNN = '7661.1', MLPMultivariate = '7643.86', TiDE = '7611.62', DeepNPTS = '7667.77', y = '7606.67' WHERE ds = '2024-07-26 00:00:00' -2024-11-20 10:33:31,628 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-26 00:00:00', NHITS = '7617.22', Informer = '7632.98', LSTM = '7583.26', iTransformer = '7719.98', TSMixer = '7622.01', TSMixerx = '7624.53', PatchTST = '7601.33', RNN = '7616.61', GRU = '7641.8', TCN = '7622.3', BiTCN = '7619.09', DilatedRNN = '7615.34', MLP = '7640.72', DLinear = '7653.16', NLinear = '7615.57', TFT = '7609.45', StemGNN = '7661.1', MLPMultivariate = '7643.86', TiDE = '7611.62', DeepNPTS = '7667.77', y = '7606.67' WHERE ds = '2024-07-26 00:00:00' -2024-11-20 10:33:31,630 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-29 00:00:00', NHITS = '7632.45', Informer = '7609.45', LSTM = '7571.18', iTransformer = '7713.09', TSMixer = '7611.68', TSMixerx = '7620.21', PatchTST = '7594.82', RNN = '7607.42', GRU = '7631.3', TCN = '7611.93', BiTCN = '7608.13', DilatedRNN = '7602.7', MLP = '7638.04', DLinear = '7621.31', NLinear = '7607.55', TFT = '7595.9', StemGNN = '7657.72', MLPMultivariate = '7625.12', TiDE = '7607.82', DeepNPTS = '7630.84', y = '7593.33' WHERE ds = '2024-07-29 00:00:00' -2024-11-20 10:33:31,630 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-29 00:00:00', NHITS = '7632.45', Informer = '7609.45', LSTM = '7571.18', iTransformer = '7713.09', TSMixer = '7611.68', TSMixerx = '7620.21', PatchTST = '7594.82', RNN = '7607.42', GRU = '7631.3', TCN = '7611.93', BiTCN = '7608.13', DilatedRNN = '7602.7', MLP = '7638.04', DLinear = '7621.31', NLinear = '7607.55', TFT = '7595.9', StemGNN = '7657.72', MLPMultivariate = '7625.12', TiDE = '7607.82', DeepNPTS = '7630.84', y = '7593.33' WHERE ds = '2024-07-29 00:00:00' -2024-11-20 10:33:31,632 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-30 00:00:00', NHITS = '7621.05', Informer = '7605.67', LSTM = '7554.07', iTransformer = '7693.67', TSMixer = '7599.03', TSMixerx = '7601.6', PatchTST = '7588.37', RNN = '7595.38', GRU = '7615.72', TCN = '7591.75', BiTCN = '7594.35', DilatedRNN = '7583.41', MLP = '7629.58', DLinear = '7602.19', NLinear = '7598.93', TFT = '7574.65', StemGNN = '7653.51', MLPMultivariate = '7600.72', TiDE = '7596.26', DeepNPTS = '7617.22', y = '7593.33' WHERE ds = '2024-07-30 00:00:00' -2024-11-20 10:33:31,632 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-30 00:00:00', NHITS = '7621.05', Informer = '7605.67', LSTM = '7554.07', iTransformer = '7693.67', TSMixer = '7599.03', TSMixerx = '7601.6', PatchTST = '7588.37', RNN = '7595.38', GRU = '7615.72', TCN = '7591.75', BiTCN = '7594.35', DilatedRNN = '7583.41', MLP = '7629.58', DLinear = '7602.19', NLinear = '7598.93', TFT = '7574.65', StemGNN = '7653.51', MLPMultivariate = '7600.72', TiDE = '7596.26', DeepNPTS = '7617.22', y = '7593.33' WHERE ds = '2024-07-30 00:00:00' -2024-11-20 10:33:31,636 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-31 00:00:00', NHITS = '7587.46', Informer = '7604.13', LSTM = '7557.67', iTransformer = '7676.02', TSMixer = '7593.74', TSMixerx = '7595.79', PatchTST = '7589.72', RNN = '7594.85', GRU = '7621.85', TCN = '7591.03', BiTCN = '7581.07', DilatedRNN = '7582.76', MLP = '7605.31', DLinear = '7587.62', NLinear = '7602.61', TFT = '7569.93', StemGNN = '7649.69', MLPMultivariate = '7571.38', TiDE = '7593.87', DeepNPTS = '7608.1', y = '7583.33' WHERE ds = '2024-07-31 00:00:00' -2024-11-20 10:33:31,636 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-31 00:00:00', NHITS = '7587.46', Informer = '7604.13', LSTM = '7557.67', iTransformer = '7676.02', TSMixer = '7593.74', TSMixerx = '7595.79', PatchTST = '7589.72', RNN = '7594.85', GRU = '7621.85', TCN = '7591.03', BiTCN = '7581.07', DilatedRNN = '7582.76', MLP = '7605.31', DLinear = '7587.62', NLinear = '7602.61', TFT = '7569.93', StemGNN = '7649.69', MLPMultivariate = '7571.38', TiDE = '7593.87', DeepNPTS = '7608.1', y = '7583.33' WHERE ds = '2024-07-31 00:00:00' -2024-11-20 10:33:31,638 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-01 00:00:00', NHITS = '7576.43', Informer = '7594.77', LSTM = '7542.38', iTransformer = '7676.91', TSMixer = '7583.79', TSMixerx = '7575.55', PatchTST = '7576.5', RNN = '7581.67', GRU = '7606.06', TCN = '7578.42', BiTCN = '7566.83', DilatedRNN = '7567.78', MLP = '7578.68', DLinear = '7581.86', NLinear = '7588.04', TFT = '7561.38', StemGNN = '7647.13', MLPMultivariate = '7543.93', TiDE = '7580.26', DeepNPTS = '7601.32', y = '7620.0' WHERE ds = '2024-08-01 00:00:00' -2024-11-20 10:33:31,638 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-01 00:00:00', NHITS = '7576.43', Informer = '7594.77', LSTM = '7542.38', iTransformer = '7676.91', TSMixer = '7583.79', TSMixerx = '7575.55', PatchTST = '7576.5', RNN = '7581.67', GRU = '7606.06', TCN = '7578.42', BiTCN = '7566.83', DilatedRNN = '7567.78', MLP = '7578.68', DLinear = '7581.86', NLinear = '7588.04', TFT = '7561.38', StemGNN = '7647.13', MLPMultivariate = '7543.93', TiDE = '7580.26', DeepNPTS = '7601.32', y = '7620.0' WHERE ds = '2024-08-01 00:00:00' -2024-11-20 10:33:31,640 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-02 00:00:00', NHITS = '7616.25', Informer = '7599.38', LSTM = '7601.53', iTransformer = '7702.78', TSMixer = '7607.2', TSMixerx = '7603.66', PatchTST = '7609.55', RNN = '7638.54', GRU = '7668.72', TCN = '7714.11', BiTCN = '7574.54', DilatedRNN = '7622.81', MLP = '7587.85', DLinear = '7601.98', NLinear = '7625.29', TFT = '7605.34', StemGNN = '7647.13', MLPMultivariate = '7558.22', TiDE = '7606.16', DeepNPTS = '7607.22', y = '7623.33' WHERE ds = '2024-08-02 00:00:00' -2024-11-20 10:33:31,640 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-02 00:00:00', NHITS = '7616.25', Informer = '7599.38', LSTM = '7601.53', iTransformer = '7702.78', TSMixer = '7607.2', TSMixerx = '7603.66', PatchTST = '7609.55', RNN = '7638.54', GRU = '7668.72', TCN = '7714.11', BiTCN = '7574.54', DilatedRNN = '7622.81', MLP = '7587.85', DLinear = '7601.98', NLinear = '7625.29', TFT = '7605.34', StemGNN = '7647.13', MLPMultivariate = '7558.22', TiDE = '7606.16', DeepNPTS = '7607.22', y = '7623.33' WHERE ds = '2024-08-02 00:00:00' -2024-11-20 10:33:31,643 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-05 00:00:00', NHITS = '7621.53', Informer = '7592.47', LSTM = '7595.34', iTransformer = '7698.87', TSMixer = '7621.36', TSMixerx = '7617.55', PatchTST = '7611.03', RNN = '7638.07', GRU = '7653.23', TCN = '7735.43', BiTCN = '7591.9', DilatedRNN = '7625.9', MLP = '7595.08', DLinear = '7607.4', NLinear = '7626.78', TFT = '7606.12', StemGNN = '7648.05', MLPMultivariate = '7577.72', TiDE = '7617.05', DeepNPTS = '7605.43', y = '7610.0' WHERE ds = '2024-08-05 00:00:00' -2024-11-20 10:33:31,643 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-05 00:00:00', NHITS = '7621.53', Informer = '7592.47', LSTM = '7595.34', iTransformer = '7698.87', TSMixer = '7621.36', TSMixerx = '7617.55', PatchTST = '7611.03', RNN = '7638.07', GRU = '7653.23', TCN = '7735.43', BiTCN = '7591.9', DilatedRNN = '7625.9', MLP = '7595.08', DLinear = '7607.4', NLinear = '7626.78', TFT = '7606.12', StemGNN = '7648.05', MLPMultivariate = '7577.72', TiDE = '7617.05', DeepNPTS = '7605.43', y = '7610.0' WHERE ds = '2024-08-05 00:00:00' -2024-11-20 10:33:31,645 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-06 00:00:00', NHITS = '7614.82', Informer = '7598.47', LSTM = '7578.08', iTransformer = '7696.71', TSMixer = '7616.64', TSMixerx = '7609.5', PatchTST = '7607.33', RNN = '7612.45', GRU = '7636.6', TCN = '7706.2', BiTCN = '7602.73', DilatedRNN = '7605.37', MLP = '7605.46', DLinear = '7622.93', NLinear = '7609.92', TFT = '7603.31', StemGNN = '7648.18', MLPMultivariate = '7593.61', TiDE = '7621.72', DeepNPTS = '7609.77', y = '7596.67' WHERE ds = '2024-08-06 00:00:00' -2024-11-20 10:33:31,645 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-06 00:00:00', NHITS = '7614.82', Informer = '7598.47', LSTM = '7578.08', iTransformer = '7696.71', TSMixer = '7616.64', TSMixerx = '7609.5', PatchTST = '7607.33', RNN = '7612.45', GRU = '7636.6', TCN = '7706.2', BiTCN = '7602.73', DilatedRNN = '7605.37', MLP = '7605.46', DLinear = '7622.93', NLinear = '7609.92', TFT = '7603.31', StemGNN = '7648.18', MLPMultivariate = '7593.61', TiDE = '7621.72', DeepNPTS = '7609.77', y = '7596.67' WHERE ds = '2024-08-06 00:00:00' -2024-11-20 10:33:31,647 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-07 00:00:00', NHITS = '7600.42', Informer = '7592.13', LSTM = '7560.49', iTransformer = '7700.19', TSMixer = '7603.22', TSMixerx = '7600.74', PatchTST = '7594.67', RNN = '7605.4', GRU = '7620.27', TCN = '7632.15', BiTCN = '7602.99', DilatedRNN = '7587.78', MLP = '7602.43', DLinear = '7620.43', NLinear = '7599.1', TFT = '7588.53', StemGNN = '7647.25', MLPMultivariate = '7581.33', TiDE = '7607.23', DeepNPTS = '7602.89', y = '7586.67' WHERE ds = '2024-08-07 00:00:00' -2024-11-20 10:33:31,647 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-07 00:00:00', NHITS = '7600.42', Informer = '7592.13', LSTM = '7560.49', iTransformer = '7700.19', TSMixer = '7603.22', TSMixerx = '7600.74', PatchTST = '7594.67', RNN = '7605.4', GRU = '7620.27', TCN = '7632.15', BiTCN = '7602.99', DilatedRNN = '7587.78', MLP = '7602.43', DLinear = '7620.43', NLinear = '7599.1', TFT = '7588.53', StemGNN = '7647.25', MLPMultivariate = '7581.33', TiDE = '7607.23', DeepNPTS = '7602.89', y = '7586.67' WHERE ds = '2024-08-07 00:00:00' -2024-11-20 10:33:31,649 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-08 00:00:00', NHITS = '7582.46', Informer = '7579.27', LSTM = '7547.9', iTransformer = '7691.99', TSMixer = '7590.51', TSMixerx = '7583.07', PatchTST = '7585.2', RNN = '7581.87', GRU = '7610.47', TCN = '7580.54', BiTCN = '7596.98', DilatedRNN = '7572.43', MLP = '7580.94', DLinear = '7599.9', NLinear = '7587.52', TFT = '7592.21', StemGNN = '7644.23', MLPMultivariate = '7643.29', TiDE = '7591.49', DeepNPTS = '7595.2', y = '7583.33' WHERE ds = '2024-08-08 00:00:00' -2024-11-20 10:33:31,649 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-08 00:00:00', NHITS = '7582.46', Informer = '7579.27', LSTM = '7547.9', iTransformer = '7691.99', TSMixer = '7590.51', TSMixerx = '7583.07', PatchTST = '7585.2', RNN = '7581.87', GRU = '7610.47', TCN = '7580.54', BiTCN = '7596.98', DilatedRNN = '7572.43', MLP = '7580.94', DLinear = '7599.9', NLinear = '7587.52', TFT = '7592.21', StemGNN = '7644.23', MLPMultivariate = '7643.29', TiDE = '7591.49', DeepNPTS = '7595.2', y = '7583.33' WHERE ds = '2024-08-08 00:00:00' -2024-11-20 10:33:31,652 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-09 00:00:00', NHITS = '7572.3', Informer = '7579.08', LSTM = '7544.76', iTransformer = '7685.98', TSMixer = '7581.03', TSMixerx = '7579.99', PatchTST = '7585.11', RNN = '7579.56', GRU = '7609.39', TCN = '7579.0', BiTCN = '7593.55', DilatedRNN = '7571.36', MLP = '7577.72', DLinear = '7584.52', NLinear = '7578.71', TFT = '7580.27', StemGNN = '7640.76', MLPMultivariate = '7661.68', TiDE = '7580.79', DeepNPTS = '7613.95', y = '7583.33' WHERE ds = '2024-08-09 00:00:00' -2024-11-20 10:33:31,652 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-09 00:00:00', NHITS = '7572.3', Informer = '7579.08', LSTM = '7544.76', iTransformer = '7685.98', TSMixer = '7581.03', TSMixerx = '7579.99', PatchTST = '7585.11', RNN = '7579.56', GRU = '7609.39', TCN = '7579.0', BiTCN = '7593.55', DilatedRNN = '7571.36', MLP = '7577.72', DLinear = '7584.52', NLinear = '7578.71', TFT = '7580.27', StemGNN = '7640.76', MLPMultivariate = '7661.68', TiDE = '7580.79', DeepNPTS = '7613.95', y = '7583.33' WHERE ds = '2024-08-09 00:00:00' -2024-11-20 10:33:31,654 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-12 00:00:00', NHITS = '7565.19', Informer = '7562.29', LSTM = '7545.41', iTransformer = '7676.57', TSMixer = '7579.53', TSMixerx = '7568.37', PatchTST = '7583.51', RNN = '7586.38', GRU = '7610.8', TCN = '7581.76', BiTCN = '7591.14', DilatedRNN = '7573.16', MLP = '7571.12', DLinear = '7579.25', NLinear = '7574.68', TFT = '7569.9', StemGNN = '7637.37', MLPMultivariate = '7675.83', TiDE = '7579.89', DeepNPTS = '7606.85', y = '7586.67' WHERE ds = '2024-08-12 00:00:00' -2024-11-20 10:33:31,654 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-12 00:00:00', NHITS = '7565.19', Informer = '7562.29', LSTM = '7545.41', iTransformer = '7676.57', TSMixer = '7579.53', TSMixerx = '7568.37', PatchTST = '7583.51', RNN = '7586.38', GRU = '7610.8', TCN = '7581.76', BiTCN = '7591.14', DilatedRNN = '7573.16', MLP = '7571.12', DLinear = '7579.25', NLinear = '7574.68', TFT = '7569.9', StemGNN = '7637.37', MLPMultivariate = '7675.83', TiDE = '7579.89', DeepNPTS = '7606.85', y = '7586.67' WHERE ds = '2024-08-12 00:00:00' -2024-11-20 10:33:31,656 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-13 00:00:00', NHITS = '7563.62', Informer = '7566.02', LSTM = '7550.8', iTransformer = '7670.48', TSMixer = '7579.66', TSMixerx = '7581.39', PatchTST = '7587.7', RNN = '7591.05', GRU = '7616.26', TCN = '7595.69', BiTCN = '7589.46', DilatedRNN = '7581.39', MLP = '7578.19', DLinear = '7586.37', NLinear = '7580.72', TFT = '7572.45', StemGNN = '7634.98', MLPMultivariate = '7685.1', TiDE = '7584.15', DeepNPTS = '7605.62', y = '7593.33' WHERE ds = '2024-08-13 00:00:00' -2024-11-20 10:33:31,656 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-13 00:00:00', NHITS = '7563.62', Informer = '7566.02', LSTM = '7550.8', iTransformer = '7670.48', TSMixer = '7579.66', TSMixerx = '7581.39', PatchTST = '7587.7', RNN = '7591.05', GRU = '7616.26', TCN = '7595.69', BiTCN = '7589.46', DilatedRNN = '7581.39', MLP = '7578.19', DLinear = '7586.37', NLinear = '7580.72', TFT = '7572.45', StemGNN = '7634.98', MLPMultivariate = '7685.1', TiDE = '7584.15', DeepNPTS = '7605.62', y = '7593.33' WHERE ds = '2024-08-13 00:00:00' -2024-11-20 10:33:31,658 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-14 00:00:00', NHITS = '7576.39', Informer = '7581.33', LSTM = '7560.34', iTransformer = '7675.32', TSMixer = '7581.9', TSMixerx = '7581.96', PatchTST = '7593.26', RNN = '7601.19', GRU = '7625.12', TCN = '7601.06', BiTCN = '7585.96', DilatedRNN = '7582.96', MLP = '7591.15', DLinear = '7583.67', NLinear = '7594.52', TFT = '7589.33', StemGNN = '7632.88', MLPMultivariate = '7686.85', TiDE = '7588.09', DeepNPTS = '7596.56', y = '7590.0' WHERE ds = '2024-08-14 00:00:00' -2024-11-20 10:33:31,658 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-14 00:00:00', NHITS = '7576.39', Informer = '7581.33', LSTM = '7560.34', iTransformer = '7675.32', TSMixer = '7581.9', TSMixerx = '7581.96', PatchTST = '7593.26', RNN = '7601.19', GRU = '7625.12', TCN = '7601.06', BiTCN = '7585.96', DilatedRNN = '7582.96', MLP = '7591.15', DLinear = '7583.67', NLinear = '7594.52', TFT = '7589.33', StemGNN = '7632.88', MLPMultivariate = '7686.85', TiDE = '7588.09', DeepNPTS = '7596.56', y = '7590.0' WHERE ds = '2024-08-14 00:00:00' -2024-11-20 10:33:31,661 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-15 00:00:00', NHITS = '7577.48', Informer = '7580.18', LSTM = '7554.1', iTransformer = '7682.5', TSMixer = '7580.27', TSMixerx = '7581.07', PatchTST = '7588.06', RNN = '7594.36', GRU = '7617.3', TCN = '7594.63', BiTCN = '7577.61', DilatedRNN = '7574.04', MLP = '7585.9', DLinear = '7573.04', NLinear = '7589.19', TFT = '7595.72', StemGNN = '7630.35', MLPMultivariate = '7676.25', TiDE = '7584.21', DeepNPTS = '7588.85', y = '7583.33' WHERE ds = '2024-08-15 00:00:00' -2024-11-20 10:33:31,661 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-15 00:00:00', NHITS = '7577.48', Informer = '7580.18', LSTM = '7554.1', iTransformer = '7682.5', TSMixer = '7580.27', TSMixerx = '7581.07', PatchTST = '7588.06', RNN = '7594.36', GRU = '7617.3', TCN = '7594.63', BiTCN = '7577.61', DilatedRNN = '7574.04', MLP = '7585.9', DLinear = '7573.04', NLinear = '7589.19', TFT = '7595.72', StemGNN = '7630.35', MLPMultivariate = '7676.25', TiDE = '7584.21', DeepNPTS = '7588.85', y = '7583.33' WHERE ds = '2024-08-15 00:00:00' -2024-11-20 10:33:31,663 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-16 00:00:00', NHITS = '7575.3', Informer = '7564.63', LSTM = '7545.8', iTransformer = '7686.68', TSMixer = '7575.85', TSMixerx = '7576.91', PatchTST = '7580.0', RNN = '7585.32', GRU = '7609.72', TCN = '7583.25', BiTCN = '7570.84', DilatedRNN = '7568.21', MLP = '7574.59', DLinear = '7570.58', NLinear = '7584.68', TFT = '7589.57', StemGNN = '7627.38', MLPMultivariate = '7665.61', TiDE = '7577.83', DeepNPTS = '7587.43', y = '7583.33' WHERE ds = '2024-08-16 00:00:00' -2024-11-20 10:33:31,663 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-16 00:00:00', NHITS = '7575.3', Informer = '7564.63', LSTM = '7545.8', iTransformer = '7686.68', TSMixer = '7575.85', TSMixerx = '7576.91', PatchTST = '7580.0', RNN = '7585.32', GRU = '7609.72', TCN = '7583.25', BiTCN = '7570.84', DilatedRNN = '7568.21', MLP = '7574.59', DLinear = '7570.58', NLinear = '7584.68', TFT = '7589.57', StemGNN = '7627.38', MLPMultivariate = '7665.61', TiDE = '7577.83', DeepNPTS = '7587.43', y = '7583.33' WHERE ds = '2024-08-16 00:00:00' -2024-11-20 10:33:31,666 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-19 00:00:00', NHITS = '7583.78', Informer = '7564.47', LSTM = '7547.04', iTransformer = '7693.78', TSMixer = '7576.66', TSMixerx = '7590.53', PatchTST = '7583.24', RNN = '7587.57', GRU = '7611.94', TCN = '7580.78', BiTCN = '7566.85', DilatedRNN = '7568.77', MLP = '7576.56', DLinear = '7563.43', NLinear = '7580.76', TFT = '7592.1', StemGNN = '7624.46', MLPMultivariate = '7672.57', TiDE = '7577.68', DeepNPTS = '7592.79', y = '7570.0' WHERE ds = '2024-08-19 00:00:00' -2024-11-20 10:33:31,666 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-19 00:00:00', NHITS = '7583.78', Informer = '7564.47', LSTM = '7547.04', iTransformer = '7693.78', TSMixer = '7576.66', TSMixerx = '7590.53', PatchTST = '7583.24', RNN = '7587.57', GRU = '7611.94', TCN = '7580.78', BiTCN = '7566.85', DilatedRNN = '7568.77', MLP = '7576.56', DLinear = '7563.43', NLinear = '7580.76', TFT = '7592.1', StemGNN = '7624.46', MLPMultivariate = '7672.57', TiDE = '7577.68', DeepNPTS = '7592.79', y = '7570.0' WHERE ds = '2024-08-19 00:00:00' -2024-11-20 10:33:31,669 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-20 00:00:00', NHITS = '7572.15', Informer = '7547.01', LSTM = '7526.81', iTransformer = '7671.45', TSMixer = '7568.6', TSMixerx = '7580.24', PatchTST = '7569.61', RNN = '7567.35', GRU = '7591.95', TCN = '7568.04', BiTCN = '7561.53', DilatedRNN = '7550.82', MLP = '7574.94', DLinear = '7559.89', NLinear = '7564.28', TFT = '7585.51', StemGNN = '7621.06', MLPMultivariate = '7668.15', TiDE = '7564.85', DeepNPTS = '7593.95', y = '7570.0' WHERE ds = '2024-08-20 00:00:00' -2024-11-20 10:33:31,669 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-20 00:00:00', NHITS = '7572.15', Informer = '7547.01', LSTM = '7526.81', iTransformer = '7671.45', TSMixer = '7568.6', TSMixerx = '7580.24', PatchTST = '7569.61', RNN = '7567.35', GRU = '7591.95', TCN = '7568.04', BiTCN = '7561.53', DilatedRNN = '7550.82', MLP = '7574.94', DLinear = '7559.89', NLinear = '7564.28', TFT = '7585.51', StemGNN = '7621.06', MLPMultivariate = '7668.15', TiDE = '7564.85', DeepNPTS = '7593.95', y = '7570.0' WHERE ds = '2024-08-20 00:00:00' -2024-11-20 10:33:31,671 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-21 00:00:00', NHITS = '7573.42', Informer = '7547.32', LSTM = '7530.82', iTransformer = '7666.64', TSMixer = '7567.89', TSMixerx = '7575.96', PatchTST = '7578.4', RNN = '7571.05', GRU = '7598.86', TCN = '7567.66', BiTCN = '7559.81', DilatedRNN = '7551.3', MLP = '7579.86', DLinear = '7556.56', NLinear = '7568.24', TFT = '7577.28', StemGNN = '7617.48', MLPMultivariate = '7658.24', TiDE = '7567.96', DeepNPTS = '7595.48', y = '7570.0' WHERE ds = '2024-08-21 00:00:00' -2024-11-20 10:33:31,671 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-21 00:00:00', NHITS = '7573.42', Informer = '7547.32', LSTM = '7530.82', iTransformer = '7666.64', TSMixer = '7567.89', TSMixerx = '7575.96', PatchTST = '7578.4', RNN = '7571.05', GRU = '7598.86', TCN = '7567.66', BiTCN = '7559.81', DilatedRNN = '7551.3', MLP = '7579.86', DLinear = '7556.56', NLinear = '7568.24', TFT = '7577.28', StemGNN = '7617.48', MLPMultivariate = '7658.24', TiDE = '7567.96', DeepNPTS = '7595.48', y = '7570.0' WHERE ds = '2024-08-21 00:00:00' -2024-11-20 10:33:31,674 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-22 00:00:00', NHITS = '7573.07', Informer = '7553.0', LSTM = '7529.61', iTransformer = '7668.62', TSMixer = '7570.14', TSMixerx = '7576.54', PatchTST = '7578.19', RNN = '7572.59', GRU = '7597.05', TCN = '7564.06', BiTCN = '7557.67', DilatedRNN = '7549.96', MLP = '7582.79', DLinear = '7558.09', NLinear = '7571.36', TFT = '7573.0', StemGNN = '7613.63', MLPMultivariate = '7649.21', TiDE = '7570.82', DeepNPTS = '7596.41', y = '7590.0' WHERE ds = '2024-08-22 00:00:00' -2024-11-20 10:33:31,674 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-22 00:00:00', NHITS = '7573.07', Informer = '7553.0', LSTM = '7529.61', iTransformer = '7668.62', TSMixer = '7570.14', TSMixerx = '7576.54', PatchTST = '7578.19', RNN = '7572.59', GRU = '7597.05', TCN = '7564.06', BiTCN = '7557.67', DilatedRNN = '7549.96', MLP = '7582.79', DLinear = '7558.09', NLinear = '7571.36', TFT = '7573.0', StemGNN = '7613.63', MLPMultivariate = '7649.21', TiDE = '7570.82', DeepNPTS = '7596.41', y = '7590.0' WHERE ds = '2024-08-22 00:00:00' -2024-11-20 10:33:31,676 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-23 00:00:00', NHITS = '7591.57', Informer = '7570.94', LSTM = '7560.14', iTransformer = '7670.81', TSMixer = '7585.53', TSMixerx = '7577.36', PatchTST = '7595.08', RNN = '7597.17', GRU = '7628.08', TCN = '7602.95', BiTCN = '7563.0', DilatedRNN = '7578.88', MLP = '7588.25', DLinear = '7580.61', NLinear = '7588.53', TFT = '7588.33', StemGNN = '7610.53', MLPMultivariate = '7651.94', TiDE = '7586.39', DeepNPTS = '7599.99', y = '7583.33' WHERE ds = '2024-08-23 00:00:00' -2024-11-20 10:33:31,676 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-23 00:00:00', NHITS = '7591.57', Informer = '7570.94', LSTM = '7560.14', iTransformer = '7670.81', TSMixer = '7585.53', TSMixerx = '7577.36', PatchTST = '7595.08', RNN = '7597.17', GRU = '7628.08', TCN = '7602.95', BiTCN = '7563.0', DilatedRNN = '7578.88', MLP = '7588.25', DLinear = '7580.61', NLinear = '7588.53', TFT = '7588.33', StemGNN = '7610.53', MLPMultivariate = '7651.94', TiDE = '7586.39', DeepNPTS = '7599.99', y = '7583.33' WHERE ds = '2024-08-23 00:00:00' -2024-11-20 10:33:31,679 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-26 00:00:00', NHITS = '7585.94', Informer = '7559.82', LSTM = '7544.76', iTransformer = '7661.83', TSMixer = '7584.95', TSMixerx = '7583.38', PatchTST = '7584.8', RNN = '7588.16', GRU = '7607.8', TCN = '7587.92', BiTCN = '7569.26', DilatedRNN = '7568.6', MLP = '7581.87', DLinear = '7588.27', NLinear = '7584.7', TFT = '7584.03', StemGNN = '7607.22', MLPMultivariate = '7649.99', TiDE = '7582.57', DeepNPTS = '7594.95', y = '7583.33' WHERE ds = '2024-08-26 00:00:00' -2024-11-20 10:33:31,679 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-26 00:00:00', NHITS = '7585.94', Informer = '7559.82', LSTM = '7544.76', iTransformer = '7661.83', TSMixer = '7584.95', TSMixerx = '7583.38', PatchTST = '7584.8', RNN = '7588.16', GRU = '7607.8', TCN = '7587.92', BiTCN = '7569.26', DilatedRNN = '7568.6', MLP = '7581.87', DLinear = '7588.27', NLinear = '7584.7', TFT = '7584.03', StemGNN = '7607.22', MLPMultivariate = '7649.99', TiDE = '7582.57', DeepNPTS = '7594.95', y = '7583.33' WHERE ds = '2024-08-26 00:00:00' -2024-11-20 10:33:31,681 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-27 00:00:00', NHITS = '7583.67', Informer = '7562.52', LSTM = '7548.9', iTransformer = '7658.7', TSMixer = '7583.01', TSMixerx = '7588.14', PatchTST = '7583.17', RNN = '7588.62', GRU = '7614.19', TCN = '7590.1', BiTCN = '7572.3', DilatedRNN = '7571.03', MLP = '7577.78', DLinear = '7596.16', NLinear = '7581.18', TFT = '7582.94', StemGNN = '7603.87', MLPMultivariate = '7646.62', TiDE = '7585.5', DeepNPTS = '7587.22', y = '7610.0' WHERE ds = '2024-08-27 00:00:00' -2024-11-20 10:33:31,681 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-27 00:00:00', NHITS = '7583.67', Informer = '7562.52', LSTM = '7548.9', iTransformer = '7658.7', TSMixer = '7583.01', TSMixerx = '7588.14', PatchTST = '7583.17', RNN = '7588.62', GRU = '7614.19', TCN = '7590.1', BiTCN = '7572.3', DilatedRNN = '7571.03', MLP = '7577.78', DLinear = '7596.16', NLinear = '7581.18', TFT = '7582.94', StemGNN = '7603.87', MLPMultivariate = '7646.62', TiDE = '7585.5', DeepNPTS = '7587.22', y = '7610.0' WHERE ds = '2024-08-27 00:00:00' -2024-11-20 10:33:31,684 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-28 00:00:00', NHITS = '7608.75', Informer = '7573.37', LSTM = '7587.12', iTransformer = '7673.3', TSMixer = '7599.94', TSMixerx = '7608.28', PatchTST = '7606.73', RNN = '7628.21', GRU = '7652.47', TCN = '7664.54', BiTCN = '7591.65', DilatedRNN = '7610.38', MLP = '7596.44', DLinear = '7602.33', NLinear = '7610.44', TFT = '7591.02', StemGNN = '7601.62', MLPMultivariate = '7649.51', TiDE = '7604.31', DeepNPTS = '7595.06', y = '7610.0' WHERE ds = '2024-08-28 00:00:00' -2024-11-20 10:33:31,684 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-28 00:00:00', NHITS = '7608.75', Informer = '7573.37', LSTM = '7587.12', iTransformer = '7673.3', TSMixer = '7599.94', TSMixerx = '7608.28', PatchTST = '7606.73', RNN = '7628.21', GRU = '7652.47', TCN = '7664.54', BiTCN = '7591.65', DilatedRNN = '7610.38', MLP = '7596.44', DLinear = '7602.33', NLinear = '7610.44', TFT = '7591.02', StemGNN = '7601.62', MLPMultivariate = '7649.51', TiDE = '7604.31', DeepNPTS = '7595.06', y = '7610.0' WHERE ds = '2024-08-28 00:00:00' -2024-11-20 10:33:31,686 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-29 00:00:00', NHITS = '7610.24', Informer = '7581.95', LSTM = '7579.49', iTransformer = '7667.2', TSMixer = '7606.13', TSMixerx = '7611.64', PatchTST = '7601.7', RNN = '7614.17', GRU = '7638.98', TCN = '7657.09', BiTCN = '7608.52', DilatedRNN = '7604.72', MLP = '7599.74', DLinear = '7592.46', NLinear = '7610.07', TFT = '7593.12', StemGNN = '7599.89', MLPMultivariate = '7651.06', TiDE = '7610.39', DeepNPTS = '7598.34', y = '7613.33' WHERE ds = '2024-08-29 00:00:00' -2024-11-20 10:33:31,686 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-29 00:00:00', NHITS = '7610.24', Informer = '7581.95', LSTM = '7579.49', iTransformer = '7667.2', TSMixer = '7606.13', TSMixerx = '7611.64', PatchTST = '7601.7', RNN = '7614.17', GRU = '7638.98', TCN = '7657.09', BiTCN = '7608.52', DilatedRNN = '7604.72', MLP = '7599.74', DLinear = '7592.46', NLinear = '7610.07', TFT = '7593.12', StemGNN = '7599.89', MLPMultivariate = '7651.06', TiDE = '7610.39', DeepNPTS = '7598.34', y = '7613.33' WHERE ds = '2024-08-29 00:00:00' -2024-11-20 10:33:31,688 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-30 00:00:00', NHITS = '7614.03', Informer = '7597.63', LSTM = '7586.96', iTransformer = '7655.72', TSMixer = '7609.34', TSMixerx = '7627.82', PatchTST = '7609.66', RNN = '7622.84', GRU = '7647.73', TCN = '7683.32', BiTCN = '7625.2', DilatedRNN = '7611.68', MLP = '7604.11', DLinear = '7604.98', NLinear = '7607.4', TFT = '7605.44', StemGNN = '7598.84', MLPMultivariate = '7655.51', TiDE = '7616.44', DeepNPTS = '7604.42', y = '7606.67' WHERE ds = '2024-08-30 00:00:00' -2024-11-20 10:33:31,688 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-30 00:00:00', NHITS = '7614.03', Informer = '7597.63', LSTM = '7586.96', iTransformer = '7655.72', TSMixer = '7609.34', TSMixerx = '7627.82', PatchTST = '7609.66', RNN = '7622.84', GRU = '7647.73', TCN = '7683.32', BiTCN = '7625.2', DilatedRNN = '7611.68', MLP = '7604.11', DLinear = '7604.98', NLinear = '7607.4', TFT = '7605.44', StemGNN = '7598.84', MLPMultivariate = '7655.51', TiDE = '7616.44', DeepNPTS = '7604.42', y = '7606.67' WHERE ds = '2024-08-30 00:00:00' -2024-11-20 10:33:31,691 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-02 00:00:00', NHITS = '7605.77', Informer = '7607.48', LSTM = '7574.01', iTransformer = '7657.55', TSMixer = '7606.13', TSMixerx = '7623.34', PatchTST = '7601.08', RNN = '7617.14', GRU = '7632.79', TCN = '7647.45', BiTCN = '7631.48', DilatedRNN = '7601.88', MLP = '7607.32', DLinear = '7602.92', NLinear = '7610.32', TFT = '7598.03', StemGNN = '7597.7', MLPMultivariate = '7649.4', TiDE = '7604.07', DeepNPTS = '7593.73', y = '7583.33' WHERE ds = '2024-09-02 00:00:00' -2024-11-20 10:33:31,691 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-02 00:00:00', NHITS = '7605.77', Informer = '7607.48', LSTM = '7574.01', iTransformer = '7657.55', TSMixer = '7606.13', TSMixerx = '7623.34', PatchTST = '7601.08', RNN = '7617.14', GRU = '7632.79', TCN = '7647.45', BiTCN = '7631.48', DilatedRNN = '7601.88', MLP = '7607.32', DLinear = '7602.92', NLinear = '7610.32', TFT = '7598.03', StemGNN = '7597.7', MLPMultivariate = '7649.4', TiDE = '7604.07', DeepNPTS = '7593.73', y = '7583.33' WHERE ds = '2024-09-02 00:00:00' -2024-11-20 10:33:31,693 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-03 00:00:00', NHITS = '7585.53', Informer = '7591.18', LSTM = '7541.28', iTransformer = '7616.14', TSMixer = '7585.56', TSMixerx = '7597.08', PatchTST = '7575.22', RNN = '7577.4', GRU = '7602.02', TCN = '7584.32', BiTCN = '7620.22', DilatedRNN = '7566.19', MLP = '7593.28', DLinear = '7584.09', NLinear = '7584.79', TFT = '7569.87', StemGNN = '7596.02', MLPMultivariate = '7632.57', TiDE = '7579.08', DeepNPTS = '7589.84', y = '7562.5' WHERE ds = '2024-09-03 00:00:00' -2024-11-20 10:33:31,693 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-03 00:00:00', NHITS = '7585.53', Informer = '7591.18', LSTM = '7541.28', iTransformer = '7616.14', TSMixer = '7585.56', TSMixerx = '7597.08', PatchTST = '7575.22', RNN = '7577.4', GRU = '7602.02', TCN = '7584.32', BiTCN = '7620.22', DilatedRNN = '7566.19', MLP = '7593.28', DLinear = '7584.09', NLinear = '7584.79', TFT = '7569.87', StemGNN = '7596.02', MLPMultivariate = '7632.57', TiDE = '7579.08', DeepNPTS = '7589.84', y = '7562.5' WHERE ds = '2024-09-03 00:00:00' -2024-11-20 10:33:31,694 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-04 00:00:00', NHITS = '7568.37', Informer = '7571.94', LSTM = '7515.98', iTransformer = '7610.57', TSMixer = '7565.79', TSMixerx = '7581.26', PatchTST = '7562.25', RNN = '7558.08', GRU = '7581.85', TCN = '7545.27', BiTCN = '7604.56', DilatedRNN = '7535.46', MLP = '7576.39', DLinear = '7572.94', NLinear = '7565.45', TFT = '7557.33', StemGNN = '7593.59', MLPMultivariate = '7618.83', TiDE = '7560.98', DeepNPTS = '7584.89', y = '7535.0' WHERE ds = '2024-09-04 00:00:00' -2024-11-20 10:33:31,694 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-04 00:00:00', NHITS = '7568.37', Informer = '7571.94', LSTM = '7515.98', iTransformer = '7610.57', TSMixer = '7565.79', TSMixerx = '7581.26', PatchTST = '7562.25', RNN = '7558.08', GRU = '7581.85', TCN = '7545.27', BiTCN = '7604.56', DilatedRNN = '7535.46', MLP = '7576.39', DLinear = '7572.94', NLinear = '7565.45', TFT = '7557.33', StemGNN = '7593.59', MLPMultivariate = '7618.83', TiDE = '7560.98', DeepNPTS = '7584.89', y = '7535.0' WHERE ds = '2024-09-04 00:00:00' -2024-11-20 10:33:31,698 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-05 00:00:00', NHITS = '7543.76', Informer = '7554.78', LSTM = '7480.27', iTransformer = '7596.32', TSMixer = '7542.46', TSMixerx = '7560.43', PatchTST = '7542.41', RNN = '7526.06', GRU = '7549.62', TCN = '7514.26', BiTCN = '7580.6', DilatedRNN = '7496.51', MLP = '7554.42', DLinear = '7552.65', NLinear = '7529.62', TFT = '7533.45', StemGNN = '7589.9', MLPMultivariate = '7609.7', TiDE = '7536.19', DeepNPTS = '7604.62', y = '7475.0' WHERE ds = '2024-09-05 00:00:00' -2024-11-20 10:33:31,698 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-05 00:00:00', NHITS = '7543.76', Informer = '7554.78', LSTM = '7480.27', iTransformer = '7596.32', TSMixer = '7542.46', TSMixerx = '7560.43', PatchTST = '7542.41', RNN = '7526.06', GRU = '7549.62', TCN = '7514.26', BiTCN = '7580.6', DilatedRNN = '7496.51', MLP = '7554.42', DLinear = '7552.65', NLinear = '7529.62', TFT = '7533.45', StemGNN = '7589.9', MLPMultivariate = '7609.7', TiDE = '7536.19', DeepNPTS = '7604.62', y = '7475.0' WHERE ds = '2024-09-05 00:00:00' -2024-11-20 10:33:31,700 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-06 00:00:00', NHITS = '7486.44', Informer = '7535.38', LSTM = '7399.34', iTransformer = '7579.63', TSMixer = '7490.15', TSMixerx = '7530.32', PatchTST = '7484.73', RNN = '7455.8', GRU = '7477.09', TCN = '7467.9', BiTCN = '7540.47', DilatedRNN = '7420.37', MLP = '7514.24', DLinear = '7518.1', NLinear = '7469.82', TFT = '7508.77', StemGNN = '7582.87', MLPMultivariate = '7581.29', TiDE = '7483.85', DeepNPTS = '7606.65', y = '7442.5' WHERE ds = '2024-09-06 00:00:00' -2024-11-20 10:33:31,700 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-06 00:00:00', NHITS = '7486.44', Informer = '7535.38', LSTM = '7399.34', iTransformer = '7579.63', TSMixer = '7490.15', TSMixerx = '7530.32', PatchTST = '7484.73', RNN = '7455.8', GRU = '7477.09', TCN = '7467.9', BiTCN = '7540.47', DilatedRNN = '7420.37', MLP = '7514.24', DLinear = '7518.1', NLinear = '7469.82', TFT = '7508.77', StemGNN = '7582.87', MLPMultivariate = '7581.29', TiDE = '7483.85', DeepNPTS = '7606.65', y = '7442.5' WHERE ds = '2024-09-06 00:00:00' -2024-11-20 10:33:31,703 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-09 00:00:00', NHITS = '7470.01', Informer = '7515.88', LSTM = '7364.62', iTransformer = '7562.42', TSMixer = '7446.27', TSMixerx = '7498.53', PatchTST = '7460.67', RNN = '7431.29', GRU = '7457.63', TCN = '7439.77', BiTCN = '7496.35', DilatedRNN = '7380.39', MLP = '7490.04', DLinear = '7478.05', NLinear = '7433.33', TFT = '7489.86', StemGNN = '7574.18', MLPMultivariate = '7557.17', TiDE = '7447.27', DeepNPTS = '7583.34', y = '7422.5' WHERE ds = '2024-09-09 00:00:00' -2024-11-20 10:33:31,703 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-09 00:00:00', NHITS = '7470.01', Informer = '7515.88', LSTM = '7364.62', iTransformer = '7562.42', TSMixer = '7446.27', TSMixerx = '7498.53', PatchTST = '7460.67', RNN = '7431.29', GRU = '7457.63', TCN = '7439.77', BiTCN = '7496.35', DilatedRNN = '7380.39', MLP = '7490.04', DLinear = '7478.05', NLinear = '7433.33', TFT = '7489.86', StemGNN = '7574.18', MLPMultivariate = '7557.17', TiDE = '7447.27', DeepNPTS = '7583.34', y = '7422.5' WHERE ds = '2024-09-09 00:00:00' -2024-11-20 10:33:31,705 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-10 00:00:00', NHITS = '7451.33', Informer = '7504.81', LSTM = '7339.71', iTransformer = '7541.21', TSMixer = '7420.48', TSMixerx = '7477.1', PatchTST = '7438.77', RNN = '7409.71', GRU = '7440.34', TCN = '7417.87', BiTCN = '7462.64', DilatedRNN = '7355.09', MLP = '7458.54', DLinear = '7445.15', NLinear = '7421.15', TFT = '7475.16', StemGNN = '7564.85', MLPMultivariate = '7527.78', TiDE = '7425.45', DeepNPTS = '7562.5', y = '7412.5' WHERE ds = '2024-09-10 00:00:00' -2024-11-20 10:33:31,705 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-10 00:00:00', NHITS = '7451.33', Informer = '7504.81', LSTM = '7339.71', iTransformer = '7541.21', TSMixer = '7420.48', TSMixerx = '7477.1', PatchTST = '7438.77', RNN = '7409.71', GRU = '7440.34', TCN = '7417.87', BiTCN = '7462.64', DilatedRNN = '7355.09', MLP = '7458.54', DLinear = '7445.15', NLinear = '7421.15', TFT = '7475.16', StemGNN = '7564.85', MLPMultivariate = '7527.78', TiDE = '7425.45', DeepNPTS = '7562.5', y = '7412.5' WHERE ds = '2024-09-10 00:00:00' -2024-11-20 10:33:31,708 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-11 00:00:00', NHITS = '7430.97', Informer = '7491.05', LSTM = '7330.97', iTransformer = '7519.37', TSMixer = '7404.28', TSMixerx = '7462.26', PatchTST = '7420.89', RNN = '7398.85', GRU = '7436.14', TCN = '7408.15', BiTCN = '7431.14', DilatedRNN = '7340.45', MLP = '7432.55', DLinear = '7418.98', NLinear = '7415.28', TFT = '7464.61', StemGNN = '7555.64', MLPMultivariate = '7498.71', TiDE = '7417.44', DeepNPTS = '7535.0', y = '7387.5' WHERE ds = '2024-09-11 00:00:00' -2024-11-20 10:33:31,708 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-11 00:00:00', NHITS = '7430.97', Informer = '7491.05', LSTM = '7330.97', iTransformer = '7519.37', TSMixer = '7404.28', TSMixerx = '7462.26', PatchTST = '7420.89', RNN = '7398.85', GRU = '7436.14', TCN = '7408.15', BiTCN = '7431.14', DilatedRNN = '7340.45', MLP = '7432.55', DLinear = '7418.98', NLinear = '7415.28', TFT = '7464.61', StemGNN = '7555.64', MLPMultivariate = '7498.71', TiDE = '7417.44', DeepNPTS = '7535.0', y = '7387.5' WHERE ds = '2024-09-11 00:00:00' -2024-11-20 10:33:31,710 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-12 00:00:00', NHITS = '7398.0', Informer = '7478.74', LSTM = '7303.67', iTransformer = '7492.92', TSMixer = '7382.31', TSMixerx = '7444.67', PatchTST = '7391.09', RNN = '7382.94', GRU = '7411.65', TCN = '7396.88', BiTCN = '7397.14', DilatedRNN = '7313.15', MLP = '7402.38', DLinear = '7400.79', NLinear = '7386.94', TFT = '7448.76', StemGNN = '7545.54', MLPMultivariate = '7460.06', TiDE = '7395.3', DeepNPTS = '7475.01', y = '7380.0' WHERE ds = '2024-09-12 00:00:00' -2024-11-20 10:33:31,710 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-12 00:00:00', NHITS = '7398.0', Informer = '7478.74', LSTM = '7303.67', iTransformer = '7492.92', TSMixer = '7382.31', TSMixerx = '7444.67', PatchTST = '7391.09', RNN = '7382.94', GRU = '7411.65', TCN = '7396.88', BiTCN = '7397.14', DilatedRNN = '7313.15', MLP = '7402.38', DLinear = '7400.79', NLinear = '7386.94', TFT = '7448.76', StemGNN = '7545.54', MLPMultivariate = '7460.06', TiDE = '7395.3', DeepNPTS = '7475.01', y = '7380.0' WHERE ds = '2024-09-12 00:00:00' -2024-11-20 10:33:31,712 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-13 00:00:00', NHITS = '7388.71', Informer = '7460.03', LSTM = '7300.95', iTransformer = '7464.13', TSMixer = '7369.45', TSMixerx = '7424.93', PatchTST = '7380.86', RNN = '7379.25', GRU = '7411.88', TCN = '7392.85', BiTCN = '7374.15', DilatedRNN = '7309.57', MLP = '7382.1', DLinear = '7401.54', NLinear = '7385.04', TFT = '7438.55', StemGNN = '7535.68', MLPMultivariate = '7439.73', TiDE = '7384.62', DeepNPTS = '7442.51', y = '7395.0' WHERE ds = '2024-09-13 00:00:00' -2024-11-20 10:33:31,712 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-13 00:00:00', NHITS = '7388.71', Informer = '7460.03', LSTM = '7300.95', iTransformer = '7464.13', TSMixer = '7369.45', TSMixerx = '7424.93', PatchTST = '7380.86', RNN = '7379.25', GRU = '7411.88', TCN = '7392.85', BiTCN = '7374.15', DilatedRNN = '7309.57', MLP = '7382.1', DLinear = '7401.54', NLinear = '7385.04', TFT = '7438.55', StemGNN = '7535.68', MLPMultivariate = '7439.73', TiDE = '7384.62', DeepNPTS = '7442.51', y = '7395.0' WHERE ds = '2024-09-13 00:00:00' -2024-11-20 10:33:31,714 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-14 00:00:00', NHITS = '7403.95', Informer = '7464.0', LSTM = '7318.92', iTransformer = '7450.39', TSMixer = '7380.9', TSMixerx = '7417.35', PatchTST = '7390.87', RNN = '7396.28', GRU = '7429.07', TCN = '7406.03', BiTCN = '7371.11', DilatedRNN = '7327.5', MLP = '7375.1', DLinear = '7403.94', NLinear = '7403.98', TFT = '7435.49', StemGNN = '7527.23', MLPMultivariate = '7421.01', TiDE = '7393.19', DeepNPTS = '7422.53', y = '7375.0' WHERE ds = '2024-09-14 00:00:00' -2024-11-20 10:33:31,714 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-14 00:00:00', NHITS = '7403.95', Informer = '7464.0', LSTM = '7318.92', iTransformer = '7450.39', TSMixer = '7380.9', TSMixerx = '7417.35', PatchTST = '7390.87', RNN = '7396.28', GRU = '7429.07', TCN = '7406.03', BiTCN = '7371.11', DilatedRNN = '7327.5', MLP = '7375.1', DLinear = '7403.94', NLinear = '7403.98', TFT = '7435.49', StemGNN = '7527.23', MLPMultivariate = '7421.01', TiDE = '7393.19', DeepNPTS = '7422.53', y = '7375.0' WHERE ds = '2024-09-14 00:00:00' -2024-11-20 10:33:31,716 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-18 00:00:00', NHITS = '7378.25', Informer = '7450.51', LSTM = '7296.64', iTransformer = '7420.48', TSMixer = '7374.33', TSMixerx = '7397.35', PatchTST = '7365.31', RNN = '7369.65', GRU = '7403.89', TCN = '7405.31', BiTCN = '7367.04', DilatedRNN = '7307.74', MLP = '7352.11', DLinear = '7382.56', NLinear = '7384.77', TFT = '7418.46', StemGNN = '7518.24', MLPMultivariate = '7376.68', TiDE = '7382.2', DeepNPTS = '7412.61', y = '7342.5' WHERE ds = '2024-09-18 00:00:00' -2024-11-20 10:33:31,716 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-18 00:00:00', NHITS = '7378.25', Informer = '7450.51', LSTM = '7296.64', iTransformer = '7420.48', TSMixer = '7374.33', TSMixerx = '7397.35', PatchTST = '7365.31', RNN = '7369.65', GRU = '7403.89', TCN = '7405.31', BiTCN = '7367.04', DilatedRNN = '7307.74', MLP = '7352.11', DLinear = '7382.56', NLinear = '7384.77', TFT = '7418.46', StemGNN = '7518.24', MLPMultivariate = '7376.68', TiDE = '7382.2', DeepNPTS = '7412.61', y = '7342.5' WHERE ds = '2024-09-18 00:00:00' -2024-11-20 10:33:31,719 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-19 00:00:00', NHITS = '7345.8', Informer = '7424.07', LSTM = '7273.03', iTransformer = '7383.78', TSMixer = '7351.39', TSMixerx = '7367.71', PatchTST = '7348.02', RNN = '7343.67', GRU = '7377.78', TCN = '7405.74', BiTCN = '7364.49', DilatedRNN = '7286.64', MLP = '7340.79', DLinear = '7371.55', NLinear = '7346.23', TFT = '7404.98', StemGNN = '7508.11', MLPMultivariate = '7313.24', TiDE = '7357.08', DeepNPTS = '7392.25', y = '7325.0' WHERE ds = '2024-09-19 00:00:00' -2024-11-20 10:37:53,139 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx -2024-11-20 10:37:53,139 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx -2024-11-20 10:37:53,141 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date 2024-11-01 -2024-11-20 10:37:53,141 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date 2024-11-01 diff --git a/logs/pricepredict.log.5 b/logs/pricepredict.log.5 index 465f809..4fa4350 100644 --- a/logs/pricepredict.log.5 +++ b/logs/pricepredict.log.5 @@ -1,8062 +1,649 @@ -2024-11-14 10:55:38,473 - my_logger - INFO - ָ ԭ1ܻ -2024-11-14 10:55:39,769 - my_logger - INFO - ָ ԭ4ֵܾ -2024-11-14 10:55:39,770 - my_logger - INFO - ָ :ͳ::ͬ -2024-11-14 10:55:39,770 - my_logger - INFO - ָ :ͳ:: -2024-11-14 10:55:40,548 - my_logger - INFO - ָ ͳӪ:4ƽֵ: -2024-11-14 10:55:42,424 - my_logger - INFO - ָ ִк:¹:ں -2024-11-14 10:55:42,425 - my_logger - INFO - ָ ִк:¹:ʺ -2024-11-14 10:55:42,425 - my_logger - INFO - ָ ִк::ں -2024-11-14 10:55:42,425 - my_logger - INFO - ָ ִк::ʺ -2024-11-14 10:55:42,426 - my_logger - INFO - ָ ִк:Ӣ:ں -2024-11-14 10:55:42,426 - my_logger - INFO - ָ ִк:Ӣ:ʺ -2024-11-14 10:55:42,426 - my_logger - INFO - ָ ִк:ӡ:ں -2024-11-14 10:55:42,427 - my_logger - INFO - ָ ִк:ӡ:ʺ -2024-11-14 10:55:43,308 - my_logger - INFO - ָ й4ƽ -2024-11-14 10:55:43,309 - my_logger - INFO - ָ й4ƽ -2024-11-14 10:55:43,309 - my_logger - INFO - ָ й4ƽ -2024-11-14 10:55:43,310 - my_logger - INFO - ָ й4ƽ -2024-11-14 10:55:43,904 - my_logger - INFO - ָ 4ƽ -2024-11-14 10:55:43,905 - my_logger - INFO - ָ 4ƽ -2024-11-14 10:55:43,905 - my_logger - INFO - ָ Ʒ4ƽ -2024-11-14 10:55:44,217 - my_logger - INFO - ָ ȼ4ƽ -2024-11-14 10:55:44,524 - my_logger - INFO - ָ ȼ4ƽ -2024-11-14 10:55:44,525 - my_logger - INFO - ָ Ʒ4ƽ -2024-11-14 10:55:44,814 - my_logger - INFO - ָ 4ƽ -2024-11-14 10:55:44,815 - my_logger - INFO - ָ 4ƽ -2024-11-14 10:55:45,134 - my_logger - INFO - ָ ȼ4ƽ -2024-11-14 10:55:45,424 - my_logger - INFO - ָ ҵԭ4ƽ -2024-11-14 10:55:45,715 - my_logger - INFO - ָ ͱϩ4ƽ -2024-11-14 10:55:46,010 - my_logger - INFO - ָ ڻѲ -2024-11-14 10:55:46,010 - my_logger - INFO - ָ īѲ -2024-11-14 10:55:46,128 - my_logger - INFO - ָ ŦԼ۲Ѳ -2024-11-14 10:55:46,128 - my_logger - INFO - ָ ŷ޲ڻѲ -2024-11-14 10:55:46,129 - my_logger - INFO - ָ ŷѲ -2024-11-14 10:55:46,129 - my_logger - INFO - ָ ¼²Ѳ -2024-11-14 10:55:46,130 - my_logger - INFO - ָ ڻѲ -2024-11-14 10:55:46,130 - my_logger - INFO - ָ īѲ -2024-11-14 10:55:46,131 - my_logger - INFO - ָ ŦԼѲ -2024-11-14 10:55:46,131 - my_logger - INFO - ָ ŷ¹صѲ -2024-11-14 10:55:46,132 - my_logger - INFO - ָ ¼Ѳ -2024-11-14 10:55:50,395 - my_logger - INFO - ָ ú4ƽ -2024-11-14 10:55:50,839 - my_logger - INFO - ָ ú4ƽ -2024-11-14 10:55:52,672 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ/65DMA -2024-11-14 10:55:52,673 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ/65DMA -2024-11-14 10:55:52,673 - my_logger - INFO - ָ HO12ºԼѽ/65DMA -2024-11-14 10:55:52,674 - my_logger - INFO - ָ RBOB12ºԼѽ/65DMA -2024-11-14 10:55:52,674 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ -2024-11-14 10:55:52,675 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ -2024-11-14 10:55:52,675 - my_logger - INFO - ָ HO12ºԼѽ/5DMA -2024-11-14 10:55:52,675 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA -2024-11-14 10:55:56,483 - my_logger - INFO - ָ Brent1Լ۸/2DMA -2024-11-14 10:55:56,484 - my_logger - INFO - ָ Brent1Լ۸/7DMA -2024-11-14 10:55:56,485 - my_logger - INFO - ָ Brent1Լ۸/23DMA -2024-11-14 10:55:56,485 - my_logger - INFO - ָ ԭͿ泬/5ϲв/WTI c1-c6 -2024-11-14 10:55:56,486 - my_logger - INFO - ָ Brent1Լ۸/5DMA -2024-11-14 10:55:56,486 - my_logger - INFO - ָ Brent c1-c2/3 -2024-11-14 10:55:56,487 - my_logger - INFO - ָ PP̼ϲв/ڻ̼ۣԾԭ -2024-11-14 10:55:56,487 - my_logger - INFO - ָ Brent1Լ۸/11DMA -2024-11-14 10:55:56,487 - my_logger - INFO - ָ ɽѽ۲ϲв/ڻۣԾԭ -2024-11-14 10:55:56,488 - my_logger - INFO - ָ ɽѽ۲ϲв/ -2024-11-14 10:55:56,488 - my_logger - INFO - ָ ԭ(йʤ)ϲв/ԭ -2024-11-14 10:55:56,489 - my_logger - INFO - ָ Brent1Լ۸/21DMA -2024-11-14 10:55:56,490 - my_logger - INFO - ָ Brent1Լ۸/14DMA -2024-11-14 10:55:56,490 - my_logger - INFO - ָ Brent1Լ۸/15DMA -2024-11-14 10:55:56,491 - my_logger - INFO - ָ Brent1-12 -2024-11-14 10:56:04,912 - my_logger - INFO - ָ WTI c1-c36 -2024-11-14 10:56:04,913 - my_logger - INFO - ָ WTI c1-c24 -2024-11-14 10:56:04,914 - my_logger - INFO - ָ WTI c1-c12 -2024-11-14 10:56:08,008 - my_logger - INFO - ָ Brent c1-c36 -2024-11-14 10:56:08,008 - my_logger - INFO - ָ Brent c1-c24 -2024-11-14 10:56:08,009 - my_logger - INFO - ָ Brent c1-c12 -2024-11-14 10:56:12,884 - my_logger - INFO - ָ Brent1Լ۸1ջ -2024-11-14 10:56:12,885 - my_logger - INFO - ָ Brent1Լ۸1ջ -2024-11-14 10:56:12,885 - my_logger - INFO - ָ WTI1Լ۸ϲв/500ָ -2024-11-14 10:56:14,492 - my_logger - INFO - ָ Dubai2Լ۸ -2024-11-14 10:56:14,493 - my_logger - INFO - ָ Dubai4Լ۸ -2024-11-14 10:56:14,930 - my_logger - INFO - ָ RBOBڻ2212·ݺԼ۸ -2024-11-14 10:56:14,930 - my_logger - INFO - ָ RBOBڻ2301·ݺԼ۸ -2024-11-14 10:56:14,931 - my_logger - INFO - ָ RBOBڻ2306·ݺԼ۸ -2024-11-14 10:56:16,867 - my_logger - INFO - ָ Dubai7Լ۸ -2024-11-14 10:56:16,867 - my_logger - INFO - ָ Dubai9Լ۸ -2024-11-14 10:56:16,868 - my_logger - INFO - ָ ϰ7-9² -2024-11-14 10:56:18,536 - my_logger - INFO - ָ Brent2 -2024-11-14 10:56:18,798 - my_logger - INFO - ָ WTI2Լ۸ -2024-11-14 10:56:21,255 - my_logger - INFO - ָ WTI4Լ۸ -2024-11-14 10:56:22,137 - my_logger - INFO - ָ Brent4Լ۸ -2024-11-14 10:56:23,903 - my_logger - INFO - ָ WTI7Լ۸ -2024-11-14 10:56:25,252 - my_logger - INFO - ָ WTI12Լ۸ -2024-11-14 10:56:25,600 - my_logger - INFO - ָ 24Լ۸ -2024-11-14 10:56:26,431 - my_logger - INFO - ָ Brent6Լ۸ -2024-11-14 10:56:26,431 - my_logger - INFO - ָ Brent12Լ۸ -2024-11-14 10:56:26,432 - my_logger - INFO - ָ Brent9Լ -2024-11-14 10:56:26,432 - my_logger - INFO - ָ brent3Լ -2024-11-14 10:56:26,433 - my_logger - INFO - ָ Brent5 -2024-11-14 10:56:26,433 - my_logger - INFO - ָ Brent10Լ -2024-11-14 10:56:26,434 - my_logger - INFO - ָ Brent11Լ -2024-11-14 10:56:26,434 - my_logger - INFO - ָ WTI3Լ۸ -2024-11-14 10:56:26,435 - my_logger - INFO - ָ Brent 7Լ۸ -2024-11-14 10:56:26,435 - my_logger - INFO - ָ Brent8Լ۸ -2024-11-14 10:56:26,435 - my_logger - INFO - ָ Brent13 -2024-11-14 10:56:27,112 - my_logger - INFO - ָ ICE Brent c15 -2024-11-14 10:56:27,112 - my_logger - INFO - ָ ICE Brent c16 -2024-11-14 10:56:27,113 - my_logger - INFO - ָ ICE Brent c17 -2024-11-14 10:56:27,113 - my_logger - INFO - ָ ICE Brent c18 -2024-11-14 10:56:27,114 - my_logger - INFO - ָ ICE Brent c19 -2024-11-14 10:56:27,114 - my_logger - INFO - ָ ICE Brent c20 -2024-11-14 10:56:27,409 - my_logger - INFO - ָ ICE Brent c21 -2024-11-14 10:56:27,410 - my_logger - INFO - ָ ICE Brent c22 -2024-11-14 10:56:27,410 - my_logger - INFO - ָ ICE Brent c23 -2024-11-14 10:56:27,411 - my_logger - INFO - ָ ICE Brent c25 -2024-11-14 10:56:27,411 - my_logger - INFO - ָ ICE Brent c26 -2024-11-14 10:56:27,412 - my_logger - INFO - ָ ICE Brent c27 -2024-11-14 10:56:27,412 - my_logger - INFO - ָ ICE Brent c28 -2024-11-14 10:56:27,413 - my_logger - INFO - ָ ICE Brent c29 -2024-11-14 10:56:27,413 - my_logger - INFO - ָ ICE Brent c30 -2024-11-14 10:56:27,413 - my_logger - INFO - ָ ICE Brent c31 -2024-11-14 10:56:27,415 - my_logger - INFO - ָ ICE Brent c32 -2024-11-14 10:56:27,415 - my_logger - INFO - ָ ICE Brent c33 -2024-11-14 10:56:27,416 - my_logger - INFO - ָ ICE Brent c34 -2024-11-14 10:56:27,416 - my_logger - INFO - ָ ICE Brent c35 -2024-11-14 10:56:27,416 - my_logger - INFO - ָ ICE Brent c36 -2024-11-14 10:56:28,507 - my_logger - INFO - ָ NYMWX WTI c6 -2024-11-14 10:56:28,508 - my_logger - INFO - ָ NYMWX WTI c8 -2024-11-14 10:56:28,508 - my_logger - INFO - ָ NYMWX WTI c9 -2024-11-14 10:56:28,509 - my_logger - INFO - ָ NYMWX WTI c10 -2024-11-14 10:56:28,509 - my_logger - INFO - ָ NYMWX WTI c11 -2024-11-14 10:56:28,510 - my_logger - INFO - ָ NYMWX WTI c13 -2024-11-14 10:56:28,510 - my_logger - INFO - ָ NYMWX WTI c14 -2024-11-14 10:56:28,510 - my_logger - INFO - ָ NYMWX WTI c15 -2024-11-14 10:56:28,511 - my_logger - INFO - ָ NYMWX WTI c16 -2024-11-14 10:56:28,511 - my_logger - INFO - ָ NYMWX WTI c17 -2024-11-14 10:56:28,512 - my_logger - INFO - ָ NYMWX WTI c18 -2024-11-14 10:56:28,512 - my_logger - INFO - ָ NYMWX WTI c19 -2024-11-14 10:56:28,513 - my_logger - INFO - ָ NYMWX WTI c20 -2024-11-14 10:56:28,513 - my_logger - INFO - ָ NYMWX WTI c21 -2024-11-14 10:56:28,513 - my_logger - INFO - ָ NYMWX WTI c22 -2024-11-14 10:56:28,514 - my_logger - INFO - ָ NYMWX WTI c23 -2024-11-14 10:56:28,514 - my_logger - INFO - ָ NYMWX WTI c25 -2024-11-14 10:56:28,515 - my_logger - INFO - ָ NYMWX WTI c26 -2024-11-14 10:56:28,515 - my_logger - INFO - ָ NYMWX WTI c27 -2024-11-14 10:56:28,515 - my_logger - INFO - ָ NYMWX WTI c28 -2024-11-14 10:56:28,516 - my_logger - INFO - ָ NYMWX WTI c29 -2024-11-14 10:56:28,516 - my_logger - INFO - ָ NYMWX WTI c30 -2024-11-14 10:56:28,516 - my_logger - INFO - ָ NYMWX WTI c31 -2024-11-14 10:56:28,517 - my_logger - INFO - ָ NYMWX WTI c32 -2024-11-14 10:56:28,517 - my_logger - INFO - ָ NYMWX WTI c33 -2024-11-14 10:56:28,518 - my_logger - INFO - ָ NYMWX WTI c34 -2024-11-14 10:56:28,518 - my_logger - INFO - ָ NYMWX WTI c35 -2024-11-14 10:56:28,519 - my_logger - INFO - ָ NYMWX WTI c36 -2024-11-14 10:56:28,840 - my_logger - INFO - ָ INE SC c2 -2024-11-14 10:56:28,841 - my_logger - INFO - ָ INE SC c3 -2024-11-14 10:56:28,841 - my_logger - INFO - ָ INE SC c4 -2024-11-14 10:56:28,842 - my_logger - INFO - ָ INE SC c5 -2024-11-14 10:56:28,842 - my_logger - INFO - ָ INE SC c6 -2024-11-14 10:56:28,843 - my_logger - INFO - ָ INE SC c7 -2024-11-14 10:56:28,843 - my_logger - INFO - ָ INE SC c8 -2024-11-14 10:56:28,843 - my_logger - INFO - ָ INE SC c9 -2024-11-14 10:56:28,844 - my_logger - INFO - ָ INE SC c10 -2024-11-14 10:56:28,844 - my_logger - INFO - ָ INE SC c11 -2024-11-14 10:56:28,845 - my_logger - INFO - ָ INE SC c12 -2024-11-14 10:56:28,845 - my_logger - INFO - ָ INE SC c13 -2024-11-14 10:56:28,845 - my_logger - INFO - ָ INE SC c14 -2024-11-14 10:56:28,846 - my_logger - INFO - ָ INE SC c15 -2024-11-14 10:56:28,846 - my_logger - INFO - ָ INE SC c16 -2024-11-14 10:56:28,847 - my_logger - INFO - ָ INE SC c17 -2024-11-14 10:56:28,847 - my_logger - INFO - ָ INE SC c18 -2024-11-14 10:56:28,848 - my_logger - INFO - ָ INE SC c19 -2024-11-14 10:56:28,848 - my_logger - INFO - ָ INE SC c20 -2024-11-14 10:56:28,849 - my_logger - INFO - ָ EFS c1 -2024-11-14 10:56:28,849 - my_logger - INFO - ָ EFS c2 -2024-11-14 10:56:28,849 - my_logger - INFO - ָ EFS c3 -2024-11-14 10:56:28,850 - my_logger - INFO - ָ EFS c4 -2024-11-14 10:56:28,850 - my_logger - INFO - ָ EFS c5 -2024-11-14 10:56:28,851 - my_logger - INFO - ָ EFS c6 -2024-11-14 10:56:28,851 - my_logger - INFO - ָ Dubai Swap c15 -2024-11-14 10:56:28,852 - my_logger - INFO - ָ Dubai Swap c16 -2024-11-14 10:56:28,852 - my_logger - INFO - ָ Dubai Swap c17 -2024-11-14 10:56:28,852 - my_logger - INFO - ָ Dubai Swap c18 -2024-11-14 10:56:28,853 - my_logger - INFO - ָ Dubai Swap c19 -2024-11-14 10:56:28,853 - my_logger - INFO - ָ Dubai Swap c20 -2024-11-14 10:56:28,854 - my_logger - INFO - ָ Dubai Swap c21 -2024-11-14 10:56:28,854 - my_logger - INFO - ָ Dubai Swap c22 -2024-11-14 10:56:29,079 - my_logger - INFO - ָ Oman Swap c2 -2024-11-14 10:56:29,080 - my_logger - INFO - ָ Oman Swap c3 -2024-11-14 10:56:29,080 - my_logger - INFO - ָ Oman Swap c4 -2024-11-14 10:56:29,080 - my_logger - INFO - ָ Oman Swap c5 -2024-11-14 10:56:29,080 - my_logger - INFO - ָ Oman Swap c6 -2024-11-14 10:56:29,082 - my_logger - INFO - ָ Oman Swap c7 -2024-11-14 10:56:29,082 - my_logger - INFO - ָ Oman Swap c8 -2024-11-14 10:56:29,083 - my_logger - INFO - ָ Oman Swap c9 -2024-11-14 10:56:29,083 - my_logger - INFO - ָ Oman Swap c10 -2024-11-14 10:56:29,084 - my_logger - INFO - ָ Oman Swap c11 -2024-11-14 10:56:29,084 - my_logger - INFO - ָ Oman Swap c12 -2024-11-14 10:56:29,085 - my_logger - INFO - ָ Oman Swap c13 -2024-11-14 10:56:29,085 - my_logger - INFO - ָ Oman Swap c14 -2024-11-14 10:56:29,086 - my_logger - INFO - ָ Oman Swap c15 -2024-11-14 10:56:29,086 - my_logger - INFO - ָ Oman Swap c16 -2024-11-14 10:56:29,086 - my_logger - INFO - ָ Oman Swap c17 -2024-11-14 10:56:29,087 - my_logger - INFO - ָ Oman Swap c18 -2024-11-14 10:56:29,087 - my_logger - INFO - ָ Oman Swap c19 -2024-11-14 10:56:29,088 - my_logger - INFO - ָ Oman Swap c20 -2024-11-14 10:56:29,088 - my_logger - INFO - ָ Oman Swap c21 -2024-11-14 10:56:29,089 - my_logger - INFO - ָ Oman Swap c22 -2024-11-14 10:56:29,089 - my_logger - INFO - ָ Oman Swap c23 -2024-11-14 10:56:29,090 - my_logger - INFO - ָ Oman Swap c24 -2024-11-14 10:56:29,090 - my_logger - INFO - ָ Oman Swap c25 -2024-11-14 10:56:29,091 - my_logger - INFO - ָ Oman Swap c26 -2024-11-14 10:56:29,091 - my_logger - INFO - ָ Oman Swap c27 -2024-11-14 10:56:29,091 - my_logger - INFO - ָ Oman Swap c28 -2024-11-14 10:56:29,092 - my_logger - INFO - ָ Oman Swap c29 -2024-11-14 10:56:29,092 - my_logger - INFO - ָ Oman Swap c30 -2024-11-14 10:56:29,093 - my_logger - INFO - ָ Oman Swap c31 -2024-11-14 10:56:29,094 - my_logger - INFO - ָ Oman Swap c32 -2024-11-14 10:56:29,094 - my_logger - INFO - ָ Oman Swap c33 -2024-11-14 10:56:29,095 - my_logger - INFO - ָ Oman Swap c34 -2024-11-14 10:56:29,095 - my_logger - INFO - ָ Oman Swap c35 -2024-11-14 10:56:29,096 - my_logger - INFO - ָ Oman Swap c36 -2024-11-14 10:56:29,096 - my_logger - INFO - ָ Oman Swap c37 -2024-11-14 10:56:29,097 - my_logger - INFO - ָ Oman Swap c38 -2024-11-14 10:56:29,702 - my_logger - INFO - ָ DME Oman c2 -2024-11-14 10:56:29,702 - my_logger - INFO - ָ DME Oman c3 -2024-11-14 10:56:29,703 - my_logger - INFO - ָ DME Oman c4 -2024-11-14 10:56:29,703 - my_logger - INFO - ָ DME Oman c5 -2024-11-14 10:56:29,703 - my_logger - INFO - ָ DME Oman c6 -2024-11-14 10:56:29,929 - my_logger - INFO - ָ Murban Futures c2 -2024-11-14 10:56:29,930 - my_logger - INFO - ָ Murban Futures c3 -2024-11-14 10:56:29,930 - my_logger - INFO - ָ Murban Futures c4 -2024-11-14 10:56:29,931 - my_logger - INFO - ָ Murban Futures c5 -2024-11-14 10:56:29,931 - my_logger - INFO - ָ Murban Futures c6 -2024-11-14 10:56:59,974 - my_logger - INFO - ָ EFS c1-c2 -2024-11-14 10:56:59,975 - my_logger - INFO - ָ TD3C ˷ c1-c2 -2024-11-14 10:57:02,950 - my_logger - INFO - ָ SC c1-c2/7DMA -2024-11-14 10:57:03,111 - my_logger - INFO - ָ Ѳ-Ѳ -2024-11-14 10:57:04,929 - my_logger - INFO - ָ Brent c1-c2 () -2024-11-14 10:57:14,028 - my_logger - INFO - ָ Brent c1-c2 (B) -2024-11-14 10:57:14,373 - my_logger - INFO - ָ WTI c1-c2 (B) -2024-11-14 10:57:14,708 - my_logger - INFO - ָ DME Oman c1 02:30̼Ԥ -2024-11-14 10:57:14,709 - my_logger - INFO - ָ DME Oman c2 02:30̼Ԥ -2024-11-14 10:57:15,207 - my_logger - INFO - ָ EFS c2 15:00̼ -2024-11-14 10:57:15,364 - my_logger - INFO - ָ EFS c1 15:00̼ -2024-11-14 10:57:18,345 - my_logger - INFO - ָ ƷͿ1ܻ -2024-11-14 10:57:18,346 - my_logger - INFO - ָ PADD1ԭͿ1ܻ -2024-11-14 10:57:18,346 - my_logger - INFO - ָ PADD3ԭͿ1ܻ -2024-11-14 10:57:18,347 - my_logger - INFO - ָ PADD2ԭͿ1ܻ -2024-11-14 10:57:18,347 - my_logger - INFO - ָ PADD5ԭͿ1ܻ -2024-11-14 10:57:18,348 - my_logger - INFO - ָ PADD4ԭͿ1ܻ -2024-11-14 10:57:20,585 - my_logger - INFO - ָ ԭͿ1ܻ -2024-11-14 10:57:20,876 - my_logger - INFO - ָ սԴԭͿ1ܻ -2024-11-14 10:57:20,877 - my_logger - INFO - ָ ҵԭͿ1ܻ -2024-11-14 10:57:26,259 - my_logger - INFO - ָ ձ:ĩ:Ʒ -2024-11-14 10:57:26,259 - my_logger - INFO - ָ ձ:ĩ:Ʒ: -2024-11-14 10:57:26,260 - my_logger - INFO - ָ ձ:ĩ:Ʒ: -2024-11-14 10:57:26,260 - my_logger - INFO - ָ ձ:ĩ:ԭ -2024-11-14 10:57:26,261 - my_logger - INFO - ָ ձ:ĩ:Ʒ:ú -2024-11-14 10:57:26,261 - my_logger - INFO - ָ ձ:ĩ:Ʒ:Aȼ -2024-11-14 10:57:26,262 - my_logger - INFO - ָ ձ:ĩ:Ʒ:Cȼ -2024-11-14 10:57:26,262 - my_logger - INFO - ָ ձ:ĩ:Ʒ:ʯ -2024-11-14 10:57:26,263 - my_logger - INFO - ָ ձ:ĩ:Ʒ:ú -2024-11-14 10:57:27,801 - my_logger - INFO - ָ :ԭ: -2024-11-14 10:57:27,802 - my_logger - INFO - ָ :ԭ: -2024-11-14 10:57:27,802 - my_logger - INFO - ָ :ԭ:ͬ -2024-11-14 10:57:27,803 - my_logger - INFO - ָ ::ԭ:API: -2024-11-14 10:57:47,786 - my_logger - INFO - ָ жԭͳɱ+˷ -2024-11-14 10:57:49,917 - my_logger - INFO - ָ Brentԭֻ۸/8DMA -2024-11-14 10:57:49,918 - my_logger - INFO - ָ ֻ:ԭ:ӢDtd/8DMA -2024-11-14 10:58:19,707 - my_logger - INFO - ָ Brent1Լ۸ϲв/Brent 2-3 -2024-11-14 10:58:19,708 - my_logger - INFO - ָ BrentC1-C21ջ -2024-11-14 10:58:33,669 - my_logger - INFO - ָ OMANԭԶֻDES30DMA -2024-11-14 10:58:35,940 - my_logger - INFO - ָ VLCCԭ˼ۣжձ -2024-11-14 10:58:42,687 - my_logger - INFO - ָ ж-йԭ˷ -2024-11-14 10:58:47,927 - my_logger - INFO - ָ ˹嵽йVLCCԭ˷ѣԪ/죩 -2024-11-14 10:58:47,927 - my_logger - INFO - ָ ˹嵽¼VLCC˷ -2024-11-14 10:58:50,928 - my_logger - INFO - ָ ԭͲ -2024-11-14 10:59:06,360 - my_logger - INFO - ָ ԭETFָ -2024-11-14 10:59:16,459 - my_logger - INFO - ָ Brent1Լ۸ϲв/DFL -2024-11-14 10:59:17,428 - my_logger - INFO - ָ SC c3-޳ɱ/7DMA -2024-11-14 10:59:33,350 - my_logger - INFO - ָ ;ڣܶȣ1ܻ -2024-11-14 10:59:33,928 - my_logger - INFO - ָ ҳ͹˾ɼ -2024-11-14 10:59:34,257 - my_logger - INFO - ָ ܶԭͲ1ܻ -2024-11-14 10:59:34,258 - my_logger - INFO - ָ EIAܶNGLͬ -2024-11-14 10:59:34,258 - my_logger - INFO - ָ ԭͻԾͬ -2024-11-14 10:59:34,422 - my_logger - INFO - ָ ԭͣӪʣйܣնȱƵ -2024-11-14 10:59:34,765 - my_logger - INFO - ָ ԭܶȵ/4WMA -2024-11-14 10:59:34,766 - my_logger - INFO - ָ FCCװü -2024-11-14 10:59:34,766 - my_logger - INFO - ָ VDUװü -2024-11-14 10:59:35,079 - my_logger - INFO - ָ CDUװü -2024-11-14 10:59:35,080 - my_logger - INFO - ָ װü -2024-11-14 10:59:35,250 - my_logger - INFO - ָ ˹CDUװü -2024-11-14 10:59:35,557 - my_logger - INFO - ָ CDU -2024-11-14 10:59:35,558 - my_logger - INFO - ָ CDU/7DMA -2024-11-14 10:59:35,559 - my_logger - INFO - ָ CDU/5 -2024-11-14 10:59:35,777 - my_logger - INFO - ָ FCCװü/3 -2024-11-14 10:59:35,778 - my_logger - INFO - ָ ŷFCCװü -2024-11-14 10:59:35,779 - my_logger - INFO - ָ ŷFCCװü/7DMA -2024-11-14 10:59:35,779 - my_logger - INFO - ָ ŷѻװü -2024-11-14 10:59:35,780 - my_logger - INFO - ָ ŷѻװü/7DMA -2024-11-14 10:59:35,780 - my_logger - INFO - ָ FCCװü/7DMA -2024-11-14 10:59:35,781 - my_logger - INFO - ָ CDUװü/3 -2024-11-14 10:59:35,781 - my_logger - INFO - ָ йCDU -2024-11-14 10:59:36,323 - my_logger - INFO - ָ ȫװüޣǧͰ/գ -2024-11-14 10:59:36,323 - my_logger - INFO - ָ ȫװüޣǧͰ/գ -2024-11-14 10:59:36,323 - my_logger - INFO - ָ ȫCDUװüޣǧͰ/գ -2024-11-14 10:59:37,659 - my_logger - INFO - ָ ŷCDUװü -2024-11-14 10:59:37,660 - my_logger - INFO - ָ кCDUװü -2024-11-14 10:59:37,660 - my_logger - INFO - ָ ŷCDUװü -2024-11-14 10:59:37,661 - my_logger - INFO - ָ ŷCDUװü -2024-11-14 10:59:43,514 - my_logger - INFO - ָ ԭͻԾ1ܻ -2024-11-14 10:59:45,086 - my_logger - INFO - ָ ҳ͹˾EOG ɼ -2024-11-14 10:59:45,086 - my_logger - INFO - ָ ʯ͹˾ɼ -2024-11-14 10:59:45,087 - my_logger - INFO - ָ Pioneer˾ɼ -2024-11-14 10:59:45,087 - my_logger - INFO - ָ HESS˾ɼ -2024-11-14 10:59:45,088 - my_logger - INFO - ָ ʯ͹˾ɼ -2024-11-14 10:59:45,088 - my_logger - INFO - ָ Coterra˾ɼ -2024-11-14 10:59:45,089 - my_logger - INFO - ָ Concho Resources ˾ɼ -2024-11-14 10:59:45,089 - my_logger - INFO - ָ Black Stone Minerals LPɼ -2024-11-14 10:59:45,089 - my_logger - INFO - ָ Continental Resources Incɼ -2024-11-14 10:59:45,090 - my_logger - INFO - ָ Diamondback Energy Incɼ -2024-11-14 10:59:46,758 - my_logger - INFO - ָ ::ԭ: -2024-11-14 10:59:46,759 - my_logger - INFO - ָ ::ԭ: -2024-11-14 10:59:46,759 - my_logger - INFO - ָ ::ԭ:ͬ -2024-11-14 10:59:47,584 - my_logger - INFO - ָ ͻ־Ͷֵܾ -2024-11-14 10:59:49,201 - my_logger - INFO - ָ Դɼ -2024-11-14 10:59:50,977 - my_logger - INFO - ָ Ҫ4ƽԭͺ˽ںϼ -2024-11-14 10:59:50,977 - my_logger - INFO - ָ DOE-ú1ܻ -2024-11-14 10:59:50,978 - my_logger - INFO - ָ DOE-ȼ;1ܻ -2024-11-14 10:59:50,978 - my_logger - INFO - ָ DOE-;1ܻ -2024-11-14 10:59:50,979 - my_logger - INFO - ָ ԭܶȾ1ܻ -2024-11-14 10:59:52,884 - my_logger - INFO - ָ ԭܳ4ƽ -2024-11-14 10:59:54,271 - my_logger - INFO - ָ жйԭ˷ -2024-11-14 10:59:56,391 - my_logger - INFO - ָ DoC4ƽԭͺ˳ -2024-11-14 10:59:56,391 - my_logger - INFO - ָ FSU-ݽ4ƽԭͺ˳ -2024-11-14 10:59:56,392 - my_logger - INFO - ָ FSU-˹4ƽԭͺ˳ -2024-11-14 10:59:56,392 - my_logger - INFO - ָ FSU-˹̹4ƽԭͺ˳ -2024-11-14 10:59:56,393 - my_logger - INFO - ָ FSU-˹̹4ƽԭͺ˳ -2024-11-14 10:59:56,393 - my_logger - INFO - ָ Non-OPEC DoC4ƽԭͺ˳ -2024-11-14 10:59:56,394 - my_logger - INFO - ָ OPEC4ƽԭͺ˳ -2024-11-14 10:59:56,394 - my_logger - INFO - ָ OPEC4ƽԭͺ˳ -2024-11-14 10:59:56,395 - my_logger - INFO - ָ OPEC4ƽԭͺ˳ -2024-11-14 10:59:56,395 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-14 10:59:56,395 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-14 10:59:56,396 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-14 10:59:56,396 - my_logger - INFO - ָ -յ4ƽԭͺ˳ -2024-11-14 10:59:56,396 - my_logger - INFO - ָ -ô4ƽԭͺ˳ -2024-11-14 10:59:56,397 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-14 10:59:56,397 - my_logger - INFO - ָ -͢4ƽԭͺ˳ -2024-11-14 10:59:56,398 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-14 10:59:56,398 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-14 10:59:56,398 - my_logger - INFO - ָ -͸絺4ƽԭͺ˳ -2024-11-14 10:59:56,399 - my_logger - INFO - ָ -϶4ƽԭͺ˳ -2024-11-14 10:59:56,399 - my_logger - INFO - ָ -ױ4ƽԭͺ˳ -2024-11-14 10:59:56,400 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-14 10:59:56,400 - my_logger - INFO - ָ -ī4ƽԭͺ˳ -2024-11-14 10:59:56,401 - my_logger - INFO - ָ -ί4ƽԭͺ˳ -2024-11-14 10:59:56,401 - my_logger - INFO - ָ ŷ-Ų4ƽԭͺ˳ -2024-11-14 10:59:56,402 - my_logger - INFO - ָ ŷ-Ӣ4ƽԭͺ˳ -2024-11-14 10:59:56,403 - 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my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-14 10:59:56,411 - my_logger - INFO - ָ -¡4ƽԭͺ˳ -2024-11-14 10:59:56,411 - my_logger - INFO - ָ й4ƽԭͺ˽ -2024-11-14 10:59:56,412 - my_logger - INFO - ָ ӡ4ƽԭͺ˽ -2024-11-14 10:59:56,412 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,413 - my_logger - INFO - ָ ձ4ƽԭͺ˽ -2024-11-14 10:59:56,413 - my_logger - INFO - ָ ¼4ƽԭͺ˽ -2024-11-14 10:59:56,414 - my_logger - INFO - ָ ̩4ƽԭͺ˽ -2024-11-14 10:59:56,414 - my_logger - INFO - ָ й̨4ƽԭͺ˽ -2024-11-14 10:59:56,415 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,415 - my_logger - INFO - ָ ӡ4ƽԭͺ˽ -2024-11-14 10:59:56,416 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,416 - my_logger - INFO - ָ Խ4ƽԭͺ˽ -2024-11-14 10:59:56,416 - my_logger - INFO - ָ ͻ˹̹4ƽԭͺ˽ -2024-11-14 10:59:56,418 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,418 - my_logger - INFO - ָ ô4ƽԭͺ˽ -2024-11-14 10:59:56,419 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,419 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,420 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,420 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,420 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,421 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,421 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,422 - my_logger - INFO - ָ Ӣ4ƽԭͺ˽ -2024-11-14 10:59:56,422 - my_logger - INFO - ָ ϣ4ƽԭͺ˽ -2024-11-14 10:59:56,423 - my_logger - INFO - ָ ¹4ƽԭͺ˽ -2024-11-14 10:59:56,423 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,424 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,424 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,425 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,425 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,426 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,426 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,426 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,427 - my_logger - INFO - ָ Ϸ4ƽԭͺ˽ -2024-11-14 10:59:56,427 - my_logger - INFO - ָ ɫ4ƽԭͺ˽ -2024-11-14 10:59:56,428 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-14 10:59:56,428 - my_logger - INFO - ָ Ĵ4ƽԭͺ˽ -2024-11-14 10:59:56,783 - my_logger - INFO - ָ ԭ4ƽ -2024-11-14 11:00:12,756 - my_logger - INFO - ָ ձܶԭͺ˽ -2024-11-14 11:00:15,121 - my_logger - INFO - ָ ж-ܶԭͺ˳/4WMA -2024-11-14 11:00:15,122 - my_logger - INFO - ָ ж-ܶԭͺ˳/4WMA -2024-11-14 11:00:15,122 - my_logger - INFO - ָ ж-ܶԭͺ˳/4WMA -2024-11-14 11:00:15,122 - my_logger - INFO - ָ ȼ4ƽ -2024-11-14 11:00:15,123 - my_logger - INFO - ָ ȼ4ƽ -2024-11-14 11:00:15,123 - my_logger - INFO - ָ ȼ4ƽ -2024-11-14 11:00:16,307 - my_logger - INFO - ָ 4ƽ -2024-11-14 11:00:16,307 - my_logger - INFO - ָ 4ƽ -2024-11-14 11:00:16,308 - my_logger - INFO - ָ 4ƽ -2024-11-14 11:00:17,514 - my_logger - INFO - ָ 4ƽ -2024-11-14 11:00:17,515 - my_logger - INFO - ָ 4ƽ -2024-11-14 11:00:17,516 - my_logger - INFO - ָ 4ƽ -2024-11-14 11:00:18,791 - my_logger - INFO - ָ ԭ4ƽ -2024-11-14 11:00:18,792 - my_logger - INFO - ָ ԭ4ƽ -2024-11-14 11:00:20,023 - my_logger - INFO - ָ Ʒ4ƽ -2024-11-14 11:00:20,024 - my_logger - INFO - ָ Ʒ4ƽ -2024-11-14 11:00:20,024 - my_logger - INFO - ָ Ʒ4ƽ -2024-11-14 11:00:21,215 - my_logger - INFO - ָ ԭͺͳƷ4ƽ -2024-11-14 11:00:21,216 - my_logger - INFO - ָ ԭͺͳƷ4ƽ -2024-11-14 11:00:21,216 - my_logger - INFO - ָ ԭͺͳƷ4ƽ -2024-11-14 11:00:22,564 - my_logger - INFO - ָ Kpler-OPECжԭͺ˳/4WMA -2024-11-14 11:00:22,564 - my_logger - INFO - ָ ԭͺ˳/4WMA -2024-11-14 11:00:22,565 - my_logger - INFO - ָ iraq/4WMA -2024-11-14 11:00:22,565 - my_logger - INFO - ָ Venezuela/4WMA -2024-11-14 11:00:22,566 - my_logger - INFO - ָ Kpler-ɳԭͳ/4WMA -2024-11-14 11:00:22,566 - my_logger - INFO - ָ Kpler-OPECԭͺ˳/4WMA -2024-11-14 11:00:22,567 - my_logger - INFO - ָ Kpler-OPEC+ԭͺ˳/4WMA -2024-11-14 11:00:30,211 - my_logger - INFO - ָ ŷԭͺ˽/4WMA -2024-11-14 11:00:30,212 - my_logger - INFO - ָ ձԭͺ˽ -2024-11-14 11:00:31,115 - my_logger - INFO - ָ Ϳ泬3ٷֱ -2024-11-14 11:00:31,116 - my_logger - INFO - ָ SCvsBrent -2024-11-14 11:00:31,116 - my_logger - INFO - ָ WTI1Լ۸ѽ۲(17)60 -2024-11-14 11:00:31,117 - my_logger - INFO - ָ ѽ۲ϲв/NYMEX RBOBѽ۲(18)90 -2024-11-14 11:00:31,117 - my_logger - INFO - ָ Brent1Լ۸ϲв/ԪָBrent1Լ۸2ܹ -2024-11-14 11:00:31,118 - my_logger - INFO - ָ ԭͿͿֵ -2024-11-14 11:00:31,118 - my_logger - INFO - ָ ɽۺBrent1Լ۸(4)60 -2024-11-14 11:00:31,118 - my_logger - INFO - ָ Brent c1/Comexͭ c1 -2024-11-14 11:00:31,119 - my_logger - INFO - ָ ԭ1ܻ*-1 -2024-11-14 11:00:31,119 - my_logger - INFO - ָ Եηָ/30DMA -2024-11-14 11:00:31,120 - my_logger - INFO - ָ Եηָ/14DMA -2024-11-14 11:00:31,120 - my_logger - INFO - ָ Եηָ/7DMA -2024-11-14 11:00:31,121 - my_logger - INFO - ָ Brent1Լ۸ϲв/GPRD_MA30 -2024-11-14 11:00:31,121 - my_logger - INFO - ָ WTI1Լ۸ϲв/WTI1-4 -2024-11-14 11:00:31,121 - my_logger - INFO - ָ RBOB/CBOB -2024-11-14 11:00:31,122 - my_logger - INFO - ָ Brent1Լ۸ϲв/Ԫָ -2024-11-14 11:00:31,122 - my_logger - INFO - ָ Brent1Լ۸ϲв/Brent1-2² -2024-11-14 11:00:31,123 - my_logger - INFO - ָ GPRD_MA30 -2024-11-14 11:00:31,123 - my_logger - INFO - ָ GPRD_MA7 -2024-11-14 11:00:31,124 - my_logger - INFO - ָ GPRD -2024-11-14 11:00:31,124 - my_logger - INFO - ָ Եηָ -2024-11-14 11:00:31,125 - my_logger - INFO - ָ Brent1Լ۸Brent1Լ۸ϲв/BRENT 211ѽ۲150 -2024-11-14 11:00:31,125 - my_logger - INFO - ָ Brent1Լ۸Brent1Լ۸ϲв/DFL150 -2024-11-14 11:00:31,125 - my_logger - INFO - ָ /ҵԭͿ- -2024-11-14 11:00:31,205 - my_logger - INFO - ָ ӡȳƷͺ˽/4WMA -2024-11-14 11:00:31,206 - my_logger - INFO - ָ йƷͺ˽/4WMA -2024-11-14 11:00:31,206 - my_logger - INFO - ָ ŷ޳Ʒͺ˽/4WMA -2024-11-14 11:00:33,746 - my_logger - INFO - ָ ͺ˳/4WMA -2024-11-14 11:00:35,393 - my_logger - INFO - ָ ˹ۺָ -2024-11-14 11:00:35,394 - my_logger - INFO - ָ 500ָ -2024-11-14 11:00:35,394 - my_logger - INFO - ָ ˹ҵƽָ -2024-11-14 11:00:52,158 - my_logger - INFO - ['ovx index', 'dxy curncy', 'C2403128043', 'C2403150124', 'FVHCM1 INDEX', 'doedtprd index', 'CFFDQMMN INDEX', 'C2403083739', 'C2404167878', 'lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404167855'] -2024-11-14 11:00:52,159 - my_logger - INFO - ovx index -2024-11-14 11:00:52,748 - my_logger - INFO - dxy curncy -2024-11-14 11:00:53,543 - my_logger - INFO - C2403128043 -2024-11-14 11:00:54,394 - my_logger - INFO - C2403150124 -2024-11-14 11:00:55,379 - my_logger - INFO - FVHCM1 INDEX -2024-11-14 11:00:55,912 - my_logger - INFO - doedtprd index -2024-11-14 11:00:56,234 - my_logger - INFO - CFFDQMMN INDEX -2024-11-14 11:00:56,540 - my_logger - INFO - C2403083739 -2024-11-14 11:00:56,833 - my_logger - INFO - C2404167878 -2024-11-14 11:00:57,140 - my_logger - INFO - lmcads03 lme comdty -2024-11-14 11:00:57,702 - my_logger - INFO - GC1 COMB Comdty -2024-11-14 11:00:58,584 - my_logger - INFO - C2404167855 -2024-11-14 11:00:59,555 - my_logger - INFO - date ::ͳͶʹ::ֵ :ͳͶʹ::ֵ :ɽ:ͳͶʹ::ֵ ... C2404167878 lmcads03 lme comdty GC1 COMB Comdty C2404167855 -9144 2024-11-14 NaN NaN NaN ... NaN NaN NaN NaN -4019 2024-11-13 NaN NaN NaN ... NaN NaN 2587.4 37.7778 -9145 2024-11-12 NaN NaN NaN ... NaN 9142.0 2606.3 38.2604 -9146 2024-11-11 NaN NaN NaN ... NaN 9331.5 2617.7 38.4730 -10984 2024-11-10 NaN NaN NaN ... NaN NaN NaN NaN - -[5 rows x 930 columns] -2024-11-14 11:03:43,321 - my_logger - INFO - ɾ²ǰ(2510, 930) -2024-11-14 11:03:44,661 - my_logger - INFO - ɾ²(2510, 635) -2024-11-14 11:03:44,666 - my_logger - INFO - ɾԤΪֵк(1776, 635) -2024-11-14 11:03:44,671 - my_logger - INFO - ɾȫΪֵк(1776, 557) -2024-11-14 11:03:49,656 - my_logger - INFO - LibyaΪ -2024-11-14 11:03:49,658 - my_logger - INFO - MalaysiaΪ -2024-11-14 11:03:50,055 - my_logger - INFO - ն(357) ܶ(197) -0 ŷӹBrentԭCDU EIAƷ -1 īӹWTIԭCDU йͱ -2 ¼ӹDubaiԭCDU DOE-Ͳ/3 -3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ -4 īӹWTIԭCDU M2 Ͳܶȣ -.. ... ... -352 C2403150124 -353 FVHCM1 INDEX -354 lmcads03 lme comdty -355 GC1 COMB Comdty -356 C2404167855 - -[357 rows x 2 columns] -2024-11-14 11:03:50,066 - my_logger - INFO - Ϣܹ554,ն(357),ܶ(197), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-14 11:03:50,067 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-14 11:03:51,822 - my_logger - INFO - ʼѵģ... -2024-11-14 11:03:51,840 - my_logger - INFO - Training set head: -2024-11-14 11:03:51,841 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ... is_quarter_end is_year_start is_year_end unique_id -1898 2018-01-02 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 -4210 2018-01-03 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 -4608 2018-01-04 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 -336 2018-01-05 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 -4783 2018-01-08 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 - -[5 rows x 572 columns] -2024-11-14 11:03:52,087 - my_logger - INFO - -Testing set head: -2024-11-14 11:03:52,088 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ... is_quarter_end is_year_start is_year_end unique_id -1827 2019-05-21 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 -4142 2019-05-22 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 -4544 2019-05-23 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 -264 2019-05-24 38186.0 732.4702 -343.0476 ... 0.0 0.0 0.0 1 -9337 2019-05-27 38186.0 732.4702 -343.0476 ... 0.0 0.0 0.0 1 - -[5 rows x 572 columns] -2024-11-14 11:12:15,203 - my_logger - INFO - ģѵ -2024-11-14 11:12:15,206 - my_logger - INFO - ѵݻͼing -2024-11-14 11:12:19,647 - my_logger - INFO - ѵݻͼend -2024-11-14 11:12:19,648 - my_logger - INFO - ing -2024-11-14 11:12:20,064 - my_logger - INFO - ʼKpler--ԭͳֱָͼ -2024-11-14 11:12:20,677 - my_logger - INFO - Kpler--ԭͳָܺΪ1.231137055459449 -2024-11-14 11:12:20,679 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-14 11:12:22,602 - my_logger - INFO - ۸ָܺΪ100.76509998688613 -2024-11-14 11:12:22,603 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-14 11:12:24,451 - my_logger - INFO - ӦָܺΪ14.336133603686944 -2024-11-14 11:12:24,452 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-14 11:12:24,802 - my_logger - INFO - ӦָܺΪ1.5495305845896605 -2024-11-14 11:12:24,804 - my_logger - INFO - ʼֱָͼ -2024-11-14 11:12:26,576 - my_logger - INFO - ָܺΪ6.888578416365008 -2024-11-14 11:12:26,578 - my_logger - INFO - ʼƺֱָͼ -2024-11-14 11:12:27,098 - my_logger - INFO - ָܺΪ2.6091980622481152 -2024-11-14 11:12:27,099 - my_logger - INFO - ʼƿֱָͼ -2024-11-14 11:12:29,001 - my_logger - INFO - ָܺΪ39.76207235887309 -2024-11-14 11:12:29,002 - my_logger - INFO - ʼڻгֱָͼ -2024-11-14 11:12:30,887 - my_logger - INFO - ڻгָܺΪ77.27719973218974 -2024-11-14 11:12:30,888 - my_logger - INFO - ʼŷгֱָͼ -2024-11-14 11:12:32,416 - my_logger - INFO - ŷгָܺΪ5.942965217511234 -2024-11-14 11:12:32,417 - my_logger - INFO - ʼֱָͼ -2024-11-14 11:12:32,751 - my_logger - INFO - ָܺΪ1.0255110691438054 -2024-11-14 11:12:32,753 - my_logger - INFO - ʼƽֱָͼ -2024-11-14 11:12:34,663 - my_logger - INFO - ָܺΪ12.341670785525038 -2024-11-14 11:12:34,664 - my_logger - INFO - ʼֱָͼ -2024-11-14 11:12:36,531 - my_logger - INFO - ָܺΪ15.127459813944455 -2024-11-14 11:12:36,533 - my_logger - INFO - ʼܺ͵ͼ -2024-11-14 11:12:36,980 - my_logger - INFO - ܺ͵ͼ -2024-11-14 11:12:41,242 - my_logger - INFO - end -2024-11-14 11:12:41,243 - my_logger - INFO - ģѵ -2024-11-14 13:10:28,769 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 13:10:28,770 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 13:14:24,862 - my_logger - INFO - ɾ²ǰ(2510, 930) -2024-11-14 13:14:27,049 - my_logger - INFO - ɾ²(2510, 635) -2024-11-14 13:14:27,056 - my_logger - INFO - ɾԤΪֵк(1776, 635) -2024-11-14 13:14:27,063 - my_logger - INFO - ɾȫΪֵк(1776, 557) -2024-11-14 13:27:43,175 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 13:27:43,176 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 13:34:27,891 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 13:34:27,893 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 13:35:34,470 - my_logger - INFO - ɾ²ǰ(2510, 202) -2024-11-14 13:35:34,943 - my_logger - INFO - ɾ²(2510, 103) -2024-11-14 13:35:34,946 - my_logger - INFO - ɾԤΪֵк(1776, 103) -2024-11-14 13:35:34,948 - my_logger - INFO - ɾȫΪֵк(1776, 103) -2024-11-14 13:35:37,679 - my_logger - INFO - ն(67) ܶ(35) -0 ŷӹBrentԭCDU EIAƷ -1 īӹWTIԭCDU йͱ -2 ¼ӹDubaiԭCDU DOE-Ͳ/3 -3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ -4 īӹWTIԭCDU M2 Ͳܶȣ -.. ... ... -62 ڻ(ԾԼ):INEԭ -63 BU-SCԾԼ -64 IPEڻ -65 WTIԾԼ -66 y - -[67 rows x 2 columns] -2024-11-14 13:35:37,705 - my_logger - INFO - Ϣܹ100,ն(67),ܶ(35), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-14 13:35:37,707 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-14 13:35:38,604 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', y = '72.53' WHERE ds = '2024-11-13 00:00:00' -2024-11-14 13:35:38,607 - my_logger - INFO - ʼѵģ... -2024-11-14 13:35:38,628 - my_logger - INFO - Training set head: -2024-11-14 13:35:38,628 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ... is_quarter_end is_year_start is_year_end unique_id -2508 2018-01-02 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 -2507 2018-01-03 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 -2506 2018-01-04 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 -2505 2018-01-05 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 -2502 2018-01-08 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 - -[5 rows x 118 columns] -2024-11-14 13:35:39,166 - my_logger - INFO - -Testing set head: -2024-11-14 13:35:39,167 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ... is_quarter_end is_year_start is_year_end unique_id -2004 2019-05-21 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 -2003 2019-05-22 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 -2002 2019-05-23 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 -2001 2019-05-24 38186.0 732.4702 -343.0476 ... 0.0 0.0 0.0 1 -1998 2019-05-27 38186.0 732.4702 -343.0476 ... 0.0 0.0 0.0 1 - -[5 rows x 118 columns] -2024-11-14 13:40:47,293 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 13:40:47,295 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 13:41:54,486 - my_logger - INFO - ɾ²ǰ(2510, 202) -2024-11-14 13:41:54,959 - my_logger - INFO - ɾ²(2510, 103) -2024-11-14 13:41:54,962 - my_logger - INFO - ɾԤΪֵк(1776, 103) -2024-11-14 13:41:54,964 - my_logger - INFO - ɾȫΪֵк(1776, 103) -2024-11-14 13:41:57,709 - my_logger - INFO - ն(67) ܶ(35) -0 ŷӹBrentԭCDU EIAƷ -1 īӹWTIԭCDU йͱ -2 ¼ӹDubaiԭCDU DOE-Ͳ/3 -3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ -4 īӹWTIԭCDU M2 Ͳܶȣ -.. ... ... -62 ڻ(ԾԼ):INEԭ -63 BU-SCԾԼ -64 IPEڻ -65 WTIԾԼ -66 y - -[67 rows x 2 columns] -2024-11-14 13:41:57,739 - my_logger - INFO - Ϣܹ100,ն(67),ܶ(35), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-14 13:41:57,741 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-14 13:43:47,802 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 13:43:47,803 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 13:44:54,795 - my_logger - INFO - ɾ²ǰ(2510, 202) -2024-11-14 13:44:55,272 - my_logger - INFO - ɾ²(2510, 103) -2024-11-14 13:44:55,276 - my_logger - INFO - ɾԤΪֵк(1776, 103) -2024-11-14 13:44:55,278 - my_logger - INFO - ɾȫΪֵк(1776, 103) -2024-11-14 13:44:57,960 - my_logger - INFO - ն(67) ܶ(35) -0 ŷӹBrentԭCDU EIAƷ -1 īӹWTIԭCDU йͱ -2 ¼ӹDubaiԭCDU DOE-Ͳ/3 -3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ -4 īӹWTIԭCDU M2 Ͳܶȣ -.. ... ... -62 ڻ(ԾԼ):INEԭ -63 BU-SCԾԼ -64 IPEڻ -65 WTIԾԼ -66 y - -[67 rows x 2 columns] -2024-11-14 13:44:57,986 - my_logger - INFO - Ϣܹ100,ն(67),ܶ(35), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-14 13:44:57,987 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-14 13:44:58,675 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,676 - my_logger - INFO - Column йͱ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,677 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,677 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,678 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,678 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,679 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,679 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,680 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,680 - my_logger - INFO - Column Ʒ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,681 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,681 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,682 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,682 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,683 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,683 - my_logger - INFO - Column ɽѹ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,684 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,684 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,685 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,685 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,685 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,687 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,687 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,688 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,688 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,689 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,689 - my_logger - INFO - Column ܶȱ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,690 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,690 - my_logger - INFO - Column ԭ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,691 - my_logger - INFO - Column ͱϩܶȱ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,691 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,692 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,693 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,693 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,694 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,694 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,695 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,695 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,696 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,696 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,697 - my_logger - INFO - Column ԭPADD5 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,697 - my_logger - INFO - Column ԭPADD4 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,698 - my_logger - INFO - Column ԭPADD3 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,698 - my_logger - INFO - Column ԭPADD2 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,699 - my_logger - INFO - Column ԭPADD1 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,700 - my_logger - INFO - Column ͵һ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,700 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,701 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,701 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,702 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,702 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,703 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,704 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,704 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,705 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,705 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,706 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,706 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,707 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,707 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,708 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,708 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,709 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,710 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,710 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,711 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,711 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,712 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,712 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,713 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,713 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,714 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,714 - my_logger - INFO - Column SC۲ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,715 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,715 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,716 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,716 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,716 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,717 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,718 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,718 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,719 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,719 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,720 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,721 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,721 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,722 - my_logger - INFO - Column ڻۣԾԭ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,723 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,723 - my_logger - INFO - Column ڻ():INEԭ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,724 - my_logger - INFO - Column ڻ̼ۣWTIԭ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,724 - my_logger - INFO - Column ڻ̼ۣԾԭ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,725 - my_logger - INFO - Column SCԭڻ۸ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,725 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,726 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,726 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,727 - my_logger - INFO - Column SCڻ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,727 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,728 - my_logger - INFO - Column ڻ(ԾԼ):INEԭ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,728 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,729 - my_logger - INFO - Column IPEڻ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,729 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,730 - my_logger - INFO - Column y was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,730 - my_logger - INFO - Column year was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,731 - my_logger - INFO - Column month was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,731 - my_logger - INFO - Column day was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,732 - my_logger - INFO - Column dayofweek was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,732 - my_logger - INFO - Column weekofyear was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,733 - my_logger - INFO - Column dayofyear was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,734 - my_logger - INFO - Column quarternum was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,734 - my_logger - INFO - Column dayofquarter was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,735 - my_logger - INFO - Column is_month_start was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,735 - my_logger - INFO - Column is_month_end was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,736 - my_logger - INFO - Column is_quarter_start was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,736 - my_logger - INFO - Column is_quarter_end was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,737 - my_logger - INFO - Column is_year_start was last updated at 2024-11-13 00:00:00 -2024-11-14 13:44:58,738 - my_logger - INFO - Column is_year_end was last updated at 2024-11-13 00:00:00 -2024-11-14 14:04:11,960 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 14:04:11,962 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 14:05:17,712 - my_logger - INFO - ɾ²ǰ(2510, 202) -2024-11-14 14:05:18,193 - my_logger - INFO - ɾ²(2510, 103) -2024-11-14 14:05:18,197 - my_logger - INFO - ɾԤΪֵк(1776, 103) -2024-11-14 14:05:18,199 - my_logger - INFO - ɾȫΪֵк(1776, 103) -2024-11-14 14:05:20,887 - my_logger - INFO - ն(67) ܶ(35) -0 ŷӹBrentԭCDU EIAƷ -1 īӹWTIԭCDU йͱ -2 ¼ӹDubaiԭCDU DOE-Ͳ/3 -3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ -4 īӹWTIԭCDU M2 Ͳܶȣ -.. ... ... -62 ڻ(ԾԼ):INEԭ -63 BU-SCԾԼ -64 IPEڻ -65 WTIԾԼ -66 y - -[67 rows x 2 columns] -2024-11-14 14:05:20,913 - my_logger - INFO - Ϣܹ100,ն(67),ܶ(35), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-14 14:05:20,916 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-14 14:05:21,622 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-13 -2024-11-14 14:05:21,625 - my_logger - INFO - Column йͱ was last updated at 2024-11-13 -2024-11-14 14:05:21,627 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-13 -2024-11-14 14:05:21,629 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-13 -2024-11-14 14:05:21,632 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-13 -2024-11-14 14:05:21,633 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-13 -2024-11-14 14:05:21,636 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-13 -2024-11-14 14:05:21,638 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-13 -2024-11-14 14:05:21,640 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-13 -2024-11-14 14:05:21,643 - my_logger - INFO - Column Ʒ was last updated at 2024-11-13 -2024-11-14 14:05:21,644 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-13 -2024-11-14 14:05:21,646 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-13 -2024-11-14 14:05:21,648 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-13 -2024-11-14 14:05:21,650 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-13 -2024-11-14 14:05:21,653 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-13 -2024-11-14 14:05:21,655 - my_logger - INFO - Column ɽѹ was last updated at 2024-11-13 -2024-11-14 14:05:21,657 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-13 -2024-11-14 14:05:21,660 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-13 -2024-11-14 14:05:21,662 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-13 -2024-11-14 14:05:21,664 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-13 -2024-11-14 14:05:21,666 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-13 -2024-11-14 14:05:21,668 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-13 -2024-11-14 14:05:21,670 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-13 -2024-11-14 14:05:21,674 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-13 -2024-11-14 14:05:21,675 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-13 -2024-11-14 14:05:21,677 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-13 -2024-11-14 14:05:21,679 - my_logger - INFO - Column ܶȱ was last updated at 2024-11-13 -2024-11-14 14:05:21,681 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-13 -2024-11-14 14:05:21,682 - my_logger - INFO - Column ԭ was last updated at 2024-11-13 -2024-11-14 14:05:21,686 - my_logger - INFO - Column ͱϩܶȱ was last updated at 2024-11-13 -2024-11-14 14:05:21,688 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-13 -2024-11-14 14:05:21,691 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-13 -2024-11-14 14:05:21,693 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-13 -2024-11-14 14:05:21,695 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-13 -2024-11-14 14:05:21,698 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-13 -2024-11-14 14:05:21,700 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-13 -2024-11-14 14:05:21,702 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-13 -2024-11-14 14:05:21,705 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-13 -2024-11-14 14:05:21,708 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-13 -2024-11-14 14:05:21,710 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-13 -2024-11-14 14:05:21,712 - my_logger - INFO - Column ԭPADD5 was last updated at 2024-11-13 -2024-11-14 14:05:21,713 - my_logger - INFO - Column ԭPADD4 was last updated at 2024-11-13 -2024-11-14 14:05:21,715 - my_logger - INFO - Column ԭPADD3 was last updated at 2024-11-13 -2024-11-14 14:05:21,717 - my_logger - INFO - Column ԭPADD2 was last updated at 2024-11-13 -2024-11-14 14:05:21,720 - my_logger - INFO - Column ԭPADD1 was last updated at 2024-11-13 -2024-11-14 14:05:21,722 - my_logger - INFO - Column ͵һ was last updated at 2024-11-13 -2024-11-14 14:05:21,724 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-13 -2024-11-14 14:05:21,726 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-13 -2024-11-14 14:05:21,728 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-13 -2024-11-14 14:05:21,730 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-13 -2024-11-14 14:05:21,732 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-13 -2024-11-14 14:05:21,734 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-13 -2024-11-14 14:05:21,737 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-13 -2024-11-14 14:05:21,739 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-13 -2024-11-14 14:05:21,741 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-13 -2024-11-14 14:05:21,743 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-13 -2024-11-14 14:05:21,746 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-13 -2024-11-14 14:05:21,748 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-13 -2024-11-14 14:05:21,750 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-13 -2024-11-14 14:05:21,753 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-13 -2024-11-14 14:05:21,755 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-13 -2024-11-14 14:05:21,757 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-13 -2024-11-14 14:05:21,760 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-13 -2024-11-14 14:05:21,763 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-13 -2024-11-14 14:05:21,765 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-13 -2024-11-14 14:05:21,767 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-13 -2024-11-14 14:05:21,770 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-13 -2024-11-14 14:05:21,772 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-13 -2024-11-14 14:05:21,774 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-13 -2024-11-14 14:05:21,776 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-13 -2024-11-14 14:05:21,778 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-13 -2024-11-14 14:05:21,780 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-13 -2024-11-14 14:05:21,782 - my_logger - INFO - Column SC۲ was last updated at 2024-11-13 -2024-11-14 14:05:21,785 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-13 -2024-11-14 14:05:21,788 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-13 -2024-11-14 14:05:21,790 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-13 -2024-11-14 14:05:21,792 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-13 -2024-11-14 14:05:21,794 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-13 -2024-11-14 14:05:21,796 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-13 -2024-11-14 14:05:21,798 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-13 -2024-11-14 14:05:21,803 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-13 -2024-11-14 14:05:21,805 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-13 -2024-11-14 14:05:21,807 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-13 -2024-11-14 14:05:21,809 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-13 -2024-11-14 14:05:21,812 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-13 -2024-11-14 14:05:21,814 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-13 -2024-11-14 14:05:21,816 - my_logger - INFO - Column ڻۣԾԭ was last updated at 2024-11-13 -2024-11-14 14:05:21,818 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-13 -2024-11-14 14:05:21,821 - my_logger - INFO - Column ڻ():INEԭ was last updated at 2024-11-13 -2024-11-14 14:05:21,823 - my_logger - INFO - Column ڻ̼ۣWTIԭ was last updated at 2024-11-13 -2024-11-14 14:05:21,826 - my_logger - INFO - Column ڻ̼ۣԾԭ was last updated at 2024-11-13 -2024-11-14 14:05:21,828 - my_logger - INFO - Column SCԭڻ۸ was last updated at 2024-11-13 -2024-11-14 14:05:21,830 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-13 -2024-11-14 14:05:21,832 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-13 -2024-11-14 14:05:21,835 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-13 -2024-11-14 14:05:21,838 - my_logger - INFO - Column SCڻ was last updated at 2024-11-13 -2024-11-14 14:05:21,840 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-13 -2024-11-14 14:05:21,842 - my_logger - INFO - Column ڻ(ԾԼ):INEԭ was last updated at 2024-11-13 -2024-11-14 14:05:21,844 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-13 -2024-11-14 14:05:21,846 - my_logger - INFO - Column IPEڻ was last updated at 2024-11-13 -2024-11-14 14:05:21,848 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-13 -2024-11-14 14:05:21,850 - my_logger - INFO - Column y was last updated at 2024-11-13 -2024-11-14 14:05:21,852 - my_logger - INFO - Column year was last updated at 2024-11-13 -2024-11-14 14:05:21,854 - my_logger - INFO - Column month was last updated at 2024-11-13 -2024-11-14 14:05:21,856 - my_logger - INFO - Column day was last updated at 2024-11-13 -2024-11-14 14:05:21,858 - my_logger - INFO - Column dayofweek was last updated at 2024-11-13 -2024-11-14 14:05:21,861 - my_logger - INFO - Column weekofyear was last updated at 2024-11-13 -2024-11-14 14:05:21,863 - my_logger - INFO - Column dayofyear was last updated at 2024-11-13 -2024-11-14 14:05:21,865 - my_logger - INFO - Column quarternum was last updated at 2024-11-13 -2024-11-14 14:05:21,867 - my_logger - INFO - Column dayofquarter was last updated at 2024-11-13 -2024-11-14 14:05:21,869 - my_logger - INFO - Column is_month_start was last updated at 2024-11-13 -2024-11-14 14:05:21,872 - my_logger - INFO - Column is_month_end was last updated at 2024-11-13 -2024-11-14 14:05:21,874 - my_logger - INFO - Column is_quarter_start was last updated at 2024-11-13 -2024-11-14 14:05:21,876 - my_logger - INFO - Column is_quarter_end was last updated at 2024-11-13 -2024-11-14 14:05:21,878 - my_logger - INFO - Column is_year_start was last updated at 2024-11-13 -2024-11-14 14:05:21,880 - my_logger - INFO - Column is_year_end was last updated at 2024-11-13 -2024-11-14 14:08:39,883 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 14:08:39,884 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 14:13:56,463 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 14:13:56,464 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 14:22:10,340 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 14:22:10,341 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 14:25:32,142 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 14:25:32,143 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 14:26:38,123 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 14:26:38,127 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 14:26:38,129 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 14:26:38,131 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 14:26:38,133 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 14:26:38,136 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 14:26:38,138 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,140 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,143 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,145 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,147 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,149 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,151 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,153 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,155 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,158 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,159 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,162 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,164 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,167 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,169 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,171 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,173 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,175 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,177 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,179 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,182 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,184 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,186 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,189 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,192 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,194 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,196 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,199 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,201 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,203 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,205 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,208 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,210 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,211 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,215 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,217 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,219 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,222 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,224 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,226 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,228 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,231 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,233 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,235 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,237 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,240 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,242 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,244 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,246 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,249 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,251 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,253 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,255 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,257 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,259 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,261 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 14:26:38,263 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,266 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,268 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:26:38,269 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,272 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,274 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 14:26:38,276 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-01 -2024-11-14 14:26:38,278 - my_logger - INFO - Column йͱ was last updated at 2024-11-08 -2024-11-14 14:26:38,281 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-14 14:26:38,283 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-01 -2024-11-14 14:26:38,285 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-01 -2024-11-14 14:26:38,287 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-01 -2024-11-14 14:26:38,290 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 14:26:38,294 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 14:26:38,296 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 14:26:38,298 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-01 -2024-11-14 14:26:38,300 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-14 14:26:38,302 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-14 14:26:38,304 - my_logger - INFO - Column Ʒ was last updated at 2024-11-01 -2024-11-14 14:26:38,307 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-01 -2024-11-14 14:26:38,309 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-01 -2024-11-14 14:26:38,311 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-01 -2024-11-14 14:26:38,313 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-01 -2024-11-14 14:26:38,315 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-01 -2024-11-14 14:26:38,317 - my_logger - INFO - Column ɽѹ was last updated at 2024-11-13 -2024-11-14 14:26:38,320 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-01 -2024-11-14 14:26:38,322 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-01 -2024-11-14 14:26:38,324 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-01 -2024-11-14 14:26:38,327 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-01 -2024-11-14 14:26:38,328 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-01 -2024-11-14 14:26:38,331 - my_logger - INFO - Column :ͳ: was last updated at 2024-04-05 -2024-11-14 14:26:38,333 - my_logger - INFO - Column ͳ:ɽ was last updated at 2024-04-18 -2024-11-14 14:26:38,335 - my_logger - INFO - Column й::Ʒ: was last updated at 2024-04-18 -2024-11-14 14:26:38,338 - my_logger - INFO - Column й::Ʒ:Ӫ was last updated at 2024-04-04 -2024-11-14 14:26:38,341 - my_logger - INFO - Column ɽ::Ʒ: was last updated at 2024-04-04 -2024-11-14 14:26:38,342 - my_logger - INFO - Column ͳӪ: was last updated at 2024-04-05 -2024-11-14 14:26:38,345 - my_logger - INFO - Column :ͳ:ھľԭͶ was last updated at 2024-04-05 -2024-11-14 14:26:38,347 - my_logger - INFO - Column :ͳ:Ͷ was last updated at 2024-04-05 -2024-11-14 14:26:38,349 - my_logger - INFO - Column :ͳ:ۿԭ was last updated at 2024-04-05 -2024-11-14 14:26:38,351 - my_logger - INFO - Column :ͳ: was last updated at 2024-04-05 -2024-11-14 14:26:38,354 - my_logger - INFO - Column й:ִк:ں(۰̨) was last updated at 2024-04-10 -2024-11-14 14:26:38,357 - my_logger - INFO - Column й:ִк:۰̨ was last updated at 2024-04-08 -2024-11-14 14:26:38,359 - my_logger - INFO - Column й:ִк:ʺ was last updated at 2024-04-10 -2024-11-14 14:26:38,361 - my_logger - INFO - Column ִк::ں was last updated at 2024-04-10 -2024-11-14 14:26:38,363 - my_logger - INFO - Column ִк::ʺ was last updated at 2024-04-10 -2024-11-14 14:26:38,365 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-01 -2024-11-14 14:26:38,368 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-01 -2024-11-14 14:26:38,370 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-14 14:26:38,374 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-01 -2024-11-14 14:26:38,376 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-01 -2024-11-14 14:26:38,378 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-01 -2024-11-14 14:26:38,380 - my_logger - INFO - Column ܶȱ was last updated at 2024-11-01 -2024-11-14 14:26:38,382 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-01 -2024-11-14 14:26:38,384 - my_logger - INFO - Column ԭ was last updated at 2024-11-01 -2024-11-14 14:26:38,386 - my_logger - INFO - Column ͱϩܶȱ was last updated at 2024-11-01 -2024-11-14 14:26:38,389 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-14 14:26:38,391 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-14 -2024-11-14 14:26:38,393 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-14 -2024-11-14 14:26:38,395 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-14 -2024-11-14 14:26:38,397 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-13 -2024-11-14 14:26:38,399 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-13 -2024-11-14 14:26:38,401 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-13 -2024-11-14 14:26:38,403 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-13 -2024-11-14 14:26:38,406 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-13 -2024-11-14 14:26:38,407 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-13 -2024-11-14 14:26:38,410 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-13 -2024-11-14 14:26:38,412 - my_logger - INFO - Column ԭPADD5 was last updated at 2024-11-01 -2024-11-14 14:26:38,414 - my_logger - INFO - Column ԭPADD4 was last updated at 2024-11-01 -2024-11-14 14:26:38,416 - my_logger - INFO - Column ԭPADD3 was last updated at 2024-11-01 -2024-11-14 14:26:38,418 - my_logger - INFO - Column ԭPADD2 was last updated at 2024-11-01 -2024-11-14 14:26:38,420 - my_logger - INFO - Column ԭPADD1 was last updated at 2024-11-01 -2024-11-14 14:26:38,423 - my_logger - INFO - Column úܶȱ was last updated at None -2024-11-14 14:26:38,425 - my_logger - INFO - Column ͵һ was last updated at 2024-11-13 -2024-11-14 14:26:38,427 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 -2024-11-14 14:26:38,430 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-13 -2024-11-14 14:26:38,431 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-13 -2024-11-14 14:26:38,433 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-13 -2024-11-14 14:26:38,436 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-13 -2024-11-14 14:26:38,438 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-13 -2024-11-14 14:26:38,441 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-13 -2024-11-14 14:26:38,443 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-13 -2024-11-14 14:26:38,445 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-13 -2024-11-14 14:26:38,447 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-13 -2024-11-14 14:26:38,449 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-13 -2024-11-14 14:26:38,451 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-14 -2024-11-14 14:26:38,453 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-14 -2024-11-14 14:26:38,456 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-14 -2024-11-14 14:26:38,458 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-14 -2024-11-14 14:26:38,460 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-13 -2024-11-14 14:26:38,462 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-13 -2024-11-14 14:26:38,464 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-13 -2024-11-14 14:26:38,466 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-13 -2024-11-14 14:26:38,468 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-13 -2024-11-14 14:26:38,470 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-13 -2024-11-14 14:26:38,472 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-13 -2024-11-14 14:26:38,474 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-13 -2024-11-14 14:26:38,477 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-13 -2024-11-14 14:26:38,479 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-13 -2024-11-14 14:26:38,480 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-13 -2024-11-14 14:26:38,482 - my_logger - INFO - Column SC۲ was last updated at 2024-11-13 -2024-11-14 14:26:38,484 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-13 -2024-11-14 14:26:38,486 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-13 -2024-11-14 14:26:38,489 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-13 -2024-11-14 14:26:38,491 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-13 -2024-11-14 14:26:38,493 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-13 -2024-11-14 14:26:38,495 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-13 -2024-11-14 14:26:38,498 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-13 -2024-11-14 14:26:38,500 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-13 -2024-11-14 14:26:38,501 - my_logger - INFO - Column ڻɽ:INEԭ was last updated at 2024-04-10 -2024-11-14 14:26:38,503 - my_logger - INFO - Column ڻֲ:INEԭ was last updated at 2024-04-10 -2024-11-14 14:26:38,505 - my_logger - INFO - Column ڻֲ(ԾԼ):INEԭ was last updated at 2024-04-10 -2024-11-14 14:26:38,508 - my_logger - INFO - Column ڻֲ():INEԭ was last updated at 2024-04-10 -2024-11-14 14:26:38,510 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-13 -2024-11-14 14:26:38,512 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-13 -2024-11-14 14:26:38,514 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 -2024-11-14 14:26:38,516 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-12 -2024-11-14 14:26:38,518 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 -2024-11-14 14:26:38,520 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 -2024-11-14 14:26:38,522 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-13 -2024-11-14 14:26:38,525 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-13 -2024-11-14 14:26:38,527 - my_logger - INFO - Column ڻۣԾԭ was last updated at 2024-11-12 -2024-11-14 14:26:38,528 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-13 -2024-11-14 14:26:38,530 - my_logger - INFO - Column ڻ():INEԭ was last updated at 2024-11-13 -2024-11-14 14:26:38,533 - my_logger - INFO - Column ڻ̼ۣWTIԭ was last updated at 2024-11-12 -2024-11-14 14:26:38,535 - my_logger - INFO - Column ڻ̼ۣԾԭ was last updated at 2024-11-12 -2024-11-14 14:26:38,537 - my_logger - INFO - Column SCԭڻ۸ was last updated at 2024-11-13 -2024-11-14 14:26:38,540 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-14 -2024-11-14 14:26:38,542 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-14 -2024-11-14 14:26:38,544 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-13 -2024-11-14 14:26:38,546 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 -2024-11-14 14:26:38,548 - my_logger - INFO - Column SCڻ was last updated at 2024-11-13 -2024-11-14 14:26:38,550 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-13 -2024-11-14 14:26:38,551 - my_logger - INFO - Column ڻ(ԾԼ):INEԭ was last updated at 2024-11-13 -2024-11-14 14:26:38,555 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-13 -2024-11-14 14:26:38,557 - my_logger - INFO - Column IPEڻ was last updated at 2024-11-12 -2024-11-14 14:26:38,559 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 -2024-11-14 14:26:38,561 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 -2024-11-14 14:26:38,563 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-13 -2024-11-14 14:26:38,565 - my_logger - INFO - Column y was last updated at 2024-11-13 -2024-11-14 14:44:41,599 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 14:44:41,600 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 14:46:10,067 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 14:46:10,070 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 14:46:10,071 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 14:46:10,072 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 14:46:10,074 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 14:46:10,075 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 14:46:10,076 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,078 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,080 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,081 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,083 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,084 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,086 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,087 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,088 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,089 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,090 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,092 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,094 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,096 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,097 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,099 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,101 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,103 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,104 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,105 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,107 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,108 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,109 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,110 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,112 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,113 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,115 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,116 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,118 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,119 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,121 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,122 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,123 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,125 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,126 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,127 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,128 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,130 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,132 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,133 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,135 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,136 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,137 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,139 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,140 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,142 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,143 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,144 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,145 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,146 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,148 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,149 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,150 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,151 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,153 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,154 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 14:46:10,156 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,157 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,159 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 14:46:10,160 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,161 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,162 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 14:46:10,164 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-01 -2024-11-14 14:46:10,164 - my_logger - INFO - Column йͱ was last updated at 2024-11-08 -2024-11-14 14:46:10,166 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-14 14:46:10,168 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-01 -2024-11-14 14:46:10,169 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-01 -2024-11-14 14:46:10,170 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-01 -2024-11-14 14:46:10,172 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 14:46:10,174 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 14:46:10,175 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 14:46:10,177 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-01 -2024-11-14 14:46:10,178 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-14 14:46:10,180 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-14 14:46:10,181 - my_logger - INFO - Column Ʒ was last updated at 2024-11-01 -2024-11-14 14:46:10,182 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-01 -2024-11-14 14:46:10,184 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-01 -2024-11-14 14:46:10,185 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-01 -2024-11-14 14:46:10,186 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-01 -2024-11-14 14:46:10,187 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-01 -2024-11-14 14:46:10,189 - my_logger - INFO - Column ɽѹ was last updated at 2024-11-13 -2024-11-14 14:46:10,190 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-01 -2024-11-14 14:46:10,192 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-01 -2024-11-14 14:46:10,193 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-01 -2024-11-14 14:46:10,194 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-01 -2024-11-14 14:46:10,196 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-01 -2024-11-14 14:46:10,197 - my_logger - INFO - Column :ͳ: was last updated at 2024-04-05 -2024-11-14 14:46:10,198 - my_logger - INFO - Column ͳ:ɽ was last updated at 2024-04-18 -2024-11-14 14:46:10,199 - my_logger - INFO - Column й::Ʒ: was last updated at 2024-04-18 -2024-11-14 14:46:10,200 - my_logger - INFO - Column й::Ʒ:Ӫ was last updated at 2024-04-04 -2024-11-14 14:46:10,202 - my_logger - INFO - Column ɽ::Ʒ: was last updated at 2024-04-04 -2024-11-14 14:46:10,204 - my_logger - INFO - Column ͳӪ: was last updated at 2024-04-05 -2024-11-14 14:46:10,205 - my_logger - INFO - Column :ͳ:ھľԭͶ was last updated at 2024-04-05 -2024-11-14 14:46:10,206 - my_logger - INFO - Column :ͳ:Ͷ was last updated at 2024-04-05 -2024-11-14 14:46:10,209 - my_logger - INFO - Column :ͳ:ۿԭ was last updated at 2024-04-05 -2024-11-14 14:46:10,210 - my_logger - INFO - Column :ͳ: was last updated at 2024-04-05 -2024-11-14 14:46:10,211 - my_logger - INFO - Column й:ִк:ں(۰̨) was last updated at 2024-04-10 -2024-11-14 14:46:10,212 - my_logger - INFO - Column й:ִк:۰̨ was last updated at 2024-04-08 -2024-11-14 14:46:10,214 - my_logger - INFO - Column й:ִк:ʺ was last updated at 2024-04-10 -2024-11-14 14:46:10,215 - my_logger - INFO - Column ִк::ں was last updated at 2024-04-10 -2024-11-14 14:46:10,217 - my_logger - INFO - Column ִк::ʺ was last updated at 2024-04-10 -2024-11-14 14:46:10,217 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-01 -2024-11-14 14:46:10,220 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-01 -2024-11-14 14:46:10,222 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-14 14:46:10,223 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-01 -2024-11-14 14:46:10,224 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-01 -2024-11-14 14:46:10,226 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-01 -2024-11-14 14:46:10,227 - my_logger - INFO - Column ܶȱ was last updated at 2024-11-01 -2024-11-14 14:46:10,228 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-01 -2024-11-14 14:46:10,230 - my_logger - INFO - Column ԭ was last updated at 2024-11-01 -2024-11-14 14:46:10,231 - my_logger - INFO - Column ͱϩܶȱ was last updated at 2024-11-01 -2024-11-14 14:46:10,232 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-14 14:46:10,233 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-14 -2024-11-14 14:46:10,235 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-14 -2024-11-14 14:46:10,236 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-14 -2024-11-14 14:46:10,238 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-13 -2024-11-14 14:46:10,239 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-13 -2024-11-14 14:46:10,241 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-13 -2024-11-14 14:46:10,242 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-13 -2024-11-14 14:46:10,243 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-13 -2024-11-14 14:46:10,245 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-13 -2024-11-14 14:46:10,246 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-13 -2024-11-14 14:46:10,247 - my_logger - INFO - Column ԭPADD5 was last updated at 2024-11-01 -2024-11-14 14:46:10,248 - my_logger - INFO - Column ԭPADD4 was last updated at 2024-11-01 -2024-11-14 14:46:10,250 - my_logger - INFO - Column ԭPADD3 was last updated at 2024-11-01 -2024-11-14 14:46:10,252 - my_logger - INFO - Column ԭPADD2 was last updated at 2024-11-01 -2024-11-14 14:46:10,253 - my_logger - INFO - Column ԭPADD1 was last updated at 2024-11-01 -2024-11-14 14:46:10,255 - my_logger - INFO - Column úܶȱ was last updated at None -2024-11-14 14:46:10,256 - my_logger - INFO - Column ͵һ was last updated at 2024-11-13 -2024-11-14 14:46:10,257 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 -2024-11-14 14:46:10,259 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-13 -2024-11-14 14:46:10,260 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-13 -2024-11-14 14:46:10,261 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-13 -2024-11-14 14:46:10,262 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-13 -2024-11-14 14:46:10,264 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-13 -2024-11-14 14:46:10,265 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-13 -2024-11-14 14:46:10,266 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-13 -2024-11-14 14:46:10,268 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-13 -2024-11-14 14:46:10,269 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-13 -2024-11-14 14:46:10,270 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-13 -2024-11-14 14:46:10,272 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-14 -2024-11-14 14:46:10,273 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-14 -2024-11-14 14:46:10,274 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-14 -2024-11-14 14:46:10,275 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-14 -2024-11-14 14:46:10,277 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-13 -2024-11-14 14:46:10,278 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-13 -2024-11-14 14:46:10,279 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-13 -2024-11-14 14:46:10,281 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-13 -2024-11-14 14:46:10,282 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-13 -2024-11-14 14:46:10,283 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-13 -2024-11-14 14:46:10,284 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-13 -2024-11-14 14:46:10,286 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-13 -2024-11-14 14:46:10,288 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-13 -2024-11-14 14:46:10,289 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-13 -2024-11-14 14:46:10,291 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-13 -2024-11-14 14:46:10,292 - my_logger - INFO - Column SC۲ was last updated at 2024-11-13 -2024-11-14 14:46:10,294 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-13 -2024-11-14 14:46:10,295 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-13 -2024-11-14 14:46:10,296 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-13 -2024-11-14 14:46:10,298 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-13 -2024-11-14 14:46:10,299 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-13 -2024-11-14 14:46:10,300 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-13 -2024-11-14 14:46:10,302 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-13 -2024-11-14 14:46:10,303 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-13 -2024-11-14 14:46:10,304 - my_logger - INFO - Column ڻɽ:INEԭ was last updated at 2024-04-10 -2024-11-14 14:46:10,305 - my_logger - INFO - Column ڻֲ:INEԭ was last updated at 2024-04-10 -2024-11-14 14:46:10,307 - my_logger - INFO - Column ڻֲ(ԾԼ):INEԭ was last updated at 2024-04-10 -2024-11-14 14:46:10,309 - my_logger - INFO - Column ڻֲ():INEԭ was last updated at 2024-04-10 -2024-11-14 14:46:10,310 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-13 -2024-11-14 14:46:10,312 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-13 -2024-11-14 14:46:10,313 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 -2024-11-14 14:46:10,314 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-12 -2024-11-14 14:46:10,315 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 -2024-11-14 14:46:10,318 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 -2024-11-14 14:46:10,319 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-13 -2024-11-14 14:46:10,320 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-13 -2024-11-14 14:46:10,321 - my_logger - INFO - Column ڻۣԾԭ was last updated at 2024-11-12 -2024-11-14 14:46:10,323 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-13 -2024-11-14 14:46:10,324 - my_logger - INFO - Column ڻ():INEԭ was last updated at 2024-11-13 -2024-11-14 14:46:10,326 - my_logger - INFO - Column ڻ̼ۣWTIԭ was last updated at 2024-11-12 -2024-11-14 14:46:10,327 - my_logger - INFO - Column ڻ̼ۣԾԭ was last updated at 2024-11-12 -2024-11-14 14:46:10,329 - my_logger - INFO - Column SCԭڻ۸ was last updated at 2024-11-13 -2024-11-14 14:46:10,330 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-14 -2024-11-14 14:46:10,331 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-14 -2024-11-14 14:46:10,333 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-13 -2024-11-14 14:46:10,334 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 -2024-11-14 14:46:10,335 - my_logger - INFO - Column SCڻ was last updated at 2024-11-13 -2024-11-14 14:46:10,336 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-13 -2024-11-14 14:46:10,338 - my_logger - INFO - Column ڻ(ԾԼ):INEԭ was last updated at 2024-11-13 -2024-11-14 14:46:10,339 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-13 -2024-11-14 14:46:10,341 - my_logger - INFO - Column IPEڻ was last updated at 2024-11-12 -2024-11-14 14:46:10,343 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 -2024-11-14 14:46:10,345 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 -2024-11-14 14:46:10,346 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-13 -2024-11-14 14:46:10,348 - my_logger - INFO - Column y was last updated at 2024-11-13 -2024-11-14 14:46:10,349 - my_logger - INFO - Column ڻ̼ۣINEԭ was last updated at 2024-11-13 -2024-11-14 14:46:10,350 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-12 -2024-11-14 14:46:10,351 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-13 -2024-11-14 14:46:10,352 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-13 -2024-11-14 14:46:10,354 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-14 -2024-11-14 14:46:10,355 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-13 -2024-11-14 14:46:10,356 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-13 -2024-11-14 14:46:10,358 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-13 -2024-11-14 14:46:10,360 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-13 -2024-11-14 14:46:10,361 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-13 -2024-11-14 14:46:10,362 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-13 -2024-11-14 14:46:10,363 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-13 -2024-11-14 14:46:10,365 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-13 -2024-11-14 14:46:10,366 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-13 -2024-11-14 14:46:10,367 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-13 -2024-11-14 14:46:10,368 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-13 -2024-11-14 14:46:10,370 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-13 -2024-11-14 14:46:10,371 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-13 -2024-11-14 14:46:10,372 - my_logger - INFO - Column ڻɽ(ԾԼ):INEԭ was last updated at 2024-11-13 -2024-11-14 14:46:10,374 - my_logger - INFO - Column ڻɽ:INEԭ was last updated at 2024-11-13 -2024-11-14 14:46:10,376 - my_logger - INFO - Column ÿ:INEԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,377 - my_logger - INFO - Column ڻ:INEԭ:ܼ-ʿ was last updated at 2020-07-31 -2024-11-14 14:46:10,379 - my_logger - INFO - Column ڻ:INEԭ:ܼ-ʿ(I ) was last updated at 2024-11-08 -2024-11-14 14:46:10,380 - my_logger - INFO - Column ڻ:INEԭ:ܼ-ķԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,381 - my_logger - INFO - Column ڻ:INEԭ:ܼ-ԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,382 - my_logger - INFO - Column ڻ:INEԭ:ܼ- was last updated at 2024-11-08 -2024-11-14 14:46:10,383 - my_logger - INFO - Column ڻ:INEԭ:ܼ-ϰԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,385 - my_logger - INFO - Column ڻ:INEԭ::ʹ˰-¶ԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,386 - my_logger - INFO - Column ڻ:INEԭ:㽭:ϼ was last updated at 2024-11-13 -2024-11-14 14:46:10,387 - my_logger - INFO - Column ڻ:INEԭ:㽭:л was last updated at 2024-11-13 -2024-11-14 14:46:10,389 - my_logger - INFO - Column ڻ:INEԭ:㽭:ʹ was last updated at 2021-03-26 -2024-11-14 14:46:10,390 - my_logger - INFO - Column ڻ:INEԭ:㽭:ʯ was last updated at 2024-11-13 -2024-11-14 14:46:10,392 - my_logger - INFO - Column ڻ:INEԭ:㽭:йʯӵ was last updated at 2024-11-13 -2024-11-14 14:46:10,394 - my_logger - INFO - Column ڻ:INEԭ:ɽ:ϼ was last updated at 2024-11-13 -2024-11-14 14:46:10,395 - my_logger - INFO - Column ڻ:INEԭ:ɽ:ൺʵ was last updated at 2021-06-21 -2024-11-14 14:46:10,396 - my_logger - INFO - Column ڻ:INEԭ:ɽ:лΫ was last updated at 2024-11-13 -2024-11-14 14:46:10,397 - my_logger - INFO - Column ڻ:INEԭ:ɽ:ൺĦ was last updated at 2021-06-21 -2024-11-14 14:46:10,399 - my_logger - INFO - Column ڻ:INEԭ:ɽ:йʯ was last updated at 2024-11-13 -2024-11-14 14:46:10,400 - my_logger - INFO - Column ڻ:INEԭ:Ϻ:ϼ was last updated at 2024-11-13 -2024-11-14 14:46:10,401 - my_logger - INFO - Column ڻ:INEԭ:Ϻ:ɽʯ was last updated at 2024-11-13 -2024-11-14 14:46:10,402 - my_logger - INFO - Column ڻ:INEԭ:㶫:ϼ was last updated at 2024-11-13 -2024-11-14 14:46:10,404 - my_logger - INFO - Column ڻ:INEԭ:㶫:տ was last updated at 2024-11-13 -2024-11-14 14:46:10,405 - my_logger - INFO - Column ڻ:INEԭ:㶫:йʯտ was last updated at 2024-11-13 -2024-11-14 14:46:10,407 - my_logger - INFO - Column ڻ:INEԭ::ϼ was last updated at 2024-11-13 -2024-11-14 14:46:10,409 - my_logger - INFO - Column ڻ:INEԭ::Ʒ was last updated at 2024-11-13 -2024-11-14 14:46:10,410 - my_logger - INFO - Column ڻ:INEԭ::ʹ˰ was last updated at 2024-11-13 -2024-11-14 14:46:10,411 - my_logger - INFO - Column ڻ:INEԭ::ʹ was last updated at 2024-11-13 -2024-11-14 14:46:10,413 - my_logger - INFO - Column ڻ:INEԭ::ϼ was last updated at 2024-11-13 -2024-11-14 14:46:10,414 - my_logger - INFO - Column ڻ:INEԭ::йʯ was last updated at 2024-11-13 -2024-11-14 14:46:10,415 - my_logger - INFO - Column ڻ:INEԭ:ӱ:йʯ was last updated at 2024-11-13 -2024-11-14 14:46:10,416 - my_logger - INFO - Column ÿ:INEԭ::ϼ was last updated at 2024-11-08 -2024-11-14 14:46:10,418 - my_logger - INFO - Column ÿ:INEԭ:㽭:ϼ was last updated at 2024-11-08 -2024-11-14 14:46:10,419 - my_logger - INFO - Column ÿ:INEԭ:㶫:ϼ was last updated at 2024-11-08 -2024-11-14 14:46:10,420 - my_logger - INFO - Column ÿ:INEԭ::ϼ was last updated at 2024-11-08 -2024-11-14 14:46:10,422 - my_logger - INFO - Column ÿ:INEԭ:ӱ:ϼ was last updated at 2024-11-08 -2024-11-14 14:46:10,423 - my_logger - INFO - Column ÿ:INEԭ:Ϻ:ϼ was last updated at 2024-11-08 -2024-11-14 14:46:10,425 - my_logger - INFO - Column ÿ:INEԭ::ϼ was last updated at 2024-11-08 -2024-11-14 14:46:10,426 - my_logger - INFO - Column ÿ:INEԭ:ɽ:ϼ was last updated at 2024-11-08 -2024-11-14 14:46:10,428 - my_logger - INFO - Column ÿ:INEԭ:㽭:л was last updated at 2024-11-08 -2024-11-14 14:46:10,429 - my_logger - INFO - Column ÿ:INEԭ:㽭:ʯ was last updated at 2024-11-08 -2024-11-14 14:46:10,430 - my_logger - INFO - Column ÿ:INEԭ:㽭:йʯӵ was last updated at 2024-11-08 -2024-11-14 14:46:10,431 - my_logger - INFO - Column ÿ:INEԭ:Ϻ:ɽʯ was last updated at 2024-11-08 -2024-11-14 14:46:10,432 - my_logger - INFO - Column ÿ:INEԭ:㶫:տ was last updated at 2024-11-08 -2024-11-14 14:46:10,434 - my_logger - INFO - Column ÿ:INEԭ:㶫:йʯտ was last updated at 2024-11-08 -2024-11-14 14:46:10,435 - my_logger - INFO - Column ÿ:INEԭ::Ʒ was last updated at 2024-11-08 -2024-11-14 14:46:10,436 - my_logger - INFO - Column ÿ:INEԭ::ʹ˰ was last updated at 2024-11-08 -2024-11-14 14:46:10,438 - my_logger - INFO - Column ÿ:INEԭ::йʯ was last updated at 2024-11-08 -2024-11-14 14:46:10,439 - my_logger - INFO - Column ÿ:INEԭ:ɽ:йʯ was last updated at 2024-11-08 -2024-11-14 14:46:10,441 - my_logger - INFO - Column ÿ:INEԭ:ɽ:ൺʵ was last updated at 2021-06-18 -2024-11-14 14:46:10,443 - my_logger - INFO - Column ÿ:INEԭ:ɽ:лΫ was last updated at 2024-11-08 -2024-11-14 14:46:10,444 - my_logger - INFO - Column ÿ:INEԭ:ɽ:ൺĦ was last updated at 2021-06-18 -2024-11-14 14:46:10,445 - my_logger - INFO - Column ÿ:INEԭ::͹ was last updated at 2024-11-08 -2024-11-14 14:46:10,446 - my_logger - INFO - Column ÿ:INEԭ:ӱ:йʯ was last updated at 2024-11-08 -2024-11-14 14:46:10,447 - my_logger - INFO - Column ɽ:ÿ:ԭ was last updated at 2024-11-01 -2024-11-14 14:46:10,449 - my_logger - INFO - Column ڻ:INEԭ:㽭:л-ķԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,450 - my_logger - INFO - Column ڻ:INEԭ:㽭:л-ʿ was last updated at 2020-07-31 -2024-11-14 14:46:10,452 - my_logger - INFO - Column ڻ:INEԭ:㽭:л-ʿ(I ) was last updated at 2024-11-08 -2024-11-14 14:46:10,453 - my_logger - INFO - Column ڻ:INEԭ:㽭:ʹ-ķԭ was last updated at 2021-03-26 -2024-11-14 14:46:10,454 - my_logger - INFO - Column ڻ:INEԭ:㽭:йʯӵ-ʿ was last updated at 2020-07-31 -2024-11-14 14:46:10,456 - my_logger - INFO - Column ڻ:INEԭ:㽭:йʯӵ-ʿ(I ) was last updated at 2024-11-08 -2024-11-14 14:46:10,457 - my_logger - INFO - Column ڻ:INEԭ:ɽ:ൺ۶ҿ-ԭ was last updated at 2021-02-10 -2024-11-14 14:46:10,459 - my_logger - INFO - Column ڻ:INEԭ:ɽ:лΫ-ԭ was last updated at 2023-04-14 -2024-11-14 14:46:10,460 - my_logger - INFO - Column ڻ:INEԭ:ɽ:лΫ-ķԭ was last updated at 2023-04-14 -2024-11-14 14:46:10,461 - my_logger - INFO - Column ڻ:INEԭ:ɽ:лΫ-ʿ was last updated at 2020-07-31 -2024-11-14 14:46:10,463 - my_logger - INFO - Column ڻ:INEԭ:ɽ:лΫ-ʿ(I ) was last updated at 2023-04-14 -2024-11-14 14:46:10,464 - my_logger - INFO - Column ڻ:INEԭ:ɽ:йʯ-ķԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,465 - my_logger - INFO - Column ڻ:INEԭ:ɽ:йʯ-ʿ was last updated at 2020-07-31 -2024-11-14 14:46:10,466 - my_logger - INFO - Column ڻ:INEԭ:ɽ:йʯ-ʿ(I ) was last updated at 2024-11-08 -2024-11-14 14:46:10,468 - my_logger - INFO - Column ڻ:INEԭ:ɽ:ɽൺʵ was last updated at 2024-11-13 -2024-11-14 14:46:10,469 - my_logger - INFO - Column ڻ:INEԭ:ɽ:ɽൺʵ-ԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,471 - my_logger - INFO - Column ڻ:INEԭ:ɽ:ɽۺҵҿ was last updated at 2024-11-13 -2024-11-14 14:46:10,472 - my_logger - INFO - Column ڻ:INEԭ:Ϻ:ɽʯ-ʿ(I ) was last updated at 2024-11-08 -2024-11-14 14:46:10,473 - my_logger - INFO - Column ڻ:INEԭ:Ϻ:ɽʯ-ʿ was last updated at 2020-07-31 -2024-11-14 14:46:10,475 - my_logger - INFO - Column ڻ:INEԭ:㶫:տ- was last updated at 2024-11-08 -2024-11-14 14:46:10,476 - my_logger - INFO - Column ڻ:INEԭ:㶫:տ-ԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,477 - my_logger - INFO - Column ڻ:INEԭ:㶫:տ-ʿ(I ) was last updated at 2024-11-08 -2024-11-14 14:46:10,479 - my_logger - INFO - Column ڻ:INEԭ:㶫:տ-ʿ was last updated at 2020-07-31 -2024-11-14 14:46:10,480 - my_logger - INFO - Column ڻ:INEԭ:㶫:йʯտ-ʿ(I) was last updated at 2024-11-08 -2024-11-14 14:46:10,482 - my_logger - INFO - Column ڻ:INEԭ:㶫:йʯտ- was last updated at 2024-11-08 -2024-11-14 14:46:10,483 - my_logger - INFO - Column ڻ:INEԭ:㶫:йʯտ-ķԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,484 - my_logger - INFO - Column ڻ:INEԭ::йʯ-ķԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,485 - my_logger - INFO - Column ڻ:INEԭ::йʯ-ԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,486 - my_logger - INFO - Column ڻ:INEԭ:ӱ:йʯ-ʿ(I ) was last updated at 2024-11-08 -2024-11-14 14:46:10,488 - my_logger - INFO - Column ڻ:INEԭ:ӱ:йʯ-ʿ was last updated at 2020-07-31 -2024-11-14 14:46:10,490 - my_logger - INFO - Column ڻ:INEԭ::Ʒ-ʿ(I ) was last updated at 2024-11-08 -2024-11-14 14:46:10,491 - my_logger - INFO - Column ڻ:INEԭ::ʹ˰-ķԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,492 - my_logger - INFO - Column ڻ:INEԭ::ʹ˰-ʿ(I) was last updated at 2024-11-08 -2024-11-14 14:46:10,494 - my_logger - INFO - Column ڻ:INEԭ::ʹ˰-ԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,495 - my_logger - INFO - Column ڻ:INEԭ::ʹ-ʿ(I) was last updated at 2024-11-08 -2024-11-14 14:46:10,497 - my_logger - INFO - Column ڻ:INEԭ::ʹ-ԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,498 - my_logger - INFO - Column ڻ:INEԭ::ʹ-ķԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,499 - my_logger - INFO - Column ڻ:INEԭ::ʹ-ϰԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,500 - my_logger - INFO - Column ڻ:INEԭ::͹ʴ-ϰԭ was last updated at 2020-10-30 -2024-11-14 14:46:10,501 - my_logger - INFO - Column ڻ:INEԭ::͹ʴ-ԭ was last updated at 2020-10-30 -2024-11-14 14:46:10,503 - my_logger - INFO - Column ڻ:INEԭ::͹ʴ-ʿ(I ) was last updated at 2020-10-30 -2024-11-14 14:46:10,504 - my_logger - INFO - Column ڻ:INEԭ::͹ʴ-ķԭ was last updated at 2020-10-30 -2024-11-14 14:46:10,505 - my_logger - INFO - Column ڻ:INEԭ::͹ʴ-ʿ was last updated at 2020-07-31 -2024-11-14 14:46:10,508 - my_logger - INFO - Column ڻ:INEԭ::ʹ-ʿ(I ) was last updated at 2020-10-30 -2024-11-14 14:46:10,510 - my_logger - INFO - Column ڻ:INEԭ::ʹ-ԭ was last updated at 2020-10-30 -2024-11-14 14:46:10,511 - my_logger - INFO - Column ڻ:INEԭ::ʹ-ķԭ was last updated at 2020-10-30 -2024-11-14 14:46:10,512 - my_logger - INFO - Column ڻ:INEԭ::ʹ-ʿ was last updated at 2020-07-31 -2024-11-14 14:46:10,514 - my_logger - INFO - Column ڻ:INEԭ::Ʒ-ʿ was last updated at 2020-07-31 -2024-11-14 14:46:10,515 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-13 -2024-11-14 14:46:10,516 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-14 -2024-11-14 14:46:10,518 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-14 -2024-11-14 14:46:10,519 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-14 -2024-11-14 14:46:10,521 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-14 -2024-11-14 14:46:10,522 - my_logger - INFO - Column Brent* was last updated at 2024-11-13 -2024-11-14 14:46:10,524 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-14 -2024-11-14 14:46:10,525 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-14 -2024-11-14 14:46:10,527 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-14 -2024-11-14 14:46:10,527 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-13 -2024-11-14 14:46:10,529 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-13 -2024-11-14 14:46:10,530 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-13 -2024-11-14 14:46:10,531 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-13 -2024-11-14 14:46:10,532 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-13 -2024-11-14 14:46:10,534 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-13 -2024-11-14 14:46:10,535 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-13 -2024-11-14 14:46:10,537 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-14 -2024-11-14 14:46:10,538 - my_logger - INFO - Column B00.IPE was last updated at 2024-11-13 -2024-11-14 14:46:10,540 - my_logger - INFO - Column B02.IPE was last updated at 2024-11-13 -2024-11-14 14:46:10,542 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-13 -2024-11-14 14:46:10,543 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-13 -2024-11-14 14:46:10,545 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-13 -2024-11-14 14:46:10,546 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-13 -2024-11-14 14:46:10,548 - my_logger - INFO - Column B03.IPE was last updated at 2024-11-13 -2024-11-14 14:46:10,549 - my_logger - INFO - Column B04.IPE was last updated at 2024-11-13 -2024-11-14 14:46:10,550 - my_logger - INFO - Column B05.IPE was last updated at 2024-11-13 -2024-11-14 14:46:10,551 - my_logger - INFO - Column B06.IPE was last updated at 2024-11-13 -2024-11-14 14:46:10,552 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-13 -2024-11-14 14:46:10,554 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-13 -2024-11-14 14:46:10,556 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-13 -2024-11-14 14:46:10,558 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-13 -2024-11-14 14:46:10,559 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-13 -2024-11-14 14:46:10,561 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-13 -2024-11-14 14:46:10,563 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-13 -2024-11-14 14:46:10,564 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-13 -2024-11-14 14:46:10,565 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-13 -2024-11-14 14:46:10,566 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-13 -2024-11-14 14:46:10,567 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 -2024-11-14 14:46:10,569 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 -2024-11-14 14:46:10,570 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-13 -2024-11-14 14:46:10,572 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-13 -2024-11-14 14:46:10,574 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-13 -2024-11-14 14:46:10,576 - my_logger - INFO - Column Brent c1 15:00̼ was last updated at 2024-10-30 -2024-11-14 14:46:10,577 - my_logger - INFO - Column Brent c2 15:00̼ was last updated at 2024-10-30 -2024-11-14 14:46:10,579 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-01 -2024-11-14 14:46:10,580 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-01 -2024-11-14 14:46:10,582 - my_logger - INFO - Column EIAú was last updated at 2024-11-01 -2024-11-14 14:46:10,583 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-01 -2024-11-14 14:46:10,585 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-01 -2024-11-14 14:46:10,586 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-01 -2024-11-14 14:46:10,587 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-01 -2024-11-14 14:46:10,589 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-01 -2024-11-14 14:46:10,590 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-01 -2024-11-14 14:46:10,592 - my_logger - INFO - Column Ϳ was last updated at 2024-11-01 -2024-11-14 14:46:10,593 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-01 -2024-11-14 14:46:10,594 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-01 -2024-11-14 14:46:10,595 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 -2024-11-14 14:46:10,596 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 -2024-11-14 14:46:10,598 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-06 -2024-11-14 14:46:10,599 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 -2024-11-14 14:46:10,600 - my_logger - INFO - Column Ϳ was last updated at 2024-11-01 -2024-11-14 14:46:10,601 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-01 -2024-11-14 14:46:10,603 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 -2024-11-14 14:46:10,604 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-01 -2024-11-14 14:46:10,606 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 -2024-11-14 14:46:10,608 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-01 -2024-11-14 14:46:10,609 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-01 -2024-11-14 14:46:10,611 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 -2024-11-14 14:46:10,612 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-13 -2024-11-14 14:46:10,613 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-13 -2024-11-14 14:46:10,614 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-13 -2024-11-14 14:46:10,616 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,618 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-01 -2024-11-14 14:46:10,619 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-01 -2024-11-14 14:46:10,620 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-01 -2024-11-14 14:46:10,622 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-01 -2024-11-14 14:46:10,623 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-01 -2024-11-14 14:46:10,625 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-01 -2024-11-14 14:46:10,626 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-01 -2024-11-14 14:46:10,627 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-01 -2024-11-14 14:46:10,628 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-01 -2024-11-14 14:46:10,629 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-01 -2024-11-14 14:46:10,630 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-01 -2024-11-14 14:46:10,632 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-01 -2024-11-14 14:46:10,633 - my_logger - INFO - Column ::ҵԭ was last updated at 2024-04-05 -2024-11-14 14:46:10,634 - my_logger - INFO - Column ::ҵԭ: was last updated at 2024-04-05 -2024-11-14 14:46:10,636 - my_logger - INFO - Column ::ԭͺʯͲƷ(սʯʹ) was last updated at 2024-04-05 -2024-11-14 14:46:10,637 - my_logger - INFO - Column ::ԭͺʯͲƷ(սʯʹ) was last updated at 2024-04-05 -2024-11-14 14:46:10,638 - my_logger - INFO - Column ::ԭ(սʯʹ):˹()ת was last updated at 2024-04-05 -2024-11-14 14:46:10,640 - my_logger - INFO - Column :ԭ was last updated at 2024-08-16 -2024-11-14 14:46:10,642 - my_logger - INFO - Column Ϳ was last updated at 2024-11-01 -2024-11-14 14:46:10,643 - my_logger - INFO - Column ȫԭͺ½ was last updated at 2024-08-20 -2024-11-14 14:46:10,644 - my_logger - INFO - Column ȫԭ½Ͽ was last updated at None -2024-11-14 14:46:10,645 - my_logger - INFO - Column ȫԭ͸(>7) was last updated at 2024-08-20 -2024-11-14 14:46:10,647 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 -2024-11-14 14:46:10,649 - my_logger - INFO - Column ԭͺ½ was last updated at 2024-07-21 -2024-11-14 14:46:10,650 - my_logger - INFO - Column ԭ½Ͽ was last updated at 2024-07-21 -2024-11-14 14:46:10,651 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-01 -2024-11-14 14:46:10,652 - my_logger - INFO - Column ȫ½ԭ was last updated at 2024-11-07 -2024-11-14 14:46:10,653 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-07 -2024-11-14 14:46:10,655 - my_logger - INFO - Column ȫ½ϰԭͿ was last updated at 2024-11-07 -2024-11-14 14:46:10,657 - my_logger - INFO - Column ȫԭ͸ was last updated at 2024-11-07 -2024-11-14 14:46:10,658 - my_logger - INFO - Column ȫԭ½SPR was last updated at 2024-11-07 -2024-11-14 14:46:10,660 - my_logger - INFO - Column ȫԭ½Ͽ was last updated at 2024-11-07 -2024-11-14 14:46:10,661 - my_logger - INFO - Column ȫԭ½Ͽ was last updated at 2024-09-19 -2024-11-14 14:46:10,662 - my_logger - INFO - Column ȫԭ½ҵ was last updated at 2024-11-07 -2024-11-14 14:46:10,663 - my_logger - INFO - Column ܿ was last updated at 2024-11-01 -2024-11-14 14:46:10,665 - my_logger - INFO - Column ܿ was last updated at 2024-11-01 -2024-11-14 14:46:10,666 - my_logger - INFO - Column ԭͿҵ was last updated at 2024-11-01 -2024-11-14 14:46:10,667 - my_logger - INFO - Column ԭҵ was last updated at 2024-11-01 -2024-11-14 14:46:10,668 - my_logger - INFO - Column ԭսԿ was last updated at 2024-11-01 -2024-11-14 14:46:10,670 - my_logger - INFO - Column ԭܿ was last updated at 2024-11-01 -2024-11-14 14:46:10,671 - my_logger - INFO - Column ԭͼƷܿ was last updated at 2024-11-01 -2024-11-14 14:46:10,673 - my_logger - INFO - Column ԭͼƷܿ(SPR) was last updated at 2024-11-01 -2024-11-14 14:46:10,674 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-01 -2024-11-14 14:46:10,675 - my_logger - INFO - Column PADD5 was last updated at 2024-11-01 -2024-11-14 14:46:10,676 - my_logger - INFO - Column PADD4 was last updated at 2024-11-01 -2024-11-14 14:46:10,678 - my_logger - INFO - Column PADD3 was last updated at 2024-11-01 -2024-11-14 14:46:10,679 - my_logger - INFO - Column PADD2 was last updated at 2024-11-01 -2024-11-14 14:46:10,680 - my_logger - INFO - Column PADD1 was last updated at 2024-11-01 -2024-11-14 14:46:10,681 - my_logger - INFO - Column ͳƷ was last updated at 2024-11-01 -2024-11-14 14:46:10,683 - my_logger - INFO - Column ͵ֿ was last updated at 2024-11-01 -2024-11-14 14:46:10,684 - my_logger - INFO - Column ԭPADD5ҵ was last updated at 2024-11-01 -2024-11-14 14:46:10,685 - my_logger - INFO - Column ԭPADD4ҵ was last updated at 2024-11-01 -2024-11-14 14:46:10,686 - my_logger - INFO - Column ԭPADD3ҵ was last updated at 2024-11-01 -2024-11-14 14:46:10,688 - my_logger - INFO - Column ԭPADD2ҵ was last updated at 2024-11-01 -2024-11-14 14:46:10,689 - my_logger - INFO - Column ԭPADD1ҵ was last updated at 2024-11-01 -2024-11-14 14:46:10,691 - my_logger - INFO - Column Ʒܿ was last updated at 2024-11-01 -2024-11-14 14:46:10,693 - my_logger - INFO - Column ȼܿ was last updated at 2024-11-01 -2024-11-14 14:46:10,694 - my_logger - INFO - Column PADD5 was last updated at 2024-11-01 -2024-11-14 14:46:10,696 - my_logger - INFO - Column PADD4 was last updated at 2024-11-01 -2024-11-14 14:46:10,697 - my_logger - INFO - Column PADD3 was last updated at 2024-11-01 -2024-11-14 14:46:10,698 - my_logger - INFO - Column PADD2 was last updated at 2024-11-01 -2024-11-14 14:46:10,700 - my_logger - INFO - Column PADD1 was last updated at 2024-11-01 -2024-11-14 14:46:10,701 - my_logger - INFO - Column й½Ϻ͸ԭ was last updated at 2024-11-11 -2024-11-14 14:46:10,702 - my_logger - INFO - Column й½ԭͿ was last updated at 2024-11-11 -2024-11-14 14:46:10,703 - my_logger - INFO - Column й½ԭͿ was last updated at 2024-11-11 -2024-11-14 14:46:10,705 - my_logger - INFO - Column й½ԭҵ was last updated at 2024-11-11 -2024-11-14 14:46:10,706 - my_logger - INFO - Column й½ԭ was last updated at 2024-11-11 -2024-11-14 14:46:10,708 - my_logger - INFO - Column йԭ͸ was last updated at 2024-11-11 -2024-11-14 14:46:10,710 - my_logger - INFO - Column йԭ was last updated at 2024-11-11 -2024-11-14 14:46:10,711 - my_logger - INFO - Column й½ԭ was last updated at 2024-11-11 -2024-11-14 14:46:10,712 - my_logger - INFO - Column й½ԭͿ was last updated at 2024-11-11 -2024-11-14 14:46:10,713 - my_logger - INFO - Column й½ԭSPR was last updated at 2024-11-11 -2024-11-14 14:46:10,715 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-14 -2024-11-14 14:46:10,716 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-13 -2024-11-14 14:46:10,717 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-13 -2024-11-14 14:46:10,718 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-13 -2024-11-14 14:46:10,720 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-13 -2024-11-14 14:46:10,721 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-13 -2024-11-14 14:46:10,722 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-12 -2024-11-14 14:46:10,724 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-12 -2024-11-14 14:46:10,726 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-12 -2024-11-14 14:46:10,727 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-12 -2024-11-14 14:46:10,728 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-12 -2024-11-14 14:46:10,729 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-13 -2024-11-14 14:46:10,731 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-13 -2024-11-14 14:46:10,732 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-13 -2024-11-14 14:46:10,734 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-13 -2024-11-14 14:46:10,735 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-13 -2024-11-14 14:46:10,736 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-13 -2024-11-14 14:46:10,738 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-13 -2024-11-14 14:46:10,739 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-13 -2024-11-14 14:46:10,740 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-13 -2024-11-14 14:46:10,742 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-13 -2024-11-14 14:46:10,743 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-13 -2024-11-14 14:46:10,745 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-13 -2024-11-14 14:46:10,746 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-13 -2024-11-14 14:46:10,748 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-13 -2024-11-14 14:46:10,749 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-13 -2024-11-14 14:46:10,751 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-13 -2024-11-14 14:46:10,752 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-13 -2024-11-14 14:46:10,753 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-13 -2024-11-14 14:46:10,755 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-13 -2024-11-14 14:46:10,756 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-12 -2024-11-14 14:46:10,758 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-13 -2024-11-14 14:46:10,759 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-13 -2024-11-14 14:46:10,761 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-13 -2024-11-14 14:46:10,763 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-14 -2024-11-14 14:46:10,764 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-13 -2024-11-14 14:46:10,765 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-12 -2024-11-14 14:46:10,767 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-13 -2024-11-14 14:46:10,768 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-13 -2024-11-14 14:46:10,769 - my_logger - INFO - Column DFL was last updated at 2024-11-12 -2024-11-14 14:46:10,771 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-13 -2024-11-14 14:46:10,772 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-13 -2024-11-14 14:46:10,773 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-13 -2024-11-14 14:46:10,775 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-13 -2024-11-14 14:46:10,777 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-13 -2024-11-14 14:46:10,778 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-13 -2024-11-14 14:46:10,779 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-13 -2024-11-14 14:46:10,780 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-13 -2024-11-14 14:46:10,782 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-13 -2024-11-14 14:46:10,783 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-13 -2024-11-14 14:46:10,784 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-13 -2024-11-14 14:46:10,787 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-13 -2024-11-14 14:46:10,788 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-14 -2024-11-14 14:46:10,790 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-12 -2024-11-14 14:46:10,791 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-14 -2024-11-14 14:46:10,793 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-14 -2024-11-14 14:46:10,794 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-12 -2024-11-14 14:46:10,795 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-12 -2024-11-14 14:46:10,796 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-13 -2024-11-14 14:46:10,797 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-14 -2024-11-14 14:46:10,799 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-14 -2024-11-14 14:46:10,800 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-13 -2024-11-14 14:46:10,801 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-14 -2024-11-14 14:46:10,803 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-14 -2024-11-14 14:46:10,804 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-12 -2024-11-14 14:46:10,805 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-12 -2024-11-14 14:46:10,807 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-12 -2024-11-14 14:46:10,809 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-12 -2024-11-14 14:46:10,810 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-12 -2024-11-14 14:46:10,811 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-12 -2024-11-14 14:46:10,813 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 -2024-11-14 14:46:10,814 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-12 -2024-11-14 14:46:10,815 - my_logger - INFO - Column ֻ:ԭ:ɽ was last updated at 2024-11-12 -2024-11-14 14:46:10,818 - my_logger - INFO - Column SCȼ was last updated at 2024-11-12 -2024-11-14 14:46:10,819 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-13 -2024-11-14 14:46:10,820 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-13 -2024-11-14 14:46:10,821 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-13 -2024-11-14 14:46:10,824 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-12 -2024-11-14 14:46:10,825 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-13 -2024-11-14 14:46:10,826 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-13 -2024-11-14 14:46:10,828 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-13 -2024-11-14 14:46:10,829 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-13 -2024-11-14 14:46:10,830 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-13 -2024-11-14 14:46:10,831 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-13 -2024-11-14 14:46:10,833 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-01 -2024-11-14 14:46:10,834 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-13 -2024-11-14 14:46:10,835 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-05 -2024-11-14 14:46:10,836 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-13 -2024-11-14 14:46:10,838 - my_logger - INFO - Column Brent̼ was last updated at 2024-11-13 -2024-11-14 14:46:10,840 - my_logger - INFO - Column ֻ:ԭ:Դ˾ was last updated at 2024-11-12 -2024-11-14 14:46:10,842 - my_logger - INFO - Column ֻ:ԭ:¿˹мԭ(WTI) was last updated at 2024-11-12 -2024-11-14 14:46:10,843 - my_logger - INFO - Column ֻ:ԭ:ӢDtd was last updated at 2024-11-12 -2024-11-14 14:46:10,845 - my_logger - INFO - Column ֻ:ԭ(ϰ) was last updated at 2024-11-12 -2024-11-14 14:46:10,846 - my_logger - INFO - Column ֻ:ԭ() was last updated at 2024-11-12 -2024-11-14 14:46:10,847 - my_logger - INFO - Column ֻ:ԭ(Ƥ˹) was last updated at 2024-11-12 -2024-11-14 14:46:10,849 - my_logger - INFO - Column ֻ:ԭ(ӡ) was last updated at 2024-11-12 -2024-11-14 14:46:10,850 - my_logger - INFO - Column ֻ:ԭ(ӡ˹) was last updated at 2024-11-12 -2024-11-14 14:46:10,851 - my_logger - INFO - Column ֻ:ԭ(ӡ) was last updated at 2024-11-12 -2024-11-14 14:46:10,853 - my_logger - INFO - Column ֻ:ԭ(й) was last updated at 2024-11-12 -2024-11-14 14:46:10,854 - my_logger - INFO - Column ֻ:ԭ(йʤ) was last updated at 2024-11-12 -2024-11-14 14:46:10,856 - my_logger - INFO - Column OPEC:һԭͼ۸ was last updated at 2024-11-12 -2024-11-14 14:46:10,858 - my_logger - INFO - Column ֻ:ԭ():FOBŷ was last updated at 2024-11-12 -2024-11-14 14:46:10,859 - my_logger - INFO - Column ֻ:ԭ(¿˹мԭ(WTI)):FOB was last updated at 2024-11-12 -2024-11-14 14:46:10,860 - my_logger - INFO - Column й:ֻȼ۸:ʺԭ was last updated at 2024-04-03 -2024-11-14 14:46:10,861 - my_logger - INFO - Column й:һԭͼ۸仯 was last updated at 2024-11-11 -2024-11-14 14:46:10,864 - my_logger - INFO - Column ̼:ԭָ was last updated at 2024-11-13 -2024-11-14 14:46:10,865 - my_logger - INFO - Column ԭָ(BDTI) was last updated at 2024-11-12 -2024-11-14 14:46:10,866 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-13 -2024-11-14 14:46:10,868 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-13 -2024-11-14 14:46:10,869 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-13 -2024-11-14 14:46:10,871 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-13 -2024-11-14 14:46:10,872 - my_logger - INFO - Column Oman FOB M2 was last updated at None -2024-11-14 14:46:10,874 - my_logger - INFO - Column Oman FOB M3 was last updated at None -2024-11-14 14:46:10,875 - my_logger - INFO - Column Oman FOB M4 was last updated at None -2024-11-14 14:46:10,877 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-13 -2024-11-14 14:46:10,878 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-13 -2024-11-14 14:46:10,880 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-14 14:46:10,881 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-14 14:46:10,882 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-13 -2024-11-14 14:46:10,884 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-12 -2024-11-14 14:46:10,885 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-13 -2024-11-14 14:46:10,887 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-13 -2024-11-14 14:46:10,888 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-13 -2024-11-14 14:46:10,889 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-13 -2024-11-14 14:46:10,891 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-13 -2024-11-14 14:46:10,892 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-13 -2024-11-14 14:46:10,894 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-13 -2024-11-14 14:46:10,895 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-13 -2024-11-14 14:46:10,896 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-13 -2024-11-14 14:46:10,898 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-13 -2024-11-14 14:46:10,899 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-13 -2024-11-14 14:46:10,900 - my_logger - INFO - Column BRENT2410 was last updated at 2024-09-09 -2024-11-14 14:46:10,902 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-13 -2024-11-14 14:46:10,903 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-13 -2024-11-14 14:46:10,904 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-14 -2024-11-14 14:46:10,906 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-14 -2024-11-14 14:46:10,908 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-14 -2024-11-14 14:46:10,909 - my_logger - INFO - Column Brent c2 16:30̼ was last updated at 2024-10-30 -2024-11-14 14:46:10,911 - my_logger - INFO - Column Brent c1 02:30̼ was last updated at 2024-10-31 -2024-11-14 14:46:10,912 - my_logger - INFO - Column Brent c2 02:30̼ was last updated at 2024-10-31 -2024-11-14 14:46:10,913 - my_logger - INFO - Column Brent c1 16:30̼ was last updated at 2024-10-30 -2024-11-14 14:46:10,915 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-14 -2024-11-14 14:46:10,916 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-14 -2024-11-14 14:46:10,919 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-14 -2024-11-14 14:46:10,920 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-14 -2024-11-14 14:46:10,920 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-13 -2024-11-14 14:46:10,922 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-13 -2024-11-14 14:46:10,923 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-13 -2024-11-14 14:46:10,926 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-13 -2024-11-14 14:46:10,927 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-13 -2024-11-14 14:46:10,928 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-13 -2024-11-14 14:46:10,929 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-13 -2024-11-14 14:46:10,931 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-13 -2024-11-14 14:46:10,933 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-12 -2024-11-14 14:46:10,934 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-13 -2024-11-14 14:46:10,935 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-13 -2024-11-14 14:46:10,936 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-13 -2024-11-14 14:46:10,937 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-13 -2024-11-14 14:46:10,939 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-13 -2024-11-14 14:46:10,940 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-13 -2024-11-14 14:46:10,942 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-13 -2024-11-14 14:46:10,943 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-13 -2024-11-14 14:46:10,944 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-13 -2024-11-14 14:46:10,946 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-13 -2024-11-14 14:46:10,947 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-13 -2024-11-14 14:46:10,949 - my_logger - INFO - Column EFS c2 02:30̼ was last updated at 2024-10-31 -2024-11-14 14:46:10,950 - my_logger - INFO - Column WTI c1 was last updated at 2024-10-31 -2024-11-14 14:46:10,951 - my_logger - INFO - Column WTI c2 was last updated at 2024-10-31 -2024-11-14 14:46:10,952 - my_logger - INFO - Column WTI c4 was last updated at 2024-10-31 -2024-11-14 14:46:10,954 - my_logger - INFO - Column Brent c2 was last updated at 2024-10-31 -2024-11-14 14:46:10,956 - my_logger - INFO - Column Brent c3 was last updated at 2024-10-31 -2024-11-14 14:46:10,957 - my_logger - INFO - Column Brent c4 was last updated at 2024-10-31 -2024-11-14 14:46:10,959 - my_logger - INFO - Column EFS c1 02:30̼ was last updated at 2024-10-31 -2024-11-14 14:46:10,960 - my_logger - INFO - Column Brent c1 was last updated at 2024-10-31 -2024-11-14 14:46:10,962 - my_logger - INFO - Column WTI c3 was last updated at 2024-10-31 -2024-11-14 14:46:10,963 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-14 14:46:10,964 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-14 14:46:10,965 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-14 14:46:10,966 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-14 14:46:10,967 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-01 -2024-11-14 14:46:10,969 - my_logger - INFO - Column ͬ was last updated at 2024-11-01 -2024-11-14 14:46:10,970 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-01 -2024-11-14 14:46:10,971 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-01 -2024-11-14 14:46:10,973 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 -2024-11-14 14:46:10,974 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-08 -2024-11-14 14:46:10,976 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-08 -2024-11-14 14:46:10,977 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-01 -2024-11-14 14:46:10,978 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-01 -2024-11-14 14:46:10,980 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-14 14:46:10,981 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-01 -2024-11-14 14:46:10,982 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-01 -2024-11-14 14:46:10,983 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-08 -2024-11-14 14:46:10,985 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-01 -2024-11-14 14:46:10,985 - my_logger - INFO - Column ò was last updated at 2024-11-01 -2024-11-14 14:46:10,988 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-01 -2024-11-14 14:46:10,989 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-08 -2024-11-14 14:46:10,991 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-08 -2024-11-14 14:46:10,993 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-08 -2024-11-14 14:46:10,994 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-08 -2024-11-14 14:46:10,995 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-08 -2024-11-14 14:46:10,996 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-08 -2024-11-14 14:46:10,997 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-08 -2024-11-14 14:46:10,999 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-08 -2024-11-14 14:46:11,000 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-08 -2024-11-14 14:46:11,001 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-08 -2024-11-14 14:46:11,002 - my_logger - INFO - Column Permian was last updated at 2024-11-08 -2024-11-14 14:46:11,003 - my_logger - INFO - Column EagleFord was last updated at 2024-11-08 -2024-11-14 14:46:11,005 - my_logger - INFO - Column Williston was last updated at 2024-11-08 -2024-11-14 14:46:11,006 - my_logger - INFO - Column Marcellus was last updated at 2024-11-08 -2024-11-14 14:46:11,009 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-08 -2024-11-14 14:46:11,010 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-08 -2024-11-14 14:46:11,012 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-08 -2024-11-14 14:46:11,013 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-08 -2024-11-14 14:46:11,014 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-08 -2024-11-14 14:46:11,015 - my_logger - INFO - Column ϸ was last updated at 2024-11-08 -2024-11-14 14:46:11,017 - my_logger - INFO - Column жϸ was last updated at 2024-11-08 -2024-11-14 14:46:11,017 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 -2024-11-14 14:46:11,019 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-08 -2024-11-14 14:46:11,020 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-14 14:46:11,021 - my_logger - INFO - Column ½ was last updated at 2024-11-08 -2024-11-14 14:46:11,023 - my_logger - INFO - Column ԭ was last updated at 2024-11-01 -2024-11-14 14:46:11,025 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-08 -2024-11-14 14:46:11,027 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-01 -2024-11-14 14:46:11,030 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-08 -2024-11-14 14:46:11,031 - my_logger - INFO - Column was last updated at 2024-11-01 -2024-11-14 14:46:11,032 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-01 -2024-11-14 14:46:11,034 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-08 -2024-11-14 14:46:11,035 - my_logger - INFO - Column :ҵծ:CCC¼ҵծȨ was last updated at 2024-10-31 -2024-11-14 14:46:11,036 - my_logger - INFO - Column ::ֵ was last updated at 2024-04-05 -2024-11-14 14:46:11,038 - my_logger - INFO - Column :ô:ֵ was last updated at 2024-04-05 -2024-11-14 14:46:11,039 - my_logger - INFO - Column ::ԭ was last updated at 2024-10-11 -2024-11-14 14:46:11,041 - my_logger - INFO - Column Ȼ棨48ݺϼƣ was last updated at 2024-11-01 -2024-11-14 14:46:11,042 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-08 -2024-11-14 14:46:11,043 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-01 -2024-11-14 14:46:11,044 - my_logger - INFO - Column ͻϳɷ־Ͷ was last updated at 2024-11-01 -2024-11-14 14:46:11,046 - my_logger - INFO - Column ȼͲ was last updated at 2024-11-01 -2024-11-14 14:46:11,047 - my_logger - INFO - Column Ͳ was last updated at 2024-11-01 -2024-11-14 14:46:11,048 - my_logger - INFO - Column Ͳ was last updated at 2024-11-01 -2024-11-14 14:46:11,050 - my_logger - INFO - Column ԭܶȲ was last updated at 2024-11-01 -2024-11-14 14:46:11,051 - my_logger - INFO - Column EIAú was last updated at 2024-11-01 -2024-11-14 14:46:11,052 - my_logger - INFO - Column EIA; was last updated at 2024-11-01 -2024-11-14 14:46:11,053 - my_logger - INFO - Column EIA; was last updated at 2024-11-01 -2024-11-14 14:46:11,055 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-01 -2024-11-14 14:46:11,057 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-01 -2024-11-14 14:46:11,058 - my_logger - INFO - Column DOE-; was last updated at 2024-11-01 -2024-11-14 14:46:11,059 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-01 -2024-11-14 14:46:11,060 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-01 -2024-11-14 14:46:11,062 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-01 -2024-11-14 14:46:11,063 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-01 -2024-11-14 14:46:11,065 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-01 -2024-11-14 14:46:11,066 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-12 -2024-11-14 14:46:11,067 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-12 -2024-11-14 14:46:11,068 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-01 -2024-11-14 14:46:11,070 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-01 -2024-11-14 14:46:11,072 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-01 -2024-11-14 14:46:11,074 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-01 -2024-11-14 14:46:11,075 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-01 -2024-11-14 14:46:11,076 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-01 -2024-11-14 14:46:11,078 - my_logger - INFO - Column ȫԭͺ was last updated at 2024-08-20 -2024-11-14 14:46:11,079 - my_logger - INFO - Column Kpler-OPEC+ OPECԭͺܶȳ was last updated at None -2024-11-14 14:46:11,080 - my_logger - INFO - Column Kpler-˹ԭͺܶȳ was last updated at 2024-08-19 -2024-11-14 14:46:11,082 - my_logger - INFO - Column ԭܶȳڣ was last updated at 2024-08-19 -2024-11-14 14:46:11,083 - my_logger - INFO - Column Kpler-ԭͽڣܶȣ was last updated at 2024-08-25 -2024-11-14 14:46:11,085 - my_logger - INFO - Column Kpler-ԭͳڣܶȣ was last updated at 2024-08-25 -2024-11-14 14:46:11,086 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 -2024-11-14 14:46:11,087 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,089 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,091 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,092 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,093 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,094 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,096 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,097 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,098 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,100 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,101 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,102 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,104 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,106 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,107 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,109 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,110 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 -2024-11-14 14:46:11,111 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,112 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,114 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,115 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,117 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,118 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 -2024-11-14 14:46:11,119 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,120 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,122 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,123 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,125 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,125 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,127 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,129 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,130 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,131 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,132 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,134 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-10-20 -2024-11-14 14:46:11,135 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,136 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,137 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,138 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,140 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,141 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,142 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,144 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,145 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,146 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,148 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 14:46:11,149 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,150 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,152 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,153 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,154 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,156 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-10-27 -2024-11-14 14:46:11,157 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,158 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,160 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,161 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,162 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-10-27 -2024-11-14 14:46:11,163 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,165 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,167 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,168 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,170 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-10-27 -2024-11-14 14:46:11,171 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,173 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,174 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,176 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,177 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,178 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,179 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,181 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,183 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,185 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,186 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,188 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,190 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,192 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,193 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,195 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,196 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,198 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,199 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 14:46:11,200 - my_logger - INFO - Column ȼܶȾ was last updated at 2024-11-01 -2024-11-14 14:46:11,202 - my_logger - INFO - Column ȼܶȳ was last updated at 2024-11-01 -2024-11-14 14:46:11,203 - my_logger - INFO - Column ȼܶȽ was last updated at 2024-11-01 -2024-11-14 14:46:11,204 - my_logger - INFO - Column ܶȾ was last updated at 2024-11-01 -2024-11-14 14:46:11,206 - my_logger - INFO - Column ܶȳ was last updated at 2024-11-01 -2024-11-14 14:46:11,208 - my_logger - INFO - Column ܶȽ was last updated at 2024-11-01 -2024-11-14 14:46:11,209 - my_logger - INFO - Column ܶȾ was last updated at 2024-11-01 -2024-11-14 14:46:11,211 - my_logger - INFO - Column ܶȳ was last updated at 2024-11-01 -2024-11-14 14:46:11,212 - my_logger - INFO - Column ܶȽ was last updated at 2024-11-01 -2024-11-14 14:46:11,213 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-01 -2024-11-14 14:46:11,214 - my_logger - INFO - Column ԭܶȳ was last updated at 2024-11-01 -2024-11-14 14:46:11,217 - my_logger - INFO - Column ԭܶȽ was last updated at 2024-11-01 -2024-11-14 14:46:11,218 - my_logger - INFO - Column ƷܶȾ was last updated at 2024-11-01 -2024-11-14 14:46:11,219 - my_logger - INFO - Column Ʒܶȳ was last updated at 2024-11-01 -2024-11-14 14:46:11,221 - my_logger - INFO - Column ƷܶȽ was last updated at 2024-11-01 -2024-11-14 14:46:11,223 - my_logger - INFO - Column ԭͺͳƷܶȾ was last updated at 2024-11-01 -2024-11-14 14:46:11,224 - my_logger - INFO - Column ԭͺͳƷܶȳ was last updated at 2024-11-01 -2024-11-14 14:46:11,226 - my_logger - INFO - Column ԭͺͳƷܶȽ was last updated at 2024-11-01 -2024-11-14 14:46:11,228 - my_logger - INFO - Column Kpler-ɳԭͳ was last updated at 2024-08-19 -2024-11-14 14:46:11,229 - my_logger - INFO - Column Saudi was last updated at 2024-08-19 -2024-11-14 14:46:11,230 - my_logger - INFO - Column Saudi-Kuwaiti Neutral Zone was last updated at 2024-08-19 -2024-11-14 14:46:11,232 - my_logger - INFO - Column Kpler-OPEC+ԭͺ˳ was last updated at 2024-08-19 -2024-11-14 14:46:11,233 - my_logger - INFO - Column Kpler-OPEC+OPECԭͺ˳ was last updated at 2024-08-19 -2024-11-14 14:46:11,234 - my_logger - INFO - Column Kpler-OPECԭͺ˳ was last updated at 2024-08-19 -2024-11-14 14:46:11,235 - my_logger - INFO - Column Kpler-OPECжԭͺ˳ was last updated at 2024-08-19 -2024-11-14 14:46:11,236 - my_logger - INFO - Column iraq was last updated at 2024-08-19 -2024-11-14 14:46:11,238 - my_logger - INFO - Column Kpler-ԭͺ˳ was last updated at 2024-08-19 -2024-11-14 14:46:11,240 - my_logger - INFO - Column Kpler-ԭͺ˳ was last updated at 2024-08-19 -2024-11-14 14:46:11,241 - my_logger - INFO - Column Nigeria was last updated at 2024-08-19 -2024-11-14 14:46:11,243 - my_logger - INFO - Column Brazil was last updated at 2024-08-19 -2024-11-14 14:46:11,244 - my_logger - INFO - Column Mexico was last updated at 2024-08-19 -2024-11-14 14:46:11,245 - my_logger - INFO - Column Iran was last updated at 2024-08-19 -2024-11-14 14:46:11,247 - my_logger - INFO - Column Oman was last updated at 2024-08-19 -2024-11-14 14:46:11,248 - my_logger - INFO - Column Libya was last updated at 2024-08-19 -2024-11-14 14:46:11,249 - my_logger - INFO - Column Venezuela was last updated at 2024-08-19 -2024-11-14 14:46:11,251 - my_logger - INFO - Column Algeria was last updated at 2024-08-19 -2024-11-14 14:46:11,253 - my_logger - INFO - Column Malaysia was last updated at 2024-08-19 -2024-11-14 14:46:11,254 - my_logger - INFO - Column Republic of the Congo was last updated at 2024-08-19 -2024-11-14 14:46:11,256 - my_logger - INFO - Column Gabon was last updated at 2024-08-19 -2024-11-14 14:46:11,257 - my_logger - INFO - Column Sudan was last updated at 2024-08-19 -2024-11-14 14:46:11,258 - my_logger - INFO - Column Equatorial Guinea was last updated at 2024-08-19 -2024-11-14 14:46:11,260 - my_logger - INFO - Column Brunei was last updated at 2024-08-19 -2024-11-14 14:46:11,261 - my_logger - INFO - Column Kazakhstan was last updated at 2024-08-19 -2024-11-14 14:46:11,262 - my_logger - INFO - Column ԭͺ˳ was last updated at 2024-08-19 -2024-11-14 14:46:11,263 - my_logger - INFO - Column ԭͳڡ was last updated at 2024-07-28 -2024-11-14 14:46:11,264 - my_logger - INFO - Column ԭͳ was last updated at 2024-07-28 -2024-11-14 14:46:11,266 - my_logger - INFO - Column ԭͳ was last updated at 2024-07-28 -2024-11-14 14:46:11,267 - my_logger - INFO - Column ԭͳ was last updated at 2024-07-28 -2024-11-14 14:46:11,268 - my_logger - INFO - Column ԭͳй was last updated at 2024-05-26 -2024-11-14 14:46:11,269 - my_logger - INFO - Column ԭͳ޵ was last updated at 2024-07-28 -2024-11-14 14:46:11,271 - my_logger - INFO - Column ԭͳŷ was last updated at 2024-07-28 -2024-11-14 14:46:11,273 - my_logger - INFO - Column ¹ԭͺ˽ was last updated at 2024-08-12 -2024-11-14 14:46:11,274 - my_logger - INFO - Column ŷԭͺ˽ was last updated at 2024-08-12 -2024-11-14 14:46:11,275 - my_logger - INFO - Column ӡԭͺ˽ was last updated at 2024-08-12 -2024-11-14 14:46:11,277 - my_logger - INFO - Column йԭͺ˽ was last updated at 2024-08-12 -2024-11-14 14:46:11,278 - my_logger - INFO - Column ӡȳƷͺ˽ was last updated at 2024-07-21 -2024-11-14 14:46:11,279 - my_logger - INFO - Column йͺ˽ was last updated at 2024-07-21 -2024-11-14 14:46:11,281 - my_logger - INFO - Column ӡȲͺ˽ was last updated at 2024-07-21 -2024-11-14 14:46:11,283 - my_logger - INFO - Column ӡͺ˽ was last updated at 2024-07-21 -2024-11-14 14:46:11,284 - my_logger - INFO - Column йͺ˽ was last updated at 2024-07-21 -2024-11-14 14:46:11,285 - my_logger - INFO - Column йƷͺ˽ was last updated at 2024-07-21 -2024-11-14 14:46:11,287 - my_logger - INFO - Column ŷ޺ú˽ was last updated at 2024-07-21 -2024-11-14 14:46:11,288 - my_logger - INFO - Column ŷȼͺ˽ was last updated at 2024-07-21 -2024-11-14 14:46:11,290 - my_logger - INFO - Column ŷʯͺ˽ was last updated at 2024-07-21 -2024-11-14 14:46:11,291 - my_logger - INFO - Column ŷͺ˽ was last updated at 2024-07-21 -2024-11-14 14:46:11,292 - my_logger - INFO - Column ŷ޲ͺ˽ was last updated at 2024-07-21 -2024-11-14 14:46:11,294 - my_logger - INFO - Column ŷ޳Ʒͺ˽ was last updated at 2024-07-21 -2024-11-14 14:46:11,295 - my_logger - INFO - Column ͺ˳ was last updated at 2024-08-12 -2024-11-14 14:46:11,296 - my_logger - INFO - Column ˹ͺ˳ was last updated at 2024-08-12 -2024-11-14 14:46:11,297 - my_logger - INFO - Column ˹Ʒͺ˳ was last updated at 2024-08-12 -2024-11-14 14:46:11,298 - my_logger - INFO - Column ͺ˳ was last updated at 2024-08-12 -2024-11-14 14:46:11,300 - my_logger - INFO - Column Ʒͺ˳ was last updated at 2024-08-12 -2024-11-14 14:46:11,301 - my_logger - INFO - Column ˹ͺ˳ was last updated at 2024-08-12 -2024-11-14 14:46:11,302 - my_logger - INFO - Column ԭ; was last updated at 2024-03-24 -2024-11-14 14:46:11,304 - my_logger - INFO - Column 10ծ was last updated at 2024-11-12 -2024-11-14 14:46:11,306 - my_logger - INFO - Column 2ծ was last updated at 2024-11-12 -2024-11-14 14:46:11,307 - my_logger - INFO - Column Ԫָ was last updated at 2024-04-10 -2024-11-14 14:46:11,309 - my_logger - INFO - Column ڻ̼(ԾԼ):COMEXƽ was last updated at 2024-04-10 -2024-11-14 14:46:11,310 - my_logger - INFO - Column ׶ֻ:ԪƼ was last updated at 2024-04-10 -2024-11-14 14:46:11,312 - my_logger - INFO - Column ֻ:LMEͭ was last updated at 2024-04-09 -2024-11-14 14:46:11,312 - my_logger - INFO - Column йغɢ˼ָ:ԭ was last updated at None -2024-11-14 14:46:11,315 - my_logger - INFO - Column ˿֮·ԭ˼ָ:ԭ(265000MT):ж˹̹Ŭ-й was last updated at None -2024-11-14 14:46:11,316 - my_logger - INFO - Column ˿֮·ԭ˼ָ was last updated at None -2024-11-14 14:46:11,318 - my_logger - INFO - Column ˮλ was last updated at 2024-11-13 -2024-11-14 14:46:11,319 - my_logger - INFO - Column ŷ½ԭͿ͸ was last updated at 2024-10-14 -2024-11-14 14:46:11,321 - my_logger - INFO - Column ŷ½ԭ͸ was last updated at 2024-10-14 -2024-11-14 14:46:11,322 - my_logger - INFO - Column Ӣ½ԭͿ was last updated at 2024-10-14 -2024-11-14 14:46:11,323 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 14:46:11,326 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 14:46:11,327 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 14:46:11,328 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 14:46:11,329 - my_logger - INFO - Column Ų½ԭͿ was last updated at 2024-10-14 -2024-11-14 14:46:11,331 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 14:46:11,332 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 14:46:11,333 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 14:46:11,334 - my_logger - INFO - Column ¹½ԭͿ was last updated at 2024-10-14 -2024-11-14 14:46:11,336 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 14:46:11,337 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 14:46:11,338 - my_logger - INFO - Column ʱ½ԭͿ was last updated at 2024-10-14 -2024-11-14 14:46:11,340 - my_logger - INFO - Column ŷ½ԭSPR was last updated at 2024-10-14 -2024-11-14 14:46:11,341 - my_logger - INFO - Column ŷ½ԭ was last updated at 2024-10-14 -2024-11-14 14:46:11,343 - my_logger - INFO - Column ŷ½ԭҵ was last updated at 2024-10-14 -2024-11-14 14:46:11,344 - my_logger - INFO - Column ŷ½ԭͿ was last updated at 2024-10-14 -2024-11-14 14:46:11,345 - my_logger - INFO - Column ŷ½ԭͿ was last updated at 2024-10-14 -2024-11-14 14:46:11,346 - my_logger - INFO - Column ovx index was last updated at 2024-11-13 -2024-11-14 14:46:11,347 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-13 -2024-11-14 14:46:11,349 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-13 -2024-11-14 14:46:11,350 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-13 -2024-11-14 14:46:11,352 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-13 -2024-11-14 14:46:11,353 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-01 -2024-11-14 14:46:11,355 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-05 -2024-11-14 14:46:11,357 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-05 -2024-11-14 14:46:11,359 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-05 -2024-11-14 14:46:11,361 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-12 -2024-11-14 14:46:11,362 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-13 -2024-11-14 14:46:11,363 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-13 -2024-11-14 14:46:11,367 - my_logger - INFO - ɾ²ǰ(2510, 930) -2024-11-14 14:46:12,425 - my_logger - INFO - ɾ²(2510, 635) -2024-11-14 14:46:12,430 - my_logger - INFO - ɾԤΪֵк(1776, 635) -2024-11-14 14:46:12,434 - my_logger - INFO - ɾȫΪֵк(1776, 557) -2024-11-14 14:46:17,509 - my_logger - INFO - LibyaΪ -2024-11-14 14:46:17,510 - my_logger - INFO - MalaysiaΪ -2024-11-14 14:46:17,881 - my_logger - INFO - ն(357) ܶ(197) -0 ŷӹBrentԭCDU EIAƷ -1 īӹWTIԭCDU йͱ -2 ¼ӹDubaiԭCDU DOE-Ͳ/3 -3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ -4 īӹWTIԭCDU M2 Ͳܶȣ -.. ... ... -352 C2403150124 -353 FVHCM1 INDEX -354 lmcads03 lme comdty -355 GC1 COMB Comdty -356 C2404167855 - -[357 rows x 2 columns] -2024-11-14 14:46:17,894 - my_logger - INFO - Ϣܹ554,ն(357),ܶ(197), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-14 14:46:17,896 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-14 14:46:19,382 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', y = '72.53' WHERE ds = '2024-11-13 00:00:00' -2024-11-14 14:46:19,388 - my_logger - INFO - ʼѵģ... -2024-11-14 14:46:19,408 - my_logger - INFO - Training set head: -2024-11-14 14:46:19,409 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ... is_quarter_end is_year_start is_year_end unique_id -2508 2018-01-02 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 -2507 2018-01-03 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 -2506 2018-01-04 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 -2505 2018-01-05 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 -2502 2018-01-08 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 - -[5 rows x 572 columns] -2024-11-14 14:46:19,623 - my_logger - INFO - -Testing set head: -2024-11-14 14:46:19,624 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ... is_quarter_end is_year_start is_year_end unique_id -2004 2019-05-21 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 -2003 2019-05-22 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 -2002 2019-05-23 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 -2001 2019-05-24 38186.0 732.4702 -343.0476 ... 0.0 0.0 0.0 1 -1998 2019-05-27 38186.0 732.4702 -343.0476 ... 0.0 0.0 0.0 1 - -[5 rows x 572 columns] -2024-11-14 15:40:22,452 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 15:40:22,454 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 15:45:42,650 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 15:45:42,651 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 15:55:48,759 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 15:55:48,760 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 15:58:53,060 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 15:58:53,061 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 16:02:59,868 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 16:02:59,869 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 16:10:20,115 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 16:10:20,117 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 16:12:39,812 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 16:12:39,813 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 16:15:46,810 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 16:15:46,811 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 16:17:11,866 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:17:14,539 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:17:17,569 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:17:19,823 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:17:21,303 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:17:22,468 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:17:23,392 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:17:23,915 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:17:24,431 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:19:34,246 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 16:19:34,247 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 16:19:56,213 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:19:56,216 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:19:56,218 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:19:56,220 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:19:56,222 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:19:56,224 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:19:56,227 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,229 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,231 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,233 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,236 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,239 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,241 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,243 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,246 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,247 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,250 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,252 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,254 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,256 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,259 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,261 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,263 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,265 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,267 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,268 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,270 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,272 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,274 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,276 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,278 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,281 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,283 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,285 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,287 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,290 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,292 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,294 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,296 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,298 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,300 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,302 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,304 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,306 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,308 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,310 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,312 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,314 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,316 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,318 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,319 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,323 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,325 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,327 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,329 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,331 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,333 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,335 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,337 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,339 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,341 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,344 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:19:56,347 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,349 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,351 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:19:56,352 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,354 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,356 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:19:56,358 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-01 -2024-11-14 16:19:56,360 - my_logger - INFO - Column йͱ was last updated at 2024-11-08 -2024-11-14 16:19:56,363 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-14 16:19:56,366 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-01 -2024-11-14 16:19:56,369 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-01 -2024-11-14 16:19:56,371 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-01 -2024-11-14 16:19:56,374 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:19:56,376 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:19:56,378 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:19:56,380 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-01 -2024-11-14 16:19:56,382 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-14 16:19:56,383 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-14 16:19:56,385 - my_logger - INFO - Column Ʒ was last updated at 2024-11-01 -2024-11-14 16:19:56,387 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-01 -2024-11-14 16:19:56,389 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-01 -2024-11-14 16:19:56,391 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-01 -2024-11-14 16:19:56,394 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-01 -2024-11-14 16:19:56,396 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-01 -2024-11-14 16:19:56,398 - my_logger - INFO - Column ɽѹ was last updated at 2024-11-13 -2024-11-14 16:19:56,399 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-01 -2024-11-14 16:19:56,402 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-01 -2024-11-14 16:19:56,404 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-01 -2024-11-14 16:19:56,405 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-01 -2024-11-14 16:19:56,408 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-01 -2024-11-14 16:19:56,409 - my_logger - INFO - Column :ͳ: was last updated at 2024-04-05 -2024-11-14 16:19:56,411 - my_logger - INFO - Column ͳ:ɽ was last updated at 2024-04-18 -2024-11-14 16:19:56,413 - my_logger - INFO - Column й::Ʒ: was last updated at 2024-04-18 -2024-11-14 16:19:56,415 - my_logger - INFO - Column й::Ʒ:Ӫ was last updated at 2024-04-04 -2024-11-14 16:19:56,417 - my_logger - INFO - Column ɽ::Ʒ: was last updated at 2024-04-04 -2024-11-14 16:19:56,419 - my_logger - INFO - Column ͳӪ: was last updated at 2024-04-05 -2024-11-14 16:19:56,421 - my_logger - INFO - Column :ͳ:ھľԭͶ was last updated at 2024-04-05 -2024-11-14 16:19:56,423 - my_logger - INFO - Column :ͳ:Ͷ was last updated at 2024-04-05 -2024-11-14 16:19:56,425 - my_logger - INFO - Column :ͳ:ۿԭ was last updated at 2024-04-05 -2024-11-14 16:19:56,427 - my_logger - INFO - Column :ͳ: was last updated at 2024-04-05 -2024-11-14 16:19:56,430 - my_logger - INFO - Column й:ִк:ں(۰̨) was last updated at 2024-04-10 -2024-11-14 16:19:56,432 - my_logger - INFO - Column й:ִк:۰̨ was last updated at 2024-04-08 -2024-11-14 16:19:56,434 - my_logger - INFO - Column й:ִк:ʺ was last updated at 2024-04-10 -2024-11-14 16:19:56,436 - my_logger - INFO - Column ִк::ں was last updated at 2024-04-10 -2024-11-14 16:19:56,438 - my_logger - INFO - Column ִк::ʺ was last updated at 2024-04-10 -2024-11-14 16:19:56,440 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-01 -2024-11-14 16:19:56,442 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-01 -2024-11-14 16:19:56,444 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-14 16:19:56,445 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-01 -2024-11-14 16:19:56,447 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-01 -2024-11-14 16:19:56,450 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-01 -2024-11-14 16:19:56,452 - my_logger - INFO - Column ܶȱ was last updated at 2024-11-01 -2024-11-14 16:19:56,454 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-01 -2024-11-14 16:19:56,456 - my_logger - INFO - Column ԭ was last updated at 2024-11-01 -2024-11-14 16:19:56,458 - my_logger - INFO - Column ͱϩܶȱ was last updated at 2024-11-01 -2024-11-14 16:19:56,461 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-14 16:19:56,463 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-14 -2024-11-14 16:19:56,465 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-14 -2024-11-14 16:19:56,467 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-14 -2024-11-14 16:19:56,469 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:19:56,472 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:19:56,473 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:19:56,475 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-13 -2024-11-14 16:19:56,477 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-13 -2024-11-14 16:19:56,479 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-13 -2024-11-14 16:19:56,481 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-13 -2024-11-14 16:19:56,483 - my_logger - INFO - Column ԭPADD5 was last updated at 2024-11-01 -2024-11-14 16:19:56,486 - my_logger - INFO - Column ԭPADD4 was last updated at 2024-11-01 -2024-11-14 16:19:56,488 - my_logger - INFO - Column ԭPADD3 was last updated at 2024-11-01 -2024-11-14 16:19:56,491 - my_logger - INFO - Column ԭPADD2 was last updated at 2024-11-01 -2024-11-14 16:19:56,493 - my_logger - INFO - Column ԭPADD1 was last updated at 2024-11-01 -2024-11-14 16:23:18,508 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 16:23:18,508 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 16:23:40,586 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:23:40,588 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:23:40,590 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:23:40,592 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:23:40,594 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:23:40,596 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:23:40,598 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,600 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,602 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,604 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,606 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,608 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,610 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,612 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,614 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,616 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,619 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,622 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,624 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,626 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,628 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,630 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,633 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,635 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,637 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,639 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,641 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,643 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,645 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,647 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,649 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,651 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,654 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,656 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,658 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,660 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,662 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,664 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,666 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,669 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,671 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,674 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,675 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,677 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,679 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,681 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,683 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,686 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,689 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,691 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,693 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,696 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,698 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,700 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,702 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,704 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,707 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,709 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,711 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,713 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,715 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,717 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:23:40,720 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,722 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,724 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:23:40,727 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,729 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,731 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:23:40,734 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-01 -2024-11-14 16:23:40,736 - my_logger - INFO - Column йͱ was last updated at 2024-11-08 -2024-11-14 16:23:40,738 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-14 16:23:40,741 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-01 -2024-11-14 16:23:40,743 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-01 -2024-11-14 16:23:40,745 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-01 -2024-11-14 16:23:40,747 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:23:40,749 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:23:40,752 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:23:40,754 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-01 -2024-11-14 16:23:40,756 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-14 16:23:40,758 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-14 16:23:40,760 - my_logger - INFO - Column Ʒ was last updated at 2024-11-01 -2024-11-14 16:23:40,761 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-01 -2024-11-14 16:23:40,764 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-01 -2024-11-14 16:23:40,766 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-01 -2024-11-14 16:23:40,768 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-01 -2024-11-14 16:23:40,770 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-01 -2024-11-14 16:23:40,773 - my_logger - INFO - Column ɽѹ was last updated at 2024-11-13 -2024-11-14 16:23:40,775 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-01 -2024-11-14 16:23:40,777 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-01 -2024-11-14 16:23:40,779 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-01 -2024-11-14 16:23:40,780 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-01 -2024-11-14 16:23:40,783 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-01 -2024-11-14 16:23:40,785 - my_logger - INFO - Column :ͳ: was last updated at 2024-04-05 -2024-11-14 16:23:40,788 - my_logger - INFO - Column ͳ:ɽ was last updated at 2024-04-18 -2024-11-14 16:23:40,790 - my_logger - INFO - Column й::Ʒ: was last updated at 2024-04-18 -2024-11-14 16:23:40,792 - my_logger - INFO - Column й::Ʒ:Ӫ was last updated at 2024-04-04 -2024-11-14 16:23:40,794 - my_logger - INFO - Column ɽ::Ʒ: was last updated at 2024-04-04 -2024-11-14 16:23:40,796 - my_logger - INFO - Column ͳӪ: was last updated at 2024-04-05 -2024-11-14 16:23:40,799 - my_logger - INFO - Column :ͳ:ھľԭͶ was last updated at 2024-04-05 -2024-11-14 16:23:40,801 - my_logger - INFO - Column :ͳ:Ͷ was last updated at 2024-04-05 -2024-11-14 16:23:40,803 - my_logger - INFO - Column :ͳ:ۿԭ was last updated at 2024-04-05 -2024-11-14 16:23:40,805 - my_logger - INFO - Column :ͳ: was last updated at 2024-04-05 -2024-11-14 16:23:40,807 - my_logger - INFO - Column й:ִк:ں(۰̨) was last updated at 2024-04-10 -2024-11-14 16:23:40,809 - my_logger - INFO - Column й:ִк:۰̨ was last updated at 2024-04-08 -2024-11-14 16:23:40,810 - my_logger - INFO - Column й:ִк:ʺ was last updated at 2024-04-10 -2024-11-14 16:23:40,813 - my_logger - INFO - Column ִк::ں was last updated at 2024-04-10 -2024-11-14 16:23:40,815 - my_logger - INFO - Column ִк::ʺ was last updated at 2024-04-10 -2024-11-14 16:23:40,817 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-01 -2024-11-14 16:23:40,820 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-01 -2024-11-14 16:23:40,822 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-14 16:23:40,824 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-01 -2024-11-14 16:23:40,826 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-01 -2024-11-14 16:23:40,828 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-01 -2024-11-14 16:23:40,830 - my_logger - INFO - Column ܶȱ was last updated at 2024-11-01 -2024-11-14 16:23:40,832 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-01 -2024-11-14 16:23:40,836 - my_logger - INFO - Column ԭ was last updated at 2024-11-01 -2024-11-14 16:23:40,838 - my_logger - INFO - Column ͱϩܶȱ was last updated at 2024-11-01 -2024-11-14 16:23:40,841 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-14 16:23:40,843 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-14 -2024-11-14 16:23:40,845 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-14 -2024-11-14 16:23:40,847 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-14 -2024-11-14 16:23:40,849 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:23:40,851 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:23:40,853 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:23:40,855 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-13 -2024-11-14 16:23:40,857 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-13 -2024-11-14 16:23:40,858 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-13 -2024-11-14 16:23:40,861 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-13 -2024-11-14 16:23:40,864 - my_logger - INFO - Column ԭPADD5 was last updated at 2024-11-01 -2024-11-14 16:23:40,866 - my_logger - INFO - Column ԭPADD4 was last updated at 2024-11-01 -2024-11-14 16:23:40,868 - my_logger - INFO - Column ԭPADD3 was last updated at 2024-11-01 -2024-11-14 16:23:40,870 - my_logger - INFO - Column ԭPADD2 was last updated at 2024-11-01 -2024-11-14 16:23:40,872 - my_logger - INFO - Column ԭPADD1 was last updated at 2024-11-01 -2024-11-14 16:24:38,369 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 16:24:38,369 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 16:25:00,550 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:25:00,553 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:25:00,555 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:25:00,557 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:25:00,559 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:25:00,560 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:25:00,562 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,564 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,567 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,569 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,572 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,574 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,576 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,577 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,579 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,582 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,585 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,587 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,589 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,591 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,592 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,594 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,596 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,599 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,601 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,604 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,606 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,609 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,611 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,613 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,615 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,618 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,620 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,622 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,624 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,626 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,628 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,631 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,632 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,635 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,638 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,640 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,642 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,643 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,645 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,648 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,650 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,652 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,654 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,656 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,658 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,660 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,662 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,664 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,667 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,669 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,670 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,672 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,674 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,676 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,678 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,681 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:25:00,683 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,685 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,688 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:25:00,690 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,692 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,694 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:25:00,696 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-01 -2024-11-14 16:25:00,699 - my_logger - INFO - Column йͱ was last updated at 2024-11-08 -2024-11-14 16:25:00,700 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-14 16:25:00,703 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-01 -2024-11-14 16:25:00,705 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-01 -2024-11-14 16:25:00,707 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-01 -2024-11-14 16:25:00,709 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:25:00,712 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:25:00,715 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:25:00,717 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-01 -2024-11-14 16:25:00,719 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-14 16:25:00,721 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-14 16:25:00,723 - my_logger - INFO - Column Ʒ was last updated at 2024-11-01 -2024-11-14 16:25:00,726 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-01 -2024-11-14 16:25:00,728 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-01 -2024-11-14 16:25:00,730 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-01 -2024-11-14 16:25:00,731 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-01 -2024-11-14 16:25:00,734 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-01 -2024-11-14 16:25:00,736 - my_logger - INFO - Column ɽѹ was last updated at 2024-11-13 -2024-11-14 16:25:00,739 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-01 -2024-11-14 16:25:00,741 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-01 -2024-11-14 16:25:00,743 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-01 -2024-11-14 16:25:00,745 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-01 -2024-11-14 16:25:00,747 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-01 -2024-11-14 16:25:00,748 - my_logger - INFO - Column :ͳ: was last updated at 2024-04-05 -2024-11-14 16:25:00,750 - my_logger - INFO - Column ͳ:ɽ was last updated at 2024-04-18 -2024-11-14 16:25:00,752 - my_logger - INFO - Column й::Ʒ: was last updated at 2024-04-18 -2024-11-14 16:25:00,755 - my_logger - INFO - Column й::Ʒ:Ӫ was last updated at 2024-04-04 -2024-11-14 16:25:00,757 - my_logger - INFO - Column ɽ::Ʒ: was last updated at 2024-04-04 -2024-11-14 16:25:00,759 - my_logger - INFO - Column ͳӪ: was last updated at 2024-04-05 -2024-11-14 16:25:00,761 - my_logger - INFO - Column :ͳ:ھľԭͶ was last updated at 2024-04-05 -2024-11-14 16:25:00,763 - my_logger - INFO - Column :ͳ:Ͷ was last updated at 2024-04-05 -2024-11-14 16:25:00,765 - my_logger - INFO - Column :ͳ:ۿԭ was last updated at 2024-04-05 -2024-11-14 16:25:00,767 - my_logger - INFO - Column :ͳ: was last updated at 2024-04-05 -2024-11-14 16:25:00,769 - my_logger - INFO - Column й:ִк:ں(۰̨) was last updated at 2024-04-10 -2024-11-14 16:25:00,772 - my_logger - INFO - Column й:ִк:۰̨ was last updated at 2024-04-08 -2024-11-14 16:25:00,774 - my_logger - INFO - Column й:ִк:ʺ was last updated at 2024-04-10 -2024-11-14 16:25:00,776 - my_logger - INFO - Column ִк::ں was last updated at 2024-04-10 -2024-11-14 16:25:00,778 - my_logger - INFO - Column ִк::ʺ was last updated at 2024-04-10 -2024-11-14 16:25:00,779 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-01 -2024-11-14 16:25:00,781 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-01 -2024-11-14 16:25:00,783 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-14 16:25:00,786 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-01 -2024-11-14 16:25:00,789 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-01 -2024-11-14 16:25:00,791 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-01 -2024-11-14 16:25:00,793 - my_logger - INFO - Column ܶȱ was last updated at 2024-11-01 -2024-11-14 16:25:00,795 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-01 -2024-11-14 16:25:00,797 - my_logger - INFO - Column ԭ was last updated at 2024-11-01 -2024-11-14 16:25:00,799 - my_logger - INFO - Column ͱϩܶȱ was last updated at 2024-11-01 -2024-11-14 16:25:00,801 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-14 16:25:00,804 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-14 -2024-11-14 16:25:00,806 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-14 -2024-11-14 16:25:00,808 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-14 -2024-11-14 16:25:00,810 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:25:00,811 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:25:00,813 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:25:00,815 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-13 -2024-11-14 16:25:00,817 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-13 -2024-11-14 16:25:00,820 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-13 -2024-11-14 16:25:00,823 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-13 -2024-11-14 16:25:00,825 - my_logger - INFO - Column ԭPADD5 was last updated at 2024-11-01 -2024-11-14 16:25:00,827 - my_logger - INFO - Column ԭPADD4 was last updated at 2024-11-01 -2024-11-14 16:25:00,829 - my_logger - INFO - Column ԭPADD3 was last updated at 2024-11-01 -2024-11-14 16:25:00,831 - my_logger - INFO - Column ԭPADD2 was last updated at 2024-11-01 -2024-11-14 16:25:00,833 - my_logger - INFO - Column ԭPADD1 was last updated at 2024-11-01 -2024-11-14 16:27:48,538 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 16:27:48,539 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 16:28:10,503 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:28:10,506 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:28:10,509 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:28:10,511 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:28:10,513 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:28:10,515 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:28:10,517 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,519 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,522 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,524 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,526 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,528 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,529 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,532 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,534 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,537 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,539 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,541 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,543 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,545 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,547 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,549 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,551 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,553 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,555 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,557 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,559 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,561 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,563 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,565 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,568 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,570 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,572 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,574 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,576 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,578 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,580 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,582 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,584 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,587 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,589 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,590 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,593 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,595 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,597 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,599 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,600 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,602 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,604 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,606 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,608 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,611 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,614 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,616 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,618 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,620 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,621 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,624 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,627 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,629 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,631 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,633 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:28:10,634 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,636 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,639 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:28:10,641 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,643 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,645 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:28:10,647 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-01 -2024-11-14 16:28:10,649 - my_logger - INFO - Column йͱ was last updated at 2024-11-08 -2024-11-14 16:28:10,651 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-14 16:28:10,654 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-01 -2024-11-14 16:28:10,656 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-01 -2024-11-14 16:28:10,658 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-01 -2024-11-14 16:28:10,660 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:28:10,662 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:28:10,663 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:28:10,665 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-01 -2024-11-14 16:28:10,667 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-14 16:28:10,670 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-14 16:28:10,672 - my_logger - INFO - Column Ʒ was last updated at 2024-11-01 -2024-11-14 16:28:10,675 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-01 -2024-11-14 16:28:10,677 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-01 -2024-11-14 16:28:10,679 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-01 -2024-11-14 16:28:10,680 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-01 -2024-11-14 16:28:10,682 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-01 -2024-11-14 16:28:10,684 - my_logger - INFO - Column ɽѹ was last updated at 2024-11-13 -2024-11-14 16:28:10,686 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-01 -2024-11-14 16:28:10,688 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-01 -2024-11-14 16:28:10,690 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-01 -2024-11-14 16:28:10,692 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-01 -2024-11-14 16:28:10,694 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-01 -2024-11-14 16:28:10,696 - my_logger - INFO - Column :ͳ: was last updated at 2024-04-05 -2024-11-14 16:28:10,698 - my_logger - INFO - Column ͳ:ɽ was last updated at 2024-04-18 -2024-11-14 16:28:10,700 - my_logger - INFO - Column й::Ʒ: was last updated at 2024-04-18 -2024-11-14 16:28:10,701 - my_logger - INFO - Column й::Ʒ:Ӫ was last updated at 2024-04-04 -2024-11-14 16:28:10,703 - my_logger - INFO - Column ɽ::Ʒ: was last updated at 2024-04-04 -2024-11-14 16:28:10,705 - my_logger - INFO - Column ͳӪ: was last updated at 2024-04-05 -2024-11-14 16:28:10,708 - my_logger - INFO - Column :ͳ:ھľԭͶ was last updated at 2024-04-05 -2024-11-14 16:28:10,710 - my_logger - INFO - Column :ͳ:Ͷ was last updated at 2024-04-05 -2024-11-14 16:28:10,712 - my_logger - INFO - Column :ͳ:ۿԭ was last updated at 2024-04-05 -2024-11-14 16:28:10,714 - my_logger - INFO - Column :ͳ: was last updated at 2024-04-05 -2024-11-14 16:28:10,716 - my_logger - INFO - Column й:ִк:ں(۰̨) was last updated at 2024-04-10 -2024-11-14 16:28:10,718 - my_logger - INFO - Column й:ִк:۰̨ was last updated at 2024-04-08 -2024-11-14 16:28:10,720 - my_logger - INFO - Column й:ִк:ʺ was last updated at 2024-04-10 -2024-11-14 16:28:10,722 - my_logger - INFO - Column ִк::ں was last updated at 2024-04-10 -2024-11-14 16:28:10,724 - my_logger - INFO - Column ִк::ʺ was last updated at 2024-04-10 -2024-11-14 16:28:10,726 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-01 -2024-11-14 16:28:10,728 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-01 -2024-11-14 16:28:10,730 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-14 16:28:10,731 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-01 -2024-11-14 16:28:10,733 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-01 -2024-11-14 16:28:10,735 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-01 -2024-11-14 16:28:10,738 - my_logger - INFO - Column ܶȱ was last updated at 2024-11-01 -2024-11-14 16:28:10,740 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-01 -2024-11-14 16:28:10,743 - my_logger - INFO - Column ԭ was last updated at 2024-11-01 -2024-11-14 16:28:10,745 - my_logger - INFO - Column ͱϩܶȱ was last updated at 2024-11-01 -2024-11-14 16:28:10,746 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-14 16:28:10,748 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-14 -2024-11-14 16:28:10,750 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-14 -2024-11-14 16:28:10,752 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-14 -2024-11-14 16:28:10,754 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:28:10,756 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:28:10,758 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:28:10,760 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-13 -2024-11-14 16:28:10,762 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-13 -2024-11-14 16:28:10,764 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-13 -2024-11-14 16:28:10,766 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-13 -2024-11-14 16:28:10,767 - my_logger - INFO - Column ԭPADD5 was last updated at 2024-11-01 -2024-11-14 16:28:10,770 - my_logger - INFO - Column ԭPADD4 was last updated at 2024-11-01 -2024-11-14 16:28:10,772 - my_logger - INFO - Column ԭPADD3 was last updated at 2024-11-01 -2024-11-14 16:28:10,775 - my_logger - INFO - Column ԭPADD2 was last updated at 2024-11-01 -2024-11-14 16:28:10,777 - my_logger - INFO - Column ԭPADD1 was last updated at 2024-11-01 -2024-11-14 16:29:26,573 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 16:29:26,574 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 16:29:50,567 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:29:50,570 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:29:50,573 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:29:50,575 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:29:50,577 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:29:50,579 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:29:50,581 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,584 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,587 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,589 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,591 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,594 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,596 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,599 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,601 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,603 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,605 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,608 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,610 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,612 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,614 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,616 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,619 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,621 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,625 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,628 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,630 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,632 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,634 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,636 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,639 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,641 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,642 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,644 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,646 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,648 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,651 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,652 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,655 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,657 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,660 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,662 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,664 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,666 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,668 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,671 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,672 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,674 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,676 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,679 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,681 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,683 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,685 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,687 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,690 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,692 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,694 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,695 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,698 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,699 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,701 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,704 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:29:50,706 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,708 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,710 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:29:50,712 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,714 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,716 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:29:50,718 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-01 -2024-11-14 16:29:50,721 - my_logger - INFO - Column йͱ was last updated at 2024-11-08 -2024-11-14 16:29:50,723 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-14 16:29:50,725 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-01 -2024-11-14 16:29:50,728 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-01 -2024-11-14 16:29:50,730 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-01 -2024-11-14 16:29:50,732 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:29:50,734 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:29:50,736 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:29:50,739 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-01 -2024-11-14 16:29:50,741 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-14 16:29:50,744 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-14 16:29:50,746 - my_logger - INFO - Column Ʒ was last updated at 2024-11-01 -2024-11-14 16:29:50,747 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-01 -2024-11-14 16:29:50,749 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-01 -2024-11-14 16:29:50,752 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-01 -2024-11-14 16:29:50,754 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-01 -2024-11-14 16:29:50,757 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-01 -2024-11-14 16:29:50,760 - my_logger - INFO - Column ɽѹ was last updated at 2024-11-13 -2024-11-14 16:29:50,761 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-01 -2024-11-14 16:29:50,763 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-01 -2024-11-14 16:29:50,766 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-01 -2024-11-14 16:29:50,768 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-01 -2024-11-14 16:29:50,770 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-01 -2024-11-14 16:29:50,773 - my_logger - INFO - Column :ͳ: was last updated at 2024-04-05 -2024-11-14 16:29:50,775 - my_logger - INFO - Column ͳ:ɽ was last updated at 2024-04-18 -2024-11-14 16:29:50,777 - my_logger - INFO - Column й::Ʒ: was last updated at 2024-04-18 -2024-11-14 16:29:50,779 - my_logger - INFO - Column й::Ʒ:Ӫ was last updated at 2024-04-04 -2024-11-14 16:29:50,781 - my_logger - INFO - Column ɽ::Ʒ: was last updated at 2024-04-04 -2024-11-14 16:29:50,784 - my_logger - INFO - Column ͳӪ: was last updated at 2024-04-05 -2024-11-14 16:29:50,786 - my_logger - INFO - Column :ͳ:ھľԭͶ was last updated at 2024-04-05 -2024-11-14 16:29:50,788 - my_logger - INFO - Column :ͳ:Ͷ was last updated at 2024-04-05 -2024-11-14 16:29:50,791 - my_logger - INFO - Column :ͳ:ۿԭ was last updated at 2024-04-05 -2024-11-14 16:29:50,792 - my_logger - INFO - Column :ͳ: was last updated at 2024-04-05 -2024-11-14 16:29:50,795 - my_logger - INFO - Column й:ִк:ں(۰̨) was last updated at 2024-04-10 -2024-11-14 16:29:50,797 - my_logger - INFO - Column й:ִк:۰̨ was last updated at 2024-04-08 -2024-11-14 16:29:50,799 - my_logger - INFO - Column й:ִк:ʺ was last updated at 2024-04-10 -2024-11-14 16:29:50,801 - my_logger - INFO - Column ִк::ں was last updated at 2024-04-10 -2024-11-14 16:29:50,804 - my_logger - INFO - Column ִк::ʺ was last updated at 2024-04-10 -2024-11-14 16:29:50,806 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-01 -2024-11-14 16:29:50,809 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-01 -2024-11-14 16:29:50,811 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-14 16:29:50,812 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-01 -2024-11-14 16:29:50,815 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-01 -2024-11-14 16:29:50,817 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-01 -2024-11-14 16:29:50,820 - my_logger - INFO - Column ܶȱ was last updated at 2024-11-01 -2024-11-14 16:29:50,822 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-01 -2024-11-14 16:29:50,823 - my_logger - INFO - Column ԭ was last updated at 2024-11-01 -2024-11-14 16:29:50,825 - my_logger - INFO - Column ͱϩܶȱ was last updated at 2024-11-01 -2024-11-14 16:29:50,827 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-14 16:29:50,829 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-14 -2024-11-14 16:29:50,831 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-14 -2024-11-14 16:29:50,833 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-14 -2024-11-14 16:29:50,836 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:29:50,839 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:29:50,841 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:29:50,843 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-13 -2024-11-14 16:29:50,846 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-13 -2024-11-14 16:29:50,847 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-13 -2024-11-14 16:29:50,849 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-13 -2024-11-14 16:29:50,852 - my_logger - INFO - Column ԭPADD5 was last updated at 2024-11-01 -2024-11-14 16:29:50,854 - my_logger - INFO - Column ԭPADD4 was last updated at 2024-11-01 -2024-11-14 16:29:50,857 - my_logger - INFO - Column ԭPADD3 was last updated at 2024-11-01 -2024-11-14 16:29:50,859 - my_logger - INFO - Column ԭPADD2 was last updated at 2024-11-01 -2024-11-14 16:29:50,861 - my_logger - INFO - Column ԭPADD1 was last updated at 2024-11-01 -2024-11-14 16:29:50,862 - my_logger - INFO - Column úܶȱ was last updated at None -2024-11-14 16:29:50,864 - my_logger - INFO - Column ͵һ was last updated at 2024-11-13 -2024-11-14 16:29:50,866 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 -2024-11-14 16:29:50,869 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-13 -2024-11-14 16:29:50,872 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-13 -2024-11-14 16:29:50,874 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-13 -2024-11-14 16:29:50,876 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-13 -2024-11-14 16:29:50,878 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-13 -2024-11-14 16:29:50,880 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-13 -2024-11-14 16:29:50,882 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-13 -2024-11-14 16:29:50,884 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-13 -2024-11-14 16:29:50,886 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-13 -2024-11-14 16:29:50,888 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-13 -2024-11-14 16:29:50,890 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-14 -2024-11-14 16:29:50,892 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-14 -2024-11-14 16:29:50,894 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-14 -2024-11-14 16:29:50,896 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-14 -2024-11-14 16:29:50,898 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-13 -2024-11-14 16:29:50,900 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-13 -2024-11-14 16:29:50,903 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-13 -2024-11-14 16:29:50,905 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-13 -2024-11-14 16:29:50,908 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-13 -2024-11-14 16:29:50,910 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-13 -2024-11-14 16:29:50,912 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-13 -2024-11-14 16:29:50,915 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-13 -2024-11-14 16:29:50,917 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-13 -2024-11-14 16:29:50,919 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-13 -2024-11-14 16:29:50,921 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-13 -2024-11-14 16:29:50,922 - my_logger - INFO - Column SC۲ was last updated at 2024-11-13 -2024-11-14 16:29:50,925 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-13 -2024-11-14 16:29:50,927 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-13 -2024-11-14 16:29:50,929 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-13 -2024-11-14 16:29:50,931 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-13 -2024-11-14 16:29:50,932 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-13 -2024-11-14 16:29:50,936 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-13 -2024-11-14 16:29:50,938 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-13 -2024-11-14 16:29:50,940 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-13 -2024-11-14 16:29:50,942 - my_logger - INFO - Column ڻɽ:INEԭ was last updated at 2024-04-10 -2024-11-14 16:29:50,944 - my_logger - INFO - Column ڻֲ:INEԭ was last updated at 2024-04-10 -2024-11-14 16:29:50,946 - my_logger - INFO - Column ڻֲ(ԾԼ):INEԭ was last updated at 2024-04-10 -2024-11-14 16:29:50,948 - my_logger - INFO - Column ڻֲ():INEԭ was last updated at 2024-04-10 -2024-11-14 16:29:50,950 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-13 -2024-11-14 16:29:50,952 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-13 -2024-11-14 16:29:50,954 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 -2024-11-14 16:29:50,956 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-12 -2024-11-14 16:29:50,959 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 -2024-11-14 16:29:50,961 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 -2024-11-14 16:29:50,963 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-13 -2024-11-14 16:29:50,965 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-13 -2024-11-14 16:29:50,967 - my_logger - INFO - Column ڻۣԾԭ was last updated at 2024-11-12 -2024-11-14 16:29:50,968 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-13 -2024-11-14 16:29:50,971 - my_logger - INFO - Column ڻ():INEԭ was last updated at 2024-11-13 -2024-11-14 16:29:50,973 - my_logger - INFO - Column ڻ̼ۣWTIԭ was last updated at 2024-11-12 -2024-11-14 16:29:50,976 - my_logger - INFO - Column ڻ̼ۣԾԭ was last updated at 2024-11-12 -2024-11-14 16:29:50,978 - my_logger - INFO - Column SCԭڻ۸ was last updated at 2024-11-13 -2024-11-14 16:29:50,980 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-14 -2024-11-14 16:29:50,982 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-14 -2024-11-14 16:29:50,984 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-13 -2024-11-14 16:29:50,987 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 -2024-11-14 16:29:50,990 - my_logger - INFO - Column SCڻ was last updated at 2024-11-13 -2024-11-14 16:29:50,992 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-13 -2024-11-14 16:29:50,994 - my_logger - INFO - Column ڻ(ԾԼ):INEԭ was last updated at 2024-11-13 -2024-11-14 16:29:50,997 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-13 -2024-11-14 16:29:50,999 - my_logger - INFO - Column IPEڻ was last updated at 2024-11-12 -2024-11-14 16:29:51,001 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 -2024-11-14 16:29:51,004 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 -2024-11-14 16:29:51,006 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-13 -2024-11-14 16:29:51,009 - my_logger - INFO - Column y was last updated at 2024-11-13 -2024-11-14 16:29:51,014 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv -2024-11-14 16:39:37,593 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-14 16:39:37,594 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-14 16:42:23,921 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:42:23,926 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:42:23,930 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:42:23,933 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:42:23,936 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:42:23,940 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-14 16:42:23,945 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:42:23,950 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:42:23,953 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲ was last updated at 2024-04-02 -2024-11-14 16:42:23,956 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:23,960 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:23,963 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:23,967 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:42:23,970 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:42:23,973 - my_logger - INFO - Column NYMEX:ʵԭ:ڻȨ:ֲ: was last updated at 2024-04-02 -2024-11-14 16:42:23,977 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:42:23,981 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:42:23,984 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:42:23,986 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:23,990 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:23,994 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:23,997 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:42:23,999 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,002 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,006 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:42:24,010 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:42:24,012 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:42:24,015 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:24,018 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:24,022 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,027 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,031 - my_logger - INFO - Column NYMEX:ʵԭ(WTIԭ):ڻȨ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,034 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:42:24,038 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:42:24,041 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ was last updated at 2024-04-02 -2024-11-14 16:42:24,045 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:24,048 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:24,051 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:24,053 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,058 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,061 - my_logger - INFO - Column ICE:IPE:ԭ:ڻ::ֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,065 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:42:24,070 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:42:24,073 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ was last updated at 2024-04-02 -2024-11-14 16:42:24,078 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:24,081 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:24,084 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:24,087 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,090 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,093 - my_logger - INFO - Column ICE:IPE:ԭ:ڻȨ::ֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,097 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:42:24,101 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:42:24,104 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:42:24,107 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:24,111 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:24,114 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:24,118 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,120 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,124 - my_logger - INFO - Column IPE:WTIԭ:ڻ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,127 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:42:24,130 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ was last updated at 2024-04-02 -2024-11-14 16:42:24,133 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ was last updated at 2024-04-02 -2024-11-14 16:42:24,137 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:24,140 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:24,145 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ:ֲռ was last updated at 2024-04-02 -2024-11-14 16:42:24,148 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,152 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ͷֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,155 - my_logger - INFO - Column IPE:WTIԭ:ڻȨ(°)::ֲ: was last updated at 2024-04-02 -2024-11-14 16:42:24,160 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-01 -2024-11-14 16:42:24,163 - my_logger - INFO - Column йͱ was last updated at 2024-11-08 -2024-11-14 16:42:24,166 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-14 16:42:24,169 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-01 -2024-11-14 16:42:24,174 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-01 -2024-11-14 16:42:24,179 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-01 -2024-11-14 16:42:24,182 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:42:24,184 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:42:24,188 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-01 -2024-11-14 16:42:24,192 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-01 -2024-11-14 16:42:24,195 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-14 16:42:24,199 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-14 16:42:24,202 - my_logger - INFO - Column Ʒ was last updated at 2024-11-01 -2024-11-14 16:42:24,206 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-01 -2024-11-14 16:42:24,209 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-01 -2024-11-14 16:42:24,212 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-01 -2024-11-14 16:42:24,216 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-01 -2024-11-14 16:42:24,219 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-01 -2024-11-14 16:42:24,223 - my_logger - INFO - Column ɽѹ was last updated at 2024-11-13 -2024-11-14 16:42:24,226 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-01 -2024-11-14 16:42:24,230 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-01 -2024-11-14 16:42:24,233 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-01 -2024-11-14 16:42:24,238 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-01 -2024-11-14 16:42:24,242 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-01 -2024-11-14 16:42:24,246 - my_logger - INFO - Column :ͳ: was last updated at 2024-04-05 -2024-11-14 16:42:24,249 - my_logger - INFO - Column ͳ:ɽ was last updated at 2024-04-18 -2024-11-14 16:42:24,253 - my_logger - INFO - Column й::Ʒ: was last updated at 2024-04-18 -2024-11-14 16:42:24,256 - my_logger - INFO - Column й::Ʒ:Ӫ was last updated at 2024-04-04 -2024-11-14 16:42:24,263 - my_logger - INFO - Column ɽ::Ʒ: was last updated at 2024-04-04 -2024-11-14 16:42:24,266 - my_logger - INFO - Column ͳӪ: was last updated at 2024-04-05 -2024-11-14 16:42:24,270 - my_logger - INFO - Column :ͳ:ھľԭͶ was last updated at 2024-04-05 -2024-11-14 16:42:24,274 - my_logger - INFO - Column :ͳ:Ͷ was last updated at 2024-04-05 -2024-11-14 16:42:24,278 - my_logger - INFO - Column :ͳ:ۿԭ was last updated at 2024-04-05 -2024-11-14 16:42:24,283 - my_logger - INFO - Column :ͳ: was last updated at 2024-04-05 -2024-11-14 16:42:24,286 - my_logger - INFO - Column й:ִк:ں(۰̨) was last updated at 2024-04-10 -2024-11-14 16:42:24,296 - my_logger - INFO - Column й:ִк:۰̨ was last updated at 2024-04-08 -2024-11-14 16:42:24,301 - my_logger - INFO - Column й:ִк:ʺ was last updated at 2024-04-10 -2024-11-14 16:42:24,307 - my_logger - INFO - Column ִк::ں was last updated at 2024-04-10 -2024-11-14 16:42:24,312 - my_logger - INFO - Column ִк::ʺ was last updated at 2024-04-10 -2024-11-14 16:42:24,315 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-01 -2024-11-14 16:42:24,319 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-01 -2024-11-14 16:42:24,323 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-14 16:42:24,327 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-01 -2024-11-14 16:42:24,331 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-01 -2024-11-14 16:42:24,334 - my_logger - INFO - Column Ʒܶȱ was last updated at 2024-11-01 -2024-11-14 16:42:24,337 - my_logger - INFO - Column ܶȱ was last updated at 2024-11-01 -2024-11-14 16:42:24,342 - my_logger - INFO - Column ȼܶȱ was last updated at 2024-11-01 -2024-11-14 16:42:24,345 - my_logger - INFO - Column ԭ was last updated at 2024-11-01 -2024-11-14 16:42:24,349 - my_logger - INFO - Column ͱϩܶȱ was last updated at 2024-11-01 -2024-11-14 16:42:24,353 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-14 16:42:24,358 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-14 -2024-11-14 16:42:24,363 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-14 -2024-11-14 16:42:24,367 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-14 -2024-11-14 16:42:24,370 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:42:24,374 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:42:24,378 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-13 -2024-11-14 16:42:24,382 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-13 -2024-11-14 16:42:24,385 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-13 -2024-11-14 16:42:24,389 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-13 -2024-11-14 16:42:24,393 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-13 -2024-11-14 16:42:24,397 - my_logger - INFO - Column ԭPADD5 was last updated at 2024-11-01 -2024-11-14 16:42:24,401 - my_logger - INFO - Column ԭPADD4 was last updated at 2024-11-01 -2024-11-14 16:42:24,404 - my_logger - INFO - Column ԭPADD3 was last updated at 2024-11-01 -2024-11-14 16:42:24,408 - my_logger - INFO - Column ԭPADD2 was last updated at 2024-11-01 -2024-11-14 16:42:24,411 - my_logger - INFO - Column ԭPADD1 was last updated at 2024-11-01 -2024-11-14 16:42:24,414 - my_logger - INFO - Column úܶȱ was last updated at None -2024-11-14 16:42:24,418 - my_logger - INFO - Column ͵һ was last updated at 2024-11-13 -2024-11-14 16:42:24,421 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 -2024-11-14 16:42:24,425 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-13 -2024-11-14 16:42:24,428 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-13 -2024-11-14 16:42:24,431 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-13 -2024-11-14 16:42:24,436 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-13 -2024-11-14 16:42:24,438 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-13 -2024-11-14 16:42:24,441 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-13 -2024-11-14 16:42:24,444 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-13 -2024-11-14 16:42:24,448 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-13 -2024-11-14 16:42:24,451 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-13 -2024-11-14 16:42:24,455 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-13 -2024-11-14 16:42:24,458 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-14 -2024-11-14 16:42:24,462 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-14 -2024-11-14 16:42:24,466 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-14 -2024-11-14 16:42:24,469 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-14 -2024-11-14 16:42:24,474 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-13 -2024-11-14 16:42:24,478 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-13 -2024-11-14 16:42:24,482 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-13 -2024-11-14 16:42:24,486 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-13 -2024-11-14 16:42:24,488 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-13 -2024-11-14 16:42:24,492 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-13 -2024-11-14 16:42:24,496 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-13 -2024-11-14 16:42:24,500 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-13 -2024-11-14 16:42:24,504 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-13 -2024-11-14 16:42:24,508 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-13 -2024-11-14 16:42:24,512 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-13 -2024-11-14 16:42:24,516 - my_logger - INFO - Column SC۲ was last updated at 2024-11-13 -2024-11-14 16:42:24,520 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-13 -2024-11-14 16:42:24,523 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-13 -2024-11-14 16:42:24,527 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-13 -2024-11-14 16:42:24,530 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-13 -2024-11-14 16:42:24,534 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-13 -2024-11-14 16:42:24,537 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-13 -2024-11-14 16:42:24,541 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-13 -2024-11-14 16:42:24,545 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-13 -2024-11-14 16:42:24,548 - my_logger - INFO - Column ڻɽ:INEԭ was last updated at 2024-04-10 -2024-11-14 16:42:24,551 - my_logger - INFO - Column ڻֲ:INEԭ was last updated at 2024-04-10 -2024-11-14 16:42:24,555 - my_logger - INFO - Column ڻֲ(ԾԼ):INEԭ was last updated at 2024-04-10 -2024-11-14 16:42:24,558 - my_logger - INFO - Column ڻֲ():INEԭ was last updated at 2024-04-10 -2024-11-14 16:42:24,562 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-13 -2024-11-14 16:42:24,564 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-13 -2024-11-14 16:42:24,568 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 -2024-11-14 16:42:24,571 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-12 -2024-11-14 16:42:24,575 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 -2024-11-14 16:42:24,579 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 -2024-11-14 16:42:24,582 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-13 -2024-11-14 16:42:24,586 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-13 -2024-11-14 16:42:24,589 - my_logger - INFO - Column ڻۣԾԭ was last updated at 2024-11-12 -2024-11-14 16:42:24,593 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-13 -2024-11-14 16:42:24,595 - my_logger - INFO - Column ڻ():INEԭ was last updated at 2024-11-13 -2024-11-14 16:42:24,599 - my_logger - INFO - Column ڻ̼ۣWTIԭ was last updated at 2024-11-12 -2024-11-14 16:42:24,603 - my_logger - INFO - Column ڻ̼ۣԾԭ was last updated at 2024-11-12 -2024-11-14 16:42:24,606 - my_logger - INFO - Column SCԭڻ۸ was last updated at 2024-11-13 -2024-11-14 16:42:24,610 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-14 -2024-11-14 16:42:24,614 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-14 -2024-11-14 16:42:24,616 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-13 -2024-11-14 16:42:24,619 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 -2024-11-14 16:42:24,624 - my_logger - INFO - Column SCڻ was last updated at 2024-11-13 -2024-11-14 16:42:24,628 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-13 -2024-11-14 16:42:24,631 - my_logger - INFO - Column ڻ(ԾԼ):INEԭ was last updated at 2024-11-13 -2024-11-14 16:42:24,634 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-13 -2024-11-14 16:42:24,638 - my_logger - INFO - Column IPEڻ was last updated at 2024-11-12 -2024-11-14 16:42:24,642 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 -2024-11-14 16:42:24,646 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 -2024-11-14 16:42:24,649 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-13 -2024-11-14 16:42:24,653 - my_logger - INFO - Column y was last updated at 2024-11-13 -2024-11-14 16:42:24,657 - my_logger - INFO - Column ڻ̼ۣINEԭ was last updated at 2024-11-13 -2024-11-14 16:42:24,660 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-12 -2024-11-14 16:42:24,664 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-13 -2024-11-14 16:42:24,667 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-13 -2024-11-14 16:42:24,671 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-14 -2024-11-14 16:42:24,674 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-13 -2024-11-14 16:42:24,677 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-13 -2024-11-14 16:42:24,680 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-13 -2024-11-14 16:42:24,684 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-13 -2024-11-14 16:42:24,688 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-13 -2024-11-14 16:42:24,692 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-13 -2024-11-14 16:42:24,695 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-13 -2024-11-14 16:42:24,698 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-13 -2024-11-14 16:42:24,701 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-13 -2024-11-14 16:42:24,705 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-13 -2024-11-14 16:42:24,708 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-13 -2024-11-14 16:42:24,712 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-13 -2024-11-14 16:42:24,715 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-13 -2024-11-14 16:42:24,718 - my_logger - INFO - Column ڻɽ(ԾԼ):INEԭ was last updated at 2024-11-13 -2024-11-14 16:42:24,722 - my_logger - INFO - Column ڻɽ:INEԭ was last updated at 2024-11-13 -2024-11-14 16:42:24,727 - my_logger - INFO - Column ÿ:INEԭ was last updated at 2024-11-08 -2024-11-14 16:42:24,730 - my_logger - INFO - Column ڻ:INEԭ:ܼ-ʿ was last updated at 2020-07-31 -2024-11-14 16:42:24,733 - my_logger - INFO - Column ڻ:INEԭ:ܼ-ʿ(I ) was last updated at 2024-11-08 -2024-11-14 16:42:24,737 - my_logger - INFO - Column ڻ:INEԭ:ܼ-ķԭ was last updated at 2024-11-08 -2024-11-14 16:42:24,740 - my_logger - INFO - Column ڻ:INEԭ:ܼ-ԭ was last updated at 2024-11-08 -2024-11-14 16:42:24,744 - my_logger - INFO - Column ڻ:INEԭ:ܼ- was last updated at 2024-11-08 -2024-11-14 16:42:24,747 - my_logger - INFO - Column ڻ:INEԭ:ܼ-ϰԭ was last updated at 2024-11-08 -2024-11-14 16:42:24,750 - my_logger - INFO - Column ڻ:INEԭ::ʹ˰-¶ԭ was last updated at 2024-11-08 -2024-11-14 16:42:24,753 - my_logger - INFO - Column ڻ:INEԭ:㽭:ϼ was last updated at 2024-11-13 -2024-11-14 16:42:24,757 - my_logger - INFO - Column ڻ:INEԭ:㽭:л was last updated at 2024-11-13 -2024-11-14 16:42:24,761 - my_logger - INFO - Column ڻ:INEԭ:㽭:ʹ was last updated at 2021-03-26 -2024-11-14 16:42:24,764 - my_logger - INFO - Column ڻ:INEԭ:㽭:ʯ was last updated at 2024-11-13 -2024-11-14 16:42:24,768 - my_logger - INFO - Column ڻ:INEԭ:㽭:йʯӵ was last updated at 2024-11-13 -2024-11-14 16:42:24,771 - my_logger - INFO - Column ڻ:INEԭ:ɽ:ϼ was last updated at 2024-11-13 -2024-11-14 16:42:24,775 - my_logger - INFO - Column ڻ:INEԭ:ɽ:ൺʵ was last updated at 2021-06-21 -2024-11-14 16:42:24,779 - my_logger - INFO - Column ڻ:INEԭ:ɽ:лΫ was last updated at 2024-11-13 -2024-11-14 16:42:24,782 - my_logger - INFO - Column ڻ:INEԭ:ɽ:ൺĦ was last updated at 2021-06-21 -2024-11-14 16:42:24,784 - my_logger - INFO - Column ڻ:INEԭ:ɽ:йʯ was last updated at 2024-11-13 -2024-11-14 16:42:24,788 - my_logger - INFO - Column ڻ:INEԭ:Ϻ:ϼ was last updated at 2024-11-13 -2024-11-14 16:42:24,793 - my_logger - INFO - Column ڻ:INEԭ:Ϻ:ɽʯ was last updated at 2024-11-13 -2024-11-14 16:42:24,795 - my_logger - INFO - Column ڻ:INEԭ:㶫:ϼ was last updated at 2024-11-13 -2024-11-14 16:42:24,798 - my_logger - INFO - Column ڻ:INEԭ:㶫:տ was last updated at 2024-11-13 -2024-11-14 16:42:24,801 - my_logger - INFO - Column ڻ:INEԭ:㶫:йʯտ was last updated at 2024-11-13 -2024-11-14 16:42:24,805 - my_logger - INFO - Column ڻ:INEԭ::ϼ was last updated at 2024-11-13 -2024-11-14 16:42:24,808 - my_logger - INFO - Column ڻ:INEԭ::Ʒ was last updated at 2024-11-13 -2024-11-14 16:42:24,812 - my_logger - INFO - Column ڻ:INEԭ::ʹ˰ was last updated at 2024-11-13 -2024-11-14 16:42:24,815 - my_logger - INFO - Column ڻ:INEԭ::ʹ was last updated at 2024-11-13 -2024-11-14 16:42:24,819 - my_logger - INFO - Column ڻ:INEԭ::ϼ was last updated at 2024-11-13 -2024-11-14 16:42:24,822 - my_logger - INFO - Column ڻ:INEԭ::йʯ was last updated at 2024-11-13 -2024-11-14 16:42:24,826 - my_logger - INFO - Column ڻ:INEԭ:ӱ:йʯ was last updated at 2024-11-13 -2024-11-14 16:42:24,829 - my_logger - INFO - Column ÿ:INEԭ::ϼ was last updated at 2024-11-08 -2024-11-14 16:42:24,831 - my_logger - INFO - Column ÿ:INEԭ:㽭:ϼ was last updated at 2024-11-08 -2024-11-14 16:42:24,834 - my_logger - INFO - Column ÿ:INEԭ:㶫:ϼ was last updated at 2024-11-08 -2024-11-14 16:42:24,838 - my_logger - INFO - Column ÿ:INEԭ::ϼ was last updated at 2024-11-08 -2024-11-14 16:42:24,842 - my_logger - INFO - Column ÿ:INEԭ:ӱ:ϼ was last updated at 2024-11-08 -2024-11-14 16:42:24,845 - my_logger - INFO - Column ÿ:INEԭ:Ϻ:ϼ was last updated at 2024-11-08 -2024-11-14 16:42:24,847 - my_logger - INFO - Column ÿ:INEԭ::ϼ was last updated at 2024-11-08 -2024-11-14 16:42:24,850 - my_logger - INFO - Column ÿ:INEԭ:ɽ:ϼ was last updated at 2024-11-08 -2024-11-14 16:42:24,853 - my_logger - INFO - Column ÿ:INEԭ:㽭:л was last updated at 2024-11-08 -2024-11-14 16:42:24,857 - my_logger - INFO - Column ÿ:INEԭ:㽭:ʯ was last updated at 2024-11-08 -2024-11-14 16:42:24,860 - my_logger - INFO - Column ÿ:INEԭ:㽭:йʯӵ was last updated at 2024-11-08 -2024-11-14 16:42:24,864 - my_logger - INFO - Column ÿ:INEԭ:Ϻ:ɽʯ was last updated at 2024-11-08 -2024-11-14 16:42:24,867 - my_logger - INFO - Column ÿ:INEԭ:㶫:տ was last updated at 2024-11-08 -2024-11-14 16:42:24,870 - my_logger - INFO - Column ÿ:INEԭ:㶫:йʯտ was last updated at 2024-11-08 -2024-11-14 16:42:24,874 - my_logger - INFO - Column ÿ:INEԭ::Ʒ was last updated at 2024-11-08 -2024-11-14 16:42:24,877 - my_logger - INFO - Column ÿ:INEԭ::ʹ˰ was last updated at 2024-11-08 -2024-11-14 16:42:24,880 - my_logger - INFO - Column ÿ:INEԭ::йʯ was last updated at 2024-11-08 -2024-11-14 16:42:24,883 - my_logger - INFO - Column ÿ:INEԭ:ɽ:йʯ was last updated at 2024-11-08 -2024-11-14 16:42:24,886 - my_logger - INFO - Column ÿ:INEԭ:ɽ:ൺʵ was last updated at 2021-06-18 -2024-11-14 16:42:24,889 - my_logger - INFO - Column ÿ:INEԭ:ɽ:лΫ was last updated at 2024-11-08 -2024-11-14 16:42:24,893 - my_logger - INFO - Column ÿ:INEԭ:ɽ:ൺĦ was last updated at 2021-06-18 -2024-11-14 16:42:24,897 - my_logger - INFO - Column ÿ:INEԭ::͹ was last updated at 2024-11-08 -2024-11-14 16:42:24,900 - my_logger - INFO - Column ÿ:INEԭ:ӱ:йʯ was last updated at 2024-11-08 -2024-11-14 16:42:24,903 - my_logger - INFO - Column ɽ:ÿ:ԭ was last updated at 2024-11-01 -2024-11-14 16:42:24,906 - my_logger - INFO - Column ڻ:INEԭ:㽭:л-ķԭ was last updated at 2024-11-08 -2024-11-14 16:42:24,910 - my_logger - INFO - Column ڻ:INEԭ:㽭:л-ʿ was last updated at 2020-07-31 -2024-11-14 16:42:24,913 - my_logger - INFO - Column ڻ:INEԭ:㽭:л-ʿ(I ) was last updated at 2024-11-08 -2024-11-14 16:42:24,917 - my_logger - INFO - Column ڻ:INEԭ:㽭:ʹ-ķԭ was last updated at 2021-03-26 -2024-11-14 16:42:24,920 - my_logger - INFO - Column ڻ:INEԭ:㽭:йʯӵ-ʿ was last updated at 2020-07-31 -2024-11-14 16:42:24,923 - my_logger - INFO - Column ڻ:INEԭ:㽭:йʯӵ-ʿ(I ) was last updated at 2024-11-08 -2024-11-14 16:42:24,927 - my_logger - INFO - Column ڻ:INEԭ:ɽ:ൺ۶ҿ-ԭ was last updated at 2021-02-10 -2024-11-14 16:42:24,930 - my_logger - INFO - Column ڻ:INEԭ:ɽ:лΫ-ԭ was last updated at 2023-04-14 -2024-11-14 16:42:24,933 - my_logger - INFO - Column ڻ:INEԭ:ɽ:лΫ-ķԭ was last updated at 2023-04-14 -2024-11-14 16:42:24,936 - my_logger - INFO - Column ڻ:INEԭ:ɽ:лΫ-ʿ was last updated at 2020-07-31 -2024-11-14 16:42:24,939 - my_logger - INFO - Column ڻ:INEԭ:ɽ:лΫ-ʿ(I ) was last updated at 2023-04-14 -2024-11-14 16:42:24,943 - my_logger - INFO - Column ڻ:INEԭ:ɽ:йʯ-ķԭ was last updated at 2024-11-08 -2024-11-14 16:42:24,947 - my_logger - INFO - Column ڻ:INEԭ:ɽ:йʯ-ʿ was last updated at 2020-07-31 -2024-11-14 16:42:24,951 - my_logger - INFO - Column ڻ:INEԭ:ɽ:йʯ-ʿ(I ) was last updated at 2024-11-08 -2024-11-14 16:42:24,954 - my_logger - INFO - Column ڻ:INEԭ:ɽ:ɽൺʵ was last updated at 2024-11-13 -2024-11-14 16:42:24,956 - my_logger - INFO - Column ڻ:INEԭ:ɽ:ɽൺʵ-ԭ was last updated at 2024-11-08 -2024-11-14 16:42:24,959 - my_logger - INFO - Column ڻ:INEԭ:ɽ:ɽۺҵҿ was last updated at 2024-11-13 -2024-11-14 16:42:24,962 - my_logger - INFO - Column ڻ:INEԭ:Ϻ:ɽʯ-ʿ(I ) was last updated at 2024-11-08 -2024-11-14 16:42:24,966 - my_logger - INFO - Column ڻ:INEԭ:Ϻ:ɽʯ-ʿ was last updated at 2020-07-31 -2024-11-14 16:42:24,969 - my_logger - INFO - Column ڻ:INEԭ:㶫:տ- was last updated at 2024-11-08 -2024-11-14 16:42:24,972 - my_logger - INFO - Column ڻ:INEԭ:㶫:տ-ԭ was last updated at 2024-11-08 -2024-11-14 16:42:24,976 - my_logger - INFO - Column ڻ:INEԭ:㶫:տ-ʿ(I ) was last updated at 2024-11-08 -2024-11-14 16:42:24,979 - my_logger - INFO - Column ڻ:INEԭ:㶫:տ-ʿ was last updated at 2020-07-31 -2024-11-14 16:42:24,982 - my_logger - INFO - Column ڻ:INEԭ:㶫:йʯտ-ʿ(I) was last updated at 2024-11-08 -2024-11-14 16:42:24,985 - my_logger - INFO - Column ڻ:INEԭ:㶫:йʯտ- was last updated at 2024-11-08 -2024-11-14 16:42:24,989 - my_logger - INFO - Column ڻ:INEԭ:㶫:йʯտ-ķԭ was last updated at 2024-11-08 -2024-11-14 16:42:24,993 - my_logger - INFO - Column ڻ:INEԭ::йʯ-ķԭ was last updated at 2024-11-08 -2024-11-14 16:42:24,996 - my_logger - INFO - Column ڻ:INEԭ::йʯ-ԭ was last updated at 2024-11-08 -2024-11-14 16:42:25,001 - my_logger - INFO - Column ڻ:INEԭ:ӱ:йʯ-ʿ(I ) was last updated at 2024-11-08 -2024-11-14 16:42:25,003 - my_logger - INFO - Column ڻ:INEԭ:ӱ:йʯ-ʿ was last updated at 2020-07-31 -2024-11-14 16:42:25,007 - my_logger - INFO - Column ڻ:INEԭ::Ʒ-ʿ(I ) was last updated at 2024-11-08 -2024-11-14 16:42:25,010 - my_logger - INFO - Column ڻ:INEԭ::ʹ˰-ķԭ was last updated at 2024-11-08 -2024-11-14 16:42:25,015 - my_logger - INFO - Column ڻ:INEԭ::ʹ˰-ʿ(I) was last updated at 2024-11-08 -2024-11-14 16:42:25,018 - my_logger - INFO - Column ڻ:INEԭ::ʹ˰-ԭ was last updated at 2024-11-08 -2024-11-14 16:42:25,022 - my_logger - INFO - Column ڻ:INEԭ::ʹ-ʿ(I) was last updated at 2024-11-08 -2024-11-14 16:42:25,026 - my_logger - INFO - Column ڻ:INEԭ::ʹ-ԭ was last updated at 2024-11-08 -2024-11-14 16:42:25,030 - my_logger - INFO - Column ڻ:INEԭ::ʹ-ķԭ was last updated at 2024-11-08 -2024-11-14 16:42:25,033 - my_logger - INFO - Column ڻ:INEԭ::ʹ-ϰԭ was last updated at 2024-11-08 -2024-11-14 16:42:25,035 - my_logger - INFO - Column ڻ:INEԭ::͹ʴ-ϰԭ was last updated at 2020-10-30 -2024-11-14 16:42:25,038 - my_logger - INFO - Column ڻ:INEԭ::͹ʴ-ԭ was last updated at 2020-10-30 -2024-11-14 16:42:25,042 - my_logger - INFO - Column ڻ:INEԭ::͹ʴ-ʿ(I ) was last updated at 2020-10-30 -2024-11-14 16:42:25,044 - my_logger - INFO - Column ڻ:INEԭ::͹ʴ-ķԭ was last updated at 2020-10-30 -2024-11-14 16:42:25,048 - my_logger - INFO - Column ڻ:INEԭ::͹ʴ-ʿ was last updated at 2020-07-31 -2024-11-14 16:42:25,051 - my_logger - INFO - Column ڻ:INEԭ::ʹ-ʿ(I ) was last updated at 2020-10-30 -2024-11-14 16:42:25,053 - my_logger - INFO - Column ڻ:INEԭ::ʹ-ԭ was last updated at 2020-10-30 -2024-11-14 16:42:25,056 - my_logger - INFO - Column ڻ:INEԭ::ʹ-ķԭ was last updated at 2020-10-30 -2024-11-14 16:42:25,059 - my_logger - INFO - Column ڻ:INEԭ::ʹ-ʿ was last updated at 2020-07-31 -2024-11-14 16:42:25,062 - my_logger - INFO - Column ڻ:INEԭ::Ʒ-ʿ was last updated at 2020-07-31 -2024-11-14 16:42:25,064 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-13 -2024-11-14 16:42:25,068 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-14 -2024-11-14 16:42:25,071 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-14 -2024-11-14 16:42:25,074 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-14 -2024-11-14 16:42:25,078 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-14 -2024-11-14 16:42:25,081 - my_logger - INFO - Column Brent* was last updated at 2024-11-13 -2024-11-14 16:42:25,084 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-14 -2024-11-14 16:42:25,088 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-14 -2024-11-14 16:42:25,091 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-14 -2024-11-14 16:42:25,094 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-13 -2024-11-14 16:42:25,097 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-13 -2024-11-14 16:42:25,101 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-13 -2024-11-14 16:42:25,104 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-13 -2024-11-14 16:42:25,108 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-13 -2024-11-14 16:42:25,112 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-13 -2024-11-14 16:42:25,116 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-13 -2024-11-14 16:42:25,120 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-14 -2024-11-14 16:42:25,124 - my_logger - INFO - Column B00.IPE was last updated at 2024-11-13 -2024-11-14 16:42:25,127 - my_logger - INFO - Column B02.IPE was last updated at 2024-11-13 -2024-11-14 16:42:25,131 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-13 -2024-11-14 16:42:25,135 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-13 -2024-11-14 16:42:25,138 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-13 -2024-11-14 16:42:25,142 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-13 -2024-11-14 16:42:25,146 - my_logger - INFO - Column B03.IPE was last updated at 2024-11-13 -2024-11-14 16:42:25,150 - my_logger - INFO - Column B04.IPE was last updated at 2024-11-13 -2024-11-14 16:42:25,153 - my_logger - INFO - Column B05.IPE was last updated at 2024-11-13 -2024-11-14 16:42:25,157 - my_logger - INFO - Column B06.IPE was last updated at 2024-11-13 -2024-11-14 16:42:25,162 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-13 -2024-11-14 16:42:25,166 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-13 -2024-11-14 16:42:25,170 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-13 -2024-11-14 16:42:25,174 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-13 -2024-11-14 16:42:25,177 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-13 -2024-11-14 16:42:25,180 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-13 -2024-11-14 16:42:25,183 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-13 -2024-11-14 16:42:25,186 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-13 -2024-11-14 16:42:25,191 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-13 -2024-11-14 16:42:25,194 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-13 -2024-11-14 16:42:25,197 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 -2024-11-14 16:42:25,199 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 -2024-11-14 16:42:25,202 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-13 -2024-11-14 16:42:25,206 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-13 -2024-11-14 16:42:25,210 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-13 -2024-11-14 16:42:25,213 - my_logger - INFO - Column Brent c1 15:00̼ was last updated at 2024-10-30 -2024-11-14 16:42:25,216 - my_logger - INFO - Column Brent c2 15:00̼ was last updated at 2024-10-30 -2024-11-14 16:42:25,219 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-01 -2024-11-14 16:42:25,222 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-01 -2024-11-14 16:42:25,226 - my_logger - INFO - Column EIAú was last updated at 2024-11-01 -2024-11-14 16:42:25,228 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-01 -2024-11-14 16:42:25,231 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-01 -2024-11-14 16:42:25,233 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-01 -2024-11-14 16:42:25,236 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-01 -2024-11-14 16:42:25,240 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-01 -2024-11-14 16:42:25,244 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-01 -2024-11-14 16:42:25,247 - my_logger - INFO - Column Ϳ was last updated at 2024-11-01 -2024-11-14 16:42:25,249 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-01 -2024-11-14 16:42:25,252 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-01 -2024-11-14 16:42:25,255 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 -2024-11-14 16:42:25,259 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 -2024-11-14 16:42:25,262 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-06 -2024-11-14 16:42:25,265 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 -2024-11-14 16:42:25,268 - my_logger - INFO - Column Ϳ was last updated at 2024-11-01 -2024-11-14 16:42:25,271 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-01 -2024-11-14 16:42:25,324 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 -2024-11-14 16:42:25,349 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-01 -2024-11-14 16:42:25,374 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 -2024-11-14 16:42:25,378 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-01 -2024-11-14 16:42:25,382 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-01 -2024-11-14 16:42:25,385 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 -2024-11-14 16:42:25,389 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-13 -2024-11-14 16:42:25,392 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-13 -2024-11-14 16:42:25,396 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-13 -2024-11-14 16:42:25,399 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-08 -2024-11-14 16:42:25,402 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-01 -2024-11-14 16:42:25,407 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-01 -2024-11-14 16:42:25,411 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-01 -2024-11-14 16:42:25,420 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-01 -2024-11-14 16:42:25,426 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-01 -2024-11-14 16:42:25,430 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-01 -2024-11-14 16:42:25,433 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-01 -2024-11-14 16:42:25,437 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-01 -2024-11-14 16:42:25,441 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-01 -2024-11-14 16:42:25,445 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-01 -2024-11-14 16:42:25,449 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-01 -2024-11-14 16:42:25,452 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-01 -2024-11-14 16:42:25,457 - my_logger - INFO - Column ::ҵԭ was last updated at 2024-04-05 -2024-11-14 16:42:25,462 - my_logger - INFO - Column ::ҵԭ: was last updated at 2024-04-05 -2024-11-14 16:42:25,465 - my_logger - INFO - Column ::ԭͺʯͲƷ(սʯʹ) was last updated at 2024-04-05 -2024-11-14 16:42:25,469 - my_logger - INFO - Column ::ԭͺʯͲƷ(սʯʹ) was last updated at 2024-04-05 -2024-11-14 16:42:25,473 - my_logger - INFO - Column ::ԭ(սʯʹ):˹()ת was last updated at 2024-04-05 -2024-11-14 16:42:25,477 - my_logger - INFO - Column :ԭ was last updated at 2024-08-16 -2024-11-14 16:42:25,480 - my_logger - INFO - Column Ϳ was last updated at 2024-11-01 -2024-11-14 16:42:25,483 - my_logger - INFO - Column ȫԭͺ½ was last updated at 2024-08-20 -2024-11-14 16:42:25,486 - my_logger - INFO - Column ȫԭ½Ͽ was last updated at None -2024-11-14 16:42:25,490 - my_logger - INFO - Column ȫԭ͸(>7) was last updated at 2024-08-20 -2024-11-14 16:42:25,494 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 -2024-11-14 16:42:25,497 - my_logger - INFO - Column ԭͺ½ was last updated at 2024-07-21 -2024-11-14 16:42:25,499 - my_logger - INFO - Column ԭ½Ͽ was last updated at 2024-07-21 -2024-11-14 16:42:25,502 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-01 -2024-11-14 16:42:25,505 - my_logger - INFO - Column ȫ½ԭ was last updated at 2024-11-07 -2024-11-14 16:42:25,509 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-07 -2024-11-14 16:42:25,512 - my_logger - INFO - Column ȫ½ϰԭͿ was last updated at 2024-11-07 -2024-11-14 16:42:25,515 - my_logger - INFO - Column ȫԭ͸ was last updated at 2024-11-07 -2024-11-14 16:42:25,519 - my_logger - INFO - Column ȫԭ½SPR was last updated at 2024-11-07 -2024-11-14 16:42:25,523 - my_logger - INFO - Column ȫԭ½Ͽ was last updated at 2024-11-07 -2024-11-14 16:42:25,526 - my_logger - INFO - Column ȫԭ½Ͽ was last updated at 2024-09-19 -2024-11-14 16:42:25,528 - my_logger - INFO - Column ȫԭ½ҵ was last updated at 2024-11-07 -2024-11-14 16:42:25,531 - my_logger - INFO - Column ܿ was last updated at 2024-11-01 -2024-11-14 16:42:25,535 - my_logger - INFO - Column ܿ was last updated at 2024-11-01 -2024-11-14 16:42:25,537 - my_logger - INFO - Column ԭͿҵ was last updated at 2024-11-01 -2024-11-14 16:42:25,541 - my_logger - INFO - Column ԭҵ was last updated at 2024-11-01 -2024-11-14 16:42:25,545 - my_logger - INFO - Column ԭսԿ was last updated at 2024-11-01 -2024-11-14 16:42:25,548 - my_logger - INFO - Column ԭܿ was last updated at 2024-11-01 -2024-11-14 16:42:25,550 - my_logger - INFO - Column ԭͼƷܿ was last updated at 2024-11-01 -2024-11-14 16:42:25,554 - my_logger - INFO - Column ԭͼƷܿ(SPR) was last updated at 2024-11-01 -2024-11-14 16:42:25,557 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-01 -2024-11-14 16:42:25,561 - my_logger - INFO - Column PADD5 was last updated at 2024-11-01 -2024-11-14 16:42:25,565 - my_logger - INFO - Column PADD4 was last updated at 2024-11-01 -2024-11-14 16:42:25,568 - my_logger - INFO - Column PADD3 was last updated at 2024-11-01 -2024-11-14 16:42:25,571 - my_logger - INFO - Column PADD2 was last updated at 2024-11-01 -2024-11-14 16:42:25,575 - my_logger - INFO - Column PADD1 was last updated at 2024-11-01 -2024-11-14 16:42:25,578 - my_logger - INFO - Column ͳƷ was last updated at 2024-11-01 -2024-11-14 16:42:25,581 - my_logger - INFO - Column ͵ֿ was last updated at 2024-11-01 -2024-11-14 16:42:25,585 - my_logger - INFO - Column ԭPADD5ҵ was last updated at 2024-11-01 -2024-11-14 16:42:25,588 - my_logger - INFO - Column ԭPADD4ҵ was last updated at 2024-11-01 -2024-11-14 16:42:25,591 - my_logger - INFO - Column ԭPADD3ҵ was last updated at 2024-11-01 -2024-11-14 16:42:25,596 - my_logger - INFO - Column ԭPADD2ҵ was last updated at 2024-11-01 -2024-11-14 16:42:25,599 - my_logger - INFO - Column ԭPADD1ҵ was last updated at 2024-11-01 -2024-11-14 16:42:25,602 - my_logger - INFO - Column Ʒܿ was last updated at 2024-11-01 -2024-11-14 16:42:25,605 - my_logger - INFO - Column ȼܿ was last updated at 2024-11-01 -2024-11-14 16:42:25,609 - my_logger - INFO - Column PADD5 was last updated at 2024-11-01 -2024-11-14 16:42:25,612 - my_logger - INFO - Column PADD4 was last updated at 2024-11-01 -2024-11-14 16:42:25,616 - my_logger - INFO - Column PADD3 was last updated at 2024-11-01 -2024-11-14 16:42:25,619 - my_logger - INFO - Column PADD2 was last updated at 2024-11-01 -2024-11-14 16:42:25,623 - my_logger - INFO - Column PADD1 was last updated at 2024-11-01 -2024-11-14 16:42:25,626 - my_logger - INFO - Column й½Ϻ͸ԭ was last updated at 2024-11-11 -2024-11-14 16:42:25,629 - my_logger - INFO - Column й½ԭͿ was last updated at 2024-11-11 -2024-11-14 16:42:25,633 - my_logger - INFO - Column й½ԭͿ was last updated at 2024-11-11 -2024-11-14 16:42:25,636 - my_logger - INFO - Column й½ԭҵ was last updated at 2024-11-11 -2024-11-14 16:42:25,640 - my_logger - INFO - Column й½ԭ was last updated at 2024-11-11 -2024-11-14 16:42:25,643 - my_logger - INFO - Column йԭ͸ was last updated at 2024-11-11 -2024-11-14 16:42:25,647 - my_logger - INFO - Column йԭ was last updated at 2024-11-11 -2024-11-14 16:42:25,651 - my_logger - INFO - Column й½ԭ was last updated at 2024-11-11 -2024-11-14 16:42:25,654 - my_logger - INFO - Column й½ԭͿ was last updated at 2024-11-11 -2024-11-14 16:42:25,658 - my_logger - INFO - Column й½ԭSPR was last updated at 2024-11-11 -2024-11-14 16:42:25,662 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-14 -2024-11-14 16:42:25,665 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-13 -2024-11-14 16:42:25,668 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-13 -2024-11-14 16:42:25,672 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-13 -2024-11-14 16:42:25,677 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-13 -2024-11-14 16:42:25,680 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-13 -2024-11-14 16:42:25,683 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-12 -2024-11-14 16:42:25,686 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-12 -2024-11-14 16:42:25,690 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-12 -2024-11-14 16:42:25,694 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-12 -2024-11-14 16:42:25,698 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-12 -2024-11-14 16:42:25,701 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-13 -2024-11-14 16:42:25,706 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-13 -2024-11-14 16:42:25,709 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-13 -2024-11-14 16:42:25,713 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-13 -2024-11-14 16:42:25,716 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-13 -2024-11-14 16:42:25,720 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-13 -2024-11-14 16:42:25,723 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-13 -2024-11-14 16:42:25,726 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-13 -2024-11-14 16:42:25,729 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-13 -2024-11-14 16:42:25,732 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-13 -2024-11-14 16:42:25,736 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-13 -2024-11-14 16:42:25,740 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-13 -2024-11-14 16:42:25,743 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-13 -2024-11-14 16:42:25,746 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-13 -2024-11-14 16:42:25,749 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-13 -2024-11-14 16:42:25,752 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-13 -2024-11-14 16:42:25,755 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-13 -2024-11-14 16:42:25,758 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-13 -2024-11-14 16:42:25,762 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-13 -2024-11-14 16:42:25,766 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-12 -2024-11-14 16:42:25,769 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-13 -2024-11-14 16:42:25,772 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-13 -2024-11-14 16:42:25,776 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-13 -2024-11-14 16:42:25,780 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-14 -2024-11-14 16:42:25,783 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-13 -2024-11-14 16:42:25,786 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-12 -2024-11-14 16:42:25,789 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-13 -2024-11-14 16:42:25,792 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-13 -2024-11-14 16:42:25,795 - my_logger - INFO - Column DFL was last updated at 2024-11-12 -2024-11-14 16:42:25,799 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-13 -2024-11-14 16:42:25,802 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-13 -2024-11-14 16:42:25,807 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-13 -2024-11-14 16:42:25,810 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-13 -2024-11-14 16:42:25,812 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-13 -2024-11-14 16:42:25,816 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-13 -2024-11-14 16:42:25,818 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-13 -2024-11-14 16:42:25,821 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-13 -2024-11-14 16:42:25,826 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-13 -2024-11-14 16:42:25,829 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-13 -2024-11-14 16:42:25,831 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-13 -2024-11-14 16:42:25,834 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-13 -2024-11-14 16:42:25,837 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-14 -2024-11-14 16:42:25,841 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-12 -2024-11-14 16:42:25,845 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-14 -2024-11-14 16:42:25,848 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-14 -2024-11-14 16:42:25,851 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-12 -2024-11-14 16:42:25,854 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-12 -2024-11-14 16:42:25,858 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-13 -2024-11-14 16:42:25,861 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-14 -2024-11-14 16:42:25,864 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-14 -2024-11-14 16:42:25,867 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-13 -2024-11-14 16:42:25,870 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-14 -2024-11-14 16:42:25,874 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-14 -2024-11-14 16:42:25,879 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-12 -2024-11-14 16:42:25,882 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-12 -2024-11-14 16:42:25,885 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-12 -2024-11-14 16:42:25,889 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-12 -2024-11-14 16:42:25,892 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-12 -2024-11-14 16:42:25,895 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-12 -2024-11-14 16:42:25,898 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 -2024-11-14 16:42:25,900 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-12 -2024-11-14 16:42:25,904 - my_logger - INFO - Column ֻ:ԭ:ɽ was last updated at 2024-11-12 -2024-11-14 16:42:25,908 - my_logger - INFO - Column SCȼ was last updated at 2024-11-12 -2024-11-14 16:42:25,912 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-13 -2024-11-14 16:42:25,915 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-13 -2024-11-14 16:42:25,917 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-13 -2024-11-14 16:42:25,921 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-12 -2024-11-14 16:42:25,925 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-13 -2024-11-14 16:42:25,929 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-13 -2024-11-14 16:42:25,932 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-13 -2024-11-14 16:42:25,935 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-13 -2024-11-14 16:42:25,939 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-13 -2024-11-14 16:42:25,943 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-13 -2024-11-14 16:42:25,945 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-01 -2024-11-14 16:42:25,948 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-13 -2024-11-14 16:42:25,952 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-05 -2024-11-14 16:42:25,956 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-13 -2024-11-14 16:42:25,960 - my_logger - INFO - Column Brent̼ was last updated at 2024-11-13 -2024-11-14 16:42:25,963 - my_logger - INFO - Column ֻ:ԭ:Դ˾ was last updated at 2024-11-12 -2024-11-14 16:42:25,967 - my_logger - INFO - Column ֻ:ԭ:¿˹мԭ(WTI) was last updated at 2024-11-12 -2024-11-14 16:42:25,970 - my_logger - INFO - Column ֻ:ԭ:ӢDtd was last updated at 2024-11-12 -2024-11-14 16:42:25,973 - my_logger - INFO - Column ֻ:ԭ(ϰ) was last updated at 2024-11-12 -2024-11-14 16:42:25,976 - my_logger - INFO - Column ֻ:ԭ() was last updated at 2024-11-12 -2024-11-14 16:42:25,979 - my_logger - INFO - Column ֻ:ԭ(Ƥ˹) was last updated at 2024-11-12 -2024-11-14 16:42:25,983 - my_logger - INFO - Column ֻ:ԭ(ӡ) was last updated at 2024-11-12 -2024-11-14 16:42:25,986 - my_logger - INFO - Column ֻ:ԭ(ӡ˹) was last updated at 2024-11-12 -2024-11-14 16:42:25,990 - my_logger - INFO - Column ֻ:ԭ(ӡ) was last updated at 2024-11-12 -2024-11-14 16:42:25,993 - my_logger - INFO - Column ֻ:ԭ(й) was last updated at 2024-11-12 -2024-11-14 16:42:25,996 - my_logger - INFO - Column ֻ:ԭ(йʤ) was last updated at 2024-11-12 -2024-11-14 16:42:25,998 - my_logger - INFO - Column OPEC:һԭͼ۸ was last updated at 2024-11-12 -2024-11-14 16:42:26,001 - my_logger - INFO - Column ֻ:ԭ():FOBŷ was last updated at 2024-11-12 -2024-11-14 16:42:26,004 - my_logger - INFO - Column ֻ:ԭ(¿˹мԭ(WTI)):FOB was last updated at 2024-11-12 -2024-11-14 16:42:26,007 - my_logger - INFO - Column й:ֻȼ۸:ʺԭ was last updated at 2024-04-03 -2024-11-14 16:42:26,011 - my_logger - INFO - Column й:һԭͼ۸仯 was last updated at 2024-11-11 -2024-11-14 16:42:26,014 - my_logger - INFO - Column ̼:ԭָ was last updated at 2024-11-13 -2024-11-14 16:42:26,018 - my_logger - INFO - Column ԭָ(BDTI) was last updated at 2024-11-12 -2024-11-14 16:42:26,020 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-13 -2024-11-14 16:42:26,024 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-13 -2024-11-14 16:42:26,028 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-13 -2024-11-14 16:42:26,031 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-13 -2024-11-14 16:42:26,034 - my_logger - INFO - Column Oman FOB M2 was last updated at None -2024-11-14 16:42:26,036 - my_logger - INFO - Column Oman FOB M3 was last updated at None -2024-11-14 16:42:26,041 - my_logger - INFO - Column Oman FOB M4 was last updated at None -2024-11-14 16:42:26,045 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-13 -2024-11-14 16:42:26,048 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-13 -2024-11-14 16:42:26,051 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-14 16:42:26,054 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-14 16:42:26,057 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-13 -2024-11-14 16:42:26,062 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-12 -2024-11-14 16:42:26,064 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-13 -2024-11-14 16:42:26,067 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-13 -2024-11-14 16:42:26,070 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-13 -2024-11-14 16:42:26,074 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-13 -2024-11-14 16:42:26,078 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-13 -2024-11-14 16:42:26,080 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-13 -2024-11-14 16:42:26,083 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-13 -2024-11-14 16:42:26,087 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-13 -2024-11-14 16:42:26,091 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-13 -2024-11-14 16:42:26,094 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-13 -2024-11-14 16:42:26,096 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-13 -2024-11-14 16:42:26,100 - my_logger - INFO - Column BRENT2410 was last updated at 2024-09-09 -2024-11-14 16:42:26,103 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-13 -2024-11-14 16:42:26,107 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-13 -2024-11-14 16:42:26,110 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-14 -2024-11-14 16:42:26,113 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-14 -2024-11-14 16:42:26,116 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-14 -2024-11-14 16:42:26,119 - my_logger - INFO - Column Brent c2 16:30̼ was last updated at 2024-10-30 -2024-11-14 16:42:26,122 - my_logger - INFO - Column Brent c1 02:30̼ was last updated at 2024-10-31 -2024-11-14 16:42:26,125 - my_logger - INFO - Column Brent c2 02:30̼ was last updated at 2024-10-31 -2024-11-14 16:42:26,129 - my_logger - INFO - Column Brent c1 16:30̼ was last updated at 2024-10-30 -2024-11-14 16:42:26,132 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-14 -2024-11-14 16:42:26,135 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-14 -2024-11-14 16:42:26,138 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-14 -2024-11-14 16:42:26,142 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-14 -2024-11-14 16:42:26,145 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-13 -2024-11-14 16:42:26,148 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-13 -2024-11-14 16:42:26,151 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-13 -2024-11-14 16:42:26,154 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-13 -2024-11-14 16:42:26,157 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-13 -2024-11-14 16:42:26,161 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-13 -2024-11-14 16:42:26,163 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-13 -2024-11-14 16:42:26,166 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-13 -2024-11-14 16:42:26,170 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-12 -2024-11-14 16:42:26,174 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-13 -2024-11-14 16:42:26,177 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-13 -2024-11-14 16:42:26,180 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-13 -2024-11-14 16:42:26,183 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-13 -2024-11-14 16:42:26,186 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-13 -2024-11-14 16:42:26,190 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-13 -2024-11-14 16:42:26,193 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-13 -2024-11-14 16:42:26,197 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-13 -2024-11-14 16:42:26,200 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-13 -2024-11-14 16:42:26,203 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-13 -2024-11-14 16:42:26,207 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-13 -2024-11-14 16:42:26,210 - my_logger - INFO - Column EFS c2 02:30̼ was last updated at 2024-10-31 -2024-11-14 16:42:26,214 - my_logger - INFO - Column WTI c1 was last updated at 2024-10-31 -2024-11-14 16:42:26,217 - my_logger - INFO - Column WTI c2 was last updated at 2024-10-31 -2024-11-14 16:42:26,220 - my_logger - INFO - Column WTI c4 was last updated at 2024-10-31 -2024-11-14 16:42:26,223 - my_logger - INFO - Column Brent c2 was last updated at 2024-10-31 -2024-11-14 16:42:26,225 - my_logger - INFO - Column Brent c3 was last updated at 2024-10-31 -2024-11-14 16:42:26,228 - my_logger - INFO - Column Brent c4 was last updated at 2024-10-31 -2024-11-14 16:42:26,231 - my_logger - INFO - Column EFS c1 02:30̼ was last updated at 2024-10-31 -2024-11-14 16:42:26,234 - my_logger - INFO - Column Brent c1 was last updated at 2024-10-31 -2024-11-14 16:42:26,238 - my_logger - INFO - Column WTI c3 was last updated at 2024-10-31 -2024-11-14 16:42:26,241 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-14 16:42:26,245 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-14 16:42:26,247 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-14 16:42:26,250 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-14 16:42:26,252 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-01 -2024-11-14 16:42:26,255 - my_logger - INFO - Column ͬ was last updated at 2024-11-01 -2024-11-14 16:42:26,258 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-01 -2024-11-14 16:42:26,262 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-01 -2024-11-14 16:42:26,265 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 -2024-11-14 16:42:26,267 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-08 -2024-11-14 16:42:26,271 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-08 -2024-11-14 16:42:26,275 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-01 -2024-11-14 16:42:26,279 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-01 -2024-11-14 16:42:26,282 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-14 16:42:26,286 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-01 -2024-11-14 16:42:26,289 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-01 -2024-11-14 16:42:26,292 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-08 -2024-11-14 16:42:26,295 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-01 -2024-11-14 16:42:26,297 - my_logger - INFO - Column ò was last updated at 2024-11-01 -2024-11-14 16:42:26,300 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-01 -2024-11-14 16:42:26,304 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-08 -2024-11-14 16:42:26,308 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-08 -2024-11-14 16:42:26,311 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-08 -2024-11-14 16:42:26,314 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-08 -2024-11-14 16:42:26,317 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-08 -2024-11-14 16:42:26,320 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-08 -2024-11-14 16:42:26,323 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-08 -2024-11-14 16:42:26,326 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-08 -2024-11-14 16:42:26,329 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-08 -2024-11-14 16:42:26,332 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-08 -2024-11-14 16:42:26,335 - my_logger - INFO - Column Permian was last updated at 2024-11-08 -2024-11-14 16:42:26,339 - my_logger - INFO - Column EagleFord was last updated at 2024-11-08 -2024-11-14 16:42:26,343 - my_logger - INFO - Column Williston was last updated at 2024-11-08 -2024-11-14 16:42:26,345 - my_logger - INFO - Column Marcellus was last updated at 2024-11-08 -2024-11-14 16:42:26,349 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-08 -2024-11-14 16:42:26,353 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-08 -2024-11-14 16:42:26,356 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-08 -2024-11-14 16:42:26,359 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-08 -2024-11-14 16:42:26,362 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-08 -2024-11-14 16:42:26,366 - my_logger - INFO - Column ϸ was last updated at 2024-11-08 -2024-11-14 16:42:26,370 - my_logger - INFO - Column жϸ was last updated at 2024-11-08 -2024-11-14 16:42:26,374 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 -2024-11-14 16:42:26,378 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-08 -2024-11-14 16:42:26,381 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-14 16:42:26,385 - my_logger - INFO - Column ½ was last updated at 2024-11-08 -2024-11-14 16:42:26,387 - my_logger - INFO - Column ԭ was last updated at 2024-11-01 -2024-11-14 16:42:26,390 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-08 -2024-11-14 16:42:26,393 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-01 -2024-11-14 16:42:26,396 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-08 -2024-11-14 16:42:26,400 - my_logger - INFO - Column was last updated at 2024-11-01 -2024-11-14 16:42:26,403 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-01 -2024-11-14 16:42:26,406 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-08 -2024-11-14 16:42:26,410 - my_logger - INFO - Column :ҵծ:CCC¼ҵծȨ was last updated at 2024-10-31 -2024-11-14 16:42:26,413 - my_logger - INFO - Column ::ֵ was last updated at 2024-04-05 -2024-11-14 16:42:26,416 - my_logger - INFO - Column :ô:ֵ was last updated at 2024-04-05 -2024-11-14 16:42:26,419 - my_logger - INFO - Column ::ԭ was last updated at 2024-10-11 -2024-11-14 16:42:26,422 - my_logger - INFO - Column Ȼ棨48ݺϼƣ was last updated at 2024-11-01 -2024-11-14 16:42:26,426 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-08 -2024-11-14 16:42:26,429 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-01 -2024-11-14 16:42:26,432 - my_logger - INFO - Column ͻϳɷ־Ͷ was last updated at 2024-11-01 -2024-11-14 16:42:26,436 - my_logger - INFO - Column ȼͲ was last updated at 2024-11-01 -2024-11-14 16:42:26,440 - my_logger - INFO - Column Ͳ was last updated at 2024-11-01 -2024-11-14 16:42:26,442 - my_logger - INFO - Column Ͳ was last updated at 2024-11-01 -2024-11-14 16:42:26,446 - my_logger - INFO - Column ԭܶȲ was last updated at 2024-11-01 -2024-11-14 16:42:26,449 - my_logger - INFO - Column EIAú was last updated at 2024-11-01 -2024-11-14 16:42:26,452 - my_logger - INFO - Column EIA; was last updated at 2024-11-01 -2024-11-14 16:42:26,455 - my_logger - INFO - Column EIA; was last updated at 2024-11-01 -2024-11-14 16:42:26,458 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-01 -2024-11-14 16:42:26,461 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-01 -2024-11-14 16:42:26,464 - my_logger - INFO - Column DOE-; was last updated at 2024-11-01 -2024-11-14 16:42:26,467 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-01 -2024-11-14 16:42:26,470 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-01 -2024-11-14 16:42:26,473 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-01 -2024-11-14 16:42:26,477 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-01 -2024-11-14 16:42:26,480 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-01 -2024-11-14 16:42:26,484 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-12 -2024-11-14 16:42:26,486 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-12 -2024-11-14 16:42:26,489 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-01 -2024-11-14 16:42:26,493 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-01 -2024-11-14 16:42:26,495 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-01 -2024-11-14 16:42:26,498 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-01 -2024-11-14 16:42:26,502 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-01 -2024-11-14 16:42:26,505 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-01 -2024-11-14 16:42:26,510 - my_logger - INFO - Column ȫԭͺ was last updated at 2024-08-20 -2024-11-14 16:42:26,513 - my_logger - INFO - Column Kpler-OPEC+ OPECԭͺܶȳ was last updated at None -2024-11-14 16:42:26,516 - my_logger - INFO - Column Kpler-˹ԭͺܶȳ was last updated at 2024-08-19 -2024-11-14 16:42:26,518 - my_logger - INFO - Column ԭܶȳڣ was last updated at 2024-08-19 -2024-11-14 16:42:26,521 - my_logger - INFO - Column Kpler-ԭͽڣܶȣ was last updated at 2024-08-25 -2024-11-14 16:42:26,525 - my_logger - INFO - Column Kpler-ԭͳڣܶȣ was last updated at 2024-08-25 -2024-11-14 16:42:26,528 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 -2024-11-14 16:42:26,531 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,533 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,538 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,541 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,544 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,547 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,550 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,552 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,555 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,559 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,562 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,565 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,568 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,571 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,575 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,579 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,582 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 -2024-11-14 16:42:26,586 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,588 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,592 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,596 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,598 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,602 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 -2024-11-14 16:42:26,605 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,607 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,610 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,613 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,617 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,621 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,625 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,629 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,632 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,635 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,638 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,642 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-10-20 -2024-11-14 16:42:26,645 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,649 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,653 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,657 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,660 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,663 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,666 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,670 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,672 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,675 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,679 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-14 16:42:26,681 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,685 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,688 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,691 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,695 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,698 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-10-27 -2024-11-14 16:42:26,701 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,704 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,707 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,712 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,716 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-10-27 -2024-11-14 16:42:26,718 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,720 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,724 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,727 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,730 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-10-27 -2024-11-14 16:42:26,733 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,735 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,738 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,742 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,744 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,748 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,751 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,754 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,759 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,762 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,764 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,767 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,770 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,774 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,776 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,781 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,784 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,787 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,791 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-14 16:42:26,794 - my_logger - INFO - Column ȼܶȾ was last updated at 2024-11-01 -2024-11-14 16:42:26,798 - my_logger - INFO - Column ȼܶȳ was last updated at 2024-11-01 -2024-11-14 16:42:26,801 - my_logger - INFO - Column ȼܶȽ was last updated at 2024-11-01 -2024-11-14 16:42:26,804 - my_logger - INFO - Column ܶȾ was last updated at 2024-11-01 -2024-11-14 16:42:26,808 - my_logger - INFO - Column ܶȳ was last updated at 2024-11-01 -2024-11-14 16:42:26,811 - my_logger - INFO - Column ܶȽ was last updated at 2024-11-01 -2024-11-14 16:42:26,813 - my_logger - INFO - Column ܶȾ was last updated at 2024-11-01 -2024-11-14 16:42:26,816 - my_logger - INFO - Column ܶȳ was last updated at 2024-11-01 -2024-11-14 16:42:26,819 - my_logger - INFO - Column ܶȽ was last updated at 2024-11-01 -2024-11-14 16:42:26,823 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-01 -2024-11-14 16:42:26,826 - my_logger - INFO - Column ԭܶȳ was last updated at 2024-11-01 -2024-11-14 16:42:26,829 - my_logger - INFO - Column ԭܶȽ was last updated at 2024-11-01 -2024-11-14 16:42:26,832 - my_logger - INFO - Column ƷܶȾ was last updated at 2024-11-01 -2024-11-14 16:42:26,836 - my_logger - INFO - Column Ʒܶȳ was last updated at 2024-11-01 -2024-11-14 16:42:26,839 - my_logger - INFO - Column ƷܶȽ was last updated at 2024-11-01 -2024-11-14 16:42:26,842 - my_logger - INFO - Column ԭͺͳƷܶȾ was last updated at 2024-11-01 -2024-11-14 16:42:26,845 - my_logger - INFO - Column ԭͺͳƷܶȳ was last updated at 2024-11-01 -2024-11-14 16:42:26,848 - my_logger - INFO - Column ԭͺͳƷܶȽ was last updated at 2024-11-01 -2024-11-14 16:42:26,851 - my_logger - INFO - Column Kpler-ɳԭͳ was last updated at 2024-08-19 -2024-11-14 16:42:26,853 - my_logger - INFO - Column Saudi was last updated at 2024-08-19 -2024-11-14 16:42:26,858 - my_logger - INFO - Column Saudi-Kuwaiti Neutral Zone was last updated at 2024-08-19 -2024-11-14 16:42:26,861 - my_logger - INFO - Column Kpler-OPEC+ԭͺ˳ was last updated at 2024-08-19 -2024-11-14 16:42:26,864 - my_logger - INFO - Column Kpler-OPEC+OPECԭͺ˳ was last updated at 2024-08-19 -2024-11-14 16:42:26,868 - my_logger - INFO - Column Kpler-OPECԭͺ˳ was last updated at 2024-08-19 -2024-11-14 16:42:26,871 - my_logger - INFO - Column Kpler-OPECжԭͺ˳ was last updated at 2024-08-19 -2024-11-14 16:42:26,874 - my_logger - INFO - Column iraq was last updated at 2024-08-19 -2024-11-14 16:42:26,877 - my_logger - INFO - Column Kpler-ԭͺ˳ was last updated at 2024-08-19 -2024-11-14 16:42:26,880 - my_logger - INFO - Column Kpler-ԭͺ˳ was last updated at 2024-08-19 -2024-11-14 16:42:26,883 - my_logger - INFO - Column Nigeria was last updated at 2024-08-19 -2024-11-14 16:42:26,886 - my_logger - INFO - Column Brazil was last updated at 2024-08-19 -2024-11-14 16:42:26,889 - my_logger - INFO - Column Mexico was last updated at 2024-08-19 -2024-11-14 16:42:26,893 - my_logger - INFO - Column Iran was last updated at 2024-08-19 -2024-11-14 16:42:26,896 - my_logger - INFO - Column Oman was last updated at 2024-08-19 -2024-11-14 16:42:26,900 - my_logger - INFO - Column Libya was last updated at 2024-08-19 -2024-11-14 16:42:26,904 - my_logger - INFO - Column Venezuela was last updated at 2024-08-19 -2024-11-14 16:42:26,908 - my_logger - INFO - Column Algeria was last updated at 2024-08-19 -2024-11-14 16:42:26,912 - my_logger - INFO - Column Malaysia was last updated at 2024-08-19 -2024-11-14 16:42:26,915 - my_logger - INFO - Column Republic of the Congo was last updated at 2024-08-19 -2024-11-14 16:42:26,918 - my_logger - INFO - Column Gabon was last updated at 2024-08-19 -2024-11-14 16:42:26,921 - my_logger - INFO - Column Sudan was last updated at 2024-08-19 -2024-11-14 16:42:26,925 - my_logger - INFO - Column Equatorial Guinea was last updated at 2024-08-19 -2024-11-14 16:42:26,928 - my_logger - INFO - Column Brunei was last updated at 2024-08-19 -2024-11-14 16:42:26,932 - my_logger - INFO - Column Kazakhstan was last updated at 2024-08-19 -2024-11-14 16:42:26,935 - my_logger - INFO - Column ԭͺ˳ was last updated at 2024-08-19 -2024-11-14 16:42:26,939 - my_logger - INFO - Column ԭͳڡ was last updated at 2024-07-28 -2024-11-14 16:42:26,942 - my_logger - INFO - Column ԭͳ was last updated at 2024-07-28 -2024-11-14 16:42:26,946 - my_logger - INFO - Column ԭͳ was last updated at 2024-07-28 -2024-11-14 16:42:26,948 - my_logger - INFO - Column ԭͳ was last updated at 2024-07-28 -2024-11-14 16:42:26,951 - my_logger - INFO - Column ԭͳй was last updated at 2024-05-26 -2024-11-14 16:42:26,955 - my_logger - INFO - Column ԭͳ޵ was last updated at 2024-07-28 -2024-11-14 16:42:26,959 - my_logger - INFO - Column ԭͳŷ was last updated at 2024-07-28 -2024-11-14 16:42:26,962 - my_logger - INFO - Column ¹ԭͺ˽ was last updated at 2024-08-12 -2024-11-14 16:42:26,965 - my_logger - INFO - Column ŷԭͺ˽ was last updated at 2024-08-12 -2024-11-14 16:42:26,968 - my_logger - INFO - Column ӡԭͺ˽ was last updated at 2024-08-12 -2024-11-14 16:42:26,971 - my_logger - INFO - Column йԭͺ˽ was last updated at 2024-08-12 -2024-11-14 16:42:26,976 - my_logger - INFO - Column ӡȳƷͺ˽ was last updated at 2024-07-21 -2024-11-14 16:42:26,979 - my_logger - INFO - Column йͺ˽ was last updated at 2024-07-21 -2024-11-14 16:42:26,983 - my_logger - INFO - Column ӡȲͺ˽ was last updated at 2024-07-21 -2024-11-14 16:42:26,986 - my_logger - INFO - Column ӡͺ˽ was last updated at 2024-07-21 -2024-11-14 16:42:26,989 - my_logger - INFO - Column йͺ˽ was last updated at 2024-07-21 -2024-11-14 16:42:26,992 - my_logger - INFO - Column йƷͺ˽ was last updated at 2024-07-21 -2024-11-14 16:42:26,995 - my_logger - INFO - Column ŷ޺ú˽ was last updated at 2024-07-21 -2024-11-14 16:42:26,998 - my_logger - INFO - Column ŷȼͺ˽ was last updated at 2024-07-21 -2024-11-14 16:42:27,001 - my_logger - INFO - Column ŷʯͺ˽ was last updated at 2024-07-21 -2024-11-14 16:42:27,005 - my_logger - INFO - Column ŷͺ˽ was last updated at 2024-07-21 -2024-11-14 16:42:27,008 - my_logger - INFO - Column ŷ޲ͺ˽ was last updated at 2024-07-21 -2024-11-14 16:42:27,011 - my_logger - INFO - Column ŷ޳Ʒͺ˽ was last updated at 2024-07-21 -2024-11-14 16:42:27,014 - my_logger - INFO - Column ͺ˳ was last updated at 2024-08-12 -2024-11-14 16:42:27,017 - my_logger - INFO - Column ˹ͺ˳ was last updated at 2024-08-12 -2024-11-14 16:42:27,021 - my_logger - INFO - Column ˹Ʒͺ˳ was last updated at 2024-08-12 -2024-11-14 16:42:27,024 - my_logger - INFO - Column ͺ˳ was last updated at 2024-08-12 -2024-11-14 16:42:27,028 - my_logger - INFO - Column Ʒͺ˳ was last updated at 2024-08-12 -2024-11-14 16:42:27,031 - my_logger - INFO - Column ˹ͺ˳ was last updated at 2024-08-12 -2024-11-14 16:42:27,035 - my_logger - INFO - Column ԭ; was last updated at 2024-03-24 -2024-11-14 16:42:27,039 - my_logger - INFO - Column 10ծ was last updated at 2024-11-12 -2024-11-14 16:42:27,043 - my_logger - INFO - Column 2ծ was last updated at 2024-11-12 -2024-11-14 16:42:27,046 - my_logger - INFO - Column Ԫָ was last updated at 2024-04-10 -2024-11-14 16:42:27,049 - my_logger - INFO - Column ڻ̼(ԾԼ):COMEXƽ was last updated at 2024-04-10 -2024-11-14 16:42:27,052 - my_logger - INFO - Column ׶ֻ:ԪƼ was last updated at 2024-04-10 -2024-11-14 16:42:27,056 - my_logger - INFO - Column ֻ:LMEͭ was last updated at 2024-04-09 -2024-11-14 16:42:27,060 - my_logger - INFO - Column йغɢ˼ָ:ԭ was last updated at None -2024-11-14 16:42:27,063 - my_logger - INFO - Column ˿֮·ԭ˼ָ:ԭ(265000MT):ж˹̹Ŭ-й was last updated at None -2024-11-14 16:42:27,065 - my_logger - INFO - Column ˿֮·ԭ˼ָ was last updated at None -2024-11-14 16:42:27,070 - my_logger - INFO - Column ˮλ was last updated at 2024-11-13 -2024-11-14 16:42:27,074 - my_logger - INFO - Column ŷ½ԭͿ͸ was last updated at 2024-10-14 -2024-11-14 16:42:27,077 - my_logger - INFO - Column ŷ½ԭ͸ was last updated at 2024-10-14 -2024-11-14 16:42:27,081 - my_logger - INFO - Column Ӣ½ԭͿ was last updated at 2024-10-14 -2024-11-14 16:42:27,084 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 16:42:27,088 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 16:42:27,092 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 16:42:27,096 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 16:42:27,099 - my_logger - INFO - Column Ų½ԭͿ was last updated at 2024-10-14 -2024-11-14 16:42:27,103 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 16:42:27,107 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 16:42:27,111 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 16:42:27,114 - my_logger - INFO - Column ¹½ԭͿ was last updated at 2024-10-14 -2024-11-14 16:42:27,117 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 16:42:27,120 - my_logger - INFO - Column ½ԭͿ was last updated at 2024-10-14 -2024-11-14 16:42:27,123 - my_logger - INFO - Column ʱ½ԭͿ was last updated at 2024-10-14 -2024-11-14 16:42:27,127 - my_logger - INFO - Column ŷ½ԭSPR was last updated at 2024-10-14 -2024-11-14 16:42:27,130 - my_logger - INFO - Column ŷ½ԭ was last updated at 2024-10-14 -2024-11-14 16:42:27,132 - my_logger - INFO - Column ŷ½ԭҵ was last updated at 2024-10-14 -2024-11-14 16:42:27,136 - my_logger - INFO - Column ŷ½ԭͿ was last updated at 2024-10-14 -2024-11-14 16:42:27,140 - my_logger - INFO - Column ŷ½ԭͿ was last updated at 2024-10-14 -2024-11-14 16:42:27,143 - my_logger - INFO - Column ovx index was last updated at 2024-11-13 -2024-11-14 16:42:27,145 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-13 -2024-11-14 16:42:27,148 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-13 -2024-11-14 16:42:27,150 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-13 -2024-11-14 16:42:27,154 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-13 -2024-11-14 16:42:27,157 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-01 -2024-11-14 16:42:27,160 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-05 -2024-11-14 16:42:27,163 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-05 -2024-11-14 16:42:27,167 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-05 -2024-11-14 16:42:27,170 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-12 -2024-11-14 16:42:27,214 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-13 -2024-11-14 16:42:27,242 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-13 -2024-11-14 16:42:27,257 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv -2024-11-14 16:42:27,258 - my_logger - INFO - ɾ²ǰ(2510, 930) -2024-11-14 16:42:28,977 - my_logger - INFO - ɾ²(2510, 635) -2024-11-14 16:42:28,986 - my_logger - INFO - ɾԤΪֵк(1776, 635) -2024-11-14 16:42:28,993 - my_logger - INFO - ɾȫΪֵк(1776, 557) -2024-11-14 16:53:37,519 - my_logger - INFO - etaȡ... -2024-11-14 16:53:37,519 - my_logger - INFO - etaȡ... -2024-11-14 16:54:30,126 - my_logger - INFO - ָ PEͷPPͷ -2024-11-14 16:54:30,126 - my_logger - INFO - ָ PEͷPPͷ -2024-11-14 16:54:30,128 - my_logger - INFO - ָ PP2409ǰ20൥ -2024-11-14 16:54:30,128 - my_logger - INFO - ָ PP2409ǰ20൥ -2024-11-14 16:54:30,130 - my_logger - INFO - ָ PP2409ǰ20յ -2024-11-14 16:54:30,130 - my_logger - INFO - ָ PP2409ǰ20յ -2024-11-14 16:54:54,655 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] -2024-11-14 16:54:54,655 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] -2024-11-14 16:54:54,657 - my_logger - INFO - lmcads03 lme comdty -2024-11-14 16:54:54,657 - my_logger - INFO - lmcads03 lme comdty -2024-11-14 16:54:55,104 - my_logger - INFO - GC1 COMB Comdty -2024-11-14 16:54:55,104 - my_logger - INFO - GC1 COMB Comdty -2024-11-14 16:54:55,849 - my_logger - INFO - C2404171822 -2024-11-14 16:54:55,849 - my_logger - INFO - C2404171822 -2024-11-14 16:54:56,675 - my_logger - INFO - dxy curncy -2024-11-14 16:54:56,675 - my_logger - INFO - dxy curncy -2024-11-14 16:54:57,331 - my_logger - INFO - S5443199 -2024-11-14 16:54:57,331 - my_logger - INFO - S5443199 -2024-11-14 16:54:57,677 - my_logger - INFO - S5479800 -2024-11-14 16:54:57,677 - my_logger - INFO - S5479800 -2024-11-14 16:54:57,973 - my_logger - INFO - S5443108 -2024-11-14 16:54:57,973 - my_logger - INFO - S5443108 -2024-11-14 16:54:58,332 - my_logger - INFO - H7358586 -2024-11-14 16:54:58,332 - my_logger - INFO - H7358586 -2024-11-14 16:54:58,537 - my_logger - INFO - LC3FM1 INDEX -2024-11-14 16:54:58,537 - my_logger - INFO - LC3FM1 INDEX -2024-11-14 16:54:58,836 - my_logger - INFO - CNY REGN Curncy -2024-11-14 16:54:58,836 - my_logger - INFO - CNY REGN Curncy -2024-11-14 16:54:59,768 - my_logger - INFO - s0105897 -2024-11-14 16:54:59,768 - my_logger - INFO - s0105897 -2024-11-14 16:55:00,279 - my_logger - INFO - M0067419 -2024-11-14 16:55:00,279 - my_logger - INFO - M0067419 -2024-11-14 16:55:00,712 - my_logger - INFO - M0066351 -2024-11-14 16:55:00,712 - my_logger - INFO - M0066351 -2024-11-14 16:55:01,179 - my_logger - INFO - S0266372 -2024-11-14 16:55:01,179 - my_logger - INFO - S0266372 -2024-11-14 16:55:01,517 - my_logger - INFO - S0266438 -2024-11-14 16:55:01,517 - my_logger - INFO - S0266438 -2024-11-14 16:55:01,888 - my_logger - INFO - S0266506 -2024-11-14 16:55:01,888 - my_logger - INFO - S0266506 -2024-11-14 16:55:02,322 - my_logger - INFO - date PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ۱ϩ̼ۣ ... PVCڻ PEڻ̼ PP-1 PP-5 PP-9 -6552 2024-11-14 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -949 2024-11-13 NaN NaN NaN NaN ... 5347.0 NaN NaN NaN NaN -950 2024-11-12 NaN NaN NaN NaN ... 5350.0 NaN NaN NaN NaN -951 2024-11-11 NaN NaN NaN NaN ... 5335.0 NaN NaN NaN NaN -6553 2024-11-10 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN - -[5 rows x 356 columns] -2024-11-14 16:55:02,322 - my_logger - INFO - date PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ۱ϩ̼ۣ ... PVCڻ PEڻ̼ PP-1 PP-5 PP-9 -6552 2024-11-14 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -949 2024-11-13 NaN NaN NaN NaN ... 5347.0 NaN NaN NaN NaN -950 2024-11-12 NaN NaN NaN NaN ... 5350.0 NaN NaN NaN NaN -951 2024-11-11 NaN NaN NaN NaN ... 5335.0 NaN NaN NaN NaN -6553 2024-11-10 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN - -[5 rows x 356 columns] -2024-11-14 16:56:54,669 - my_logger - INFO - ɾ²ǰ(2510, 353) -2024-11-14 16:56:54,669 - my_logger - INFO - ɾ²ǰ(2510, 353) -2024-11-14 16:56:55,404 - my_logger - INFO - ɾ²(2510, 313) -2024-11-14 16:56:55,404 - my_logger - INFO - ɾ²(2510, 313) -2024-11-14 16:56:55,409 - my_logger - INFO - ɾԤΪֵк(768, 313) -2024-11-14 16:56:55,409 - my_logger - INFO - ɾԤΪֵк(768, 313) -2024-11-14 16:56:55,414 - my_logger - INFO - ɾȫΪֵк(768, 313) -2024-11-14 16:56:55,414 - my_logger - INFO - ɾȫΪֵк(768, 313) -2024-11-14 16:56:58,912 - my_logger - INFO - ն(220) ܶ(91) 168(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -215 PEڻ̼ -216 PP-1 -217 PP-5 -218 PP-9 -219 y - -[220 rows x 3 columns] -2024-11-14 16:56:58,912 - my_logger - INFO - ն(220) ܶ(91) 168(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -215 PEڻ̼ -216 PP-1 -217 PP-5 -218 PP-9 -219 y - -[220 rows x 3 columns] -2024-11-14 16:56:58,951 - my_logger - INFO - Ϣܹ310,ն(220),ܶ(91),168(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-14 16:56:58,951 - my_logger - INFO - Ϣܹ310,ն(220),ܶ(91),168(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-14 16:56:58,954 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-14 16:56:58,954 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-14 16:57:00,316 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', y = '7323.333333333333' WHERE ds = '2024-11-13 00:00:00' -2024-11-14 16:57:00,316 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', y = '7323.333333333333' WHERE ds = '2024-11-13 00:00:00' -2024-11-14 16:57:00,328 - my_logger - INFO - ʼѵģ... -2024-11-14 16:57:00,328 - my_logger - INFO - ʼѵģ... -2024-11-14 16:57:00,355 - my_logger - INFO - Training set head: -2024-11-14 16:57:00,355 - my_logger - INFO - Training set head: -2024-11-14 16:57:00,356 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ... is_quarter_end is_year_start is_year_end unique_id -737 2021-10-19 -165.5689 57.0 -93.0 ... 0.0 0.0 0.0 1 -736 2021-10-20 -165.5689 198.0 48.0 ... 0.0 0.0 0.0 1 -735 2021-10-21 -165.5689 215.0 -75.0 ... 0.0 0.0 0.0 1 -734 2021-10-22 -165.5689 177.0 -63.0 ... 0.0 0.0 0.0 1 -733 2021-10-25 -165.5689 298.0 -2.0 ... 0.0 0.0 0.0 1 - -[5 rows x 328 columns] -2024-11-14 16:57:00,356 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ... is_quarter_end is_year_start is_year_end unique_id -737 2021-10-19 -165.5689 57.0 -93.0 ... 0.0 0.0 0.0 1 -736 2021-10-20 -165.5689 198.0 48.0 ... 0.0 0.0 0.0 1 -735 2021-10-21 -165.5689 215.0 -75.0 ... 0.0 0.0 0.0 1 -734 2021-10-22 -165.5689 177.0 -63.0 ... 0.0 0.0 0.0 1 -733 2021-10-25 -165.5689 298.0 -2.0 ... 0.0 0.0 0.0 1 - -[5 rows x 328 columns] -2024-11-14 16:57:01,511 - my_logger - INFO - -Testing set head: -2024-11-14 16:57:01,511 - my_logger - INFO - -Testing set head: -2024-11-14 16:57:01,513 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ... is_quarter_end is_year_start is_year_end unique_id -588 2022-05-31 638.7137 -22.0 -152.0 ... 0.0 0.0 0.0 1 -587 2022-06-01 621.7030 22.0 -178.0 ... 0.0 0.0 0.0 1 -586 2022-06-02 552.9803 40.0 -160.0 ... 0.0 0.0 0.0 1 -585 2022-06-06 603.3724 74.0 -96.0 ... 0.0 0.0 0.0 1 -584 2022-06-07 637.3217 65.0 -105.0 ... 0.0 0.0 0.0 1 - -[5 rows x 328 columns] -2024-11-14 16:57:01,513 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ... is_quarter_end is_year_start is_year_end unique_id -588 2022-05-31 638.7137 -22.0 -152.0 ... 0.0 0.0 0.0 1 -587 2022-06-01 621.7030 22.0 -178.0 ... 0.0 0.0 0.0 1 -586 2022-06-02 552.9803 40.0 -160.0 ... 0.0 0.0 0.0 1 -585 2022-06-06 603.3724 74.0 -96.0 ... 0.0 0.0 0.0 1 -584 2022-06-07 637.3217 65.0 -105.0 ... 0.0 0.0 0.0 1 - -[5 rows x 328 columns] -2024-11-14 17:10:10,570 - my_logger - INFO - ģѵ -2024-11-14 17:10:10,570 - my_logger - INFO - ģѵ -2024-11-14 17:10:10,575 - my_logger - INFO - ѵݻͼing -2024-11-14 17:10:10,575 - my_logger - INFO - ѵݻͼing -2024-11-14 17:10:20,820 - my_logger - INFO - ѵݻͼend -2024-11-14 17:10:20,820 - my_logger - INFO - ѵݻͼend -2024-11-14 17:10:20,822 - my_logger - INFO - ing -2024-11-14 17:10:20,822 - my_logger - INFO - ing -2024-11-14 17:10:21,092 - my_logger - INFO - ʼƼ۲ֱָͼ -2024-11-14 17:10:21,092 - my_logger - INFO - ʼƼ۲ֱָͼ -2024-11-14 17:10:24,762 - my_logger - INFO - ۲ָܺΪ10.83304396837478 -2024-11-14 17:10:24,762 - my_logger - INFO - ۲ָܺΪ10.83304396837478 -2024-11-14 17:10:24,766 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-14 17:10:24,766 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-14 17:10:42,214 - my_logger - INFO - ۸ָܺΪ92.7812942298938 -2024-11-14 17:10:42,214 - my_logger - INFO - ۸ָܺΪ92.7812942298938 -2024-11-14 17:10:42,217 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-14 17:10:42,217 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-14 17:10:45,678 - my_logger - INFO - ӦָܺΪ19.37950544637941 -2024-11-14 17:10:45,678 - my_logger - INFO - ӦָܺΪ19.37950544637941 -2024-11-14 17:10:45,681 - my_logger - INFO - ʼֱָͼ -2024-11-14 17:10:45,681 - my_logger - INFO - ʼֱָͼ -2024-11-14 17:10:49,266 - my_logger - INFO - ָܺΪ12.057234678318345 -2024-11-14 17:10:49,266 - my_logger - INFO - ָܺΪ12.057234678318345 -2024-11-14 17:10:49,269 - my_logger - INFO - ʼƿֱָͼ -2024-11-14 17:10:49,269 - my_logger - INFO - ʼƿֱָͼ -2024-11-14 17:10:53,414 - my_logger - INFO - ָܺΪ11.03280245702033 -2024-11-14 17:10:53,414 - my_logger - INFO - ָܺΪ11.03280245702033 -2024-11-14 17:10:53,417 - my_logger - INFO - ʼƽֱָͼ -2024-11-14 17:10:53,417 - my_logger - INFO - ʼƽֱָͼ -2024-11-14 17:10:56,438 - my_logger - INFO - ָܺΪ1.623533191308815 -2024-11-14 17:10:56,438 - my_logger - INFO - ָܺΪ1.623533191308815 -2024-11-14 17:10:56,449 - my_logger - INFO - ʼֱָͼ -2024-11-14 17:10:56,449 - my_logger - INFO - ʼֱָͼ -2024-11-14 17:10:59,183 - my_logger - INFO - ָܺΪ6.77890012103893 -2024-11-14 17:10:59,183 - my_logger - INFO - ָܺΪ6.77890012103893 -2024-11-14 17:10:59,185 - my_logger - INFO - ʼܺ͵ͼ -2024-11-14 17:10:59,185 - my_logger - INFO - ʼܺ͵ͼ -2024-11-14 17:10:59,811 - my_logger - INFO - ܺ͵ͼ -2024-11-14 17:10:59,811 - my_logger - INFO - ܺ͵ͼ -2024-11-14 17:11:04,511 - my_logger - INFO - end -2024-11-14 17:11:04,511 - my_logger - INFO - end -2024-11-14 17:11:04,512 - my_logger - INFO - ģѵ -2024-11-14 17:11:04,512 - my_logger - INFO - ģѵ -2024-11-15 10:22:14,978 - my_logger - INFO - etaȡ... -2024-11-15 10:22:14,978 - my_logger - INFO - etaȡ... -2024-11-15 10:31:36,325 - my_logger - INFO - etaȡ... -2024-11-15 10:31:36,325 - my_logger - INFO - etaȡ... -2024-11-15 10:32:20,381 - my_logger - INFO - ָ PEͷPPͷ -2024-11-15 10:32:20,381 - my_logger - INFO - ָ PEͷPPͷ -2024-11-15 10:32:20,382 - my_logger - INFO - ָ PP2409ǰ20൥ -2024-11-15 10:32:20,382 - my_logger - INFO - ָ PP2409ǰ20൥ -2024-11-15 10:32:20,383 - my_logger - INFO - ָ PP2409ǰ20յ -2024-11-15 10:32:20,383 - my_logger - INFO - ָ PP2409ǰ20յ -2024-11-15 10:32:42,510 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] -2024-11-15 10:32:42,510 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] -2024-11-15 10:32:42,511 - my_logger - INFO - lmcads03 lme comdty -2024-11-15 10:32:42,511 - my_logger - INFO - lmcads03 lme comdty -2024-11-15 10:32:42,907 - my_logger - INFO - GC1 COMB Comdty -2024-11-15 10:32:42,907 - my_logger - INFO - GC1 COMB Comdty -2024-11-15 10:32:43,590 - my_logger - INFO - C2404171822 -2024-11-15 10:32:43,590 - my_logger - INFO - C2404171822 -2024-11-15 10:32:44,275 - my_logger - INFO - dxy curncy -2024-11-15 10:32:44,275 - my_logger - INFO - dxy curncy -2024-11-15 10:32:44,892 - my_logger - INFO - S5443199 -2024-11-15 10:32:44,892 - my_logger - INFO - S5443199 -2024-11-15 10:32:45,222 - my_logger - INFO - S5479800 -2024-11-15 10:32:45,222 - my_logger - INFO - S5479800 -2024-11-15 10:32:45,520 - my_logger - INFO - S5443108 -2024-11-15 10:32:45,520 - my_logger - INFO - S5443108 -2024-11-15 10:32:45,861 - my_logger - INFO - H7358586 -2024-11-15 10:32:45,861 - my_logger - INFO - H7358586 -2024-11-15 10:32:46,055 - my_logger - INFO - LC3FM1 INDEX -2024-11-15 10:32:46,055 - my_logger - INFO - LC3FM1 INDEX -2024-11-15 10:32:46,329 - my_logger - INFO - CNY REGN Curncy -2024-11-15 10:32:46,329 - my_logger - INFO - CNY REGN Curncy -2024-11-15 10:32:47,149 - my_logger - INFO - s0105897 -2024-11-15 10:32:47,149 - my_logger - INFO - s0105897 -2024-11-15 10:32:47,642 - my_logger - INFO - M0067419 -2024-11-15 10:32:47,642 - my_logger - INFO - M0067419 -2024-11-15 10:32:48,051 - my_logger - INFO - M0066351 -2024-11-15 10:32:48,051 - my_logger - INFO - M0066351 -2024-11-15 10:32:48,460 - my_logger - INFO - S0266372 -2024-11-15 10:32:48,460 - my_logger - INFO - S0266372 -2024-11-15 10:32:48,768 - my_logger - INFO - S0266438 -2024-11-15 10:32:48,768 - my_logger - INFO - S0266438 -2024-11-15 10:32:49,064 - my_logger - INFO - S0266506 -2024-11-15 10:32:49,064 - my_logger - INFO - S0266506 -2024-11-15 10:32:49,422 - my_logger - INFO - date PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ۱ϩ̼ۣ ... PVCڻ PEڻ̼ PP-1 PP-5 PP-9 -2915 2024-11-15 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -1963 2024-11-14 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -949 2024-11-13 NaN NaN NaN NaN ... 5347.0 NaN NaN NaN NaN -950 2024-11-12 NaN NaN NaN NaN ... 5350.0 NaN NaN NaN NaN -951 2024-11-11 NaN NaN NaN NaN ... 5335.0 NaN NaN NaN NaN - -[5 rows x 356 columns] -2024-11-15 10:32:49,422 - my_logger - INFO - date PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ۱ϩ̼ۣ ... PVCڻ PEڻ̼ PP-1 PP-5 PP-9 -2915 2024-11-15 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -1963 2024-11-14 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN -949 2024-11-13 NaN NaN NaN NaN ... 5347.0 NaN NaN NaN NaN -950 2024-11-12 NaN NaN NaN NaN ... 5350.0 NaN NaN NaN NaN -951 2024-11-11 NaN NaN NaN NaN ... 5335.0 NaN NaN NaN NaN - -[5 rows x 356 columns] -2024-11-15 10:33:47,509 - my_logger - INFO - ɾ²ǰ(2511, 353) -2024-11-15 10:33:47,509 - my_logger - INFO - ɾ²ǰ(2511, 353) -2024-11-15 10:33:47,943 - my_logger - INFO - ɾ²(2511, 315) -2024-11-15 10:33:47,943 - my_logger - INFO - ɾ²(2511, 315) -2024-11-15 10:33:47,946 - my_logger - INFO - ɾԤΪֵк(769, 315) -2024-11-15 10:33:47,946 - my_logger - INFO - ɾԤΪֵк(769, 315) -2024-11-15 10:33:47,948 - my_logger - INFO - ɾȫΪֵк(769, 315) -2024-11-15 10:33:47,948 - my_logger - INFO - ɾȫΪֵк(769, 315) -2024-11-15 10:33:49,757 - my_logger - INFO - ն(219) ܶ(94) 49(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -214 PEڻ̼ -215 PP-1 -216 PP-5 -217 PP-9 -218 y - -[219 rows x 3 columns] -2024-11-15 10:33:49,757 - my_logger - INFO - ն(219) ܶ(94) 49(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -214 PEڻ̼ -215 PP-1 -216 PP-5 -217 PP-9 -218 y - -[219 rows x 3 columns] -2024-11-15 10:33:49,781 - my_logger - INFO - Ϣܹ312,ն(219),ܶ(94),49(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-15 10:33:49,781 - my_logger - INFO - Ϣܹ312,ն(219),ܶ(94),49(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-15 10:33:49,783 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-15 10:33:49,783 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-15 10:33:50,640 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-14 00:00:00', y = '7353.333333333333' WHERE ds = '2024-11-14 00:00:00' -2024-11-15 10:33:50,640 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-14 00:00:00', y = '7353.333333333333' WHERE ds = '2024-11-14 00:00:00' -2024-11-15 10:33:50,651 - my_logger - INFO - ʼѵģ... -2024-11-15 10:33:50,651 - my_logger - INFO - ʼѵģ... -2024-11-15 10:33:50,663 - my_logger - INFO - Training set head: -2024-11-15 10:33:50,663 - my_logger - INFO - Training set head: -2024-11-15 10:33:50,664 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ... is_quarter_end is_year_start is_year_end unique_id -737 2021-10-19 -165.5689 57.0 -93.0 ... 0.0 0.0 0.0 1 -736 2021-10-20 -165.5689 198.0 48.0 ... 0.0 0.0 0.0 1 -735 2021-10-21 -165.5689 215.0 -75.0 ... 0.0 0.0 0.0 1 -734 2021-10-22 -165.5689 177.0 -63.0 ... 0.0 0.0 0.0 1 -733 2021-10-25 -165.5689 298.0 -2.0 ... 0.0 0.0 0.0 1 - -[5 rows x 330 columns] -2024-11-15 10:33:50,664 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ... is_quarter_end is_year_start is_year_end unique_id -737 2021-10-19 -165.5689 57.0 -93.0 ... 0.0 0.0 0.0 1 -736 2021-10-20 -165.5689 198.0 48.0 ... 0.0 0.0 0.0 1 -735 2021-10-21 -165.5689 215.0 -75.0 ... 0.0 0.0 0.0 1 -734 2021-10-22 -165.5689 177.0 -63.0 ... 0.0 0.0 0.0 1 -733 2021-10-25 -165.5689 298.0 -2.0 ... 0.0 0.0 0.0 1 - -[5 rows x 330 columns] -2024-11-15 10:33:51,264 - my_logger - INFO - -Testing set head: -2024-11-15 10:33:51,264 - my_logger - INFO - -Testing set head: -2024-11-15 10:33:51,266 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ... is_quarter_end is_year_start is_year_end unique_id -588 2022-05-31 638.7137 -22.0 -152.0 ... 0.0 0.0 0.0 1 -587 2022-06-01 621.7030 22.0 -178.0 ... 0.0 0.0 0.0 1 -586 2022-06-02 552.9803 40.0 -160.0 ... 0.0 0.0 0.0 1 -585 2022-06-06 603.3724 74.0 -96.0 ... 0.0 0.0 0.0 1 -584 2022-06-07 637.3217 65.0 -105.0 ... 0.0 0.0 0.0 1 - -[5 rows x 330 columns] -2024-11-15 10:33:51,266 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ... is_quarter_end is_year_start is_year_end unique_id -588 2022-05-31 638.7137 -22.0 -152.0 ... 0.0 0.0 0.0 1 -587 2022-06-01 621.7030 22.0 -178.0 ... 0.0 0.0 0.0 1 -586 2022-06-02 552.9803 40.0 -160.0 ... 0.0 0.0 0.0 1 -585 2022-06-06 603.3724 74.0 -96.0 ... 0.0 0.0 0.0 1 -584 2022-06-07 637.3217 65.0 -105.0 ... 0.0 0.0 0.0 1 - -[5 rows x 330 columns] -2024-11-15 10:41:05,394 - my_logger - INFO - ģѵ -2024-11-15 10:41:05,394 - my_logger - INFO - ģѵ -2024-11-15 10:41:05,398 - my_logger - INFO - ѵݻͼing -2024-11-15 10:41:05,398 - my_logger - INFO - ѵݻͼing -2024-11-15 10:41:10,877 - my_logger - INFO - ѵݻͼend -2024-11-15 10:41:10,877 - my_logger - INFO - ѵݻͼend -2024-11-15 10:41:10,878 - my_logger - INFO - ing -2024-11-15 10:41:10,878 - my_logger - INFO - ing -2024-11-15 10:41:11,032 - my_logger - INFO - ʼƼ۲ֱָͼ -2024-11-15 10:41:11,032 - my_logger - INFO - ʼƼ۲ֱָͼ -2024-11-15 10:41:12,915 - my_logger - INFO - ۲ָܺΪ10.822808508596959 -2024-11-15 10:41:12,915 - my_logger - INFO - ۲ָܺΪ10.822808508596959 -2024-11-15 10:41:12,917 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-15 10:41:12,917 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-15 10:41:25,901 - my_logger - INFO - ۸ָܺΪ92.77770276442804 -2024-11-15 10:41:25,901 - my_logger - INFO - ۸ָܺΪ92.77770276442804 -2024-11-15 10:41:25,902 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-15 10:41:25,902 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-15 10:41:27,846 - my_logger - INFO - ӦָܺΪ19.649430762353205 -2024-11-15 10:41:27,846 - my_logger - INFO - ӦָܺΪ19.649430762353205 -2024-11-15 10:41:27,847 - my_logger - INFO - ʼֱָͼ -2024-11-15 10:41:27,847 - my_logger - INFO - ʼֱָͼ -2024-11-15 10:41:29,600 - my_logger - INFO - ָܺΪ12.058831482194625 -2024-11-15 10:41:29,600 - my_logger - INFO - ָܺΪ12.058831482194625 -2024-11-15 10:41:29,602 - my_logger - INFO - ʼƿֱָͼ -2024-11-15 10:41:29,602 - my_logger - INFO - ʼƿֱָͼ -2024-11-15 10:41:31,833 - my_logger - INFO - ָܺΪ11.26205006333274 -2024-11-15 10:41:31,833 - my_logger - INFO - ָܺΪ11.26205006333274 -2024-11-15 10:41:31,835 - my_logger - INFO - ʼƽֱָͼ -2024-11-15 10:41:31,835 - my_logger - INFO - ʼƽֱָͼ -2024-11-15 10:41:32,304 - my_logger - INFO - ָܺΪ1.6227401679206914 -2024-11-15 10:41:32,304 - my_logger - INFO - ָܺΪ1.6227401679206914 -2024-11-15 10:41:32,305 - my_logger - INFO - ʼֱָͼ -2024-11-15 10:41:32,305 - my_logger - INFO - ʼֱָͼ -2024-11-15 10:41:33,604 - my_logger - INFO - ָܺΪ6.776548898393244 -2024-11-15 10:41:33,604 - my_logger - INFO - ָܺΪ6.776548898393244 -2024-11-15 10:41:33,606 - my_logger - INFO - ʼܺ͵ͼ -2024-11-15 10:41:33,606 - my_logger - INFO - ʼܺ͵ͼ -2024-11-15 10:41:33,922 - my_logger - INFO - ܺ͵ͼ -2024-11-15 10:41:33,922 - my_logger - INFO - ܺ͵ͼ -2024-11-15 10:41:36,892 - my_logger - INFO - end -2024-11-15 10:41:36,892 - my_logger - INFO - end -2024-11-15 10:41:36,894 - my_logger - INFO - ģѵ -2024-11-15 10:41:36,894 - my_logger - INFO - ģѵ -2024-11-15 14:56:13,150 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-15 14:56:13,150 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-15 14:56:59,824 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 14:56:59,828 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 14:56:59,830 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 14:56:59,832 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 14:56:59,834 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 14:56:59,836 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 14:56:59,838 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 -2024-11-15 14:56:59,840 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 -2024-11-15 14:56:59,843 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-15 14:56:59,845 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 -2024-11-15 14:56:59,847 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 -2024-11-15 14:56:59,849 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 -2024-11-15 14:56:59,851 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 14:56:59,852 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 14:56:59,855 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 14:56:59,857 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 -2024-11-15 14:56:59,859 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-15 14:56:59,861 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-15 14:56:59,863 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 -2024-11-15 14:56:59,866 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 -2024-11-15 14:56:59,868 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 -2024-11-15 14:56:59,870 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-15 14:56:59,872 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 -2024-11-15 14:56:59,874 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-15 14:56:59,876 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 -2024-11-15 14:56:59,878 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 -2024-11-15 14:56:59,880 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 -2024-11-15 14:56:59,882 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 -2024-11-15 14:56:59,884 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 -2024-11-15 14:56:59,886 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-15 14:56:59,888 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-15 14:56:59,890 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-15 14:56:59,892 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-15 14:56:59,894 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-14 -2024-11-15 14:56:59,897 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-14 -2024-11-15 14:56:59,899 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-14 -2024-11-15 14:56:59,901 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-14 -2024-11-15 14:56:59,903 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-14 -2024-11-15 14:56:59,905 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-14 -2024-11-15 14:56:59,907 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-14 -2024-11-15 14:56:59,909 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-14 -2024-11-15 14:56:59,911 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-14 -2024-11-15 14:56:59,913 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-14 -2024-11-15 14:56:59,915 - my_logger - INFO - Column ͵һ was last updated at 2024-11-14 -2024-11-15 14:56:59,916 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 -2024-11-15 14:56:59,918 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-14 -2024-11-15 14:56:59,920 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-14 -2024-11-15 14:56:59,923 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-14 -2024-11-15 14:56:59,925 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-14 -2024-11-15 14:56:59,927 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-14 -2024-11-15 14:56:59,929 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-14 -2024-11-15 14:56:59,932 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-14 -2024-11-15 14:56:59,934 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-14 -2024-11-15 14:56:59,936 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-14 -2024-11-15 14:56:59,938 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-14 -2024-11-15 14:56:59,940 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-14 -2024-11-15 14:56:59,942 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-14 -2024-11-15 14:56:59,944 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-14 -2024-11-15 14:56:59,947 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-14 -2024-11-15 14:56:59,949 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-14 -2024-11-15 14:56:59,951 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-14 -2024-11-15 14:56:59,953 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-14 -2024-11-15 14:56:59,955 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-14 -2024-11-15 14:56:59,956 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-14 -2024-11-15 14:56:59,959 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-14 -2024-11-15 14:56:59,960 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-14 -2024-11-15 14:56:59,962 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-14 -2024-11-15 14:56:59,965 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-14 -2024-11-15 14:56:59,967 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-14 -2024-11-15 14:56:59,969 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-14 -2024-11-15 14:56:59,971 - my_logger - INFO - Column SC۲ was last updated at 2024-11-13 -2024-11-15 14:56:59,973 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-14 -2024-11-15 14:56:59,975 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-14 -2024-11-15 14:56:59,977 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-15 -2024-11-15 14:56:59,979 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-14 -2024-11-15 14:56:59,980 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-14 -2024-11-15 14:56:59,983 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-14 -2024-11-15 14:56:59,985 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-14 -2024-11-15 14:56:59,987 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-14 -2024-11-15 14:56:59,989 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-14 -2024-11-15 14:56:59,991 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-14 -2024-11-15 14:56:59,993 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 -2024-11-15 14:56:59,995 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 -2024-11-15 14:56:59,998 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 -2024-11-15 14:57:00,000 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 -2024-11-15 14:57:00,002 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-14 -2024-11-15 14:57:00,004 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-14 -2024-11-15 14:57:00,006 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-14 -2024-11-15 14:57:00,007 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-15 -2024-11-15 14:57:00,009 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-15 -2024-11-15 14:57:00,011 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-13 -2024-11-15 14:57:00,015 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 -2024-11-15 14:57:00,019 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-13 -2024-11-15 14:57:00,022 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-13 -2024-11-15 14:57:00,024 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 -2024-11-15 14:57:00,026 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 -2024-11-15 14:57:00,029 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-15 -2024-11-15 14:57:00,030 - my_logger - INFO - Column y was last updated at 2024-11-14 -2024-11-15 14:57:00,032 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-13 -2024-11-15 14:57:00,034 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-14 -2024-11-15 14:57:00,036 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-14 -2024-11-15 14:57:00,038 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-15 -2024-11-15 14:57:00,040 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-14 -2024-11-15 14:57:00,042 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-14 -2024-11-15 14:57:00,045 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-14 -2024-11-15 14:57:00,047 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-14 -2024-11-15 14:57:00,049 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-14 -2024-11-15 14:57:00,051 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-14 -2024-11-15 14:57:00,053 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-14 -2024-11-15 14:57:00,055 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-14 -2024-11-15 14:57:00,058 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-14 -2024-11-15 14:57:00,059 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-14 -2024-11-15 14:57:00,061 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-14 -2024-11-15 14:57:00,063 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-14 -2024-11-15 14:57:00,065 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-14 -2024-11-15 14:57:00,068 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-14 -2024-11-15 14:57:00,070 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-14 -2024-11-15 14:57:00,071 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-14 -2024-11-15 14:57:00,073 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-15 -2024-11-15 14:57:00,075 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-14 -2024-11-15 14:57:00,077 - my_logger - INFO - Column Brent* was last updated at 2024-11-14 -2024-11-15 14:57:00,079 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-14 -2024-11-15 14:57:00,080 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-14 -2024-11-15 14:57:00,083 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-14 -2024-11-15 14:57:00,085 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-14 -2024-11-15 14:57:00,087 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 14:57:00,089 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 14:57:00,091 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 14:57:00,093 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-14 -2024-11-15 14:57:00,095 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-14 -2024-11-15 14:57:00,097 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-14 -2024-11-15 14:57:00,099 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-14 -2024-11-15 14:57:00,101 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-13 -2024-11-15 14:57:00,103 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-13 -2024-11-15 14:57:00,104 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-13 -2024-11-15 14:57:00,106 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-14 -2024-11-15 14:57:00,109 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-13 -2024-11-15 14:57:00,111 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-14 -2024-11-15 14:57:00,113 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-14 -2024-11-15 14:57:00,116 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 14:57:00,118 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 14:57:00,120 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 14:57:00,122 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 14:57:00,123 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-14 -2024-11-15 14:57:00,126 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-14 -2024-11-15 14:57:00,128 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-14 -2024-11-15 14:57:00,130 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 -2024-11-15 14:57:00,132 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 -2024-11-15 14:57:00,134 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 14:57:00,136 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 14:57:00,138 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 14:57:00,139 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 -2024-11-15 14:57:00,141 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 -2024-11-15 14:57:00,143 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-15 14:57:00,145 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 -2024-11-15 14:57:00,147 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 -2024-11-15 14:57:00,149 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 -2024-11-15 14:57:00,151 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 -2024-11-15 14:57:00,153 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 -2024-11-15 14:57:00,156 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 -2024-11-15 14:57:00,157 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 14:57:00,159 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 -2024-11-15 14:57:00,162 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 -2024-11-15 14:57:00,164 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 -2024-11-15 14:57:00,165 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 -2024-11-15 14:57:00,167 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 -2024-11-15 14:57:00,169 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 -2024-11-15 14:57:00,171 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 14:57:00,172 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-15 14:57:00,175 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 -2024-11-15 14:57:00,177 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-01 -2024-11-15 14:57:00,179 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 -2024-11-15 14:57:00,181 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 -2024-11-15 14:57:00,183 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 -2024-11-15 14:57:00,185 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 -2024-11-15 14:57:00,188 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-13 -2024-11-15 14:57:00,190 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-13 -2024-11-15 14:57:00,192 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-13 -2024-11-15 14:57:00,194 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-08 -2024-11-15 14:57:00,195 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-15 14:57:00,198 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 -2024-11-15 14:57:00,200 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 -2024-11-15 14:57:00,202 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 -2024-11-15 14:57:00,204 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 -2024-11-15 14:57:00,206 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 -2024-11-15 14:57:00,208 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 -2024-11-15 14:57:00,210 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 -2024-11-15 14:57:00,212 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 -2024-11-15 14:57:00,213 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-15 14:57:00,215 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-15 14:57:00,217 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-15 14:57:00,219 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 14:57:00,221 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 -2024-11-15 14:57:00,223 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-15 14:57:00,225 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 -2024-11-15 14:57:00,227 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-14 -2024-11-15 14:57:00,229 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-14 -2024-11-15 14:57:00,232 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-14 -2024-11-15 14:57:00,234 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-14 -2024-11-15 14:57:00,236 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-14 -2024-11-15 14:57:00,238 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-14 -2024-11-15 14:57:00,240 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-12 -2024-11-15 14:57:00,241 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-12 -2024-11-15 14:57:00,244 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-13 -2024-11-15 14:57:00,246 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-13 -2024-11-15 14:57:00,249 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-13 -2024-11-15 14:57:00,251 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-14 -2024-11-15 14:57:00,252 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-14 -2024-11-15 14:57:00,255 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-14 -2024-11-15 14:57:00,257 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-14 -2024-11-15 14:57:00,259 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-14 -2024-11-15 14:57:00,261 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-14 -2024-11-15 14:57:00,263 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-14 -2024-11-15 14:57:00,265 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-14 -2024-11-15 14:57:00,267 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-14 -2024-11-15 14:57:00,269 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-14 -2024-11-15 14:57:00,271 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-14 -2024-11-15 14:57:00,273 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-14 -2024-11-15 14:57:00,274 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-14 -2024-11-15 14:57:00,276 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-14 -2024-11-15 14:57:00,278 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-14 -2024-11-15 14:57:00,280 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-14 -2024-11-15 14:57:00,282 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-14 -2024-11-15 14:57:00,284 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-14 -2024-11-15 14:57:00,286 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-14 -2024-11-15 14:57:00,288 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-13 -2024-11-15 14:57:00,290 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-14 -2024-11-15 14:57:00,292 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-13 -2024-11-15 14:57:00,294 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-14 -2024-11-15 14:57:00,296 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-14 -2024-11-15 14:57:00,299 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-14 -2024-11-15 14:57:00,301 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-13 -2024-11-15 14:57:00,303 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-14 -2024-11-15 14:57:00,304 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-14 -2024-11-15 14:57:00,307 - my_logger - INFO - Column DFL was last updated at 2024-11-13 -2024-11-15 14:57:00,309 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-14 -2024-11-15 14:57:00,311 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-14 -2024-11-15 14:57:00,313 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-14 -2024-11-15 14:57:00,315 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-14 -2024-11-15 14:57:00,316 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-14 -2024-11-15 14:57:00,318 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-14 -2024-11-15 14:57:00,320 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-14 -2024-11-15 14:57:00,322 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-14 -2024-11-15 14:57:00,324 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-14 -2024-11-15 14:57:00,327 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-14 -2024-11-15 14:57:00,329 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-14 -2024-11-15 14:57:00,331 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-14 -2024-11-15 14:57:00,333 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-15 -2024-11-15 14:57:00,335 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 -2024-11-15 14:57:00,337 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-15 -2024-11-15 14:57:00,338 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-15 -2024-11-15 14:57:00,340 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-13 -2024-11-15 14:57:00,342 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 -2024-11-15 14:57:00,344 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-14 -2024-11-15 14:57:00,346 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-15 -2024-11-15 14:57:00,349 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-15 -2024-11-15 14:57:00,351 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-14 -2024-11-15 14:57:00,353 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-15 -2024-11-15 14:57:00,355 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-14 -2024-11-15 14:57:00,358 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-13 -2024-11-15 14:57:00,360 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-13 -2024-11-15 14:57:00,362 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-13 -2024-11-15 14:57:00,364 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-13 -2024-11-15 14:57:00,366 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-13 -2024-11-15 14:57:00,368 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-13 -2024-11-15 14:57:00,370 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 -2024-11-15 14:57:00,372 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-13 -2024-11-15 14:57:00,374 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 -2024-11-15 14:57:00,376 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-14 -2024-11-15 14:57:00,378 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-14 -2024-11-15 14:57:00,380 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-14 -2024-11-15 14:57:00,382 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 -2024-11-15 14:57:00,385 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-14 -2024-11-15 14:57:00,387 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-14 -2024-11-15 14:57:00,389 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-14 -2024-11-15 14:57:00,391 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-14 -2024-11-15 14:57:00,394 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-14 -2024-11-15 14:57:00,396 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-14 -2024-11-15 14:57:00,398 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-01 -2024-11-15 14:57:00,400 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-14 -2024-11-15 14:57:00,403 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-05 -2024-11-15 14:57:00,405 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-14 -2024-11-15 14:57:00,407 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-14 -2024-11-15 14:57:00,409 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-14 -2024-11-15 14:57:00,410 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-14 -2024-11-15 14:57:00,413 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-14 -2024-11-15 14:57:00,414 - my_logger - INFO - Column Oman FOB M2 was last updated at None -2024-11-15 14:57:00,417 - my_logger - INFO - Column Oman FOB M3 was last updated at None -2024-11-15 14:57:00,418 - my_logger - INFO - Column Oman FOB M4 was last updated at None -2024-11-15 14:57:00,421 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-13 -2024-11-15 14:57:00,423 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-13 -2024-11-15 14:57:00,426 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-15 14:57:00,428 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-15 14:57:00,430 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-14 -2024-11-15 14:57:00,432 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-13 -2024-11-15 14:57:00,434 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-14 -2024-11-15 14:57:00,436 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-14 -2024-11-15 14:57:00,438 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-14 -2024-11-15 14:57:00,440 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-14 -2024-11-15 14:57:00,442 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-14 -2024-11-15 14:57:00,444 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-14 -2024-11-15 14:57:00,446 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-14 -2024-11-15 14:57:00,448 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-14 -2024-11-15 14:57:00,451 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-14 -2024-11-15 14:57:00,453 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-14 -2024-11-15 14:57:00,456 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-14 -2024-11-15 14:57:00,457 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-14 -2024-11-15 14:57:00,460 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-14 -2024-11-15 14:57:00,462 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-14 -2024-11-15 14:57:00,464 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-14 -2024-11-15 14:57:00,466 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-14 -2024-11-15 14:57:00,469 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-15 -2024-11-15 14:57:00,471 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-15 -2024-11-15 14:57:00,472 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-15 -2024-11-15 14:57:00,474 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-15 -2024-11-15 14:57:00,476 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 14:57:00,478 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 14:57:00,480 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 14:57:00,482 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 14:57:00,486 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-14 -2024-11-15 14:57:00,488 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-14 -2024-11-15 14:57:00,490 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-14 -2024-11-15 14:57:00,492 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-14 -2024-11-15 14:57:00,494 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-13 -2024-11-15 14:57:00,496 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-14 -2024-11-15 14:57:00,498 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-14 -2024-11-15 14:57:00,500 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-14 -2024-11-15 14:57:00,503 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-14 -2024-11-15 14:57:00,506 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-14 -2024-11-15 14:57:00,508 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-14 -2024-11-15 14:57:00,510 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-14 -2024-11-15 14:57:00,512 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-14 -2024-11-15 14:57:00,515 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-14 -2024-11-15 14:57:00,518 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-14 -2024-11-15 14:57:00,520 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-14 -2024-11-15 14:57:00,522 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 14:57:00,524 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 14:57:00,526 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 14:57:00,528 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 14:57:00,531 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 -2024-11-15 14:57:00,533 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 -2024-11-15 14:57:00,536 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 -2024-11-15 14:57:00,538 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 -2024-11-15 14:57:00,541 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 -2024-11-15 14:57:00,542 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-08 -2024-11-15 14:57:00,544 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-08 -2024-11-15 14:57:00,547 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 -2024-11-15 14:57:00,549 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 -2024-11-15 14:57:00,551 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 14:57:00,553 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-15 14:57:00,555 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 -2024-11-15 14:57:00,558 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-08 -2024-11-15 14:57:00,560 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 -2024-11-15 14:57:00,562 - my_logger - INFO - Column ò was last updated at 2024-11-08 -2024-11-15 14:57:00,564 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 -2024-11-15 14:57:00,567 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 -2024-11-15 14:57:00,569 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-08 -2024-11-15 14:57:00,570 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-08 -2024-11-15 14:57:00,573 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-08 -2024-11-15 14:57:00,575 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-08 -2024-11-15 14:57:00,577 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-08 -2024-11-15 14:57:00,579 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-08 -2024-11-15 14:57:00,581 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-08 -2024-11-15 14:57:00,583 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-08 -2024-11-15 14:57:00,586 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-08 -2024-11-15 14:57:00,588 - my_logger - INFO - Column Permian was last updated at 2024-11-08 -2024-11-15 14:57:00,591 - my_logger - INFO - Column EagleFord was last updated at 2024-11-08 -2024-11-15 14:57:00,594 - my_logger - INFO - Column Williston was last updated at 2024-11-08 -2024-11-15 14:57:00,596 - my_logger - INFO - Column Marcellus was last updated at 2024-11-08 -2024-11-15 14:57:00,598 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-08 -2024-11-15 14:57:00,600 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-08 -2024-11-15 14:57:00,603 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-08 -2024-11-15 14:57:00,605 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-08 -2024-11-15 14:57:00,607 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-08 -2024-11-15 14:57:00,609 - my_logger - INFO - Column ϸ was last updated at 2024-11-08 -2024-11-15 14:57:00,611 - my_logger - INFO - Column жϸ was last updated at 2024-11-08 -2024-11-15 14:57:00,613 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 -2024-11-15 14:57:00,615 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-08 -2024-11-15 14:57:00,618 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 14:57:00,620 - my_logger - INFO - Column ½ was last updated at 2024-11-08 -2024-11-15 14:57:00,622 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 -2024-11-15 14:57:00,624 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-08 -2024-11-15 14:57:00,626 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 -2024-11-15 14:57:00,628 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-08 -2024-11-15 14:57:00,630 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 14:57:00,632 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 -2024-11-15 14:57:00,635 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-15 14:57:00,637 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-08 -2024-11-15 14:57:00,639 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 -2024-11-15 14:57:00,641 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-15 14:57:00,643 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-15 14:57:00,644 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-15 14:57:00,646 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 -2024-11-15 14:57:00,648 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-15 14:57:00,650 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 -2024-11-15 14:57:00,652 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 -2024-11-15 14:57:00,654 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 -2024-11-15 14:57:00,656 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 -2024-11-15 14:57:00,658 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 -2024-11-15 14:57:00,660 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 -2024-11-15 14:57:00,662 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-13 -2024-11-15 14:57:00,663 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-13 -2024-11-15 14:57:00,667 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 -2024-11-15 14:57:00,669 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 -2024-11-15 14:57:00,670 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 -2024-11-15 14:57:00,672 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 -2024-11-15 14:57:00,674 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-15 14:57:00,676 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-15 14:57:00,677 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 -2024-11-15 14:57:00,679 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,681 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 14:57:00,683 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 14:57:00,686 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,688 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,690 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,692 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,693 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,695 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,698 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,700 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 14:57:00,701 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,703 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 14:57:00,705 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,707 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 14:57:00,709 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,711 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 -2024-11-15 14:57:00,713 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,715 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,718 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,720 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,721 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,723 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 -2024-11-15 14:57:00,725 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,727 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,729 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,731 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,734 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,736 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,738 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,740 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,741 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,743 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,745 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,747 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,749 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,752 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,754 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,756 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,758 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,760 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,762 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,764 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,767 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,769 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,771 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 14:57:00,772 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,774 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-15 14:57:00,776 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,778 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,780 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,781 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,785 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,786 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 -2024-11-15 14:57:00,788 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,790 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,792 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,794 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,796 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,798 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 -2024-11-15 14:57:00,800 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,802 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,804 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,806 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,808 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,810 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,812 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,814 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,816 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,818 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,820 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,822 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,825 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,827 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,829 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,832 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,833 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,836 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,838 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,840 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,842 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 14:57:00,843 - my_logger - INFO - Column Kpler-ɳԭͳ was last updated at 2024-08-19 -2024-11-15 14:57:00,846 - my_logger - INFO - Column Kpler-OPEC+ԭͺ˳ was last updated at 2024-08-19 -2024-11-15 14:57:00,849 - my_logger - INFO - Column Kpler-OPEC+OPECԭͺ˳ was last updated at 2024-08-19 -2024-11-15 14:57:00,851 - my_logger - INFO - Column Kpler-OPECԭͺ˳ was last updated at 2024-08-19 -2024-11-15 14:57:00,853 - my_logger - INFO - Column Kpler-OPECжԭͺ˳ was last updated at 2024-08-19 -2024-11-15 14:57:00,855 - my_logger - INFO - Column Kpler-ԭͺ˳ was last updated at 2024-08-19 -2024-11-15 14:57:00,857 - my_logger - INFO - Column Kpler-ԭͺ˳ was last updated at 2024-08-19 -2024-11-15 14:57:00,859 - my_logger - INFO - Column ԭͺ˳ was last updated at 2024-08-19 -2024-11-15 14:57:00,862 - my_logger - INFO - Column ¹ԭͺ˽ was last updated at 2024-08-12 -2024-11-15 14:57:00,864 - my_logger - INFO - Column ŷԭͺ˽ was last updated at 2024-08-12 -2024-11-15 14:57:00,867 - my_logger - INFO - Column ӡԭͺ˽ was last updated at 2024-08-12 -2024-11-15 14:57:00,869 - my_logger - INFO - Column йԭͺ˽ was last updated at 2024-08-12 -2024-11-15 14:57:00,871 - my_logger - INFO - Column ӡȳƷͺ˽ was last updated at 2024-07-21 -2024-11-15 14:57:00,873 - my_logger - INFO - Column йͺ˽ was last updated at 2024-07-21 -2024-11-15 14:57:00,875 - my_logger - INFO - Column ӡȲͺ˽ was last updated at 2024-07-21 -2024-11-15 14:57:00,877 - my_logger - INFO - Column ӡͺ˽ was last updated at 2024-07-21 -2024-11-15 14:57:00,879 - my_logger - INFO - Column йͺ˽ was last updated at 2024-07-21 -2024-11-15 14:57:00,881 - my_logger - INFO - Column йƷͺ˽ was last updated at 2024-07-21 -2024-11-15 14:57:00,884 - my_logger - INFO - Column ŷ޺ú˽ was last updated at 2024-07-21 -2024-11-15 14:57:00,886 - my_logger - INFO - Column ŷȼͺ˽ was last updated at 2024-07-21 -2024-11-15 14:57:00,888 - my_logger - INFO - Column ŷʯͺ˽ was last updated at 2024-07-21 -2024-11-15 14:57:00,890 - my_logger - INFO - Column ŷͺ˽ was last updated at 2024-07-21 -2024-11-15 14:57:00,892 - my_logger - INFO - Column ŷ޲ͺ˽ was last updated at 2024-07-21 -2024-11-15 14:57:00,894 - my_logger - INFO - Column ŷ޳Ʒͺ˽ was last updated at 2024-07-21 -2024-11-15 14:57:00,896 - my_logger - INFO - Column ͺ˳ was last updated at 2024-08-12 -2024-11-15 14:57:00,899 - my_logger - INFO - Column ˹ͺ˳ was last updated at 2024-08-12 -2024-11-15 14:57:00,901 - my_logger - INFO - Column ˹Ʒͺ˳ was last updated at 2024-08-12 -2024-11-15 14:57:00,903 - my_logger - INFO - Column ͺ˳ was last updated at 2024-08-12 -2024-11-15 14:57:00,905 - my_logger - INFO - Column Ʒͺ˳ was last updated at 2024-08-12 -2024-11-15 14:57:00,907 - my_logger - INFO - Column ˹ͺ˳ was last updated at 2024-08-12 -2024-11-15 14:57:00,909 - my_logger - INFO - Column ˮλ was last updated at 2024-11-14 -2024-11-15 14:57:00,911 - my_logger - INFO - Column ovx index was last updated at 2024-11-14 -2024-11-15 14:57:00,913 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-14 -2024-11-15 14:57:00,915 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-14 -2024-11-15 14:57:00,918 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-14 -2024-11-15 14:57:00,920 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-14 -2024-11-15 14:57:00,922 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 -2024-11-15 14:57:00,923 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-05 -2024-11-15 14:57:00,925 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-05 -2024-11-15 14:57:00,927 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-05 -2024-11-15 14:57:00,929 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-13 -2024-11-15 14:57:00,931 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-14 -2024-11-15 14:57:00,933 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-14 -2024-11-15 14:57:00,938 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv -2024-11-15 14:57:00,939 - my_logger - INFO - ɾ²ǰ(2511, 534) -2024-11-15 14:57:01,544 - my_logger - INFO - ɾ²(2511, 515) -2024-11-15 14:57:01,549 - my_logger - INFO - ɾԤΪֵк(1777, 515) -2024-11-15 14:57:01,552 - my_logger - INFO - ɾȫΪֵк(1777, 423) -2024-11-15 14:57:03,408 - my_logger - INFO - ȫԭͿ棨޳Ϊ -2024-11-15 14:57:05,336 - my_logger - INFO - Kpler-ɳԭͳΪ -2024-11-15 14:57:05,338 - my_logger - INFO - Kpler-OPEC+ԭͺ˳Ϊ -2024-11-15 14:57:05,339 - my_logger - INFO - Kpler-OPEC+OPECԭͺ˳Ϊ -2024-11-15 14:57:05,341 - my_logger - INFO - Kpler-OPECԭͺ˳Ϊ -2024-11-15 14:57:05,344 - my_logger - INFO - Kpler-OPECжԭͺ˳Ϊ -2024-11-15 14:57:05,346 - my_logger - INFO - Kpler-ԭͺ˳Ϊ -2024-11-15 14:57:05,348 - my_logger - INFO - Kpler-ԭͺ˳Ϊ -2024-11-15 14:57:05,350 - my_logger - INFO - ԭͺ˳Ϊ -2024-11-15 14:57:05,353 - my_logger - INFO - ¹ԭͺ˽Ϊ -2024-11-15 14:57:05,355 - my_logger - INFO - ŷԭͺ˽Ϊ -2024-11-15 14:57:05,357 - my_logger - INFO - ӡԭͺ˽Ϊ -2024-11-15 14:57:05,359 - my_logger - INFO - йԭͺ˽Ϊ -2024-11-15 14:57:05,360 - my_logger - INFO - ͺ˳Ϊ -2024-11-15 14:57:05,361 - my_logger - INFO - ˹ͺ˳Ϊ -2024-11-15 14:57:05,363 - my_logger - INFO - ˹Ʒͺ˳Ϊ -2024-11-15 14:57:05,366 - my_logger - INFO - ͺ˳Ϊ -2024-11-15 14:57:05,368 - my_logger - INFO - Ʒͺ˳Ϊ -2024-11-15 14:57:05,370 - my_logger - INFO - ˹ͺ˳Ϊ -2024-11-15 14:57:05,517 - my_logger - INFO - ն(263) ܶ(139) ¶(1) -0 ŷӹBrentԭCDU ::ͳͶʹ::ֵ EIAͲǧͰգ -1 īӹWTIԭCDU :ͳͶʹ::ֵ -2 ¼ӹDubaiԭCDU :ɽ:ͳͶʹ::ֵ -3 ŷӹBrentԭCDU M2 :īذ:ͳͶʹ::ֵ -4 īӹWTIԭCDU M2 ::ͳͶʹ::ֵ -.. ... ... ... -258 C2403150124 -259 FVHCM1 INDEX -260 lmcads03 lme comdty -261 GC1 COMB Comdty -262 C2404167855 - -[263 rows x 3 columns] -2024-11-15 14:57:05,531 - my_logger - INFO - Ϣܹ420,ն(263),ܶ(139),¶(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-15 14:57:05,533 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-15 14:57:06,776 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-14 00:00:00', y = '72.56' WHERE ds = '2024-11-14 00:00:00' -2024-11-15 14:57:06,779 - my_logger - INFO - ʼѵģ... -2024-11-15 14:57:06,793 - my_logger - INFO - Training set head: -2024-11-15 14:57:06,793 - my_logger - INFO - ds ::ͳͶʹ::ֵ :ͳͶʹ::ֵ :ɽ:ͳͶʹ::ֵ ... is_quarter_end is_year_start is_year_end unique_id -2509 2018-01-02 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 -2508 2018-01-03 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 -2507 2018-01-04 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 -2506 2018-01-05 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 -2503 2018-01-08 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 - -[5 rows x 438 columns] -2024-11-15 14:57:07,058 - my_logger - INFO - -Testing set head: -2024-11-15 14:57:07,059 - my_logger - INFO - ds ::ͳͶʹ::ֵ :ͳͶʹ::ֵ :ɽ:ͳͶʹ::ֵ ... is_quarter_end is_year_start is_year_end unique_id -2005 2019-05-21 88.3 89.9 92.8 ... 0.0 0.0 0.0 1 -2004 2019-05-22 88.3 89.9 92.8 ... 0.0 0.0 0.0 1 -2003 2019-05-23 88.3 89.9 92.8 ... 0.0 0.0 0.0 1 -2002 2019-05-24 92.4 91.2 95.9 ... 0.0 0.0 0.0 1 -1999 2019-05-27 92.4 91.2 95.9 ... 0.0 0.0 0.0 1 - -[5 rows x 438 columns] -2024-11-15 15:07:08,385 - my_logger - INFO - ģѵ -2024-11-15 15:07:08,386 - my_logger - INFO - ѵݻͼing -2024-11-15 15:07:12,498 - my_logger - INFO - ѵݻͼend -2024-11-15 15:07:12,499 - my_logger - INFO - ing -2024-11-15 15:07:12,793 - my_logger - INFO - ʼKpler-Ʒͳֱָͼ -2024-11-15 15:07:12,940 - my_logger - INFO - Kpler-ƷͳָܺΪ1.0 -2024-11-15 15:07:12,941 - my_logger - INFO - ʼKpler--ԭͳֱָͼ -2024-11-15 15:07:14,243 - my_logger - INFO - Kpler--ԭͳָܺΪ1.927154750883064 -2024-11-15 15:07:14,244 - my_logger - INFO - ʼKpler--ԭͽֱָͼ -2024-11-15 15:07:14,401 - my_logger - INFO - Kpler--ԭͽָܺΪ1.0 -2024-11-15 15:07:14,402 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-15 15:07:17,199 - my_logger - INFO - ۸ָܺΪ77.34288567700102 -2024-11-15 15:07:17,201 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-15 15:07:18,888 - my_logger - INFO - ӦָܺΪ15.25689232362182 -2024-11-15 15:07:18,889 - my_logger - INFO - ʼֱָͼ -2024-11-15 15:07:20,646 - my_logger - INFO - ָܺΪ6.888826346171018 -2024-11-15 15:07:20,647 - my_logger - INFO - ʼͬ˳ֱָͼ -2024-11-15 15:07:21,646 - my_logger - INFO - ͬ˳ָܺΪ3.2683712381175765 -2024-11-15 15:07:21,646 - my_logger - INFO - ʼƿֱָͼ -2024-11-15 15:07:23,850 - my_logger - INFO - ָܺΪ20.791208627154457 -2024-11-15 15:07:23,851 - my_logger - INFO - ʼڻгֱָͼ -2024-11-15 15:07:25,673 - my_logger - INFO - ڻгָܺΪ56.48516553580905 -2024-11-15 15:07:25,674 - my_logger - INFO - ʼֱָͼ -2024-11-15 15:07:26,007 - my_logger - INFO - ָܺΪ1.0253277140030699 -2024-11-15 15:07:26,009 - my_logger - INFO - ʼƽֱָͼ -2024-11-15 15:07:27,840 - my_logger - INFO - ָܺΪ6.390753790285273 -2024-11-15 15:07:27,841 - my_logger - INFO - ʼֱָͼ -2024-11-15 15:07:30,058 - my_logger - INFO - ָܺΪ12.828120703192358 -2024-11-15 15:07:30,059 - my_logger - INFO - ʼܺ͵ͼ -2024-11-15 15:07:30,497 - my_logger - INFO - ܺ͵ͼ -2024-11-15 15:07:34,459 - my_logger - INFO - end -2024-11-15 15:07:34,460 - my_logger - INFO - ģѵ -2024-11-15 17:21:42,296 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-15 17:21:42,298 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-15 17:23:16,335 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 17:23:16,341 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 17:23:16,345 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 17:23:16,348 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 17:23:16,352 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 17:23:16,356 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 17:23:16,360 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 -2024-11-15 17:23:16,364 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 -2024-11-15 17:23:16,368 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-15 17:23:16,375 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 -2024-11-15 17:23:16,379 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 -2024-11-15 17:23:16,384 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 -2024-11-15 17:23:16,388 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 17:23:16,391 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 17:23:16,396 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 17:23:16,400 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 -2024-11-15 17:23:16,403 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-15 17:23:16,407 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-15 17:23:16,411 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 -2024-11-15 17:23:16,415 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 -2024-11-15 17:23:16,418 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 -2024-11-15 17:23:16,423 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-15 17:23:16,426 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 -2024-11-15 17:23:16,430 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-15 17:23:16,433 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 -2024-11-15 17:23:16,437 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 -2024-11-15 17:23:16,440 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 -2024-11-15 17:23:16,445 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 -2024-11-15 17:23:16,449 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 -2024-11-15 17:23:16,452 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-15 17:23:16,456 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-15 17:23:16,461 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-15 17:23:16,464 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-15 17:23:16,468 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-14 -2024-11-15 17:23:16,472 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-14 -2024-11-15 17:23:16,477 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-14 -2024-11-15 17:23:16,481 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-14 -2024-11-15 17:23:16,485 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-14 -2024-11-15 17:23:16,489 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-14 -2024-11-15 17:23:16,493 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-14 -2024-11-15 17:23:16,497 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-14 -2024-11-15 17:23:16,500 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-14 -2024-11-15 17:23:16,504 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-14 -2024-11-15 17:23:16,507 - my_logger - INFO - Column ͵һ was last updated at 2024-11-14 -2024-11-15 17:23:16,511 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 -2024-11-15 17:23:16,514 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-14 -2024-11-15 17:23:16,518 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-14 -2024-11-15 17:23:16,522 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-14 -2024-11-15 17:23:16,526 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-14 -2024-11-15 17:23:16,530 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-14 -2024-11-15 17:23:16,533 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-14 -2024-11-15 17:23:16,538 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-14 -2024-11-15 17:23:16,542 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-14 -2024-11-15 17:23:16,545 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-14 -2024-11-15 17:23:16,549 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-14 -2024-11-15 17:23:16,552 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-14 -2024-11-15 17:23:16,557 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-14 -2024-11-15 17:23:16,561 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-14 -2024-11-15 17:23:16,565 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-14 -2024-11-15 17:23:16,569 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-14 -2024-11-15 17:23:16,573 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-14 -2024-11-15 17:23:16,578 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-14 -2024-11-15 17:23:16,581 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-14 -2024-11-15 17:23:16,586 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-14 -2024-11-15 17:23:16,590 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-14 -2024-11-15 17:23:16,594 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-14 -2024-11-15 17:23:16,597 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-14 -2024-11-15 17:23:16,601 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-14 -2024-11-15 17:23:16,605 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-14 -2024-11-15 17:23:16,609 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-14 -2024-11-15 17:23:16,614 - my_logger - INFO - Column SC۲ was last updated at 2024-11-13 -2024-11-15 17:23:16,618 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-14 -2024-11-15 17:23:16,622 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-14 -2024-11-15 17:23:16,626 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-15 -2024-11-15 17:23:16,630 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-14 -2024-11-15 17:23:16,633 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-14 -2024-11-15 17:23:16,638 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-14 -2024-11-15 17:23:16,641 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-14 -2024-11-15 17:23:16,645 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-14 -2024-11-15 17:23:16,650 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-14 -2024-11-15 17:23:16,653 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-14 -2024-11-15 17:23:16,657 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 -2024-11-15 17:23:16,661 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 -2024-11-15 17:23:16,664 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 -2024-11-15 17:23:16,669 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 -2024-11-15 17:23:16,673 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-14 -2024-11-15 17:23:16,677 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-14 -2024-11-15 17:23:16,681 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-14 -2024-11-15 17:23:16,685 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-15 -2024-11-15 17:23:16,689 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-15 -2024-11-15 17:23:16,693 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-13 -2024-11-15 17:23:16,697 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 -2024-11-15 17:23:16,699 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-13 -2024-11-15 17:23:16,703 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-13 -2024-11-15 17:23:16,708 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 -2024-11-15 17:23:16,712 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 -2024-11-15 17:23:16,715 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-15 -2024-11-15 17:23:16,720 - my_logger - INFO - Column y was last updated at 2024-11-14 -2024-11-15 17:23:16,724 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-13 -2024-11-15 17:23:16,727 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-15 -2024-11-15 17:23:16,731 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-14 -2024-11-15 17:23:16,734 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-15 -2024-11-15 17:23:16,739 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-14 -2024-11-15 17:23:16,743 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-14 -2024-11-15 17:23:16,747 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-14 -2024-11-15 17:23:16,751 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-14 -2024-11-15 17:23:16,756 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-14 -2024-11-15 17:23:16,760 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-14 -2024-11-15 17:23:16,763 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-14 -2024-11-15 17:23:16,767 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-14 -2024-11-15 17:23:16,771 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-14 -2024-11-15 17:23:16,776 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-14 -2024-11-15 17:23:16,779 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-14 -2024-11-15 17:23:16,783 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-14 -2024-11-15 17:23:16,786 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-14 -2024-11-15 17:23:16,791 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-14 -2024-11-15 17:23:16,794 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-14 -2024-11-15 17:23:16,797 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-14 -2024-11-15 17:23:16,801 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-15 -2024-11-15 17:23:16,804 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-14 -2024-11-15 17:23:16,809 - my_logger - INFO - Column Brent* was last updated at 2024-11-14 -2024-11-15 17:23:16,812 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-14 -2024-11-15 17:23:16,816 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-14 -2024-11-15 17:23:16,819 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-14 -2024-11-15 17:23:16,823 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-14 -2024-11-15 17:23:16,826 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 17:23:16,829 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 17:23:16,833 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 17:23:16,839 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-14 -2024-11-15 17:23:16,844 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-14 -2024-11-15 17:23:16,848 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-14 -2024-11-15 17:23:16,852 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-14 -2024-11-15 17:23:16,856 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-13 -2024-11-15 17:23:16,861 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-13 -2024-11-15 17:23:16,865 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-13 -2024-11-15 17:23:16,869 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-14 -2024-11-15 17:23:16,873 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-13 -2024-11-15 17:23:16,879 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-14 -2024-11-15 17:23:16,883 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-14 -2024-11-15 17:23:16,888 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 17:23:16,893 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 17:23:16,897 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 17:23:16,900 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 17:23:16,904 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-14 -2024-11-15 17:23:16,908 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-14 -2024-11-15 17:23:16,912 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-14 -2024-11-15 17:23:16,916 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 -2024-11-15 17:23:16,919 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 -2024-11-15 17:23:16,925 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 17:23:16,928 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 17:23:16,932 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 17:23:16,935 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 -2024-11-15 17:23:16,939 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 -2024-11-15 17:23:16,942 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-15 17:23:16,946 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 -2024-11-15 17:23:16,949 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 -2024-11-15 17:23:16,953 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 -2024-11-15 17:23:16,959 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 -2024-11-15 17:23:16,962 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 -2024-11-15 17:23:16,965 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 -2024-11-15 17:23:16,970 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 17:23:16,973 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 -2024-11-15 17:23:16,978 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 -2024-11-15 17:23:16,981 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 -2024-11-15 17:23:16,985 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 -2024-11-15 17:23:16,989 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 -2024-11-15 17:23:16,993 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 -2024-11-15 17:23:16,997 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 17:23:17,001 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-15 17:23:17,005 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 -2024-11-15 17:23:17,008 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-01 -2024-11-15 17:23:17,012 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 -2024-11-15 17:23:17,017 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 -2024-11-15 17:23:17,020 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 -2024-11-15 17:23:17,024 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 -2024-11-15 17:23:17,029 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-13 -2024-11-15 17:23:17,032 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-13 -2024-11-15 17:23:17,035 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-13 -2024-11-15 17:23:17,038 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-08 -2024-11-15 17:23:17,042 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-15 17:23:17,044 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 -2024-11-15 17:23:17,048 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 -2024-11-15 17:23:17,052 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 -2024-11-15 17:23:17,056 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 -2024-11-15 17:23:17,060 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 -2024-11-15 17:23:17,063 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 -2024-11-15 17:23:17,067 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 -2024-11-15 17:23:17,070 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 -2024-11-15 17:23:17,074 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-15 17:23:17,079 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-15 17:23:17,083 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-15 17:23:17,088 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 17:23:17,092 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 -2024-11-15 17:23:17,096 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-15 17:23:17,100 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 -2024-11-15 17:23:17,103 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-14 -2024-11-15 17:23:17,107 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-14 -2024-11-15 17:23:17,112 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-14 -2024-11-15 17:23:17,116 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-14 -2024-11-15 17:23:17,121 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-14 -2024-11-15 17:23:17,125 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-14 -2024-11-15 17:23:17,129 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-12 -2024-11-15 17:23:17,132 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-12 -2024-11-15 17:23:17,135 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-13 -2024-11-15 17:23:17,139 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-13 -2024-11-15 17:23:17,143 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-13 -2024-11-15 17:23:17,146 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-14 -2024-11-15 17:23:17,150 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-14 -2024-11-15 17:23:17,153 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-14 -2024-11-15 17:23:17,158 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-14 -2024-11-15 17:23:17,161 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-14 -2024-11-15 17:23:17,165 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-14 -2024-11-15 17:23:17,168 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-14 -2024-11-15 17:23:17,173 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-14 -2024-11-15 17:23:17,177 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-14 -2024-11-15 17:23:17,181 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-14 -2024-11-15 17:23:17,185 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-14 -2024-11-15 17:23:17,192 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-14 -2024-11-15 17:23:17,195 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-14 -2024-11-15 17:23:17,198 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-14 -2024-11-15 17:23:17,202 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-14 -2024-11-15 17:23:17,207 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-14 -2024-11-15 17:23:17,211 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-14 -2024-11-15 17:23:17,215 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-14 -2024-11-15 17:23:17,219 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-14 -2024-11-15 17:23:17,223 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-13 -2024-11-15 17:23:17,226 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-14 -2024-11-15 17:23:17,229 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-13 -2024-11-15 17:23:17,233 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-14 -2024-11-15 17:23:17,238 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-14 -2024-11-15 17:23:17,242 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-14 -2024-11-15 17:23:17,246 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-13 -2024-11-15 17:23:17,250 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-14 -2024-11-15 17:23:17,254 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-14 -2024-11-15 17:23:17,258 - my_logger - INFO - Column DFL was last updated at 2024-11-13 -2024-11-15 17:23:17,262 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-14 -2024-11-15 17:23:17,265 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-14 -2024-11-15 17:23:17,270 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-14 -2024-11-15 17:23:17,274 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-14 -2024-11-15 17:23:17,278 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-14 -2024-11-15 17:23:17,282 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-14 -2024-11-15 17:23:17,286 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-15 -2024-11-15 17:23:17,293 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-15 -2024-11-15 17:23:17,305 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-15 -2024-11-15 17:23:17,314 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-14 -2024-11-15 17:23:17,318 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-14 -2024-11-15 17:23:17,334 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-14 -2024-11-15 17:23:17,338 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-15 -2024-11-15 17:23:17,352 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 -2024-11-15 17:23:17,362 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-15 -2024-11-15 17:23:17,366 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-15 -2024-11-15 17:23:17,372 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-14 -2024-11-15 17:23:17,377 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 -2024-11-15 17:23:17,382 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-14 -2024-11-15 17:23:17,387 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-15 -2024-11-15 17:23:17,393 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-15 -2024-11-15 17:23:17,398 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-14 -2024-11-15 17:23:17,402 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-15 -2024-11-15 17:23:17,406 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-14 -2024-11-15 17:23:17,410 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-13 -2024-11-15 17:23:17,413 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-14 -2024-11-15 17:23:17,417 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-13 -2024-11-15 17:23:17,421 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-14 -2024-11-15 17:23:17,424 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-13 -2024-11-15 17:23:17,428 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-14 -2024-11-15 17:23:17,432 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 -2024-11-15 17:23:17,436 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-14 -2024-11-15 17:23:17,440 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 -2024-11-15 17:23:17,447 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-14 -2024-11-15 17:23:17,460 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-14 -2024-11-15 17:23:17,467 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-14 -2024-11-15 17:23:17,472 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 -2024-11-15 17:23:17,475 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-14 -2024-11-15 17:23:17,479 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-14 -2024-11-15 17:23:17,483 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-15 -2024-11-15 17:23:17,491 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-14 -2024-11-15 17:23:17,499 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-14 -2024-11-15 17:23:17,505 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-15 -2024-11-15 17:23:17,509 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-01 -2024-11-15 17:23:17,514 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-14 -2024-11-15 17:23:17,519 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-05 -2024-11-15 17:23:17,532 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-14 -2024-11-15 17:23:17,535 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-14 -2024-11-15 17:23:17,540 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-14 -2024-11-15 17:23:17,548 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-14 -2024-11-15 17:23:17,560 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-14 -2024-11-15 17:23:17,564 - my_logger - INFO - Column Oman FOB M2 was last updated at None -2024-11-15 17:23:17,568 - my_logger - INFO - Column Oman FOB M3 was last updated at None -2024-11-15 17:23:17,574 - my_logger - INFO - Column Oman FOB M4 was last updated at None -2024-11-15 17:23:17,589 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-13 -2024-11-15 17:23:17,593 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-13 -2024-11-15 17:23:17,597 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-15 17:23:17,614 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-15 17:23:17,628 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-14 -2024-11-15 17:23:17,633 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-13 -2024-11-15 17:23:17,638 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-14 -2024-11-15 17:23:17,643 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-14 -2024-11-15 17:23:17,647 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-14 -2024-11-15 17:23:17,653 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-14 -2024-11-15 17:23:17,658 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-14 -2024-11-15 17:23:17,662 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-14 -2024-11-15 17:23:17,666 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-14 -2024-11-15 17:23:17,672 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-14 -2024-11-15 17:23:17,675 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-14 -2024-11-15 17:23:17,679 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-14 -2024-11-15 17:23:17,685 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-14 -2024-11-15 17:23:17,691 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-14 -2024-11-15 17:23:17,696 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-14 -2024-11-15 17:23:17,700 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-14 -2024-11-15 17:23:17,706 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-14 -2024-11-15 17:23:17,710 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-14 -2024-11-15 17:23:17,714 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-15 -2024-11-15 17:23:17,718 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-15 -2024-11-15 17:23:17,722 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-15 -2024-11-15 17:23:17,726 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-15 -2024-11-15 17:23:17,731 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 17:23:17,735 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 17:23:17,740 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 17:23:17,743 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 17:23:17,747 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-14 -2024-11-15 17:23:17,751 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-14 -2024-11-15 17:23:17,755 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-14 -2024-11-15 17:23:17,759 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-14 -2024-11-15 17:23:17,763 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-13 -2024-11-15 17:23:17,766 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-14 -2024-11-15 17:23:17,770 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-14 -2024-11-15 17:23:17,775 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-14 -2024-11-15 17:23:17,779 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-14 -2024-11-15 17:23:17,782 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-14 -2024-11-15 17:23:17,786 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-14 -2024-11-15 17:23:17,790 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-14 -2024-11-15 17:23:17,794 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-14 -2024-11-15 17:23:17,798 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-14 -2024-11-15 17:23:17,802 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-14 -2024-11-15 17:23:17,806 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-14 -2024-11-15 17:23:17,809 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 17:23:17,813 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 17:23:17,817 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 17:23:17,821 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 17:23:17,826 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 -2024-11-15 17:23:17,829 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 -2024-11-15 17:23:17,832 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 -2024-11-15 17:23:17,836 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 -2024-11-15 17:23:17,840 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 -2024-11-15 17:23:17,843 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-08 -2024-11-15 17:23:17,846 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-08 -2024-11-15 17:23:17,850 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 -2024-11-15 17:23:17,855 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 -2024-11-15 17:23:17,859 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 17:23:17,863 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-15 17:23:17,866 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 -2024-11-15 17:23:17,869 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-08 -2024-11-15 17:23:17,873 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 -2024-11-15 17:23:17,877 - my_logger - INFO - Column ò was last updated at 2024-11-08 -2024-11-15 17:23:17,880 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 -2024-11-15 17:23:17,884 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 -2024-11-15 17:23:17,889 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-08 -2024-11-15 17:23:17,893 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-08 -2024-11-15 17:23:17,897 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-08 -2024-11-15 17:23:17,901 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-08 -2024-11-15 17:23:17,905 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-08 -2024-11-15 17:23:17,908 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-08 -2024-11-15 17:23:17,911 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-08 -2024-11-15 17:23:17,915 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-08 -2024-11-15 17:23:17,918 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-08 -2024-11-15 17:23:17,924 - my_logger - INFO - Column Permian was last updated at 2024-11-08 -2024-11-15 17:23:17,928 - my_logger - INFO - Column EagleFord was last updated at 2024-11-08 -2024-11-15 17:23:17,932 - my_logger - INFO - Column Williston was last updated at 2024-11-08 -2024-11-15 17:23:17,935 - my_logger - INFO - Column Marcellus was last updated at 2024-11-08 -2024-11-15 17:23:17,940 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-08 -2024-11-15 17:23:17,943 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-08 -2024-11-15 17:23:17,947 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-08 -2024-11-15 17:23:17,951 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-08 -2024-11-15 17:23:17,955 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-08 -2024-11-15 17:23:17,959 - my_logger - INFO - Column ϸ was last updated at 2024-11-08 -2024-11-15 17:23:17,962 - my_logger - INFO - Column жϸ was last updated at 2024-11-08 -2024-11-15 17:23:17,966 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 -2024-11-15 17:23:17,970 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-08 -2024-11-15 17:23:17,973 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 17:23:17,977 - my_logger - INFO - Column ½ was last updated at 2024-11-08 -2024-11-15 17:23:17,981 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 -2024-11-15 17:23:17,984 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-08 -2024-11-15 17:23:17,989 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 -2024-11-15 17:23:17,992 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-08 -2024-11-15 17:23:17,995 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 17:23:17,997 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 -2024-11-15 17:23:18,000 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-15 17:23:18,006 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-08 -2024-11-15 17:23:18,009 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 -2024-11-15 17:23:18,014 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-15 17:23:18,018 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-15 17:23:18,022 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-15 17:23:18,026 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 -2024-11-15 17:23:18,030 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-15 17:23:18,033 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 -2024-11-15 17:23:18,037 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 -2024-11-15 17:23:18,041 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 -2024-11-15 17:23:18,045 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 -2024-11-15 17:23:18,048 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 -2024-11-15 17:23:18,051 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 -2024-11-15 17:23:18,055 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-13 -2024-11-15 17:23:18,060 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-13 -2024-11-15 17:23:18,064 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 -2024-11-15 17:23:18,067 - my_logger - 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INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,115 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,118 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,122 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,126 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,130 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 17:23:18,133 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,138 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 17:23:18,142 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,146 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 17:23:18,149 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,154 - my_logger - 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my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,203 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,206 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,210 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,213 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,216 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,221 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,225 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,228 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,231 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,234 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,239 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,242 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,247 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,251 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,254 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,258 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,262 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,266 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:23:18,270 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:23:18,273 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-15 17:23:18,277 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:23:18,280 - my_logger - 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Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:23:18,371 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:23:18,375 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:23:18,379 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:23:18,383 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:23:18,386 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:23:18,390 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:23:18,393 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:23:18,396 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:23:18,400 - my_logger - INFO - Column ˮλ was last updated at 2024-11-14 -2024-11-15 17:23:18,404 - my_logger - INFO - Column ovx index was last updated at 2024-11-14 -2024-11-15 17:23:18,407 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-14 -2024-11-15 17:23:18,412 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-14 -2024-11-15 17:23:18,416 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-14 -2024-11-15 17:23:18,420 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-14 -2024-11-15 17:23:18,425 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 -2024-11-15 17:23:18,429 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-05 -2024-11-15 17:23:18,433 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-05 -2024-11-15 17:23:18,438 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-05 -2024-11-15 17:23:18,442 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-13 -2024-11-15 17:23:18,445 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-14 -2024-11-15 17:23:18,450 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-14 -2024-11-15 17:23:18,461 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv -2024-11-15 17:23:18,462 - my_logger - INFO - ɾ²ǰ(2511, 504) -2024-11-15 17:23:19,533 - my_logger - INFO - ɾ²(2511, 485) -2024-11-15 17:23:19,539 - my_logger - INFO - ɾԤΪֵк(1777, 485) -2024-11-15 17:23:19,546 - my_logger - INFO - ɾȫΪֵк(1777, 405) -2024-11-15 17:23:23,213 - my_logger - INFO - ȫԭͿ棨޳Ϊ -2024-11-15 17:23:27,797 - my_logger - INFO - ն(263) ܶ(139) ¶(1) -0 ŷӹBrentԭCDU ::ͳͶʹ::ֵ EIAͲǧͰգ -1 īӹWTIԭCDU :ͳͶʹ::ֵ -2 ¼ӹDubaiԭCDU :ɽ:ͳͶʹ::ֵ -3 ŷӹBrentԭCDU M2 :īذ:ͳͶʹ::ֵ -4 īӹWTIԭCDU M2 ::ͳͶʹ::ֵ -.. ... ... ... -258 C2403150124 -259 FVHCM1 INDEX -260 lmcads03 lme comdty -261 GC1 COMB Comdty -262 C2404167855 - -[263 rows x 3 columns] -2024-11-15 17:23:27,822 - my_logger - INFO - Ϣܹ402,ն(263),ܶ(139),¶(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-15 17:23:27,825 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-15 17:23:30,038 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-14 00:00:00', y = '72.56' WHERE ds = '2024-11-14 00:00:00' -2024-11-15 17:23:30,042 - my_logger - INFO - ʼѵģ... -2024-11-15 17:23:30,067 - my_logger - INFO - Training set head: -2024-11-15 17:23:30,067 - my_logger - INFO - ds ::ͳͶʹ::ֵ :ͳͶʹ::ֵ :ɽ:ͳͶʹ::ֵ ... is_quarter_end is_year_start is_year_end unique_id -2509 2018-01-02 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 -2508 2018-01-03 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 -2507 2018-01-04 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 -2506 2018-01-05 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 -2503 2018-01-08 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 - -[5 rows x 420 columns] -2024-11-15 17:23:30,593 - my_logger - INFO - -Testing set head: -2024-11-15 17:23:30,594 - my_logger - INFO - ds ::ͳͶʹ::ֵ :ͳͶʹ::ֵ :ɽ:ͳͶʹ::ֵ ... is_quarter_end is_year_start is_year_end unique_id -2005 2019-05-21 88.3 89.9 92.8 ... 0.0 0.0 0.0 1 -2004 2019-05-22 88.3 89.9 92.8 ... 0.0 0.0 0.0 1 -2003 2019-05-23 88.3 89.9 92.8 ... 0.0 0.0 0.0 1 -2002 2019-05-24 92.4 91.2 95.9 ... 0.0 0.0 0.0 1 -1999 2019-05-27 92.4 91.2 95.9 ... 0.0 0.0 0.0 1 - -[5 rows x 420 columns] -2024-11-15 17:39:05,741 - my_logger - INFO - ģѵ -2024-11-15 17:39:05,743 - my_logger - INFO - ѵݻͼing -2024-11-15 17:39:33,677 - my_logger - INFO - ѵݻͼend -2024-11-15 17:39:33,678 - my_logger - INFO - ing -2024-11-15 17:39:34,219 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-15 17:39:40,152 - my_logger - INFO - ۸ָܺΪ77.34285470386338 -2024-11-15 17:39:40,165 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-15 17:39:44,207 - my_logger - INFO - ӦָܺΪ15.25689232362182 -2024-11-15 17:39:44,208 - my_logger - INFO - ʼֱָͼ -2024-11-15 17:39:47,753 - my_logger - INFO - ָܺΪ6.888826346171018 -2024-11-15 17:39:47,755 - my_logger - INFO - ʼͬ˳ֱָͼ -2024-11-15 17:39:49,723 - my_logger - INFO - ͬ˳ָܺΪ3.2683712381175765 -2024-11-15 17:39:49,725 - my_logger - INFO - ʼƿֱָͼ -2024-11-15 17:39:53,313 - my_logger - INFO - ָܺΪ20.791208627154457 -2024-11-15 17:39:53,314 - my_logger - INFO - ʼڻгֱָͼ -2024-11-15 17:39:57,469 - my_logger - INFO - ڻгָܺΪ56.48516553580905 -2024-11-15 17:39:57,470 - my_logger - INFO - ʼֱָͼ -2024-11-15 17:39:58,045 - my_logger - INFO - ָܺΪ1.0253277140030699 -2024-11-15 17:39:58,047 - my_logger - INFO - ʼƽֱָͼ -2024-11-15 17:40:01,530 - my_logger - INFO - ָܺΪ6.390753790285273 -2024-11-15 17:40:01,532 - my_logger - INFO - ʼֱָͼ -2024-11-15 17:40:07,273 - my_logger - INFO - ָܺΪ12.828120703192358 -2024-11-15 17:40:07,274 - my_logger - INFO - ʼܺ͵ͼ -2024-11-15 17:40:07,977 - my_logger - INFO - ܺ͵ͼ -2024-11-15 17:40:14,453 - my_logger - INFO - end -2024-11-15 17:40:14,454 - my_logger - INFO - ģѵ -2024-11-15 17:45:10,853 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-15 17:45:10,855 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-15 17:46:49,791 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 17:46:49,797 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 17:46:49,802 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 17:46:49,807 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 17:46:49,812 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 17:46:49,817 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 17:46:49,821 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 -2024-11-15 17:46:49,825 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 -2024-11-15 17:46:49,830 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-15 17:46:49,835 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 -2024-11-15 17:46:49,839 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 -2024-11-15 17:46:49,844 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 -2024-11-15 17:46:49,849 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 17:46:49,853 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 17:46:49,858 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 17:46:49,862 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 -2024-11-15 17:46:49,867 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-15 17:46:49,871 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-15 17:46:49,876 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 -2024-11-15 17:46:49,880 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 -2024-11-15 17:46:49,885 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 -2024-11-15 17:46:49,889 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-15 17:46:49,894 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 -2024-11-15 17:46:49,898 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-15 17:46:49,903 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 -2024-11-15 17:46:49,907 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 -2024-11-15 17:46:49,911 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 -2024-11-15 17:46:49,915 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 -2024-11-15 17:46:49,919 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 -2024-11-15 17:46:49,923 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-15 17:46:49,927 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-15 17:46:49,931 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-15 17:46:49,936 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-15 17:46:49,940 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-14 -2024-11-15 17:46:49,943 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-14 -2024-11-15 17:46:49,947 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-14 -2024-11-15 17:46:49,950 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-14 -2024-11-15 17:46:49,955 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-14 -2024-11-15 17:46:49,959 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-14 -2024-11-15 17:46:49,964 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-14 -2024-11-15 17:46:49,967 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-14 -2024-11-15 17:46:49,973 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-14 -2024-11-15 17:46:49,977 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-14 -2024-11-15 17:46:49,980 - my_logger - INFO - Column ͵һ was last updated at 2024-11-14 -2024-11-15 17:46:49,983 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 -2024-11-15 17:46:49,987 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-14 -2024-11-15 17:46:49,991 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-14 -2024-11-15 17:46:49,995 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-14 -2024-11-15 17:46:49,999 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-14 -2024-11-15 17:46:50,003 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-14 -2024-11-15 17:46:50,008 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-14 -2024-11-15 17:46:50,012 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-14 -2024-11-15 17:46:50,016 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-14 -2024-11-15 17:46:50,019 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-14 -2024-11-15 17:46:50,023 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-14 -2024-11-15 17:46:50,027 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-14 -2024-11-15 17:46:50,031 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-14 -2024-11-15 17:46:50,035 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-14 -2024-11-15 17:46:50,040 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-14 -2024-11-15 17:46:50,044 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-14 -2024-11-15 17:46:50,048 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-14 -2024-11-15 17:46:50,051 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-14 -2024-11-15 17:46:50,055 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-14 -2024-11-15 17:46:50,059 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-14 -2024-11-15 17:46:50,063 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-14 -2024-11-15 17:46:50,067 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-14 -2024-11-15 17:46:50,072 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-14 -2024-11-15 17:46:50,076 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-14 -2024-11-15 17:46:50,080 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-14 -2024-11-15 17:46:50,083 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-14 -2024-11-15 17:46:50,086 - my_logger - INFO - Column SC۲ was last updated at 2024-11-13 -2024-11-15 17:46:50,090 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-14 -2024-11-15 17:46:50,094 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-14 -2024-11-15 17:46:50,098 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-15 -2024-11-15 17:46:50,101 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-14 -2024-11-15 17:46:50,105 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-14 -2024-11-15 17:46:50,110 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-14 -2024-11-15 17:46:50,114 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-14 -2024-11-15 17:46:50,117 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-14 -2024-11-15 17:46:50,121 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-14 -2024-11-15 17:46:50,125 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-14 -2024-11-15 17:46:50,128 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 -2024-11-15 17:46:50,132 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 -2024-11-15 17:46:50,138 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 -2024-11-15 17:46:50,144 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 -2024-11-15 17:46:50,148 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-14 -2024-11-15 17:46:50,151 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-14 -2024-11-15 17:46:50,156 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-14 -2024-11-15 17:46:50,159 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-15 -2024-11-15 17:46:50,163 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-15 -2024-11-15 17:46:50,167 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-13 -2024-11-15 17:46:50,173 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 -2024-11-15 17:46:50,177 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-13 -2024-11-15 17:46:50,181 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-13 -2024-11-15 17:46:50,184 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 -2024-11-15 17:46:50,188 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 -2024-11-15 17:46:50,192 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-15 -2024-11-15 17:46:50,196 - my_logger - INFO - Column y was last updated at 2024-11-14 -2024-11-15 17:46:50,199 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-13 -2024-11-15 17:46:50,203 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-15 -2024-11-15 17:46:50,207 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-14 -2024-11-15 17:46:50,212 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-15 -2024-11-15 17:46:50,216 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-14 -2024-11-15 17:46:50,220 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-14 -2024-11-15 17:46:50,224 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-14 -2024-11-15 17:46:50,228 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-14 -2024-11-15 17:46:50,232 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-14 -2024-11-15 17:46:50,236 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-14 -2024-11-15 17:46:50,241 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-14 -2024-11-15 17:46:50,245 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-14 -2024-11-15 17:46:50,248 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-14 -2024-11-15 17:46:50,253 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-14 -2024-11-15 17:46:50,258 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-14 -2024-11-15 17:46:50,261 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-14 -2024-11-15 17:46:50,265 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-14 -2024-11-15 17:46:50,269 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-14 -2024-11-15 17:46:50,273 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-14 -2024-11-15 17:46:50,277 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-14 -2024-11-15 17:46:50,282 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-15 -2024-11-15 17:46:50,286 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-14 -2024-11-15 17:46:50,291 - my_logger - INFO - Column Brent* was last updated at 2024-11-14 -2024-11-15 17:46:50,294 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-14 -2024-11-15 17:46:50,298 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-14 -2024-11-15 17:46:50,302 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-14 -2024-11-15 17:46:50,307 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-14 -2024-11-15 17:46:50,310 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 17:46:50,314 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 17:46:50,317 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 17:46:50,320 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-14 -2024-11-15 17:46:50,324 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-14 -2024-11-15 17:46:50,330 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-14 -2024-11-15 17:46:50,334 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-14 -2024-11-15 17:46:50,338 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-13 -2024-11-15 17:46:50,343 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-13 -2024-11-15 17:46:50,346 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-13 -2024-11-15 17:46:50,350 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-14 -2024-11-15 17:46:50,354 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-13 -2024-11-15 17:46:50,358 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-14 -2024-11-15 17:46:50,361 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-14 -2024-11-15 17:46:50,366 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 17:46:50,370 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 17:46:50,376 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 17:46:50,379 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 17:46:50,382 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-14 -2024-11-15 17:46:50,386 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-14 -2024-11-15 17:46:50,392 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-14 -2024-11-15 17:46:50,396 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 -2024-11-15 17:46:50,400 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 -2024-11-15 17:46:50,403 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 17:46:50,407 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 17:46:50,412 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 17:46:50,415 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 -2024-11-15 17:46:50,419 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 -2024-11-15 17:46:50,422 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-15 17:46:50,426 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 -2024-11-15 17:46:50,430 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 -2024-11-15 17:46:50,433 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 -2024-11-15 17:46:50,438 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 -2024-11-15 17:46:50,442 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 -2024-11-15 17:46:50,446 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 -2024-11-15 17:46:50,448 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 17:46:50,453 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 -2024-11-15 17:46:50,457 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 -2024-11-15 17:46:50,461 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 -2024-11-15 17:46:50,465 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 -2024-11-15 17:46:50,468 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 -2024-11-15 17:46:50,473 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 -2024-11-15 17:46:50,478 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 17:46:50,482 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-15 17:46:50,487 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 -2024-11-15 17:46:50,491 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-01 -2024-11-15 17:46:50,495 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 -2024-11-15 17:46:50,498 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 -2024-11-15 17:46:50,502 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 -2024-11-15 17:46:50,506 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 -2024-11-15 17:46:50,509 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-13 -2024-11-15 17:46:50,513 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-13 -2024-11-15 17:46:50,517 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-13 -2024-11-15 17:46:50,524 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-08 -2024-11-15 17:46:50,528 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-15 17:46:50,533 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 -2024-11-15 17:46:50,537 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 -2024-11-15 17:46:50,542 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 -2024-11-15 17:46:50,547 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 -2024-11-15 17:46:50,550 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 -2024-11-15 17:46:50,556 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 -2024-11-15 17:46:50,560 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 -2024-11-15 17:46:50,565 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 -2024-11-15 17:46:50,569 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-15 17:46:50,574 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-15 17:46:50,578 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-15 17:46:50,582 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 17:46:50,586 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 -2024-11-15 17:46:50,590 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-15 17:46:50,593 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 -2024-11-15 17:46:50,597 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-14 -2024-11-15 17:46:50,601 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-14 -2024-11-15 17:46:50,604 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-14 -2024-11-15 17:46:50,609 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-14 -2024-11-15 17:46:50,613 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-14 -2024-11-15 17:46:50,616 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-14 -2024-11-15 17:46:50,623 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-12 -2024-11-15 17:46:50,627 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-12 -2024-11-15 17:46:50,631 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-13 -2024-11-15 17:46:50,634 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-13 -2024-11-15 17:46:50,639 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-13 -2024-11-15 17:46:50,643 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-14 -2024-11-15 17:46:50,647 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-14 -2024-11-15 17:46:50,650 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-14 -2024-11-15 17:46:50,655 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-14 -2024-11-15 17:46:50,660 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-14 -2024-11-15 17:46:50,664 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-14 -2024-11-15 17:46:50,667 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-14 -2024-11-15 17:46:50,677 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-14 -2024-11-15 17:46:50,681 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-14 -2024-11-15 17:46:50,685 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-14 -2024-11-15 17:46:50,690 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-14 -2024-11-15 17:46:50,694 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-14 -2024-11-15 17:46:50,698 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-14 -2024-11-15 17:46:50,702 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-14 -2024-11-15 17:46:50,707 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-14 -2024-11-15 17:46:50,712 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-14 -2024-11-15 17:46:50,715 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-14 -2024-11-15 17:46:50,719 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-14 -2024-11-15 17:46:50,723 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-14 -2024-11-15 17:46:50,726 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-13 -2024-11-15 17:46:50,732 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-14 -2024-11-15 17:46:50,737 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-13 -2024-11-15 17:46:50,741 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-14 -2024-11-15 17:46:50,744 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-14 -2024-11-15 17:46:50,748 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-14 -2024-11-15 17:46:50,753 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-13 -2024-11-15 17:46:50,761 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-14 -2024-11-15 17:46:50,765 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-14 -2024-11-15 17:46:50,769 - my_logger - INFO - Column DFL was last updated at 2024-11-13 -2024-11-15 17:46:50,774 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-14 -2024-11-15 17:46:50,778 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-14 -2024-11-15 17:46:50,782 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-14 -2024-11-15 17:46:50,784 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-14 -2024-11-15 17:46:50,788 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-14 -2024-11-15 17:46:50,792 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-14 -2024-11-15 17:46:50,798 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-15 -2024-11-15 17:46:50,802 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-15 -2024-11-15 17:46:50,807 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-15 -2024-11-15 17:46:50,811 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-14 -2024-11-15 17:46:50,815 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-14 -2024-11-15 17:46:50,818 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-14 -2024-11-15 17:46:50,822 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-15 -2024-11-15 17:46:50,829 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 -2024-11-15 17:46:50,833 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-15 -2024-11-15 17:46:50,839 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-15 -2024-11-15 17:46:50,843 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-14 -2024-11-15 17:46:50,846 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 -2024-11-15 17:46:50,849 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-14 -2024-11-15 17:46:50,854 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-15 -2024-11-15 17:46:50,859 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-15 -2024-11-15 17:46:50,863 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-14 -2024-11-15 17:46:50,867 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-15 -2024-11-15 17:46:50,871 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-14 -2024-11-15 17:46:50,876 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-13 -2024-11-15 17:46:50,880 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-14 -2024-11-15 17:46:50,883 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-13 -2024-11-15 17:46:50,886 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-14 -2024-11-15 17:46:50,890 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-13 -2024-11-15 17:46:50,894 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-14 -2024-11-15 17:46:50,898 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 -2024-11-15 17:46:50,902 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-14 -2024-11-15 17:46:50,906 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 -2024-11-15 17:46:50,910 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-14 -2024-11-15 17:46:50,913 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-14 -2024-11-15 17:46:50,917 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-14 -2024-11-15 17:46:50,920 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 -2024-11-15 17:46:50,924 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-14 -2024-11-15 17:46:50,929 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-14 -2024-11-15 17:46:50,933 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-15 -2024-11-15 17:46:50,937 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-14 -2024-11-15 17:46:50,942 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-14 -2024-11-15 17:46:50,945 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-15 -2024-11-15 17:46:50,949 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-01 -2024-11-15 17:46:50,954 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-14 -2024-11-15 17:46:50,958 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-05 -2024-11-15 17:46:50,962 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-14 -2024-11-15 17:46:50,966 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-14 -2024-11-15 17:46:50,970 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-14 -2024-11-15 17:46:50,975 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-14 -2024-11-15 17:46:50,979 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-14 -2024-11-15 17:46:50,983 - my_logger - INFO - Column Oman FOB M2 was last updated at None -2024-11-15 17:46:50,988 - my_logger - INFO - Column Oman FOB M3 was last updated at None -2024-11-15 17:46:50,994 - my_logger - INFO - Column Oman FOB M4 was last updated at None -2024-11-15 17:46:50,998 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-13 -2024-11-15 17:46:51,004 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-13 -2024-11-15 17:46:51,009 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-15 17:46:51,015 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-15 17:46:51,019 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-14 -2024-11-15 17:46:51,023 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-13 -2024-11-15 17:46:51,028 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-14 -2024-11-15 17:46:51,032 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-14 -2024-11-15 17:46:51,037 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-14 -2024-11-15 17:46:51,041 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-14 -2024-11-15 17:46:51,046 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-14 -2024-11-15 17:46:51,049 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-14 -2024-11-15 17:46:51,053 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-14 -2024-11-15 17:46:51,058 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-14 -2024-11-15 17:46:51,062 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-14 -2024-11-15 17:46:51,066 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-14 -2024-11-15 17:46:51,072 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-14 -2024-11-15 17:46:51,076 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-14 -2024-11-15 17:46:51,079 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-14 -2024-11-15 17:46:51,082 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-14 -2024-11-15 17:46:51,085 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-14 -2024-11-15 17:46:51,089 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-14 -2024-11-15 17:46:51,093 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-15 -2024-11-15 17:46:51,096 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-15 -2024-11-15 17:46:51,100 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-15 -2024-11-15 17:46:51,104 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-15 -2024-11-15 17:46:51,109 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 17:46:51,113 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 17:46:51,117 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 17:46:51,123 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 17:46:51,126 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-14 -2024-11-15 17:46:51,130 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-14 -2024-11-15 17:46:51,134 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-14 -2024-11-15 17:46:51,140 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-14 -2024-11-15 17:46:51,144 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-13 -2024-11-15 17:46:51,147 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-14 -2024-11-15 17:46:51,151 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-14 -2024-11-15 17:46:51,156 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-14 -2024-11-15 17:46:51,159 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-14 -2024-11-15 17:46:51,163 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-14 -2024-11-15 17:46:51,168 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-14 -2024-11-15 17:46:51,172 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-14 -2024-11-15 17:46:51,176 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-14 -2024-11-15 17:46:51,180 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-14 -2024-11-15 17:46:51,184 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-14 -2024-11-15 17:46:51,189 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-14 -2024-11-15 17:46:51,193 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 17:46:51,197 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 17:46:51,201 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 17:46:51,206 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 17:46:51,209 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 -2024-11-15 17:46:51,213 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 -2024-11-15 17:46:51,216 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 -2024-11-15 17:46:51,221 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 -2024-11-15 17:46:51,225 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 -2024-11-15 17:46:51,229 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-08 -2024-11-15 17:46:51,234 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-08 -2024-11-15 17:46:51,237 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 -2024-11-15 17:46:51,242 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 -2024-11-15 17:46:51,246 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 17:46:51,250 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-15 17:46:51,254 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 -2024-11-15 17:46:51,260 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-08 -2024-11-15 17:46:51,263 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 -2024-11-15 17:46:51,267 - my_logger - INFO - Column ò was last updated at 2024-11-08 -2024-11-15 17:46:51,272 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 -2024-11-15 17:46:51,277 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 -2024-11-15 17:46:51,281 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-08 -2024-11-15 17:46:51,284 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-08 -2024-11-15 17:46:51,287 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-08 -2024-11-15 17:46:51,291 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-08 -2024-11-15 17:46:51,294 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-08 -2024-11-15 17:46:51,298 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-08 -2024-11-15 17:46:51,302 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-08 -2024-11-15 17:46:51,308 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-08 -2024-11-15 17:46:51,312 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-08 -2024-11-15 17:46:51,315 - my_logger - INFO - Column Permian was last updated at 2024-11-08 -2024-11-15 17:46:51,321 - my_logger - INFO - Column EagleFord was last updated at 2024-11-08 -2024-11-15 17:46:51,325 - my_logger - INFO - Column Williston was last updated at 2024-11-08 -2024-11-15 17:46:51,329 - my_logger - INFO - Column Marcellus was last updated at 2024-11-08 -2024-11-15 17:46:51,333 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-08 -2024-11-15 17:46:51,338 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-08 -2024-11-15 17:46:51,343 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-08 -2024-11-15 17:46:51,346 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-08 -2024-11-15 17:46:51,349 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-08 -2024-11-15 17:46:51,353 - my_logger - INFO - Column ϸ was last updated at 2024-11-08 -2024-11-15 17:46:51,357 - my_logger - INFO - Column жϸ was last updated at 2024-11-08 -2024-11-15 17:46:51,361 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 -2024-11-15 17:46:51,365 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-08 -2024-11-15 17:46:51,372 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 17:46:51,381 - my_logger - INFO - Column ½ was last updated at 2024-11-08 -2024-11-15 17:46:51,385 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 -2024-11-15 17:46:51,389 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-08 -2024-11-15 17:46:51,393 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 -2024-11-15 17:46:51,398 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-08 -2024-11-15 17:46:51,402 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 17:46:51,406 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 -2024-11-15 17:46:51,412 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-15 17:46:51,415 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-08 -2024-11-15 17:46:51,418 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 -2024-11-15 17:46:51,423 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-15 17:46:51,427 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-15 17:46:51,432 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-15 17:46:51,436 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 -2024-11-15 17:46:51,442 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-15 17:46:51,446 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 -2024-11-15 17:46:51,450 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 -2024-11-15 17:46:51,455 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 -2024-11-15 17:46:51,459 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 -2024-11-15 17:46:51,462 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 -2024-11-15 17:46:51,466 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 -2024-11-15 17:46:51,470 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-13 -2024-11-15 17:46:51,475 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-13 -2024-11-15 17:46:51,478 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 -2024-11-15 17:46:51,482 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 -2024-11-15 17:46:51,485 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 -2024-11-15 17:46:51,491 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 -2024-11-15 17:46:51,495 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-15 17:46:51,500 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-15 17:46:51,508 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 -2024-11-15 17:46:51,512 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,515 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 17:46:51,519 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 17:46:51,523 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,527 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,533 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,537 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,541 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,544 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,548 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,551 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 17:46:51,555 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,559 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 17:46:51,563 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,567 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 17:46:51,573 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,578 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 -2024-11-15 17:46:51,582 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,588 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,597 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,601 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,604 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,609 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 -2024-11-15 17:46:51,613 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,617 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,621 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,625 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,628 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,632 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,636 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,641 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,645 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,649 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,653 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,658 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,661 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,666 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,670 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,675 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,680 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,683 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,688 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,692 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,695 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,699 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,703 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 17:46:51,708 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,712 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-15 17:46:51,715 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,718 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,723 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,726 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,731 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,735 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 -2024-11-15 17:46:51,739 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,743 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,747 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,751 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,759 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,763 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 -2024-11-15 17:46:51,768 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,777 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,780 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,784 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,787 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,791 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,796 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,802 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,808 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,813 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,816 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,821 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,828 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,832 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,839 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,844 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,850 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,854 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,861 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,866 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,878 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 17:46:51,882 - my_logger - INFO - Column ˮλ was last updated at 2024-11-14 -2024-11-15 17:46:51,885 - my_logger - INFO - Column ovx index was last updated at 2024-11-14 -2024-11-15 17:46:51,891 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-14 -2024-11-15 17:46:51,895 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-14 -2024-11-15 17:46:51,901 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-14 -2024-11-15 17:46:51,907 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-14 -2024-11-15 17:46:51,925 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 -2024-11-15 17:46:51,943 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-05 -2024-11-15 17:46:51,946 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-05 -2024-11-15 17:46:51,995 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-05 -2024-11-15 17:46:52,001 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-13 -2024-11-15 17:46:52,010 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-14 -2024-11-15 17:46:52,040 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-14 -2024-11-15 17:46:52,050 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv -2024-11-15 17:46:52,052 - my_logger - INFO - ɾ²ǰ(2511, 504) -2024-11-15 17:46:53,194 - my_logger - INFO - ɾ²(2511, 485) -2024-11-15 17:46:53,201 - my_logger - INFO - ɾԤΪֵк(1777, 485) -2024-11-15 17:46:53,207 - my_logger - INFO - ɾȫΪֵк(1777, 405) -2024-11-15 17:46:56,913 - my_logger - INFO - ȫԭͿ棨޳Ϊ -2024-11-15 17:47:01,334 - my_logger - INFO - ն(263) ܶ(139) 61(1) -0 ŷӹBrentԭCDU ::ͳͶʹ::ֵ EIAͲǧͰգ -1 īӹWTIԭCDU :ͳͶʹ::ֵ -2 ¼ӹDubaiԭCDU :ɽ:ͳͶʹ::ֵ -3 ŷӹBrentԭCDU M2 :īذ:ͳͶʹ::ֵ -4 īӹWTIԭCDU M2 ::ͳͶʹ::ֵ -.. ... ... ... -258 C2403150124 -259 FVHCM1 INDEX -260 lmcads03 lme comdty -261 GC1 COMB Comdty -262 C2404167855 - -[263 rows x 3 columns] -2024-11-15 17:47:01,361 - my_logger - INFO - Ϣܹ402,ն(263),ܶ(139),61(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-15 17:47:01,364 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-15 17:47:03,556 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-14 00:00:00', y = '72.56' WHERE ds = '2024-11-14 00:00:00' -2024-11-15 17:47:03,563 - my_logger - INFO - ʼѵģ... -2024-11-15 17:47:03,564 - my_logger - INFO - ģѵ -2024-11-15 17:47:03,566 - my_logger - INFO - ѵݻͼing -2024-11-15 17:47:08,335 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-15 00:00:00', NHITS = '72.89804', Informer = '73.32961', LSTM = '71.489075', iTransformer = '72.42489', TSMixer = '72.65138', TSMixerx = '72.84224', PatchTST = '72.24925', RNN = '54.118504', GRU = '72.60947', TCN = '72.252556', BiTCN = '72.86337', DilatedRNN = '74.74415', MLP = '73.50992', DLinear = '72.74385', NLinear = '72.70263', TFT = '72.82612', StemGNN = '75.2256', MLPMultivariate = '72.472', TiDE = '72.77939', DeepNPTS = '72.04662' WHERE ds = '2024-11-15 00:00:00' -2024-11-15 17:47:13,705 - my_logger - INFO - ѵݻͼend -2024-11-15 17:47:13,706 - my_logger - INFO - ing -2024-11-15 17:47:14,169 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-15 17:47:20,297 - my_logger - INFO - ۸ָܺΪ77.34285470386338 -2024-11-15 17:47:20,299 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-15 17:47:26,828 - my_logger - INFO - ӦָܺΪ15.25689232362182 -2024-11-15 17:47:26,830 - my_logger - INFO - ʼֱָͼ -2024-11-15 17:47:33,059 - my_logger - INFO - ָܺΪ6.888826346171018 -2024-11-15 17:47:33,061 - my_logger - INFO - ʼͬ˳ֱָͼ -2024-11-15 17:47:36,977 - my_logger - INFO - ͬ˳ָܺΪ3.2683712381175765 -2024-11-15 17:47:36,979 - my_logger - INFO - ʼƿֱָͼ -2024-11-15 17:47:43,063 - my_logger - INFO - ָܺΪ20.791208627154457 -2024-11-15 17:47:43,091 - my_logger - INFO - ʼڻгֱָͼ -2024-11-15 17:47:52,451 - my_logger - INFO - ڻгָܺΪ56.48516553580905 -2024-11-15 17:47:52,454 - my_logger - INFO - ʼֱָͼ -2024-11-15 17:47:53,264 - my_logger - INFO - ָܺΪ1.0253277140030699 -2024-11-15 17:47:53,266 - my_logger - INFO - ʼƽֱָͼ -2024-11-15 17:47:59,770 - my_logger - INFO - ָܺΪ6.390753790285273 -2024-11-15 17:47:59,772 - my_logger - INFO - ʼֱָͼ -2024-11-15 17:48:06,818 - my_logger - INFO - ָܺΪ12.828120703192358 -2024-11-15 17:48:06,820 - my_logger - INFO - ʼܺ͵ͼ -2024-11-15 17:48:07,640 - my_logger - INFO - ܺ͵ͼ -2024-11-15 17:48:16,123 - my_logger - INFO - end -2024-11-15 17:48:16,124 - my_logger - INFO - ģѵ -2024-11-15 18:05:31,143 - my_logger - INFO - etaȡ... -2024-11-15 18:05:31,701 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ -2024-11-15 18:05:31,970 - my_logger - INFO - ָ :ͳͶʹ::ֵܾ -2024-11-15 18:05:32,165 - my_logger - INFO - ָ :ɽ:ͳͶʹ::ֵܾ -2024-11-15 18:05:32,363 - my_logger - INFO - ָ :īذ:ͳͶʹ::ֵܾ -2024-11-15 18:05:32,554 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ -2024-11-15 18:05:32,749 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ -2024-11-15 18:05:33,772 - my_logger - INFO - ָ йִ/7DMA -2024-11-15 18:05:34,260 - my_logger - INFO - ָ ͱ裨ܶȣ1ܻֵ -2024-11-15 18:05:34,262 - my_logger - INFO - ָ ͱ裨ܶȣ1ܻ -2024-11-15 18:05:34,551 - my_logger - INFO - ָ Ͳܶȣ1ܻ -2024-11-15 18:05:35,858 - my_logger - INFO - ָ ԭܶȱ/4WMA -2024-11-15 18:05:35,859 - my_logger - INFO - ָ Ʒ/4WMA -2024-11-15 18:05:35,860 - my_logger - INFO - ָ Ʒ4ܻ -2024-11-15 18:05:36,064 - my_logger - INFO - ָ ˹/500 -2024-11-15 18:05:36,064 - my_logger - INFO - ָ DOE-Ͳ1ܻ -2024-11-15 18:05:36,066 - my_logger - INFO - ָ DOE-Ͳ1ܻ -2024-11-15 18:05:36,067 - my_logger - INFO - ָ úһܻֵ -2024-11-15 18:05:36,067 - my_logger - INFO - ָ ͱһܻֵ -2024-11-15 18:05:36,068 - my_logger - INFO - ָ ͱһܻֵ -2024-11-15 18:05:36,069 - my_logger - INFO - ָ ŷѲ -2024-11-15 18:05:36,069 - my_logger - INFO - ָ ŷ޲Ѳ -2024-11-15 18:05:36,490 - my_logger - INFO - ָ йӪ1ܻ -2024-11-15 18:05:37,022 - my_logger - INFO - ָ ӵָܻȣ/3WMA -2024-11-15 18:05:37,023 - my_logger - INFO - ָ ԭ1ܻ -2024-11-15 18:05:38,309 - my_logger - INFO - ָ ԭ4ֵܾ -2024-11-15 18:05:39,534 - my_logger - INFO - ָ ڻѲ -2024-11-15 18:05:39,534 - my_logger - INFO - ָ īѲ -2024-11-15 18:05:39,658 - my_logger - INFO - ָ ŦԼ۲Ѳ -2024-11-15 18:05:39,660 - my_logger - INFO - ָ ŷ޲ڻѲ -2024-11-15 18:05:39,660 - my_logger - INFO - ָ ŷѲ -2024-11-15 18:05:39,661 - my_logger - INFO - ָ ¼²Ѳ -2024-11-15 18:05:39,662 - my_logger - INFO - ָ ڻѲ -2024-11-15 18:05:39,663 - my_logger - INFO - ָ īѲ -2024-11-15 18:05:39,663 - my_logger - INFO - ָ ŦԼѲ -2024-11-15 18:05:39,664 - my_logger - INFO - ָ ŷ¹صѲ -2024-11-15 18:05:39,665 - my_logger - INFO - ָ ¼Ѳ -2024-11-15 18:05:42,805 - my_logger - INFO - ָ ú4ƽ -2024-11-15 18:05:44,691 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ/65DMA -2024-11-15 18:05:44,692 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ/65DMA -2024-11-15 18:05:44,693 - my_logger - INFO - ָ HO12ºԼѽ/65DMA -2024-11-15 18:05:44,693 - my_logger - INFO - ָ RBOB12ºԼѽ/65DMA -2024-11-15 18:05:44,694 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ -2024-11-15 18:05:44,695 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ -2024-11-15 18:05:44,696 - my_logger - INFO - ָ HO12ºԼѽ/5DMA -2024-11-15 18:05:44,696 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA -2024-11-15 18:05:48,166 - my_logger - INFO - ָ Brent1Լ۸/2DMA -2024-11-15 18:05:48,167 - my_logger - INFO - ָ Brent1Լ۸/7DMA -2024-11-15 18:05:48,168 - my_logger - INFO - ָ Brent1Լ۸/23DMA -2024-11-15 18:05:48,169 - my_logger - INFO - ָ ԭͿ泬/5ϲв/WTI c1-c6 -2024-11-15 18:05:48,169 - my_logger - INFO - ָ Brent1Լ۸/5DMA -2024-11-15 18:05:48,170 - my_logger - INFO - ָ Brent c1-c2/3 -2024-11-15 18:05:48,171 - my_logger - INFO - ָ PP̼ϲв/ڻ̼ۣԾԭ -2024-11-15 18:05:48,171 - my_logger - INFO - ָ Brent1Լ۸/11DMA -2024-11-15 18:05:48,172 - my_logger - INFO - ָ ɽѽ۲ϲв/ڻۣԾԭ -2024-11-15 18:05:48,173 - my_logger - INFO - ָ ɽѽ۲ϲв/ -2024-11-15 18:05:48,173 - my_logger - INFO - ָ ԭ(йʤ)ϲв/ԭ -2024-11-15 18:05:48,175 - my_logger - INFO - ָ Brent1Լ۸/21DMA -2024-11-15 18:05:48,175 - my_logger - INFO - ָ Brent1Լ۸/14DMA -2024-11-15 18:05:48,176 - my_logger - INFO - ָ Brent1Լ۸/15DMA -2024-11-15 18:05:48,177 - my_logger - INFO - ָ Brent1-12 -2024-11-15 18:05:55,649 - my_logger - INFO - ָ WTI c1-c36 -2024-11-15 18:05:55,650 - my_logger - INFO - ָ WTI c1-c24 -2024-11-15 18:05:55,651 - my_logger - INFO - ָ WTI c1-c12 -2024-11-15 18:05:57,865 - my_logger - INFO - ָ Brent c1-c36 -2024-11-15 18:05:57,867 - my_logger - INFO - ָ Brent c1-c24 -2024-11-15 18:05:57,868 - my_logger - INFO - ָ Brent c1-c12 -2024-11-15 18:06:01,683 - my_logger - INFO - ָ Brent1Լ۸1ջ -2024-11-15 18:06:01,684 - my_logger - INFO - ָ Brent1Լ۸1ջ -2024-11-15 18:06:01,685 - my_logger - INFO - ָ WTI1Լ۸ϲв/500ָ -2024-11-15 18:06:02,071 - my_logger - INFO - ָ Dubai2Լ۸ -2024-11-15 18:06:02,072 - my_logger - INFO - ָ Dubai4Լ۸ -2024-11-15 18:06:02,477 - my_logger - INFO - ָ RBOBڻ2212·ݺԼ۸ -2024-11-15 18:06:02,478 - my_logger - INFO - ָ RBOBڻ2301·ݺԼ۸ -2024-11-15 18:06:02,479 - my_logger - INFO - ָ RBOBڻ2306·ݺԼ۸ -2024-11-15 18:06:04,236 - my_logger - INFO - ָ Dubai7Լ۸ -2024-11-15 18:06:04,237 - my_logger - INFO - ָ Dubai9Լ۸ -2024-11-15 18:06:04,238 - my_logger - INFO - ָ ϰ7-9² -2024-11-15 18:06:05,259 - my_logger - INFO - ָ Brent2 -2024-11-15 18:06:05,260 - my_logger - INFO - ָ WTI2Լ۸ -2024-11-15 18:06:05,996 - my_logger - INFO - ָ WTI4Լ۸ -2024-11-15 18:06:06,733 - my_logger - INFO - ָ Brent4Լ۸ -2024-11-15 18:06:08,128 - my_logger - INFO - ָ WTI7Լ۸ -2024-11-15 18:06:08,366 - my_logger - INFO - ָ WTI12Լ۸ -2024-11-15 18:06:08,745 - my_logger - INFO - ָ 24Լ۸ -2024-11-15 18:06:09,479 - my_logger - INFO - ָ Brent6Լ۸ -2024-11-15 18:06:09,480 - my_logger - INFO - ָ Brent12Լ۸ -2024-11-15 18:06:09,481 - my_logger - INFO - ָ Brent9Լ -2024-11-15 18:06:09,481 - my_logger - INFO - ָ brent3Լ -2024-11-15 18:06:09,482 - my_logger - INFO - ָ Brent5 -2024-11-15 18:06:09,483 - my_logger - INFO - ָ Brent10Լ -2024-11-15 18:06:09,483 - my_logger - INFO - ָ Brent11Լ -2024-11-15 18:06:09,484 - my_logger - INFO - ָ WTI3Լ۸ -2024-11-15 18:06:09,485 - my_logger - INFO - ָ Brent 7Լ۸ -2024-11-15 18:06:09,485 - my_logger - INFO - ָ Brent8Լ۸ -2024-11-15 18:06:09,487 - my_logger - INFO - ָ Brent13 -2024-11-15 18:06:10,313 - my_logger - INFO - ָ ICE Brent c15 -2024-11-15 18:06:10,314 - my_logger - INFO - ָ ICE Brent c16 -2024-11-15 18:06:10,315 - my_logger - INFO - ָ ICE Brent c17 -2024-11-15 18:06:10,316 - my_logger - INFO - ָ ICE Brent c18 -2024-11-15 18:06:10,317 - my_logger - INFO - ָ ICE Brent c19 -2024-11-15 18:06:10,318 - my_logger - INFO - ָ ICE Brent c20 -2024-11-15 18:06:10,667 - my_logger - INFO - ָ ICE Brent c21 -2024-11-15 18:06:10,668 - my_logger - INFO - ָ ICE Brent c22 -2024-11-15 18:06:10,668 - my_logger - INFO - ָ ICE Brent c23 -2024-11-15 18:06:10,669 - my_logger - INFO - ָ ICE Brent c25 -2024-11-15 18:06:10,670 - my_logger - INFO - ָ ICE Brent c26 -2024-11-15 18:06:10,670 - my_logger - INFO - ָ ICE Brent c27 -2024-11-15 18:06:10,671 - my_logger - INFO - ָ ICE Brent c28 -2024-11-15 18:06:10,673 - my_logger - INFO - ָ ICE Brent c29 -2024-11-15 18:06:10,673 - my_logger - INFO - ָ ICE Brent c30 -2024-11-15 18:06:10,673 - my_logger - INFO - ָ ICE Brent c31 -2024-11-15 18:06:10,674 - my_logger - INFO - ָ ICE Brent c32 -2024-11-15 18:06:10,675 - my_logger - INFO - ָ ICE Brent c33 -2024-11-15 18:06:10,676 - my_logger - INFO - ָ ICE Brent c34 -2024-11-15 18:06:10,676 - my_logger - INFO - ָ ICE Brent c35 -2024-11-15 18:06:10,677 - my_logger - INFO - ָ ICE Brent c36 -2024-11-15 18:06:11,744 - my_logger - INFO - ָ NYMWX WTI c6 -2024-11-15 18:06:11,745 - my_logger - INFO - ָ NYMWX WTI c8 -2024-11-15 18:06:11,746 - my_logger - INFO - ָ NYMWX WTI c9 -2024-11-15 18:06:11,747 - my_logger - INFO - ָ NYMWX WTI c10 -2024-11-15 18:06:11,748 - my_logger - INFO - ָ NYMWX WTI c11 -2024-11-15 18:06:11,748 - my_logger - INFO - ָ NYMWX WTI c13 -2024-11-15 18:06:11,749 - my_logger - INFO - ָ NYMWX WTI c14 -2024-11-15 18:06:11,750 - my_logger - INFO - ָ NYMWX WTI c15 -2024-11-15 18:06:11,751 - my_logger - INFO - ָ NYMWX WTI c16 -2024-11-15 18:06:11,751 - my_logger - INFO - ָ NYMWX WTI c17 -2024-11-15 18:06:11,752 - my_logger - INFO - ָ NYMWX WTI c18 -2024-11-15 18:06:11,753 - my_logger - INFO - ָ NYMWX WTI c19 -2024-11-15 18:06:11,754 - my_logger - INFO - ָ NYMWX WTI c20 -2024-11-15 18:06:11,755 - my_logger - INFO - ָ NYMWX WTI c21 -2024-11-15 18:06:11,755 - my_logger - INFO - ָ NYMWX WTI c22 -2024-11-15 18:06:11,756 - my_logger - INFO - ָ NYMWX WTI c23 -2024-11-15 18:06:11,757 - my_logger - INFO - ָ NYMWX WTI c25 -2024-11-15 18:06:11,758 - my_logger - INFO - ָ NYMWX WTI c26 -2024-11-15 18:06:11,758 - my_logger - INFO - ָ NYMWX WTI c27 -2024-11-15 18:06:11,759 - my_logger - INFO - ָ NYMWX WTI c28 -2024-11-15 18:06:11,760 - my_logger - INFO - ָ NYMWX WTI c29 -2024-11-15 18:06:11,760 - my_logger - INFO - ָ NYMWX WTI c30 -2024-11-15 18:06:11,761 - my_logger - INFO - ָ NYMWX WTI c31 -2024-11-15 18:06:11,762 - my_logger - INFO - ָ NYMWX WTI c32 -2024-11-15 18:06:11,763 - my_logger - INFO - ָ NYMWX WTI c33 -2024-11-15 18:06:11,763 - my_logger - INFO - ָ NYMWX WTI c34 -2024-11-15 18:06:11,764 - my_logger - INFO - ָ NYMWX WTI c35 -2024-11-15 18:06:11,765 - my_logger - INFO - ָ NYMWX WTI c36 -2024-11-15 18:06:12,085 - my_logger - INFO - ָ INE SC c2 -2024-11-15 18:06:12,085 - my_logger - INFO - ָ INE SC c3 -2024-11-15 18:06:12,086 - my_logger - INFO - ָ INE SC c4 -2024-11-15 18:06:12,087 - my_logger - INFO - ָ INE SC c5 -2024-11-15 18:06:12,088 - my_logger - INFO - ָ INE SC c6 -2024-11-15 18:06:12,088 - my_logger - INFO - ָ INE SC c7 -2024-11-15 18:06:12,089 - my_logger - INFO - ָ INE SC c8 -2024-11-15 18:06:12,090 - my_logger - INFO - ָ INE SC c9 -2024-11-15 18:06:12,091 - my_logger - INFO - ָ INE SC c10 -2024-11-15 18:06:12,091 - my_logger - INFO - ָ INE SC c11 -2024-11-15 18:06:12,092 - my_logger - INFO - ָ INE SC c12 -2024-11-15 18:06:12,093 - my_logger - INFO - ָ INE SC c13 -2024-11-15 18:06:12,094 - my_logger - INFO - ָ INE SC c14 -2024-11-15 18:06:12,094 - my_logger - INFO - ָ INE SC c15 -2024-11-15 18:06:12,095 - my_logger - INFO - ָ INE SC c16 -2024-11-15 18:06:12,096 - my_logger - INFO - ָ INE SC c17 -2024-11-15 18:06:12,096 - my_logger - INFO - ָ INE SC c18 -2024-11-15 18:06:12,097 - my_logger - INFO - ָ INE SC c19 -2024-11-15 18:06:12,098 - my_logger - INFO - ָ INE SC c20 -2024-11-15 18:06:12,098 - my_logger - INFO - ָ EFS c1 -2024-11-15 18:06:12,099 - my_logger - INFO - ָ EFS c2 -2024-11-15 18:06:12,099 - my_logger - INFO - ָ EFS c3 -2024-11-15 18:06:12,100 - my_logger - INFO - ָ EFS c4 -2024-11-15 18:06:12,100 - my_logger - INFO - ָ EFS c5 -2024-11-15 18:06:12,101 - my_logger - INFO - ָ EFS c6 -2024-11-15 18:06:12,102 - my_logger - INFO - ָ Dubai Swap c15 -2024-11-15 18:06:12,103 - my_logger - INFO - ָ Dubai Swap c16 -2024-11-15 18:06:12,104 - my_logger - INFO - ָ Dubai Swap c17 -2024-11-15 18:06:12,104 - my_logger - INFO - ָ Dubai Swap c18 -2024-11-15 18:06:12,105 - my_logger - INFO - ָ Dubai Swap c19 -2024-11-15 18:06:12,106 - my_logger - INFO - ָ Dubai Swap c20 -2024-11-15 18:06:12,107 - my_logger - INFO - ָ Dubai Swap c21 -2024-11-15 18:06:12,108 - my_logger - INFO - ָ Dubai Swap c22 -2024-11-15 18:06:12,324 - my_logger - INFO - ָ Oman Swap c2 -2024-11-15 18:06:12,325 - my_logger - INFO - ָ Oman Swap c3 -2024-11-15 18:06:12,325 - my_logger - INFO - ָ Oman Swap c4 -2024-11-15 18:06:12,327 - my_logger - INFO - ָ Oman Swap c5 -2024-11-15 18:06:12,327 - my_logger - INFO - ָ Oman Swap c6 -2024-11-15 18:06:12,328 - my_logger - INFO - ָ Oman Swap c7 -2024-11-15 18:06:12,329 - my_logger - INFO - ָ Oman Swap c8 -2024-11-15 18:06:12,330 - my_logger - INFO - ָ Oman Swap c9 -2024-11-15 18:06:12,330 - my_logger - INFO - ָ Oman Swap c10 -2024-11-15 18:06:12,331 - my_logger - INFO - ָ Oman Swap c11 -2024-11-15 18:06:12,332 - my_logger - INFO - ָ Oman Swap c12 -2024-11-15 18:06:12,332 - my_logger - INFO - ָ Oman Swap c13 -2024-11-15 18:06:12,333 - my_logger - INFO - ָ Oman Swap c14 -2024-11-15 18:06:12,334 - my_logger - INFO - ָ Oman Swap c15 -2024-11-15 18:06:12,334 - my_logger - INFO - ָ Oman Swap c16 -2024-11-15 18:06:12,335 - my_logger - INFO - ָ Oman Swap c17 -2024-11-15 18:06:12,336 - my_logger - INFO - ָ Oman Swap c18 -2024-11-15 18:06:12,336 - my_logger - INFO - ָ Oman Swap c19 -2024-11-15 18:06:12,337 - my_logger - INFO - ָ Oman Swap c20 -2024-11-15 18:06:12,337 - my_logger - INFO - ָ Oman Swap c21 -2024-11-15 18:06:12,338 - my_logger - INFO - ָ Oman Swap c22 -2024-11-15 18:06:12,339 - my_logger - INFO - ָ Oman Swap c23 -2024-11-15 18:06:12,340 - my_logger - INFO - ָ Oman Swap c24 -2024-11-15 18:06:12,340 - my_logger - INFO - ָ Oman Swap c25 -2024-11-15 18:06:12,341 - my_logger - INFO - ָ Oman Swap c26 -2024-11-15 18:06:12,342 - my_logger - INFO - ָ Oman Swap c27 -2024-11-15 18:06:12,342 - my_logger - INFO - ָ Oman Swap c28 -2024-11-15 18:06:12,343 - my_logger - INFO - ָ Oman Swap c29 -2024-11-15 18:06:12,344 - my_logger - INFO - ָ Oman Swap c30 -2024-11-15 18:06:12,345 - my_logger - INFO - ָ Oman Swap c31 -2024-11-15 18:06:12,346 - my_logger - INFO - ָ Oman Swap c32 -2024-11-15 18:06:12,346 - my_logger - INFO - ָ Oman Swap c33 -2024-11-15 18:06:12,348 - my_logger - INFO - ָ Oman Swap c34 -2024-11-15 18:06:12,348 - my_logger - INFO - ָ Oman Swap c35 -2024-11-15 18:06:12,349 - my_logger - INFO - ָ Oman Swap c36 -2024-11-15 18:06:12,349 - my_logger - INFO - ָ Oman Swap c37 -2024-11-15 18:06:12,350 - my_logger - INFO - ָ Oman Swap c38 -2024-11-15 18:06:12,899 - my_logger - INFO - ָ DME Oman c2 -2024-11-15 18:06:12,900 - my_logger - INFO - ָ DME Oman c3 -2024-11-15 18:06:12,901 - my_logger - INFO - ָ DME Oman c4 -2024-11-15 18:06:12,902 - my_logger - INFO - ָ DME Oman c5 -2024-11-15 18:06:12,903 - my_logger - INFO - ָ DME Oman c6 -2024-11-15 18:06:13,122 - my_logger - INFO - ָ Murban Futures c2 -2024-11-15 18:06:13,123 - my_logger - INFO - ָ Murban Futures c3 -2024-11-15 18:06:13,124 - my_logger - INFO - ָ Murban Futures c4 -2024-11-15 18:06:13,124 - my_logger - INFO - ָ Murban Futures c5 -2024-11-15 18:06:13,126 - my_logger - INFO - ָ Murban Futures c6 -2024-11-15 18:06:22,421 - my_logger - INFO - ָ EFS c1-c2 -2024-11-15 18:06:22,422 - my_logger - INFO - ָ TD3C ˷ c1-c2 -2024-11-15 18:06:24,809 - my_logger - INFO - ָ SC c1-c2/7DMA -2024-11-15 18:06:24,980 - my_logger - INFO - ָ Ѳ-Ѳ -2024-11-15 18:06:24,981 - my_logger - INFO - ָ Brent c1-c2 () -2024-11-15 18:06:30,131 - my_logger - INFO - ָ Brent c1-c2 (B) -2024-11-15 18:06:30,445 - my_logger - INFO - ָ WTI c1-c2 (B) -2024-11-15 18:06:30,724 - my_logger - INFO - ָ DME Oman c1 02:30̼Ԥ -2024-11-15 18:06:30,725 - my_logger - INFO - ָ DME Oman c2 02:30̼Ԥ -2024-11-15 18:06:33,951 - my_logger - INFO - ָ ƷͿ1ܻ -2024-11-15 18:06:33,952 - my_logger - INFO - ָ PADD1ԭͿ1ܻ -2024-11-15 18:06:33,953 - my_logger - INFO - ָ PADD3ԭͿ1ܻ -2024-11-15 18:06:33,953 - my_logger - INFO - ָ PADD2ԭͿ1ܻ -2024-11-15 18:06:33,955 - my_logger - INFO - ָ PADD5ԭͿ1ܻ -2024-11-15 18:06:33,955 - my_logger - INFO - ָ PADD4ԭͿ1ܻ -2024-11-15 18:06:36,159 - my_logger - INFO - ָ ԭͿ1ܻ -2024-11-15 18:06:36,487 - my_logger - INFO - ָ սԴԭͿ1ܻ -2024-11-15 18:06:36,488 - my_logger - INFO - ָ ҵԭͿ1ܻ -2024-11-15 18:06:42,995 - my_logger - INFO - ָ жԭͳɱ+˷ -2024-11-15 18:06:44,822 - my_logger - INFO - ָ Brentԭֻ۸/8DMA -2024-11-15 18:06:44,823 - my_logger - INFO - ָ ֻ:ԭ:ӢDtd/8DMA -2024-11-15 18:07:08,957 - my_logger - INFO - ָ Brent1Լ۸ϲв/Brent 2-3 -2024-11-15 18:07:08,957 - my_logger - INFO - ָ BrentC1-C21ջ -2024-11-15 18:07:19,964 - my_logger - INFO - ָ OMANԭԶֻDES30DMA -2024-11-15 18:07:21,895 - my_logger - INFO - ָ VLCCԭ˼ۣжձ -2024-11-15 18:07:27,468 - my_logger - INFO - ָ ж-йԭ˷ -2024-11-15 18:07:31,396 - my_logger - INFO - ָ ˹嵽йVLCCԭ˷ѣԪ/죩 -2024-11-15 18:07:31,397 - my_logger - INFO - ָ ˹嵽¼VLCC˷ -2024-11-15 18:07:34,022 - my_logger - INFO - ָ ԭͲ -2024-11-15 18:07:44,983 - my_logger - INFO - ָ Brent1Լ۸ϲв/DFL -2024-11-15 18:07:45,837 - my_logger - INFO - ָ SC c3-޳ɱ/7DMA -2024-11-15 18:07:57,720 - my_logger - INFO - ָ ;ڣܶȣ1ܻ -2024-11-15 18:07:58,266 - my_logger - INFO - ָ ҳ͹˾ɼ -2024-11-15 18:07:58,579 - my_logger - INFO - ָ ܶԭͲ1ܻ -2024-11-15 18:07:58,580 - my_logger - INFO - ָ EIAܶNGLͬ -2024-11-15 18:07:58,580 - my_logger - INFO - ָ ԭͻԾͬ -2024-11-15 18:07:58,757 - my_logger - INFO - ָ ԭͣӪʣйܣնȱƵ -2024-11-15 18:07:59,139 - my_logger - INFO - ָ ԭܶȵ/4WMA -2024-11-15 18:07:59,140 - my_logger - INFO - ָ FCCװü -2024-11-15 18:07:59,141 - my_logger - INFO - ָ VDUװü -2024-11-15 18:07:59,436 - my_logger - INFO - ָ CDUװü -2024-11-15 18:07:59,437 - my_logger - INFO - ָ װü -2024-11-15 18:07:59,621 - my_logger - INFO - ָ ˹CDUװü -2024-11-15 18:07:59,896 - my_logger - INFO - ָ CDU -2024-11-15 18:07:59,897 - my_logger - INFO - ָ CDU/7DMA -2024-11-15 18:07:59,898 - my_logger - INFO - ָ CDU/5 -2024-11-15 18:08:00,137 - my_logger - INFO - ָ FCCװü/3 -2024-11-15 18:08:00,138 - my_logger - INFO - ָ ŷFCCװü -2024-11-15 18:08:00,139 - my_logger - INFO - ָ ŷFCCװü/7DMA -2024-11-15 18:08:00,140 - my_logger - INFO - ָ ŷѻװü -2024-11-15 18:08:00,141 - my_logger - INFO - ָ ŷѻװü/7DMA -2024-11-15 18:08:00,141 - my_logger - INFO - ָ FCCװü/7DMA -2024-11-15 18:08:00,142 - my_logger - INFO - ָ CDUװü/3 -2024-11-15 18:08:00,144 - my_logger - INFO - ָ йCDU -2024-11-15 18:08:00,723 - my_logger - INFO - ָ ȫװüޣǧͰ/գ -2024-11-15 18:08:00,724 - my_logger - INFO - ָ ȫװüޣǧͰ/գ -2024-11-15 18:08:00,724 - my_logger - INFO - ָ ȫCDUװüޣǧͰ/գ -2024-11-15 18:08:02,003 - my_logger - INFO - ָ ŷCDUװü -2024-11-15 18:08:02,004 - my_logger - INFO - ָ кCDUװü -2024-11-15 18:08:02,005 - my_logger - INFO - ָ ŷCDUװü -2024-11-15 18:08:02,006 - my_logger - INFO - ָ ŷCDUװü -2024-11-15 18:08:07,709 - my_logger - INFO - ָ ԭͻԾ1ܻ -2024-11-15 18:08:09,213 - my_logger - INFO - ָ ҳ͹˾EOG ɼ -2024-11-15 18:08:09,214 - my_logger - INFO - ָ ʯ͹˾ɼ -2024-11-15 18:08:09,215 - my_logger - INFO - ָ Pioneer˾ɼ -2024-11-15 18:08:09,215 - my_logger - INFO - ָ HESS˾ɼ -2024-11-15 18:08:09,217 - my_logger - INFO - ָ ʯ͹˾ɼ -2024-11-15 18:08:09,217 - my_logger - INFO - ָ Coterra˾ɼ -2024-11-15 18:08:09,218 - my_logger - INFO - ָ Concho Resources ˾ɼ -2024-11-15 18:08:09,219 - my_logger - INFO - ָ Black Stone Minerals LPɼ -2024-11-15 18:08:09,219 - my_logger - INFO - ָ Continental Resources Incɼ -2024-11-15 18:08:09,220 - my_logger - INFO - ָ Diamondback Energy Incɼ -2024-11-15 18:08:09,789 - my_logger - INFO - ָ Դɼ -2024-11-15 18:08:11,181 - my_logger - INFO - ָ Ҫ4ƽԭͺ˽ںϼ -2024-11-15 18:08:11,182 - my_logger - INFO - ָ DOE-ú1ܻ -2024-11-15 18:08:11,183 - my_logger - INFO - ָ DOE-ȼ;1ܻ -2024-11-15 18:08:11,184 - my_logger - INFO - ָ DOE-;1ܻ -2024-11-15 18:08:11,185 - my_logger - INFO - ָ ԭܶȾ1ܻ -2024-11-15 18:08:12,976 - my_logger - INFO - ָ ԭܳ4ƽ -2024-11-15 18:08:14,121 - my_logger - INFO - ָ жйԭ˷ -2024-11-15 18:08:15,718 - my_logger - INFO - ָ DoC4ƽԭͺ˳ -2024-11-15 18:08:15,719 - my_logger - INFO - ָ FSU-ݽ4ƽԭͺ˳ -2024-11-15 18:08:15,720 - my_logger - INFO - ָ FSU-˹4ƽԭͺ˳ -2024-11-15 18:08:15,720 - my_logger - INFO - ָ FSU-˹̹4ƽԭͺ˳ -2024-11-15 18:08:15,721 - my_logger - INFO - ָ FSU-˹̹4ƽԭͺ˳ -2024-11-15 18:08:15,722 - my_logger - INFO - ָ Non-OPEC DoC4ƽԭͺ˳ -2024-11-15 18:08:15,722 - my_logger - INFO - ָ OPEC4ƽԭͺ˳ -2024-11-15 18:08:15,723 - my_logger - INFO - ָ OPEC4ƽԭͺ˳ -2024-11-15 18:08:15,723 - my_logger - INFO - ָ OPEC4ƽԭͺ˳ -2024-11-15 18:08:15,725 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-15 18:08:15,725 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-15 18:08:15,726 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-15 18:08:15,727 - my_logger - INFO - ָ -յ4ƽԭͺ˳ -2024-11-15 18:08:15,727 - my_logger - INFO - ָ -ô4ƽԭͺ˳ -2024-11-15 18:08:15,728 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-15 18:08:15,729 - my_logger - INFO - ָ -͢4ƽԭͺ˳ -2024-11-15 18:08:15,729 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-15 18:08:15,730 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-15 18:08:15,731 - my_logger - INFO - ָ -͸絺4ƽԭͺ˳ -2024-11-15 18:08:15,731 - my_logger - INFO - ָ -϶4ƽԭͺ˳ -2024-11-15 18:08:15,732 - my_logger - INFO - ָ -ױ4ƽԭͺ˳ -2024-11-15 18:08:15,733 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-15 18:08:15,733 - my_logger - INFO - ָ -ī4ƽԭͺ˳ -2024-11-15 18:08:15,734 - my_logger - INFO - ָ -ί4ƽԭͺ˳ -2024-11-15 18:08:15,734 - my_logger - INFO - ָ ŷ-Ų4ƽԭͺ˳ -2024-11-15 18:08:15,735 - my_logger - INFO - ָ ŷ-Ӣ4ƽԭͺ˳ -2024-11-15 18:08:15,735 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-15 18:08:15,736 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-15 18:08:15,737 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-15 18:08:15,737 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-15 18:08:15,738 - my_logger - INFO - ָ ̫-Ĵ4ƽԭͺ˳ -2024-11-15 18:08:15,738 - my_logger - INFO - ָ ̫-4ƽԭͺ˳ -2024-11-15 18:08:15,739 - my_logger - INFO - ָ ̫-4ƽԭͺ˳ -2024-11-15 18:08:15,740 - my_logger - INFO - ָ ̫-ӡ4ƽԭͺ˳ -2024-11-15 18:08:15,740 - my_logger - INFO - ָ ж-4ƽԭͺ˳ -2024-11-15 18:08:15,741 - my_logger - INFO - ָ ж-4ƽԭͺ˳ -2024-11-15 18:08:15,742 - 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my_logger - INFO - ָ Ϳ泬3ٷֱ -2024-11-15 18:08:32,489 - my_logger - INFO - ָ SCvsBrent -2024-11-15 18:08:32,489 - my_logger - INFO - ָ WTI1Լ۸ѽ۲(17)60 -2024-11-15 18:08:32,490 - my_logger - INFO - ָ ѽ۲ϲв/NYMEX RBOBѽ۲(18)90 -2024-11-15 18:08:32,491 - my_logger - INFO - ָ Brent1Լ۸ϲв/ԪָBrent1Լ۸2ܹ -2024-11-15 18:08:32,492 - my_logger - INFO - ָ ԭͿͿֵ -2024-11-15 18:08:32,492 - my_logger - INFO - ָ ɽۺBrent1Լ۸(4)60 -2024-11-15 18:08:32,493 - my_logger - INFO - ָ Brent c1/Comexͭ c1 -2024-11-15 18:08:32,494 - my_logger - INFO - ָ ԭ1ܻ*-1 -2024-11-15 18:08:32,495 - my_logger - INFO - ָ Եηָ/30DMA -2024-11-15 18:08:32,495 - my_logger - INFO - ָ Եηָ/14DMA -2024-11-15 18:08:32,496 - my_logger - INFO - ָ Եηָ/7DMA -2024-11-15 18:08:32,496 - my_logger - INFO - ָ Brent1Լ۸ϲв/GPRD_MA30 -2024-11-15 18:08:32,498 - my_logger - INFO - ָ WTI1Լ۸ϲв/WTI1-4 -2024-11-15 18:08:32,498 - my_logger - INFO - ָ RBOB/CBOB -2024-11-15 18:08:32,499 - my_logger - INFO - ָ Brent1Լ۸ϲв/Ԫָ -2024-11-15 18:08:32,500 - my_logger - INFO - 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my_logger - INFO - ָ ŷ޳Ʒͺ˽ -2024-11-15 18:08:32,687 - my_logger - INFO - ָ ͺ˳/4WMA -2024-11-15 18:08:32,688 - my_logger - INFO - ָ ͺ˳ -2024-11-15 18:08:32,689 - my_logger - INFO - ָ ˹ͺ˳ -2024-11-15 18:08:32,689 - my_logger - INFO - ָ ˹Ʒͺ˳ -2024-11-15 18:08:32,690 - my_logger - INFO - ָ ͺ˳ -2024-11-15 18:08:32,691 - my_logger - INFO - ָ Ʒͺ˳ -2024-11-15 18:08:32,691 - my_logger - INFO - ָ ˹ͺ˳ -2024-11-15 18:08:34,135 - my_logger - INFO - ['ovx index', 'dxy curncy', 'C2403128043', 'C2403150124', 'FVHCM1 INDEX', 'doedtprd index', 'CFFDQMMN INDEX', 'C2403083739', 'C2404167878', 'lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404167855'] -2024-11-15 18:08:34,136 - my_logger - INFO - ovx index -2024-11-15 18:08:34,676 - my_logger - INFO - dxy curncy -2024-11-15 18:08:35,433 - my_logger - INFO - C2403128043 -2024-11-15 18:08:36,180 - my_logger - INFO - C2403150124 -2024-11-15 18:08:37,118 - my_logger - INFO - FVHCM1 INDEX -2024-11-15 18:08:37,552 - my_logger - INFO - doedtprd index -2024-11-15 18:08:37,877 - my_logger - INFO - CFFDQMMN INDEX -2024-11-15 18:08:38,124 - my_logger - INFO - C2403083739 -2024-11-15 18:08:38,374 - my_logger - INFO - C2404167878 -2024-11-15 18:08:38,623 - my_logger - INFO - lmcads03 lme comdty -2024-11-15 18:08:39,113 - my_logger - INFO - GC1 COMB Comdty -2024-11-15 18:08:39,895 - my_logger - INFO - C2404167855 -2024-11-15 18:08:40,710 - my_logger - INFO - date ::ͳͶʹ::ֵ :ͳͶʹ::ֵ ... lmcads03 lme comdty GC1 COMB Comdty C2404167855 -1733 2024-11-15 NaN NaN ... NaN NaN NaN -8289 2024-11-14 NaN NaN ... 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my_logger - INFO - ָ 4ƽԭͺ˽ +2024-11-21 14:15:06,215 - my_logger - INFO - ָ Ĵ4ƽԭͺ˽ +2024-11-21 14:15:19,497 - my_logger - INFO - ָ ձܶԭͺ˽ +2024-11-21 14:15:21,613 - my_logger - INFO - ָ ж-ܶԭͺ˳/4WMA +2024-11-21 14:15:21,614 - my_logger - INFO - ָ ж-ܶԭͺ˳/4WMA +2024-11-21 14:15:21,614 - my_logger - INFO - ָ ж-ܶԭͺ˳/4WMA +2024-11-21 14:15:21,740 - my_logger - INFO - ָ Kpler-OPECжԭͺ˳/4WMA +2024-11-21 14:15:21,741 - my_logger - INFO - ָ ԭͺ˳/4WMA +2024-11-21 14:15:21,741 - my_logger - INFO - ָ iraq/4WMA +2024-11-21 14:15:21,742 - my_logger - INFO - ָ Venezuela/4WMA +2024-11-21 14:15:21,742 - my_logger - INFO - ָ Kpler-ɳԭͳ/4WMA +2024-11-21 14:15:21,743 - my_logger - INFO - ָ Kpler-OPECԭͺ˳/4WMA +2024-11-21 14:15:21,743 - my_logger - INFO - ָ Kpler-OPEC+ԭͺ˳/4WMA +2024-11-21 14:15:21,744 - my_logger - INFO - ָ Kpler-ɳԭͳ +2024-11-21 14:15:21,744 - my_logger - INFO - ָ Kpler-OPEC+ԭͺ˳ +2024-11-21 14:15:21,745 - my_logger - INFO - ָ Kpler-OPEC+OPECԭͺ˳ +2024-11-21 14:15:21,745 - my_logger - INFO - ָ Kpler-OPECԭͺ˳ +2024-11-21 14:15:21,746 - my_logger - INFO - ָ Kpler-OPECжԭͺ˳ +2024-11-21 14:15:21,746 - my_logger - INFO - ָ Kpler-ԭͺ˳ +2024-11-21 14:15:21,746 - my_logger - INFO - ָ Kpler-ԭͺ˳ +2024-11-21 14:15:21,747 - my_logger - INFO - ָ ԭͺ˳ +2024-11-21 14:15:21,827 - my_logger - INFO - ָ ŷԭͺ˽/4WMA +2024-11-21 14:15:21,828 - my_logger - INFO - ָ ձԭͺ˽ +2024-11-21 14:15:21,829 - my_logger - INFO - ָ ¹ԭͺ˽ +2024-11-21 14:15:21,829 - my_logger - INFO - ָ ŷԭͺ˽ +2024-11-21 14:15:21,829 - my_logger - INFO - ָ ӡԭͺ˽ +2024-11-21 14:15:21,830 - my_logger - INFO - ָ йԭͺ˽ +2024-11-21 14:15:21,957 - my_logger - INFO - ָ Ϳ泬3ٷֱ +2024-11-21 14:15:21,958 - my_logger - INFO - ָ SCvsBrent +2024-11-21 14:15:21,959 - my_logger - INFO - ָ WTI1Լ۸ѽ۲(17)60 +2024-11-21 14:15:21,959 - my_logger - INFO - ָ ѽ۲ϲв/NYMEX RBOBѽ۲(18)90 +2024-11-21 14:15:21,960 - my_logger - INFO - ָ Brent1Լ۸ϲв/ԪָBrent1Լ۸2ܹ +2024-11-21 14:15:21,960 - my_logger - INFO - ָ ԭͿͿֵ +2024-11-21 14:15:21,961 - my_logger - INFO - ָ ɽۺBrent1Լ۸(4)60 +2024-11-21 14:15:21,961 - my_logger - INFO - ָ Brent c1/Comexͭ c1 +2024-11-21 14:15:21,962 - my_logger - INFO - ָ ԭ1ܻ*-1 +2024-11-21 14:15:21,962 - my_logger - INFO - ָ Եηָ/30DMA +2024-11-21 14:15:21,962 - my_logger - INFO - ָ Եηָ/14DMA +2024-11-21 14:15:21,963 - my_logger - INFO - ָ Եηָ/7DMA +2024-11-21 14:15:21,963 - my_logger - INFO - ָ Brent1Լ۸ϲв/GPRD_MA30 +2024-11-21 14:15:21,964 - my_logger - INFO - ָ WTI1Լ۸ϲв/WTI1-4 +2024-11-21 14:15:21,964 - my_logger - INFO - ָ RBOB/CBOB +2024-11-21 14:15:21,965 - my_logger - INFO - ָ Brent1Լ۸ϲв/Ԫָ +2024-11-21 14:15:21,965 - my_logger - INFO - ָ Brent1Լ۸ϲв/Brent1-2² +2024-11-21 14:15:21,966 - my_logger - INFO - ָ Brent1Լ۸Brent1Լ۸ϲв/BRENT 211ѽ۲150 +2024-11-21 14:15:21,966 - my_logger - INFO - ָ Brent1Լ۸Brent1Լ۸ϲв/DFL150 +2024-11-21 14:15:21,966 - my_logger - INFO - ָ /ҵԭͿ- +2024-11-21 14:15:22,048 - my_logger - INFO - ָ ӡȳƷͺ˽/4WMA +2024-11-21 14:15:22,048 - my_logger - INFO - ָ йƷͺ˽/4WMA +2024-11-21 14:15:22,049 - my_logger - INFO - ָ ŷ޳Ʒͺ˽/4WMA +2024-11-21 14:15:22,049 - my_logger - 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INFO - ['ovx index', 'dxy curncy', 'C2403128043', 'C2403150124', 'FVHCM1 INDEX', 'doedtprd index', 'CFFDQMMN INDEX', 'C2403083739', 'C2404167878', 'lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404167855'] +2024-11-21 14:15:23,499 - my_logger - INFO - ovx index +2024-11-21 14:15:24,050 - my_logger - INFO - dxy curncy +2024-11-21 14:15:24,769 - my_logger - INFO - C2403128043 +2024-11-21 14:15:25,480 - my_logger - INFO - C2403150124 +2024-11-21 14:15:26,362 - my_logger - INFO - FVHCM1 INDEX +2024-11-21 14:15:26,796 - my_logger - INFO - doedtprd index +2024-11-21 14:15:27,064 - my_logger - INFO - CFFDQMMN INDEX +2024-11-21 14:15:27,293 - my_logger - INFO - C2403083739 +2024-11-21 14:15:27,533 - my_logger - INFO - C2404167878 +2024-11-21 14:15:27,806 - my_logger - INFO - lmcads03 lme comdty +2024-11-21 14:15:28,431 - my_logger - INFO - GC1 COMB Comdty +2024-11-21 14:15:29,348 - my_logger - INFO - C2404167855 +2024-11-21 14:15:30,416 - my_logger - INFO - date ::ͳͶʹ::ֵ :ͳͶʹ::ֵ ... lmcads03 lme comdty GC1 COMB Comdty C2404167855 +8289 2024-11-21 NaN NaN ... NaN NaN NaN +8290 2024-11-20 NaN NaN ... NaN 2653.1 38.0919 +8291 2024-11-19 NaN NaN ... 9087.5 2631.0 37.9161 +8292 2024-11-18 NaN NaN ... 9072.5 2614.6 37.8051 +11273 2024-11-17 NaN NaN ... NaN NaN NaN [5 rows x 504 columns] -2024-11-15 18:11:28,243 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:11:28,249 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:11:28,251 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:11:28,254 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:11:28,257 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:11:28,261 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:11:28,264 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 -2024-11-15 18:11:28,268 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 -2024-11-15 18:11:28,272 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-15 18:11:28,276 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 -2024-11-15 18:11:28,279 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 -2024-11-15 18:11:28,284 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 -2024-11-15 18:11:28,289 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 18:11:28,292 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 18:11:28,294 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 18:11:28,298 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 -2024-11-15 18:11:28,302 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-15 18:11:28,306 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-15 18:11:28,309 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 -2024-11-15 18:11:28,313 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 -2024-11-15 18:11:28,319 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 -2024-11-15 18:11:28,323 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-15 18:11:28,326 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 -2024-11-15 18:11:28,330 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-15 18:11:28,334 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 -2024-11-15 18:11:28,338 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 -2024-11-15 18:11:28,341 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 -2024-11-15 18:11:28,344 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 -2024-11-15 18:11:28,347 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 -2024-11-15 18:11:28,350 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-15 18:11:28,353 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-15 18:11:28,357 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-15 18:11:28,360 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-15 18:11:28,365 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-14 -2024-11-15 18:11:28,368 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-14 -2024-11-15 18:11:28,372 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-14 -2024-11-15 18:11:28,376 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-14 -2024-11-15 18:11:28,380 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-14 -2024-11-15 18:11:28,384 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-14 -2024-11-15 18:11:28,389 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-14 -2024-11-15 18:11:28,393 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-14 -2024-11-15 18:11:28,397 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-14 -2024-11-15 18:11:28,400 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-14 -2024-11-15 18:11:28,404 - my_logger - INFO - Column ͵һ was last updated at 2024-11-14 -2024-11-15 18:11:28,406 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 -2024-11-15 18:11:28,410 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-14 -2024-11-15 18:11:28,414 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-14 -2024-11-15 18:11:28,418 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-14 -2024-11-15 18:11:28,421 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-14 -2024-11-15 18:11:28,424 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-14 -2024-11-15 18:11:28,428 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-14 -2024-11-15 18:11:28,432 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-14 -2024-11-15 18:11:28,435 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-14 -2024-11-15 18:11:28,439 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-14 -2024-11-15 18:11:28,443 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-14 -2024-11-15 18:11:28,447 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-14 -2024-11-15 18:11:28,451 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-14 -2024-11-15 18:11:28,454 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-14 -2024-11-15 18:11:28,458 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-14 -2024-11-15 18:11:28,463 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-14 -2024-11-15 18:11:28,467 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-14 -2024-11-15 18:11:28,471 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-14 -2024-11-15 18:11:28,474 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-14 -2024-11-15 18:11:28,477 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-14 -2024-11-15 18:11:28,480 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-14 -2024-11-15 18:11:28,483 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-14 -2024-11-15 18:11:28,487 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-14 -2024-11-15 18:11:28,490 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-14 -2024-11-15 18:11:28,493 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-14 -2024-11-15 18:11:28,497 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-14 -2024-11-15 18:11:28,500 - my_logger - INFO - Column SC۲ was last updated at 2024-11-13 -2024-11-15 18:11:28,504 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-14 -2024-11-15 18:11:28,508 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-14 -2024-11-15 18:11:28,511 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-15 -2024-11-15 18:11:28,515 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-14 -2024-11-15 18:11:28,520 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-14 -2024-11-15 18:11:28,524 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-14 -2024-11-15 18:11:28,527 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-14 -2024-11-15 18:11:28,530 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-14 -2024-11-15 18:11:28,534 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-14 -2024-11-15 18:11:28,537 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-14 -2024-11-15 18:11:28,541 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 -2024-11-15 18:11:28,544 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 -2024-11-15 18:11:28,547 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 -2024-11-15 18:11:28,550 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 -2024-11-15 18:11:28,554 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-14 -2024-11-15 18:11:28,557 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-14 -2024-11-15 18:11:28,561 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-14 -2024-11-15 18:11:28,564 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-15 -2024-11-15 18:11:28,569 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-15 -2024-11-15 18:11:28,573 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-13 -2024-11-15 18:11:28,577 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 -2024-11-15 18:11:28,580 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-13 -2024-11-15 18:11:28,585 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-13 -2024-11-15 18:11:28,588 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 -2024-11-15 18:11:28,592 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 -2024-11-15 18:11:28,594 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-15 -2024-11-15 18:11:28,600 - my_logger - INFO - Column y was last updated at 2024-11-15 -2024-11-15 18:11:28,606 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-13 -2024-11-15 18:11:28,609 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-15 -2024-11-15 18:11:28,612 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-14 -2024-11-15 18:11:28,616 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-15 -2024-11-15 18:11:28,621 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-14 -2024-11-15 18:11:28,624 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-14 -2024-11-15 18:11:28,628 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-14 -2024-11-15 18:11:28,631 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-14 -2024-11-15 18:11:28,635 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-14 -2024-11-15 18:11:28,637 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-14 -2024-11-15 18:11:28,642 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-14 -2024-11-15 18:11:28,645 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-14 -2024-11-15 18:11:28,648 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-14 -2024-11-15 18:11:28,651 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-14 -2024-11-15 18:11:28,655 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-14 -2024-11-15 18:11:28,659 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-14 -2024-11-15 18:11:28,662 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-14 -2024-11-15 18:11:28,667 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-14 -2024-11-15 18:11:28,671 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-14 -2024-11-15 18:11:28,675 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-14 -2024-11-15 18:11:28,678 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-15 -2024-11-15 18:11:28,681 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-14 -2024-11-15 18:11:28,684 - my_logger - INFO - Column Brent* was last updated at 2024-11-14 -2024-11-15 18:11:28,688 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-14 -2024-11-15 18:11:28,692 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-14 -2024-11-15 18:11:28,695 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-14 -2024-11-15 18:11:28,698 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-14 -2024-11-15 18:11:28,701 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 18:11:28,706 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 18:11:28,710 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 18:11:28,714 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-14 -2024-11-15 18:11:28,717 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-14 -2024-11-15 18:11:28,721 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-14 -2024-11-15 18:11:28,724 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-14 -2024-11-15 18:11:28,727 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-13 -2024-11-15 18:11:28,731 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-13 -2024-11-15 18:11:28,734 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-13 -2024-11-15 18:11:28,738 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-14 -2024-11-15 18:11:28,740 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-13 -2024-11-15 18:11:28,744 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-14 -2024-11-15 18:11:28,749 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-14 -2024-11-15 18:11:28,753 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 18:11:28,756 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 18:11:28,759 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 18:11:28,763 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 18:11:28,767 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-14 -2024-11-15 18:11:28,770 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-14 -2024-11-15 18:11:28,773 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-14 -2024-11-15 18:11:28,776 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 -2024-11-15 18:11:28,778 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 -2024-11-15 18:11:28,783 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 18:11:28,787 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 18:11:28,790 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 18:11:28,794 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 -2024-11-15 18:11:28,798 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 -2024-11-15 18:11:28,802 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-15 18:11:28,805 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 -2024-11-15 18:11:28,808 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 -2024-11-15 18:11:28,812 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 -2024-11-15 18:11:28,816 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 -2024-11-15 18:11:28,820 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 -2024-11-15 18:11:28,823 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 -2024-11-15 18:11:28,827 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 18:11:28,830 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 -2024-11-15 18:11:28,833 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 -2024-11-15 18:11:28,835 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 -2024-11-15 18:11:28,839 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 -2024-11-15 18:11:28,842 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 -2024-11-15 18:11:28,845 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 -2024-11-15 18:11:28,850 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 18:11:28,852 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-15 18:11:28,856 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 -2024-11-15 18:11:28,858 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-01 -2024-11-15 18:11:28,862 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 -2024-11-15 18:11:28,866 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 -2024-11-15 18:11:28,870 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 -2024-11-15 18:11:28,874 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 -2024-11-15 18:11:28,878 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-13 -2024-11-15 18:11:28,881 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-13 -2024-11-15 18:11:28,886 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-13 -2024-11-15 18:11:28,890 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-08 -2024-11-15 18:11:28,893 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-15 18:11:28,897 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 -2024-11-15 18:11:28,900 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 -2024-11-15 18:11:28,904 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 -2024-11-15 18:11:28,907 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 -2024-11-15 18:11:28,910 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 -2024-11-15 18:11:28,913 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 -2024-11-15 18:11:28,917 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 -2024-11-15 18:11:28,921 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 -2024-11-15 18:11:28,925 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-15 18:11:28,928 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-15 18:11:28,931 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-15 18:11:28,935 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 18:11:28,939 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 -2024-11-15 18:11:28,943 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-15 18:11:28,946 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 -2024-11-15 18:11:28,950 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-14 -2024-11-15 18:11:28,953 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-14 -2024-11-15 18:11:28,956 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-14 -2024-11-15 18:11:28,959 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-14 -2024-11-15 18:11:28,963 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-14 -2024-11-15 18:11:28,967 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-14 -2024-11-15 18:11:28,971 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-12 -2024-11-15 18:11:28,973 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-12 -2024-11-15 18:11:28,977 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-13 -2024-11-15 18:11:28,980 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-13 -2024-11-15 18:11:28,984 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-13 -2024-11-15 18:11:28,988 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-14 -2024-11-15 18:11:28,991 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-14 -2024-11-15 18:11:28,994 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-14 -2024-11-15 18:11:28,997 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-14 -2024-11-15 18:11:29,002 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-14 -2024-11-15 18:11:29,041 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-14 -2024-11-15 18:11:29,046 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-14 -2024-11-15 18:11:29,085 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-14 -2024-11-15 18:11:29,099 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-14 -2024-11-15 18:11:29,104 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-14 -2024-11-15 18:11:29,133 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-14 -2024-11-15 18:11:29,145 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-14 -2024-11-15 18:11:29,150 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-14 -2024-11-15 18:11:29,154 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-14 -2024-11-15 18:11:29,158 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-14 -2024-11-15 18:11:29,162 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-14 -2024-11-15 18:11:29,165 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-14 -2024-11-15 18:11:29,168 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-14 -2024-11-15 18:11:29,171 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-14 -2024-11-15 18:11:29,175 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-13 -2024-11-15 18:11:29,178 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-14 -2024-11-15 18:11:29,182 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-13 -2024-11-15 18:11:29,196 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-14 -2024-11-15 18:11:29,201 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-14 -2024-11-15 18:11:29,205 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-14 -2024-11-15 18:11:29,210 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-13 -2024-11-15 18:11:29,214 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-14 -2024-11-15 18:11:29,219 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:11:29,223 - my_logger - INFO - Column DFL was last updated at 2024-11-13 -2024-11-15 18:11:29,228 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-14 -2024-11-15 18:11:29,232 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-14 -2024-11-15 18:11:29,236 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-14 -2024-11-15 18:11:29,240 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-14 -2024-11-15 18:11:29,246 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-14 -2024-11-15 18:11:29,249 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-14 -2024-11-15 18:11:29,252 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-15 -2024-11-15 18:11:29,256 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-15 -2024-11-15 18:11:29,260 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-15 -2024-11-15 18:11:29,263 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-14 -2024-11-15 18:11:29,266 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-14 -2024-11-15 18:11:29,271 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-14 -2024-11-15 18:11:29,274 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-15 -2024-11-15 18:11:29,277 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 -2024-11-15 18:11:29,281 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-15 -2024-11-15 18:11:29,284 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-15 -2024-11-15 18:11:29,288 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-14 -2024-11-15 18:11:29,292 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 -2024-11-15 18:11:29,294 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-14 -2024-11-15 18:11:29,298 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-15 -2024-11-15 18:11:29,302 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-15 -2024-11-15 18:11:29,305 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-14 -2024-11-15 18:11:29,308 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-15 -2024-11-15 18:11:29,312 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-14 -2024-11-15 18:11:29,316 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-13 -2024-11-15 18:11:29,319 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-14 -2024-11-15 18:11:29,323 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-13 -2024-11-15 18:11:29,327 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-14 -2024-11-15 18:11:29,330 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-13 -2024-11-15 18:11:29,332 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-14 -2024-11-15 18:11:29,337 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 -2024-11-15 18:11:29,340 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-14 -2024-11-15 18:11:29,345 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 -2024-11-15 18:11:29,350 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:11:29,353 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:11:29,356 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:11:29,360 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 -2024-11-15 18:11:29,363 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-14 -2024-11-15 18:11:29,367 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:11:29,370 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-15 -2024-11-15 18:11:29,373 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-14 -2024-11-15 18:11:29,377 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:11:29,380 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-15 -2024-11-15 18:11:29,384 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-01 -2024-11-15 18:11:29,387 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-14 -2024-11-15 18:11:29,391 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-05 -2024-11-15 18:11:29,394 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-14 -2024-11-15 18:11:29,399 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-14 -2024-11-15 18:11:29,403 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-14 -2024-11-15 18:11:29,407 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-14 -2024-11-15 18:11:29,411 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-14 -2024-11-15 18:11:29,416 - my_logger - INFO - Column Oman FOB M2 was last updated at None -2024-11-15 18:11:29,419 - my_logger - INFO - Column Oman FOB M3 was last updated at None -2024-11-15 18:11:29,422 - my_logger - INFO - Column Oman FOB M4 was last updated at None -2024-11-15 18:11:29,425 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-13 -2024-11-15 18:11:29,429 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-13 -2024-11-15 18:11:29,433 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-15 18:11:29,437 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-15 18:11:29,439 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-14 -2024-11-15 18:11:29,443 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-13 -2024-11-15 18:11:29,446 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-14 -2024-11-15 18:11:29,450 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-14 -2024-11-15 18:11:29,452 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-14 -2024-11-15 18:11:29,454 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-14 -2024-11-15 18:11:29,457 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-14 -2024-11-15 18:11:29,460 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-14 -2024-11-15 18:11:29,463 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-14 -2024-11-15 18:11:29,467 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-14 -2024-11-15 18:11:29,471 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-14 -2024-11-15 18:11:29,475 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-14 -2024-11-15 18:11:29,479 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-14 -2024-11-15 18:11:29,484 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-14 -2024-11-15 18:11:29,488 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-14 -2024-11-15 18:11:29,491 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-14 -2024-11-15 18:11:29,494 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-14 -2024-11-15 18:11:29,498 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-14 -2024-11-15 18:11:29,501 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-15 -2024-11-15 18:11:29,504 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-15 -2024-11-15 18:11:29,508 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-15 -2024-11-15 18:11:29,511 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-15 -2024-11-15 18:11:29,515 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 18:11:29,519 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 18:11:29,522 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 18:11:29,526 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 18:11:29,529 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-14 -2024-11-15 18:11:29,533 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-14 -2024-11-15 18:11:29,536 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-14 -2024-11-15 18:11:29,540 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-14 -2024-11-15 18:11:29,543 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-13 -2024-11-15 18:11:29,548 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-14 -2024-11-15 18:11:29,552 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-14 -2024-11-15 18:11:29,555 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-14 -2024-11-15 18:11:29,557 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-14 -2024-11-15 18:11:29,561 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-14 -2024-11-15 18:11:29,565 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-14 -2024-11-15 18:11:29,569 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-14 -2024-11-15 18:11:29,572 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-14 -2024-11-15 18:11:29,575 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-14 -2024-11-15 18:11:29,578 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-14 -2024-11-15 18:11:29,581 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-14 -2024-11-15 18:11:29,584 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 18:11:29,588 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 18:11:29,591 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 18:11:29,594 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 18:11:29,597 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 -2024-11-15 18:11:29,601 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 -2024-11-15 18:11:29,604 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 -2024-11-15 18:11:29,607 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 -2024-11-15 18:11:29,610 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 -2024-11-15 18:11:29,615 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 -2024-11-15 18:11:29,619 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-08 -2024-11-15 18:11:29,623 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 -2024-11-15 18:11:29,626 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 -2024-11-15 18:11:29,629 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 18:11:29,633 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-15 18:11:29,636 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 -2024-11-15 18:11:29,638 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-08 -2024-11-15 18:11:29,641 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 -2024-11-15 18:11:29,643 - my_logger - INFO - Column ò was last updated at 2024-11-08 -2024-11-15 18:11:29,646 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 -2024-11-15 18:11:29,648 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 -2024-11-15 18:11:29,652 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-08 -2024-11-15 18:11:29,655 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-08 -2024-11-15 18:11:29,659 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-08 -2024-11-15 18:11:29,661 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-08 -2024-11-15 18:11:29,664 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-08 -2024-11-15 18:11:29,667 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-08 -2024-11-15 18:11:29,671 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-08 -2024-11-15 18:11:29,674 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-08 -2024-11-15 18:11:29,678 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-08 -2024-11-15 18:11:29,682 - my_logger - INFO - Column Permian was last updated at 2024-11-08 -2024-11-15 18:11:29,686 - my_logger - INFO - Column EagleFord was last updated at 2024-11-08 -2024-11-15 18:11:29,689 - my_logger - INFO - Column Williston was last updated at 2024-11-08 -2024-11-15 18:11:29,692 - my_logger - INFO - Column Marcellus was last updated at 2024-11-08 -2024-11-15 18:11:29,695 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-08 -2024-11-15 18:11:29,701 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-08 -2024-11-15 18:11:29,703 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-08 -2024-11-15 18:11:29,706 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-08 -2024-11-15 18:11:29,708 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-08 -2024-11-15 18:11:29,711 - my_logger - INFO - Column ϸ was last updated at 2024-11-08 -2024-11-15 18:11:29,715 - my_logger - INFO - Column жϸ was last updated at 2024-11-08 -2024-11-15 18:11:29,718 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 -2024-11-15 18:11:29,722 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-08 -2024-11-15 18:11:29,725 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 18:11:29,728 - my_logger - INFO - Column ½ was last updated at 2024-11-08 -2024-11-15 18:11:29,731 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 -2024-11-15 18:11:29,735 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-08 -2024-11-15 18:11:29,738 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 -2024-11-15 18:11:29,742 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-08 -2024-11-15 18:11:29,746 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 18:11:29,750 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 -2024-11-15 18:11:29,754 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-15 18:11:29,757 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-08 -2024-11-15 18:11:29,760 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 -2024-11-15 18:11:29,763 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-15 18:11:29,767 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-15 18:11:29,770 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-15 18:11:29,773 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 -2024-11-15 18:11:29,776 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-15 18:11:29,778 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 -2024-11-15 18:11:29,782 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 -2024-11-15 18:11:29,786 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 -2024-11-15 18:11:29,788 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 -2024-11-15 18:11:29,791 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 -2024-11-15 18:11:29,793 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 -2024-11-15 18:11:29,797 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-13 -2024-11-15 18:11:29,800 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-13 -2024-11-15 18:11:29,804 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 -2024-11-15 18:11:29,807 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 -2024-11-15 18:11:29,810 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 -2024-11-15 18:11:29,813 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 -2024-11-15 18:11:29,818 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-15 18:11:29,822 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-15 18:11:29,825 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 -2024-11-15 18:11:29,828 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,832 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 18:11:29,835 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 18:11:29,838 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,842 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,845 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,848 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,850 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,854 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,857 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,860 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 18:11:29,863 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,867 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 18:11:29,870 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,874 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 18:11:29,877 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,882 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 -2024-11-15 18:11:29,886 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,889 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,892 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,895 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,898 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,902 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 -2024-11-15 18:11:29,906 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,909 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,912 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,916 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,919 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,922 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,923 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,927 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,930 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,933 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,938 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,941 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,943 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,946 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,951 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,954 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,958 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,960 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,965 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,967 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,971 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,973 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,977 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:11:29,980 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:29,984 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-15 18:11:29,988 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:29,992 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:29,995 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,001 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,004 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,007 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 -2024-11-15 18:11:30,012 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,016 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,020 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,023 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,026 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,029 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 -2024-11-15 18:11:30,033 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,038 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,041 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,044 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,047 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,051 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,054 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,058 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,061 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,065 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,068 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,071 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,074 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,077 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,080 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,085 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,088 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,091 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,094 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,097 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,101 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:11:30,104 - my_logger - INFO - Column ˮλ was last updated at 2024-11-14 -2024-11-15 18:11:30,107 - my_logger - INFO - Column ovx index was last updated at 2024-11-14 -2024-11-15 18:11:30,110 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-14 -2024-11-15 18:11:30,112 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-14 -2024-11-15 18:11:30,116 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-14 -2024-11-15 18:11:30,119 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-14 -2024-11-15 18:11:30,122 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 -2024-11-15 18:11:30,125 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-05 -2024-11-15 18:11:30,127 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-05 -2024-11-15 18:11:30,131 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-05 -2024-11-15 18:11:30,135 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-13 -2024-11-15 18:11:30,139 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-14 -2024-11-15 18:11:30,142 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-14 -2024-11-15 18:11:30,152 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv -2024-11-15 18:11:30,153 - my_logger - INFO - ɾڲǰ(2511, 504) -2024-11-15 18:13:24,013 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-15 18:13:24,015 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-15 18:14:58,691 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:14:58,696 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:14:58,699 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:14:58,702 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:14:58,706 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:14:58,710 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:14:58,715 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 -2024-11-15 18:14:58,719 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 -2024-11-15 18:14:58,722 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-15 18:14:58,726 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 -2024-11-15 18:14:58,729 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 -2024-11-15 18:14:58,734 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 -2024-11-15 18:14:58,738 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 18:14:58,742 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 18:14:58,745 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 18:14:58,749 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 -2024-11-15 18:14:58,753 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-15 18:14:58,757 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-15 18:14:58,761 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 -2024-11-15 18:14:58,764 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 -2024-11-15 18:14:58,768 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 -2024-11-15 18:14:58,772 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-15 18:14:58,779 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 -2024-11-15 18:14:58,783 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-15 18:14:58,788 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 -2024-11-15 18:14:58,791 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 -2024-11-15 18:14:58,795 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 -2024-11-15 18:14:58,798 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 -2024-11-15 18:14:58,801 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 -2024-11-15 18:14:58,806 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-15 18:14:58,809 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-15 18:14:58,812 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-15 18:14:58,814 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-15 18:14:58,821 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-14 -2024-11-15 18:14:58,825 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-14 -2024-11-15 18:14:58,828 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-14 -2024-11-15 18:14:58,831 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-14 -2024-11-15 18:14:58,835 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-14 -2024-11-15 18:14:58,839 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-14 -2024-11-15 18:14:58,842 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-14 -2024-11-15 18:14:58,846 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-14 -2024-11-15 18:14:58,850 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-14 -2024-11-15 18:14:58,854 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-14 -2024-11-15 18:14:58,856 - my_logger - INFO - Column ͵һ was last updated at 2024-11-14 -2024-11-15 18:14:58,859 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 -2024-11-15 18:14:58,863 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-14 -2024-11-15 18:14:58,867 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-14 -2024-11-15 18:14:58,870 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-14 -2024-11-15 18:14:58,873 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-14 -2024-11-15 18:14:58,876 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-14 -2024-11-15 18:14:58,880 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-14 -2024-11-15 18:14:58,884 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-14 -2024-11-15 18:14:58,887 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-14 -2024-11-15 18:14:58,891 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-14 -2024-11-15 18:14:58,895 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-14 -2024-11-15 18:14:58,898 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-14 -2024-11-15 18:14:58,902 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-14 -2024-11-15 18:14:58,905 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-14 -2024-11-15 18:14:58,909 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-14 -2024-11-15 18:14:58,911 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-14 -2024-11-15 18:14:58,915 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-14 -2024-11-15 18:14:58,919 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-14 -2024-11-15 18:14:58,922 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-14 -2024-11-15 18:14:58,926 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-14 -2024-11-15 18:14:58,930 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-14 -2024-11-15 18:14:58,935 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-14 -2024-11-15 18:14:58,938 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-14 -2024-11-15 18:14:58,941 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-14 -2024-11-15 18:14:58,944 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-14 -2024-11-15 18:14:58,948 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-14 -2024-11-15 18:14:58,952 - my_logger - INFO - Column SC۲ was last updated at 2024-11-13 -2024-11-15 18:14:58,955 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-14 -2024-11-15 18:14:58,959 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-14 -2024-11-15 18:14:58,962 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-15 -2024-11-15 18:14:58,966 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-14 -2024-11-15 18:14:58,970 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-14 -2024-11-15 18:14:58,973 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-14 -2024-11-15 18:14:58,977 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-14 -2024-11-15 18:14:58,981 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-14 -2024-11-15 18:14:58,986 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-14 -2024-11-15 18:14:58,990 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-14 -2024-11-15 18:14:58,993 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 -2024-11-15 18:14:58,995 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 -2024-11-15 18:14:58,998 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 -2024-11-15 18:14:59,002 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 -2024-11-15 18:14:59,006 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-14 -2024-11-15 18:14:59,010 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-14 -2024-11-15 18:14:59,012 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-14 -2024-11-15 18:14:59,016 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-15 -2024-11-15 18:14:59,019 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-15 -2024-11-15 18:14:59,023 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-13 -2024-11-15 18:14:59,026 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 -2024-11-15 18:14:59,029 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-13 -2024-11-15 18:14:59,033 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-13 -2024-11-15 18:14:59,036 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 -2024-11-15 18:14:59,039 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 -2024-11-15 18:14:59,042 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-15 -2024-11-15 18:14:59,046 - my_logger - INFO - Column y was last updated at 2024-11-15 -2024-11-15 18:14:59,050 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-13 -2024-11-15 18:14:59,054 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-15 -2024-11-15 18:14:59,057 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-14 -2024-11-15 18:14:59,062 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-15 -2024-11-15 18:14:59,065 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-14 -2024-11-15 18:14:59,069 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-14 -2024-11-15 18:14:59,072 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-14 -2024-11-15 18:14:59,074 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-14 -2024-11-15 18:14:59,078 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-14 -2024-11-15 18:14:59,080 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-14 -2024-11-15 18:14:59,084 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-14 -2024-11-15 18:14:59,088 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-14 -2024-11-15 18:14:59,091 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-14 -2024-11-15 18:14:59,095 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-14 -2024-11-15 18:14:59,098 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-14 -2024-11-15 18:14:59,103 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-14 -2024-11-15 18:14:59,107 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-14 -2024-11-15 18:14:59,111 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-14 -2024-11-15 18:14:59,116 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-14 -2024-11-15 18:14:59,120 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-14 -2024-11-15 18:14:59,124 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-15 -2024-11-15 18:14:59,128 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-14 -2024-11-15 18:14:59,131 - my_logger - INFO - Column Brent* was last updated at 2024-11-14 -2024-11-15 18:14:59,134 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-14 -2024-11-15 18:14:59,138 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-14 -2024-11-15 18:14:59,141 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-14 -2024-11-15 18:14:59,144 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-14 -2024-11-15 18:14:59,149 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 18:14:59,152 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 18:14:59,155 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 18:14:59,159 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-14 -2024-11-15 18:14:59,162 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-14 -2024-11-15 18:14:59,166 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-14 -2024-11-15 18:14:59,170 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-14 -2024-11-15 18:14:59,173 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-13 -2024-11-15 18:14:59,177 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-13 -2024-11-15 18:14:59,179 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-13 -2024-11-15 18:14:59,183 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-14 -2024-11-15 18:14:59,187 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-13 -2024-11-15 18:14:59,191 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-14 -2024-11-15 18:14:59,194 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-14 -2024-11-15 18:14:59,196 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 18:14:59,201 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 18:14:59,205 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 18:14:59,208 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 18:14:59,211 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-14 -2024-11-15 18:14:59,214 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-14 -2024-11-15 18:14:59,220 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-14 -2024-11-15 18:14:59,223 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 -2024-11-15 18:14:59,227 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 -2024-11-15 18:14:59,230 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 18:14:59,232 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 18:14:59,237 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 18:14:59,241 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 -2024-11-15 18:14:59,245 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 -2024-11-15 18:14:59,250 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-15 18:14:59,253 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 -2024-11-15 18:14:59,256 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 -2024-11-15 18:14:59,259 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 -2024-11-15 18:14:59,263 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 -2024-11-15 18:14:59,266 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 -2024-11-15 18:14:59,270 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 -2024-11-15 18:14:59,273 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 18:14:59,277 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 -2024-11-15 18:14:59,280 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 -2024-11-15 18:14:59,284 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 -2024-11-15 18:14:59,287 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 -2024-11-15 18:14:59,290 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 -2024-11-15 18:14:59,294 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 -2024-11-15 18:14:59,297 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 18:14:59,301 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-15 18:14:59,304 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 -2024-11-15 18:14:59,309 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-01 -2024-11-15 18:14:59,312 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 -2024-11-15 18:14:59,316 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 -2024-11-15 18:14:59,319 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 -2024-11-15 18:14:59,322 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 -2024-11-15 18:14:59,325 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-13 -2024-11-15 18:14:59,327 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-13 -2024-11-15 18:14:59,332 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-13 -2024-11-15 18:14:59,335 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-08 -2024-11-15 18:14:59,338 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-15 18:14:59,340 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 -2024-11-15 18:14:59,343 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 -2024-11-15 18:14:59,347 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 -2024-11-15 18:14:59,351 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 -2024-11-15 18:14:59,355 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 -2024-11-15 18:14:59,358 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 -2024-11-15 18:14:59,361 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 -2024-11-15 18:14:59,364 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 -2024-11-15 18:14:59,368 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-15 18:14:59,372 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-15 18:14:59,376 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-15 18:14:59,380 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 18:14:59,384 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 -2024-11-15 18:14:59,387 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-15 18:14:59,391 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 -2024-11-15 18:14:59,394 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-14 -2024-11-15 18:14:59,397 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-14 -2024-11-15 18:14:59,402 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-14 -2024-11-15 18:14:59,405 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-14 -2024-11-15 18:14:59,408 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-14 -2024-11-15 18:14:59,412 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-14 -2024-11-15 18:14:59,414 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-12 -2024-11-15 18:14:59,417 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-12 -2024-11-15 18:14:59,420 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-13 -2024-11-15 18:14:59,424 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-13 -2024-11-15 18:14:59,428 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-13 -2024-11-15 18:14:59,431 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-14 -2024-11-15 18:14:59,435 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-14 -2024-11-15 18:14:59,438 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-14 -2024-11-15 18:14:59,441 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-14 -2024-11-15 18:14:59,444 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-14 -2024-11-15 18:14:59,447 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-14 -2024-11-15 18:14:59,452 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-14 -2024-11-15 18:14:59,456 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-14 -2024-11-15 18:14:59,458 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-14 -2024-11-15 18:14:59,461 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-14 -2024-11-15 18:14:59,464 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-14 -2024-11-15 18:14:59,468 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-14 -2024-11-15 18:14:59,472 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-14 -2024-11-15 18:14:59,475 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-14 -2024-11-15 18:14:59,477 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-14 -2024-11-15 18:14:59,481 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-14 -2024-11-15 18:14:59,484 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-14 -2024-11-15 18:14:59,488 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-14 -2024-11-15 18:14:59,490 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-14 -2024-11-15 18:14:59,493 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-13 -2024-11-15 18:14:59,496 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-14 -2024-11-15 18:14:59,498 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-13 -2024-11-15 18:14:59,503 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-14 -2024-11-15 18:14:59,507 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-14 -2024-11-15 18:14:59,510 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-14 -2024-11-15 18:14:59,514 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-13 -2024-11-15 18:14:59,519 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-14 -2024-11-15 18:14:59,523 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:14:59,526 - my_logger - INFO - Column DFL was last updated at 2024-11-13 -2024-11-15 18:14:59,529 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-14 -2024-11-15 18:14:59,533 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-14 -2024-11-15 18:14:59,536 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-14 -2024-11-15 18:14:59,540 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-14 -2024-11-15 18:14:59,543 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-14 -2024-11-15 18:14:59,546 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-14 -2024-11-15 18:14:59,550 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-15 -2024-11-15 18:14:59,553 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-15 -2024-11-15 18:14:59,556 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-15 -2024-11-15 18:14:59,559 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-14 -2024-11-15 18:14:59,563 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-14 -2024-11-15 18:14:59,567 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-14 -2024-11-15 18:14:59,570 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-15 -2024-11-15 18:14:59,574 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 -2024-11-15 18:14:59,577 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-15 -2024-11-15 18:14:59,580 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-15 -2024-11-15 18:14:59,585 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-14 -2024-11-15 18:14:59,589 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 -2024-11-15 18:14:59,592 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-14 -2024-11-15 18:14:59,596 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-15 -2024-11-15 18:14:59,599 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-15 -2024-11-15 18:14:59,602 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-14 -2024-11-15 18:14:59,605 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-15 -2024-11-15 18:14:59,608 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-14 -2024-11-15 18:14:59,612 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-13 -2024-11-15 18:14:59,615 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-14 -2024-11-15 18:14:59,619 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-13 -2024-11-15 18:14:59,622 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-14 -2024-11-15 18:14:59,625 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-13 -2024-11-15 18:14:59,629 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-14 -2024-11-15 18:14:59,632 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 -2024-11-15 18:14:59,636 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-14 -2024-11-15 18:14:59,639 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 -2024-11-15 18:14:59,643 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:14:59,647 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:14:59,651 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:14:59,654 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 -2024-11-15 18:14:59,658 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-14 -2024-11-15 18:14:59,661 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:14:59,663 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-15 -2024-11-15 18:14:59,667 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-14 -2024-11-15 18:14:59,671 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:14:59,674 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-15 -2024-11-15 18:14:59,677 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-01 -2024-11-15 18:14:59,680 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-14 -2024-11-15 18:14:59,685 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-05 -2024-11-15 18:14:59,689 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-14 -2024-11-15 18:14:59,692 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-14 -2024-11-15 18:14:59,727 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-14 -2024-11-15 18:14:59,757 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-14 -2024-11-15 18:14:59,789 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-14 -2024-11-15 18:14:59,802 - my_logger - INFO - Column Oman FOB M2 was last updated at None -2024-11-15 18:14:59,806 - my_logger - INFO - Column Oman FOB M3 was last updated at None -2024-11-15 18:14:59,809 - my_logger - INFO - Column Oman FOB M4 was last updated at None -2024-11-15 18:14:59,813 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-13 -2024-11-15 18:14:59,818 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-13 -2024-11-15 18:14:59,822 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-15 18:14:59,826 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-15 18:14:59,830 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-14 -2024-11-15 18:14:59,835 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-13 -2024-11-15 18:14:59,839 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-14 -2024-11-15 18:14:59,846 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-14 -2024-11-15 18:14:59,849 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-14 -2024-11-15 18:14:59,855 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-14 -2024-11-15 18:14:59,871 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-14 -2024-11-15 18:14:59,876 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-14 -2024-11-15 18:14:59,880 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-14 -2024-11-15 18:14:59,885 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-14 -2024-11-15 18:14:59,889 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-14 -2024-11-15 18:14:59,892 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-14 -2024-11-15 18:14:59,895 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-14 -2024-11-15 18:14:59,899 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-14 -2024-11-15 18:14:59,906 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-14 -2024-11-15 18:14:59,910 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-14 -2024-11-15 18:14:59,924 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-14 -2024-11-15 18:14:59,928 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-14 -2024-11-15 18:14:59,931 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-15 -2024-11-15 18:14:59,935 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-15 -2024-11-15 18:14:59,938 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-15 -2024-11-15 18:14:59,941 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-15 -2024-11-15 18:14:59,945 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 18:14:59,950 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 18:14:59,954 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 18:14:59,957 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 18:14:59,960 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-14 -2024-11-15 18:14:59,964 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-14 -2024-11-15 18:14:59,968 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-14 -2024-11-15 18:14:59,973 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-14 -2024-11-15 18:14:59,977 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-13 -2024-11-15 18:14:59,981 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-14 -2024-11-15 18:14:59,986 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-14 -2024-11-15 18:14:59,989 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-14 -2024-11-15 18:14:59,992 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-14 -2024-11-15 18:14:59,996 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-14 -2024-11-15 18:15:00,001 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-14 -2024-11-15 18:15:00,004 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-14 -2024-11-15 18:15:00,008 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-14 -2024-11-15 18:15:00,012 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-14 -2024-11-15 18:15:00,024 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-14 -2024-11-15 18:15:00,028 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-14 -2024-11-15 18:15:00,032 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 18:15:00,037 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 18:15:00,041 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 18:15:00,044 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 18:15:00,048 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 -2024-11-15 18:15:00,055 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 -2024-11-15 18:15:00,059 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 -2024-11-15 18:15:00,063 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 -2024-11-15 18:15:00,071 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 -2024-11-15 18:15:00,075 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 -2024-11-15 18:15:00,078 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-08 -2024-11-15 18:15:00,082 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 -2024-11-15 18:15:00,086 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 -2024-11-15 18:15:00,090 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 18:15:00,093 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-15 18:15:00,096 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 -2024-11-15 18:15:00,099 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-08 -2024-11-15 18:15:00,105 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 -2024-11-15 18:15:00,109 - my_logger - INFO - Column ò was last updated at 2024-11-08 -2024-11-15 18:15:00,115 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 -2024-11-15 18:15:00,121 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 -2024-11-15 18:15:00,124 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-08 -2024-11-15 18:15:00,128 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-08 -2024-11-15 18:15:00,132 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-08 -2024-11-15 18:15:00,136 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-08 -2024-11-15 18:15:00,140 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-08 -2024-11-15 18:15:00,144 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-08 -2024-11-15 18:15:00,148 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-08 -2024-11-15 18:15:00,153 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-08 -2024-11-15 18:15:00,157 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-08 -2024-11-15 18:15:00,160 - my_logger - INFO - Column Permian was last updated at 2024-11-08 -2024-11-15 18:15:00,163 - my_logger - INFO - Column EagleFord was last updated at 2024-11-08 -2024-11-15 18:15:00,167 - my_logger - INFO - Column Williston was last updated at 2024-11-08 -2024-11-15 18:15:00,171 - my_logger - INFO - Column Marcellus was last updated at 2024-11-08 -2024-11-15 18:15:00,175 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-08 -2024-11-15 18:15:00,178 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-08 -2024-11-15 18:15:00,188 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-08 -2024-11-15 18:15:00,192 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-08 -2024-11-15 18:15:00,195 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-08 -2024-11-15 18:15:00,201 - my_logger - INFO - Column ϸ was last updated at 2024-11-08 -2024-11-15 18:15:00,204 - my_logger - INFO - Column жϸ was last updated at 2024-11-08 -2024-11-15 18:15:00,207 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 -2024-11-15 18:15:00,210 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-08 -2024-11-15 18:15:00,213 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 18:15:00,217 - my_logger - INFO - Column ½ was last updated at 2024-11-08 -2024-11-15 18:15:00,221 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 -2024-11-15 18:15:00,224 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-08 -2024-11-15 18:15:00,227 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 -2024-11-15 18:15:00,230 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-08 -2024-11-15 18:15:00,234 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 18:15:00,237 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 -2024-11-15 18:15:00,240 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-15 18:15:00,244 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-08 -2024-11-15 18:15:00,247 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 -2024-11-15 18:15:00,252 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-15 18:15:00,255 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-15 18:15:00,259 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-15 18:15:00,261 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 -2024-11-15 18:15:00,265 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-15 18:15:00,269 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 -2024-11-15 18:15:00,273 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 -2024-11-15 18:15:00,276 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 -2024-11-15 18:15:00,279 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 -2024-11-15 18:15:00,282 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 -2024-11-15 18:15:00,285 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 -2024-11-15 18:15:00,289 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-13 -2024-11-15 18:15:00,292 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-13 -2024-11-15 18:15:00,295 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 -2024-11-15 18:15:00,299 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 -2024-11-15 18:15:00,303 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 -2024-11-15 18:15:00,306 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 -2024-11-15 18:15:00,309 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-15 18:15:00,313 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-15 18:15:00,318 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 -2024-11-15 18:15:00,322 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,325 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 18:15:00,328 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 18:15:00,332 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,336 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,340 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,344 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,346 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,351 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,353 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,356 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 18:15:00,359 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,361 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 18:15:00,365 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,369 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 18:15:00,373 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,376 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 -2024-11-15 18:15:00,380 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,384 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,388 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,391 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,394 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,396 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 -2024-11-15 18:15:00,399 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,404 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,407 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,410 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,413 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,417 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,421 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,425 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,427 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,430 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,433 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,438 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,441 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,443 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,447 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,451 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,454 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,457 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,461 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,464 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,468 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,471 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,475 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:15:00,478 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,481 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-15 18:15:00,485 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,488 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,491 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,494 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,496 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,499 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 -2024-11-15 18:15:00,503 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,506 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,510 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,513 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,516 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,520 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 -2024-11-15 18:15:00,524 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,527 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,530 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,533 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,537 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,539 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,542 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,545 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,547 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,551 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,555 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,558 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,560 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,563 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,566 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,571 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,575 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,578 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,582 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,587 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,590 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:15:00,593 - my_logger - INFO - Column ˮλ was last updated at 2024-11-14 -2024-11-15 18:15:00,597 - my_logger - INFO - Column ovx index was last updated at 2024-11-14 -2024-11-15 18:15:00,601 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-14 -2024-11-15 18:15:00,605 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-14 -2024-11-15 18:15:00,608 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-14 -2024-11-15 18:15:00,612 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-14 -2024-11-15 18:15:00,616 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 -2024-11-15 18:15:00,619 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-05 -2024-11-15 18:15:00,623 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-05 -2024-11-15 18:15:00,626 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-05 -2024-11-15 18:15:00,629 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-13 -2024-11-15 18:15:00,632 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-14 -2024-11-15 18:15:00,636 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-14 -2024-11-15 18:16:14,583 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx -2024-11-15 18:16:14,584 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date -2024-11-15 18:17:48,071 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:17:48,076 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:17:48,079 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:17:48,084 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:17:48,089 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:17:48,156 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-15 18:17:48,170 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 -2024-11-15 18:17:48,189 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 -2024-11-15 18:17:48,192 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-15 18:17:48,221 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 -2024-11-15 18:17:48,225 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 -2024-11-15 18:17:48,230 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 -2024-11-15 18:17:48,234 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 18:17:48,238 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 18:17:48,242 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-15 18:17:48,246 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 -2024-11-15 18:17:48,250 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-15 18:17:48,254 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-15 18:17:48,258 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 -2024-11-15 18:17:48,265 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 -2024-11-15 18:17:48,276 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 -2024-11-15 18:17:48,280 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-15 18:17:48,284 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 -2024-11-15 18:17:48,290 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-15 18:17:48,296 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 -2024-11-15 18:17:48,300 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 -2024-11-15 18:17:48,304 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 -2024-11-15 18:17:48,308 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 -2024-11-15 18:17:48,312 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 -2024-11-15 18:17:48,328 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-15 18:17:48,333 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-15 18:17:48,340 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-15 18:17:48,344 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-15 18:17:48,347 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-14 -2024-11-15 18:17:48,353 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-14 -2024-11-15 18:17:48,356 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-14 -2024-11-15 18:17:48,360 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-14 -2024-11-15 18:17:48,364 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-14 -2024-11-15 18:17:48,370 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-14 -2024-11-15 18:17:48,374 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-14 -2024-11-15 18:17:48,378 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-14 -2024-11-15 18:17:48,382 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-14 -2024-11-15 18:17:48,387 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-14 -2024-11-15 18:17:48,391 - my_logger - INFO - Column ͵һ was last updated at 2024-11-14 -2024-11-15 18:17:48,395 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 -2024-11-15 18:17:48,398 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-14 -2024-11-15 18:17:48,403 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-14 -2024-11-15 18:17:48,407 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-14 -2024-11-15 18:17:48,410 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-14 -2024-11-15 18:17:48,413 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-14 -2024-11-15 18:17:48,416 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-14 -2024-11-15 18:17:48,420 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-14 -2024-11-15 18:17:48,424 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-14 -2024-11-15 18:17:48,428 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-14 -2024-11-15 18:17:48,431 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-14 -2024-11-15 18:17:48,435 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-14 -2024-11-15 18:17:48,440 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-14 -2024-11-15 18:17:48,444 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-14 -2024-11-15 18:17:48,447 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-14 -2024-11-15 18:17:48,453 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-14 -2024-11-15 18:17:48,457 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-14 -2024-11-15 18:17:48,461 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-14 -2024-11-15 18:17:48,464 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-14 -2024-11-15 18:17:48,468 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-14 -2024-11-15 18:17:48,472 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-14 -2024-11-15 18:17:48,475 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-14 -2024-11-15 18:17:48,479 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-14 -2024-11-15 18:17:48,482 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-14 -2024-11-15 18:17:48,487 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-14 -2024-11-15 18:17:48,490 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-14 -2024-11-15 18:17:48,494 - my_logger - INFO - Column SC۲ was last updated at 2024-11-13 -2024-11-15 18:17:48,498 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-14 -2024-11-15 18:17:48,502 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-14 -2024-11-15 18:17:48,507 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-15 -2024-11-15 18:17:48,511 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-14 -2024-11-15 18:17:48,515 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-14 -2024-11-15 18:17:48,525 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-14 -2024-11-15 18:17:48,529 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-14 -2024-11-15 18:17:48,532 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-14 -2024-11-15 18:17:48,537 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-14 -2024-11-15 18:17:48,541 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-14 -2024-11-15 18:17:48,545 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 -2024-11-15 18:17:48,549 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 -2024-11-15 18:17:48,554 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 -2024-11-15 18:17:48,558 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 -2024-11-15 18:17:48,563 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-14 -2024-11-15 18:17:48,566 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-14 -2024-11-15 18:17:48,572 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-14 -2024-11-15 18:17:48,576 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-15 -2024-11-15 18:17:48,580 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-15 -2024-11-15 18:17:48,584 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-13 -2024-11-15 18:17:48,589 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 -2024-11-15 18:17:48,594 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-13 -2024-11-15 18:17:48,598 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-13 -2024-11-15 18:17:48,601 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 -2024-11-15 18:17:48,605 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 -2024-11-15 18:17:48,608 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-15 -2024-11-15 18:17:48,612 - my_logger - INFO - Column y was last updated at 2024-11-15 -2024-11-15 18:17:48,616 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-13 -2024-11-15 18:17:48,620 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-15 -2024-11-15 18:17:48,624 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-14 -2024-11-15 18:17:48,627 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-15 -2024-11-15 18:17:48,631 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-14 -2024-11-15 18:17:48,636 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-14 -2024-11-15 18:17:48,639 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-14 -2024-11-15 18:17:48,642 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-14 -2024-11-15 18:17:48,646 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-14 -2024-11-15 18:17:48,651 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-14 -2024-11-15 18:17:48,655 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-14 -2024-11-15 18:17:48,659 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-14 -2024-11-15 18:17:48,663 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-14 -2024-11-15 18:17:48,667 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-14 -2024-11-15 18:17:48,671 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-14 -2024-11-15 18:17:48,675 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-14 -2024-11-15 18:17:48,678 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-14 -2024-11-15 18:17:48,681 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-14 -2024-11-15 18:17:48,684 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-14 -2024-11-15 18:17:48,689 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-14 -2024-11-15 18:17:48,693 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-15 -2024-11-15 18:17:48,696 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-14 -2024-11-15 18:17:48,699 - my_logger - INFO - Column Brent* was last updated at 2024-11-14 -2024-11-15 18:17:48,703 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-14 -2024-11-15 18:17:48,706 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-14 -2024-11-15 18:17:48,710 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-14 -2024-11-15 18:17:48,713 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-14 -2024-11-15 18:17:48,718 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 18:17:48,721 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 18:17:48,724 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-14 -2024-11-15 18:17:48,726 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-14 -2024-11-15 18:17:48,731 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-14 -2024-11-15 18:17:48,735 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-14 -2024-11-15 18:17:48,738 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-14 -2024-11-15 18:17:48,742 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-13 -2024-11-15 18:17:48,746 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-13 -2024-11-15 18:17:48,748 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-13 -2024-11-15 18:17:48,753 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-14 -2024-11-15 18:17:48,756 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-13 -2024-11-15 18:17:48,759 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-14 -2024-11-15 18:17:48,763 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-14 -2024-11-15 18:17:48,767 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 18:17:48,771 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 18:17:48,774 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 18:17:48,776 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-14 -2024-11-15 18:17:48,780 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-14 -2024-11-15 18:17:48,785 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-14 -2024-11-15 18:17:48,789 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-14 -2024-11-15 18:17:48,793 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 -2024-11-15 18:17:48,796 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 -2024-11-15 18:17:48,799 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 18:17:48,804 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 18:17:48,808 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-14 -2024-11-15 18:17:48,811 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 -2024-11-15 18:17:48,815 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 -2024-11-15 18:17:48,819 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-15 18:17:48,822 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 -2024-11-15 18:17:48,824 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 -2024-11-15 18:17:48,829 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 -2024-11-15 18:17:48,832 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 -2024-11-15 18:17:48,837 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 -2024-11-15 18:17:48,841 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 -2024-11-15 18:17:48,844 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 18:17:48,848 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 -2024-11-15 18:17:48,854 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 -2024-11-15 18:17:48,857 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 -2024-11-15 18:17:48,860 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 -2024-11-15 18:17:48,863 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 -2024-11-15 18:17:48,868 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 -2024-11-15 18:17:48,872 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 18:17:48,876 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-15 18:17:48,879 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 -2024-11-15 18:17:48,882 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-01 -2024-11-15 18:17:48,887 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 -2024-11-15 18:17:48,890 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 -2024-11-15 18:17:48,894 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 -2024-11-15 18:17:48,897 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 -2024-11-15 18:17:48,902 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-13 -2024-11-15 18:17:48,906 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-13 -2024-11-15 18:17:48,910 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-13 -2024-11-15 18:17:48,914 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-08 -2024-11-15 18:17:48,919 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-15 18:17:48,923 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 -2024-11-15 18:17:48,926 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 -2024-11-15 18:17:48,930 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 -2024-11-15 18:17:48,934 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 -2024-11-15 18:17:48,937 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 -2024-11-15 18:17:48,941 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 -2024-11-15 18:17:48,944 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 -2024-11-15 18:17:48,948 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 -2024-11-15 18:17:48,953 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-15 18:17:48,957 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-15 18:17:48,960 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-15 18:17:48,964 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-15 18:17:48,967 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 -2024-11-15 18:17:48,971 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-15 18:17:48,974 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 -2024-11-15 18:17:48,980 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-14 -2024-11-15 18:17:48,986 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-14 -2024-11-15 18:17:48,990 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-14 -2024-11-15 18:17:48,994 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-14 -2024-11-15 18:17:48,998 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-14 -2024-11-15 18:17:49,003 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-14 -2024-11-15 18:17:49,006 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-12 -2024-11-15 18:17:49,010 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-12 -2024-11-15 18:17:49,013 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-13 -2024-11-15 18:17:49,015 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-13 -2024-11-15 18:17:49,020 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-13 -2024-11-15 18:17:49,024 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-14 -2024-11-15 18:17:49,028 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-14 -2024-11-15 18:17:49,032 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-14 -2024-11-15 18:17:49,036 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-14 -2024-11-15 18:17:49,040 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-14 -2024-11-15 18:17:49,043 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-14 -2024-11-15 18:17:49,047 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-14 -2024-11-15 18:17:49,054 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-14 -2024-11-15 18:17:49,057 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-14 -2024-11-15 18:17:49,061 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-14 -2024-11-15 18:17:49,065 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-14 -2024-11-15 18:17:49,070 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-14 -2024-11-15 18:17:49,073 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-14 -2024-11-15 18:17:49,077 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-14 -2024-11-15 18:17:49,080 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-14 -2024-11-15 18:17:49,084 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-14 -2024-11-15 18:17:49,088 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-14 -2024-11-15 18:17:49,092 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-14 -2024-11-15 18:17:49,095 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-14 -2024-11-15 18:17:49,098 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-13 -2024-11-15 18:17:49,102 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-14 -2024-11-15 18:17:49,106 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-13 -2024-11-15 18:17:49,111 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-14 -2024-11-15 18:17:49,115 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-14 -2024-11-15 18:17:49,120 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-14 -2024-11-15 18:17:49,124 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-13 -2024-11-15 18:17:49,128 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-14 -2024-11-15 18:17:49,133 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:17:49,138 - my_logger - INFO - Column DFL was last updated at 2024-11-13 -2024-11-15 18:17:49,142 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-14 -2024-11-15 18:17:49,145 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-14 -2024-11-15 18:17:49,149 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-14 -2024-11-15 18:17:49,153 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-14 -2024-11-15 18:17:49,156 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-14 -2024-11-15 18:17:49,159 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-14 -2024-11-15 18:17:49,162 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-15 -2024-11-15 18:17:49,166 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-15 -2024-11-15 18:17:49,171 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-15 -2024-11-15 18:17:49,176 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-14 -2024-11-15 18:17:49,179 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-14 -2024-11-15 18:17:49,183 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-14 -2024-11-15 18:17:49,189 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-15 -2024-11-15 18:17:49,192 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 -2024-11-15 18:17:49,196 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-15 -2024-11-15 18:17:49,199 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-15 -2024-11-15 18:17:49,203 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-14 -2024-11-15 18:17:49,207 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 -2024-11-15 18:17:49,210 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-14 -2024-11-15 18:17:49,214 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-15 -2024-11-15 18:17:49,217 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-15 -2024-11-15 18:17:49,221 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-14 -2024-11-15 18:17:49,225 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-15 -2024-11-15 18:17:49,228 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-14 -2024-11-15 18:17:49,231 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-13 -2024-11-15 18:17:49,234 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-14 -2024-11-15 18:17:49,238 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-13 -2024-11-15 18:17:49,243 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-14 -2024-11-15 18:17:49,247 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-13 -2024-11-15 18:17:49,251 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-14 -2024-11-15 18:17:49,256 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 -2024-11-15 18:17:49,260 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-14 -2024-11-15 18:17:49,263 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 -2024-11-15 18:17:49,267 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:17:49,272 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:17:49,276 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:17:49,279 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 -2024-11-15 18:17:49,284 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-14 -2024-11-15 18:17:49,288 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:17:49,292 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-15 -2024-11-15 18:17:49,295 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-14 -2024-11-15 18:17:49,299 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-14 -2024-11-15 18:17:49,302 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-15 -2024-11-15 18:17:49,305 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-01 -2024-11-15 18:17:49,309 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-14 -2024-11-15 18:17:49,313 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-05 -2024-11-15 18:17:49,318 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-14 -2024-11-15 18:17:49,323 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-14 -2024-11-15 18:17:49,325 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-14 -2024-11-15 18:17:49,328 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-14 -2024-11-15 18:17:49,331 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-14 -2024-11-15 18:17:49,335 - my_logger - INFO - Column Oman FOB M2 was last updated at None -2024-11-15 18:17:49,337 - my_logger - INFO - Column Oman FOB M3 was last updated at None -2024-11-15 18:17:49,341 - my_logger - INFO - Column Oman FOB M4 was last updated at None -2024-11-15 18:17:49,344 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-13 -2024-11-15 18:17:49,348 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-13 -2024-11-15 18:17:49,354 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-15 18:17:49,357 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-15 18:17:49,360 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-14 -2024-11-15 18:17:49,363 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-13 -2024-11-15 18:17:49,366 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-14 -2024-11-15 18:17:49,370 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-14 -2024-11-15 18:17:49,374 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-14 -2024-11-15 18:17:49,378 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-14 -2024-11-15 18:17:49,381 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-14 -2024-11-15 18:17:49,386 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-14 -2024-11-15 18:17:49,390 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-14 -2024-11-15 18:17:49,394 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-14 -2024-11-15 18:17:49,397 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-14 -2024-11-15 18:17:49,401 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-14 -2024-11-15 18:17:49,404 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-14 -2024-11-15 18:17:49,408 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-14 -2024-11-15 18:17:49,412 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-14 -2024-11-15 18:17:49,415 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-14 -2024-11-15 18:17:49,420 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-14 -2024-11-15 18:17:49,424 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-14 -2024-11-15 18:17:49,427 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-15 -2024-11-15 18:17:49,431 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-15 -2024-11-15 18:17:49,434 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-15 -2024-11-15 18:17:49,438 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-15 -2024-11-15 18:17:49,442 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 18:17:49,446 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 18:17:49,451 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 18:17:49,455 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-14 -2024-11-15 18:17:49,460 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-14 -2024-11-15 18:17:49,463 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-14 -2024-11-15 18:17:49,467 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-14 -2024-11-15 18:17:49,470 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-14 -2024-11-15 18:17:49,473 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-13 -2024-11-15 18:17:49,476 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-14 -2024-11-15 18:17:49,478 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-14 -2024-11-15 18:17:49,483 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-14 -2024-11-15 18:17:49,487 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-14 -2024-11-15 18:17:49,490 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-14 -2024-11-15 18:17:49,493 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-14 -2024-11-15 18:17:49,497 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-14 -2024-11-15 18:17:49,501 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-14 -2024-11-15 18:17:49,506 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-14 -2024-11-15 18:17:49,510 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-14 -2024-11-15 18:17:49,514 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-14 -2024-11-15 18:17:49,518 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 18:17:49,522 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 18:17:49,525 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 18:17:49,527 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-15 18:17:49,530 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 -2024-11-15 18:17:49,534 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 -2024-11-15 18:17:49,537 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 -2024-11-15 18:17:49,543 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 -2024-11-15 18:17:49,547 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 -2024-11-15 18:17:49,551 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 -2024-11-15 18:17:49,554 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-08 -2024-11-15 18:17:49,557 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 -2024-11-15 18:17:49,561 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 -2024-11-15 18:17:49,565 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 18:17:49,569 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-15 18:17:49,573 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 -2024-11-15 18:17:49,577 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-08 -2024-11-15 18:17:49,582 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 -2024-11-15 18:17:49,588 - my_logger - INFO - Column ò was last updated at 2024-11-08 -2024-11-15 18:17:49,591 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 -2024-11-15 18:17:49,594 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 -2024-11-15 18:17:49,597 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-08 -2024-11-15 18:17:49,602 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-08 -2024-11-15 18:17:49,606 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-08 -2024-11-15 18:17:49,609 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-08 -2024-11-15 18:17:49,612 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-08 -2024-11-15 18:17:49,615 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-08 -2024-11-15 18:17:49,619 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-08 -2024-11-15 18:17:49,623 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-08 -2024-11-15 18:17:49,626 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-08 -2024-11-15 18:17:49,630 - my_logger - INFO - Column Permian was last updated at 2024-11-08 -2024-11-15 18:17:49,634 - my_logger - INFO - Column EagleFord was last updated at 2024-11-08 -2024-11-15 18:17:49,638 - my_logger - INFO - Column Williston was last updated at 2024-11-08 -2024-11-15 18:17:49,641 - my_logger - INFO - Column Marcellus was last updated at 2024-11-08 -2024-11-15 18:17:49,645 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-08 -2024-11-15 18:17:49,649 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-08 -2024-11-15 18:17:49,655 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-08 -2024-11-15 18:17:49,658 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-08 -2024-11-15 18:17:49,661 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-08 -2024-11-15 18:17:49,664 - my_logger - INFO - Column ϸ was last updated at 2024-11-08 -2024-11-15 18:17:49,668 - my_logger - INFO - Column жϸ was last updated at 2024-11-08 -2024-11-15 18:17:49,671 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 -2024-11-15 18:17:49,675 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-08 -2024-11-15 18:17:49,679 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 18:17:49,682 - my_logger - INFO - Column ½ was last updated at 2024-11-08 -2024-11-15 18:17:49,686 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 -2024-11-15 18:17:49,689 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-08 -2024-11-15 18:17:49,693 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 -2024-11-15 18:17:49,696 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-08 -2024-11-15 18:17:49,699 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-15 18:17:49,704 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 -2024-11-15 18:17:49,708 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-15 18:17:49,711 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-08 -2024-11-15 18:17:49,714 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 -2024-11-15 18:17:49,719 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-15 18:17:49,723 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-15 18:17:49,726 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-15 18:17:49,729 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 -2024-11-15 18:17:49,732 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-15 18:17:49,737 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 -2024-11-15 18:17:49,740 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 -2024-11-15 18:17:49,744 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 -2024-11-15 18:17:49,748 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 -2024-11-15 18:17:49,753 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 -2024-11-15 18:17:49,757 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 -2024-11-15 18:17:49,760 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-13 -2024-11-15 18:17:49,763 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-13 -2024-11-15 18:17:49,767 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 -2024-11-15 18:17:49,772 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 -2024-11-15 18:17:49,776 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 -2024-11-15 18:17:49,780 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 -2024-11-15 18:17:49,786 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-15 18:17:49,790 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-15 18:17:49,794 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 -2024-11-15 18:17:49,798 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,803 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 18:17:49,806 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 18:17:49,809 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,813 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,819 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,823 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,827 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,830 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,834 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,837 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 18:17:49,841 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,844 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 18:17:49,849 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,854 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-15 18:17:49,857 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,861 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 -2024-11-15 18:17:49,864 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,870 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,873 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,876 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,879 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,881 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 -2024-11-15 18:17:49,886 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,889 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,893 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,896 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,901 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,905 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,909 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,913 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,917 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,922 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,925 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,929 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,931 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,936 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,940 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,943 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,947 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,952 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,955 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,958 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,960 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,964 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,969 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-15 18:17:49,972 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:49,976 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-15 18:17:49,980 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:49,985 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:49,989 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:49,993 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:49,997 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,001 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 -2024-11-15 18:17:50,004 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,008 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,012 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,016 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,020 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,023 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 -2024-11-15 18:17:50,027 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,030 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,033 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,038 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,042 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,046 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,049 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,054 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,058 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,062 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,066 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,069 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,073 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,077 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,080 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,084 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,087 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,091 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,095 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,098 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,103 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-15 18:17:50,107 - my_logger - INFO - Column ˮλ was last updated at 2024-11-14 -2024-11-15 18:17:50,112 - my_logger - INFO - Column ovx index was last updated at 2024-11-14 -2024-11-15 18:17:50,115 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-14 -2024-11-15 18:17:50,121 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-14 -2024-11-15 18:17:50,125 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-14 -2024-11-15 18:17:50,128 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-14 -2024-11-15 18:17:50,131 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 -2024-11-15 18:17:50,136 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-05 -2024-11-15 18:17:50,139 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-05 -2024-11-15 18:17:50,143 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-05 -2024-11-15 18:17:50,147 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-13 -2024-11-15 18:17:50,151 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-14 -2024-11-15 18:17:50,155 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-14 -2024-11-15 18:17:50,200 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv -2024-11-15 18:17:50,235 - my_logger - INFO - ɾڲǰ(2511, 504) -2024-11-15 18:17:50,247 - my_logger - INFO - ɾڲ(2511, 468) -2024-11-15 18:17:50,276 - my_logger - INFO - ɾԤΪֵк(1778, 468) -2024-11-15 18:17:50,283 - my_logger - INFO - ɾȫΪֵк(1778, 386) -2024-11-15 18:17:57,872 - my_logger - INFO - ն(254) ܶ(130) 61(1) +2024-11-21 14:16:54,229 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:16:54,233 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:16:54,235 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:16:54,236 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:16:54,238 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:16:54,240 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:16:54,243 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-15 +2024-11-21 14:16:54,245 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 14:16:54,247 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 14:16:54,249 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-15 +2024-11-21 14:16:54,251 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-15 +2024-11-21 14:16:54,253 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-15 +2024-11-21 14:16:54,255 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 14:16:54,258 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 14:16:54,260 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 14:16:54,263 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 14:16:54,265 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 14:16:54,266 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 14:16:54,268 - my_logger - INFO - Column Ʒ was last updated at 2024-11-15 +2024-11-21 14:16:54,270 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-15 +2024-11-21 14:16:54,272 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 14:16:54,275 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 14:16:54,277 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-15 +2024-11-21 14:16:54,279 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 14:16:54,281 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-15 +2024-11-21 14:16:54,283 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-15 +2024-11-21 14:16:54,285 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-15 +2024-11-21 14:16:54,288 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-15 +2024-11-21 14:16:54,291 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-15 +2024-11-21 14:16:54,293 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 14:16:54,295 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 14:16:54,297 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 14:16:54,299 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 14:16:54,301 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-21 +2024-11-21 14:16:54,302 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-21 +2024-11-21 14:16:54,305 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-21 +2024-11-21 14:16:54,307 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-20 +2024-11-21 14:16:54,309 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-20 +2024-11-21 14:16:54,311 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-20 +2024-11-21 14:16:54,312 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-20 +2024-11-21 14:16:54,315 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-20 +2024-11-21 14:16:54,317 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-20 +2024-11-21 14:16:54,318 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-20 +2024-11-21 14:16:54,321 - my_logger - INFO - Column ͵һ was last updated at 2024-11-20 +2024-11-21 14:16:54,323 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 14:16:54,325 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 14:16:54,327 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-20 +2024-11-21 14:16:54,329 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-20 +2024-11-21 14:16:54,331 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-20 +2024-11-21 14:16:54,333 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-20 +2024-11-21 14:16:54,334 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-20 +2024-11-21 14:16:54,336 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-20 +2024-11-21 14:16:54,338 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-20 +2024-11-21 14:16:54,340 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-20 +2024-11-21 14:16:54,343 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-20 +2024-11-21 14:16:54,345 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 14:16:54,346 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 14:16:54,348 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 14:16:54,351 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 14:16:54,354 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-20 +2024-11-21 14:16:54,356 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-20 +2024-11-21 14:16:54,359 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-20 +2024-11-21 14:16:54,361 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-20 +2024-11-21 14:16:54,363 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-20 +2024-11-21 14:16:54,365 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-20 +2024-11-21 14:16:54,366 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-20 +2024-11-21 14:16:54,369 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-20 +2024-11-21 14:16:54,371 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-20 +2024-11-21 14:16:54,373 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-20 +2024-11-21 14:16:54,375 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-20 +2024-11-21 14:16:54,377 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 14:16:54,379 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-20 +2024-11-21 14:16:54,381 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-20 +2024-11-21 14:16:54,383 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 14:16:54,385 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-20 +2024-11-21 14:16:54,387 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-21 +2024-11-21 14:16:54,389 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-20 +2024-11-21 14:16:54,391 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-20 +2024-11-21 14:16:54,394 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-20 +2024-11-21 14:16:54,395 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-20 +2024-11-21 14:16:54,397 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-20 +2024-11-21 14:16:54,399 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 14:16:54,401 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-20 +2024-11-21 14:16:54,402 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 14:16:54,404 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 14:16:54,407 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 14:16:54,409 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-20 +2024-11-21 14:16:54,411 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-20 +2024-11-21 14:16:54,412 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-21 +2024-11-21 14:16:54,415 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-21 +2024-11-21 14:16:54,417 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 14:16:54,419 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 14:16:54,422 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-19 +2024-11-21 14:16:54,425 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 14:16:54,427 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 14:16:54,429 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 14:16:54,431 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-20 +2024-11-21 14:16:54,433 - my_logger - INFO - Column y was last updated at 2024-11-20 +2024-11-21 14:16:54,435 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 14:16:54,437 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-20 +2024-11-21 14:16:54,439 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-20 +2024-11-21 14:16:54,442 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-21 +2024-11-21 14:16:54,443 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-20 +2024-11-21 14:16:54,446 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-20 +2024-11-21 14:16:54,448 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-20 +2024-11-21 14:16:54,449 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-20 +2024-11-21 14:16:54,452 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-20 +2024-11-21 14:16:54,453 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-20 +2024-11-21 14:16:54,456 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-20 +2024-11-21 14:16:54,458 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-20 +2024-11-21 14:16:54,460 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-20 +2024-11-21 14:16:54,462 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-20 +2024-11-21 14:16:54,464 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-20 +2024-11-21 14:16:54,466 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-20 +2024-11-21 14:16:54,467 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-20 +2024-11-21 14:16:54,469 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-20 +2024-11-21 14:16:54,472 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 14:16:54,474 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 14:16:54,476 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-21 +2024-11-21 14:16:54,479 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 14:16:54,481 - my_logger - INFO - Column Brent* was last updated at 2024-11-20 +2024-11-21 14:16:54,482 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 14:16:54,484 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 14:16:54,486 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 14:16:54,488 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-20 +2024-11-21 14:16:54,491 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 14:16:54,493 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 14:16:54,495 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 14:16:54,498 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-20 +2024-11-21 14:16:54,500 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-20 +2024-11-21 14:16:54,501 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-20 +2024-11-21 14:16:54,504 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 14:16:54,506 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 14:16:54,509 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 14:16:54,511 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 14:16:54,513 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-20 +2024-11-21 14:16:54,515 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 14:16:54,516 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-20 +2024-11-21 14:16:54,518 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-20 +2024-11-21 14:16:54,520 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 14:16:54,522 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 14:16:54,525 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 14:16:54,527 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 14:16:54,529 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 14:16:54,531 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 14:16:54,533 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-20 +2024-11-21 14:16:54,535 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 14:16:54,537 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 14:16:54,539 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 14:16:54,542 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 14:16:54,544 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 14:16:54,546 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-15 +2024-11-21 14:16:54,547 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-15 +2024-11-21 14:16:54,549 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 14:16:54,551 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-15 +2024-11-21 14:16:54,553 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-15 +2024-11-21 14:16:54,555 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-15 +2024-11-21 14:16:54,558 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 14:16:54,560 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 14:16:54,562 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-15 +2024-11-21 14:16:54,564 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 14:16:54,566 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-15 +2024-11-21 14:16:54,568 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-15 +2024-11-21 14:16:54,570 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 14:16:54,573 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 14:16:54,575 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 14:16:54,577 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-15 +2024-11-21 14:16:54,579 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 14:16:54,581 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 14:16:54,583 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 14:16:54,584 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 14:16:54,586 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 14:16:54,589 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 14:16:54,592 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 14:16:54,594 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 14:16:54,596 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 14:16:54,597 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 14:16:54,599 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 14:16:54,601 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 14:16:54,603 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 14:16:54,606 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-15 +2024-11-21 14:16:54,608 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-15 +2024-11-21 14:16:54,610 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-15 +2024-11-21 14:16:54,612 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-15 +2024-11-21 14:16:54,614 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-15 +2024-11-21 14:16:54,616 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-15 +2024-11-21 14:16:54,618 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-15 +2024-11-21 14:16:54,620 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-15 +2024-11-21 14:16:54,623 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 14:16:54,625 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 14:16:54,627 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 14:16:54,629 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 14:16:54,630 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-15 +2024-11-21 14:16:54,632 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 14:16:54,634 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-15 +2024-11-21 14:16:54,636 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 14:16:54,638 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-20 +2024-11-21 14:16:54,641 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-20 +2024-11-21 14:16:54,642 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-20 +2024-11-21 14:16:54,644 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-20 +2024-11-21 14:16:54,646 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-20 +2024-11-21 14:16:54,649 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 14:16:54,650 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 14:16:54,653 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-20 +2024-11-21 14:16:54,655 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-20 +2024-11-21 14:16:54,657 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-20 +2024-11-21 14:16:54,659 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-20 +2024-11-21 14:16:54,661 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-20 +2024-11-21 14:16:54,663 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-20 +2024-11-21 14:16:54,665 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-20 +2024-11-21 14:16:54,667 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-20 +2024-11-21 14:16:54,669 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-20 +2024-11-21 14:16:54,671 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-20 +2024-11-21 14:16:54,673 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-20 +2024-11-21 14:16:54,676 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-20 +2024-11-21 14:16:54,677 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-20 +2024-11-21 14:16:54,679 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-20 +2024-11-21 14:16:54,681 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-20 +2024-11-21 14:16:54,683 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-20 +2024-11-21 14:16:54,685 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-20 +2024-11-21 14:16:54,687 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-20 +2024-11-21 14:16:54,691 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-20 +2024-11-21 14:16:54,693 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-20 +2024-11-21 14:16:54,695 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-20 +2024-11-21 14:16:54,697 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-20 +2024-11-21 14:16:54,699 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-19 +2024-11-21 14:16:54,700 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-20 +2024-11-21 14:16:54,702 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-20 +2024-11-21 14:16:54,704 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-20 +2024-11-21 14:16:54,706 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 14:16:54,708 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-20 +2024-11-21 14:16:54,710 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-19 +2024-11-21 14:16:54,712 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-20 +2024-11-21 14:16:54,714 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:16:54,716 - my_logger - INFO - Column DFL was last updated at 2024-11-20 +2024-11-21 14:16:54,717 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-20 +2024-11-21 14:16:54,719 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-21 +2024-11-21 14:16:54,722 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-20 +2024-11-21 14:16:54,724 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-20 +2024-11-21 14:16:54,726 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-20 +2024-11-21 14:16:54,728 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-20 +2024-11-21 14:16:54,730 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-20 +2024-11-21 14:16:54,731 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-21 +2024-11-21 14:16:54,733 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-20 +2024-11-21 14:16:54,735 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-20 +2024-11-21 14:16:54,736 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-20 +2024-11-21 14:16:54,738 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-20 +2024-11-21 14:16:54,741 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-21 +2024-11-21 14:16:54,743 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-19 +2024-11-21 14:16:54,745 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 14:16:54,747 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-21 +2024-11-21 14:16:54,749 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-19 +2024-11-21 14:16:54,752 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-19 +2024-11-21 14:16:54,754 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-20 +2024-11-21 14:16:54,756 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-21 +2024-11-21 14:16:54,759 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 14:16:54,761 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-20 +2024-11-21 14:16:54,763 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-21 +2024-11-21 14:16:54,764 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 14:16:54,766 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-19 +2024-11-21 14:16:54,768 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-19 +2024-11-21 14:16:54,770 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-19 +2024-11-21 14:16:54,772 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-19 +2024-11-21 14:16:54,775 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-20 +2024-11-21 14:16:54,776 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 14:16:54,778 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 14:16:54,780 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 14:16:54,781 - my_logger - INFO - Column SCȼ was last updated at 2024-11-19 +2024-11-21 14:16:54,784 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:16:54,786 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:16:54,788 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:16:54,790 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-19 +2024-11-21 14:16:54,792 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-20 +2024-11-21 14:16:54,794 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:16:54,795 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 14:16:54,797 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-20 +2024-11-21 14:16:54,799 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:16:54,801 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-20 +2024-11-21 14:16:54,802 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-20 +2024-11-21 14:16:54,805 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-20 +2024-11-21 14:16:54,807 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 14:16:54,810 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-21 +2024-11-21 14:16:54,811 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-20 +2024-11-21 14:16:54,813 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-20 +2024-11-21 14:16:54,815 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-20 +2024-11-21 14:16:54,817 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-20 +2024-11-21 14:16:54,821 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-20 +2024-11-21 14:16:54,824 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-20 +2024-11-21 14:16:54,826 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 14:16:54,828 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 14:16:54,829 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-20 +2024-11-21 14:16:54,831 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-19 +2024-11-21 14:16:54,833 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-20 +2024-11-21 14:16:54,835 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-20 +2024-11-21 14:16:54,837 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-20 +2024-11-21 14:16:54,839 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-20 +2024-11-21 14:16:54,842 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-20 +2024-11-21 14:16:54,844 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-20 +2024-11-21 14:16:54,846 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-20 +2024-11-21 14:16:54,848 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-20 +2024-11-21 14:16:54,849 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-20 +2024-11-21 14:16:54,851 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-20 +2024-11-21 14:16:54,853 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-20 +2024-11-21 14:16:54,855 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-20 +2024-11-21 14:16:54,858 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-20 +2024-11-21 14:16:54,860 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 14:16:54,861 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 14:16:54,863 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 14:16:54,865 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-21 +2024-11-21 14:16:54,867 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-21 +2024-11-21 14:16:54,869 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-21 +2024-11-21 14:16:54,871 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-21 +2024-11-21 14:16:54,873 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 14:16:54,875 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 14:16:54,877 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 14:16:54,879 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 14:16:54,881 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 14:16:54,884 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 14:16:54,885 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-20 +2024-11-21 14:16:54,887 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-20 +2024-11-21 14:16:54,890 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-19 +2024-11-21 14:16:54,893 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-20 +2024-11-21 14:16:54,895 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-20 +2024-11-21 14:16:54,897 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 14:16:54,899 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 14:16:54,901 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-20 +2024-11-21 14:16:54,902 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 14:16:54,904 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 14:16:54,907 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-20 +2024-11-21 14:16:54,909 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-20 +2024-11-21 14:16:54,911 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-20 +2024-11-21 14:16:54,913 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-20 +2024-11-21 14:16:54,915 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:16:54,916 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:16:54,918 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:16:54,920 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:16:54,921 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-15 +2024-11-21 14:16:54,925 - my_logger - INFO - Column ͬ was last updated at 2024-11-15 +2024-11-21 14:16:54,926 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-15 +2024-11-21 14:16:54,928 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 14:16:54,930 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 14:16:54,932 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 14:16:54,933 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 14:16:54,935 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 14:16:54,937 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-15 +2024-11-21 14:16:54,938 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 14:16:54,941 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 14:16:54,944 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-15 +2024-11-21 14:16:54,946 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 14:16:54,948 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 14:16:54,950 - my_logger - INFO - Column ò was last updated at 2024-11-15 +2024-11-21 14:16:54,951 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-15 +2024-11-21 14:16:54,953 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 14:16:54,956 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 14:16:54,961 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 14:16:54,975 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 14:16:54,978 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 14:16:54,982 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 14:16:54,985 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 14:16:54,988 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 14:16:54,990 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 14:16:54,992 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 14:16:54,995 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 14:16:54,998 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 14:16:55,001 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 14:16:55,003 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 14:16:55,006 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 14:16:55,009 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 14:16:55,012 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 14:16:55,014 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 14:16:55,015 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 14:16:55,017 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 14:16:55,019 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 14:16:55,021 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 14:16:55,024 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 14:16:55,027 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 14:16:55,029 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 14:16:55,030 - my_logger - INFO - Column ԭ was last updated at 2024-11-15 +2024-11-21 14:16:55,032 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 14:16:55,034 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-15 +2024-11-21 14:16:55,036 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 14:16:55,038 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 14:16:55,040 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-15 +2024-11-21 14:16:55,043 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 14:16:55,045 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 14:16:55,046 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-15 +2024-11-21 14:16:55,048 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 14:16:55,050 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 14:16:55,052 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 14:16:55,053 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-15 +2024-11-21 14:16:55,055 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 14:16:55,058 - my_logger - INFO - Column DOE-; was last updated at 2024-11-15 +2024-11-21 14:16:55,059 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-15 +2024-11-21 14:16:55,061 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-15 +2024-11-21 14:16:55,064 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-15 +2024-11-21 14:16:55,066 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-15 +2024-11-21 14:16:55,067 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-15 +2024-11-21 14:16:55,070 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-19 +2024-11-21 14:16:55,071 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-19 +2024-11-21 14:16:55,074 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-15 +2024-11-21 14:16:55,076 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-15 +2024-11-21 14:16:55,078 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-15 +2024-11-21 14:16:55,079 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-15 +2024-11-21 14:16:55,081 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 14:16:55,083 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 14:16:55,085 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 14:16:55,087 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,090 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:16:55,092 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:16:55,094 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,095 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,097 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,099 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,101 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,103 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,105 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,107 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:16:55,109 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,111 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:16:55,113 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,114 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:16:55,116 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,118 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 14:16:55,119 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,121 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,123 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,125 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,127 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,129 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 14:16:55,131 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,133 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,135 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,136 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,138 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,140 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,143 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,145 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,147 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,149 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,151 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,152 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,154 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,157 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,159 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,161 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,163 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,165 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,167 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,169 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,170 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,173 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,175 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:16:55,177 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,179 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 14:16:55,181 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,182 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,184 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,186 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,187 - my_logger - INFO - 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my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,213 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,216 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,218 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,220 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,222 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,224 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,227 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,229 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,231 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,233 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,234 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,237 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,239 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,242 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,244 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,246 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:16:55,248 - my_logger - INFO - Column ˮλ was last updated at 2024-11-20 +2024-11-21 14:16:55,250 - my_logger - INFO - Column ovx index was last updated at 2024-11-20 +2024-11-21 14:16:55,251 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-20 +2024-11-21 14:16:55,253 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-20 +2024-11-21 14:16:55,255 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-20 +2024-11-21 14:16:55,259 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-20 +2024-11-21 14:16:55,261 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-15 +2024-11-21 14:16:55,262 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 14:16:55,264 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 14:16:55,266 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 14:16:55,268 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-19 +2024-11-21 14:16:55,270 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-20 +2024-11-21 14:16:55,272 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-20 +2024-11-21 14:16:55,277 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 14:16:55,279 - my_logger - INFO - ɾԤǰ(2517, 504) +2024-11-21 14:16:55,282 - my_logger - INFO - ɾԤ(2517, 429) +2024-11-21 14:16:55,283 - my_logger - INFO - ɾ²ǰ(2517, 429) +2024-11-21 14:16:55,770 - my_logger - INFO - ɾ²(2517, 425) +2024-11-21 14:16:55,773 - my_logger - INFO - ɾԤΪֵк(1781, 425) +2024-11-21 14:16:55,777 - my_logger - INFO - ɾȫΪֵк(1781, 354) +2024-11-21 14:16:59,245 - my_logger - INFO - ն(222) ܶ(130) ¶(1) 0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ 1 īӹWTIԭCDU йͱ 2 ¼ӹDubaiԭCDU DOE-Ͳ/3 3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ 4 īӹWTIԭCDU M2 Ͳܶȣ .. ... ... ... -249 C2403150124 -250 FVHCM1 INDEX -251 lmcads03 lme comdty -252 GC1 COMB Comdty -253 C2404167855 +217 C2403128043 +218 C2403150124 +219 FVHCM1 INDEX +220 GC1 COMB Comdty +221 C2404167855 -[254 rows x 3 columns] -2024-11-15 18:17:57,890 - my_logger - INFO - Ϣܹ383,ն(254),ܶ(130),61(1), 꿴 1б +[222 rows x 3 columns] +2024-11-21 14:16:59,260 - my_logger - INFO - Ϣܹ351,ն(222),ܶ(130),¶(1), 꿴 1б ̣ 1. 2. ɾУûֵɾ @@ -8066,2292 +653,1027 @@ Testing set head: -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ Է -2024-11-15 18:17:57,893 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-15 18:17:59,955 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-15 00:00:00', y = '71.59' WHERE ds = '2024-11-15 00:00:00' -2024-11-15 18:17:59,971 - my_logger - INFO - ʼѵģ... -2024-11-15 18:18:00,002 - my_logger - INFO - Training set head: -2024-11-15 18:18:00,003 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ ... is_quarter_start is_quarter_end is_year_start is_year_end unique_id -2509 2018-01-02 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 -2508 2018-01-03 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 -2507 2018-01-04 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 -2506 2018-01-05 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 -2503 2018-01-08 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 - -[5 rows x 401 columns] -2024-11-15 18:18:00,564 - my_logger - INFO - -Testing set head: -2024-11-15 18:18:00,566 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ ... is_quarter_start is_quarter_end is_year_start is_year_end unique_id -2005 2019-05-21 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 -2004 2019-05-22 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 -2003 2019-05-23 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 -2002 2019-05-24 38186.0 732.4702 -343.0476 65758.0 ... 0.0 0.0 0.0 0.0 1 -1999 2019-05-27 38186.0 732.4702 -343.0476 65758.0 ... 0.0 0.0 0.0 0.0 1 - -[5 rows x 401 columns] -2024-11-15 18:33:20,986 - my_logger - INFO - ģѵ -2024-11-15 18:33:20,988 - my_logger - INFO - ѵݻͼing -2024-11-15 18:33:27,812 - my_logger - INFO - ѵݻͼend -2024-11-15 18:33:27,816 - my_logger - INFO - ing -2024-11-15 18:33:29,930 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-15 18:33:35,583 - my_logger - INFO - ۸ָܺΪ75.66616522030503 -2024-11-15 18:33:35,585 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-15 18:33:40,708 - my_logger - INFO - ӦָܺΪ15.188119101907914 -2024-11-15 18:33:40,711 - my_logger - INFO - ʼֱָͼ -2024-11-15 18:33:46,506 - my_logger - INFO - ָܺΪ6.8879428282023385 -2024-11-15 18:33:46,508 - my_logger - INFO - ʼƿֱָͼ -2024-11-15 18:33:52,218 - my_logger - INFO - ָܺΪ20.360174231855385 -2024-11-15 18:33:52,220 - my_logger - INFO - ʼڻгֱָͼ -2024-11-15 18:33:59,479 - my_logger - INFO - ڻгָܺΪ55.22541810821176 -2024-11-15 18:33:59,481 - my_logger - INFO - ʼֱָͼ -2024-11-15 18:34:00,172 - my_logger - INFO - ָܺΪ1.0251720533986193 -2024-11-15 18:34:00,173 - my_logger - INFO - ʼƽֱָͼ -2024-11-15 18:34:05,712 - my_logger - INFO - ָܺΪ6.390651167523085 -2024-11-15 18:34:05,713 - my_logger - INFO - ʼֱָͼ -2024-11-15 18:34:11,386 - my_logger - INFO - ָܺΪ12.427816901649278 -2024-11-15 18:34:11,387 - my_logger - INFO - ʼܺ͵ͼ -2024-11-15 18:34:11,969 - my_logger - INFO - ܺ͵ͼ -2024-11-15 18:34:19,227 - my_logger - INFO - end -2024-11-15 18:34:19,228 - my_logger - INFO - ģѵ -2024-11-18 10:06:00,500 - my_logger - INFO - etaȡ... -2024-11-18 10:06:00,500 - my_logger - INFO - etaȡ... -2024-11-18 10:06:54,408 - my_logger - INFO - ָ PEͷPPͷ -2024-11-18 10:06:54,408 - my_logger - INFO - ָ PEͷPPͷ -2024-11-18 10:06:54,410 - my_logger - INFO - ָ PP2409ǰ20൥ -2024-11-18 10:06:54,410 - my_logger - INFO - ָ PP2409ǰ20൥ -2024-11-18 10:06:54,411 - my_logger - INFO - ָ PP2409ǰ20յ -2024-11-18 10:06:54,411 - my_logger - INFO - ָ PP2409ǰ20յ -2024-11-18 10:07:21,185 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] -2024-11-18 10:07:21,185 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] -2024-11-18 10:07:21,187 - my_logger - INFO - lmcads03 lme comdty -2024-11-18 10:07:21,187 - my_logger - INFO - lmcads03 lme comdty -2024-11-18 10:07:21,721 - my_logger - INFO - GC1 COMB Comdty -2024-11-18 10:07:21,721 - my_logger - INFO - GC1 COMB Comdty -2024-11-18 10:07:22,583 - my_logger - INFO - C2404171822 -2024-11-18 10:07:22,583 - my_logger - INFO - C2404171822 -2024-11-18 10:07:23,502 - my_logger - INFO - dxy curncy -2024-11-18 10:07:23,502 - my_logger - INFO - dxy curncy -2024-11-18 10:07:24,352 - my_logger - INFO - S5443199 -2024-11-18 10:07:24,352 - my_logger - INFO - S5443199 -2024-11-18 10:07:24,764 - my_logger - INFO - S5479800 -2024-11-18 10:07:24,764 - my_logger - INFO - S5479800 -2024-11-18 10:07:25,113 - my_logger - INFO - S5443108 -2024-11-18 10:07:25,113 - my_logger - INFO - S5443108 -2024-11-18 10:07:25,558 - my_logger - INFO - H7358586 -2024-11-18 10:07:25,558 - my_logger - INFO - H7358586 -2024-11-18 10:07:25,792 - my_logger - INFO - LC3FM1 INDEX -2024-11-18 10:07:25,792 - my_logger - INFO - LC3FM1 INDEX -2024-11-18 10:07:26,164 - my_logger - INFO - CNY REGN Curncy -2024-11-18 10:07:26,164 - my_logger - INFO - CNY REGN Curncy -2024-11-18 10:07:27,301 - my_logger - INFO - s0105897 -2024-11-18 10:07:27,301 - my_logger - INFO - s0105897 -2024-11-18 10:07:28,247 - my_logger - INFO - M0067419 -2024-11-18 10:07:28,247 - my_logger - INFO - M0067419 -2024-11-18 10:07:29,118 - my_logger - INFO - M0066351 -2024-11-18 10:07:29,118 - my_logger - INFO - M0066351 -2024-11-18 10:07:29,749 - my_logger - INFO - S0266372 -2024-11-18 10:07:29,749 - my_logger - INFO - S0266372 -2024-11-18 10:07:30,155 - my_logger - INFO - S0266438 -2024-11-18 10:07:30,155 - my_logger - INFO - S0266438 -2024-11-18 10:07:30,550 - my_logger - INFO - S0266506 -2024-11-18 10:07:30,550 - my_logger - INFO - S0266506 -2024-11-18 10:07:30,997 - my_logger - INFO - date PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ۱ϩ̼ۣ ۱ϩƷ۲˿ úƾ۱ϩ ... ڰһ ϻҵƷָ PVCڻ PEڻ̼ PP-1 PP-5 PP-9 -6554 2024-11-18 NaN NaN NaN NaN NaN NaN ... NaN NaN NaN NaN NaN NaN NaN -6555 2024-11-17 NaN NaN NaN NaN NaN NaN ... NaN NaN NaN NaN NaN NaN NaN -6556 2024-11-16 NaN NaN NaN NaN NaN NaN ... NaN NaN NaN NaN NaN NaN NaN -2915 2024-11-15 NaN NaN NaN NaN NaN NaN ... 7.2300 3708.14 NaN NaN NaN NaN NaN -1963 2024-11-14 NaN NaN NaN NaN NaN NaN ... 7.2271 3739.76 NaN NaN NaN NaN NaN - -[5 rows x 356 columns] -2024-11-18 10:07:30,997 - my_logger - INFO - date PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ۱ϩ̼ۣ ۱ϩƷ۲˿ úƾ۱ϩ ... ڰһ ϻҵƷָ PVCڻ PEڻ̼ PP-1 PP-5 PP-9 -6554 2024-11-18 NaN NaN NaN NaN NaN NaN ... NaN NaN NaN NaN NaN NaN NaN -6555 2024-11-17 NaN NaN NaN NaN NaN NaN ... NaN NaN NaN NaN NaN NaN NaN -6556 2024-11-16 NaN NaN NaN NaN NaN NaN ... NaN NaN NaN NaN NaN NaN NaN -2915 2024-11-15 NaN NaN NaN NaN NaN NaN ... 7.2300 3708.14 NaN NaN NaN NaN NaN -1963 2024-11-14 NaN NaN NaN NaN NaN NaN ... 7.2271 3739.76 NaN NaN NaN NaN NaN - -[5 rows x 356 columns] -2024-11-18 10:09:44,878 - my_logger - INFO - ɾ²ǰ(2514, 353) -2024-11-18 10:09:44,878 - my_logger - INFO - ɾ²ǰ(2514, 353) -2024-11-18 10:09:45,567 - my_logger - INFO - ɾ²(2514, 314) -2024-11-18 10:09:45,567 - my_logger - INFO - ɾ²(2514, 314) -2024-11-18 10:09:45,572 - my_logger - INFO - ɾԤΪֵк(770, 314) -2024-11-18 10:09:45,572 - my_logger - INFO - ɾԤΪֵк(770, 314) -2024-11-18 10:09:45,576 - my_logger - INFO - ɾȫΪֵк(770, 314) -2024-11-18 10:09:45,576 - my_logger - INFO - ɾȫΪֵк(770, 314) -2024-11-18 10:09:50,016 - my_logger - INFO - ն(218) ܶ(94) 154(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -213 PEڻ̼ -214 PP-1 -215 PP-5 -216 PP-9 -217 y - -[218 rows x 3 columns] -2024-11-18 10:09:50,016 - my_logger - INFO - ն(218) ܶ(94) 154(1) -0 PP̼ϲв/ CP M1 PEעܿ/ йгƽۣBOPPĤ -1 Ͼ۱ϩ̼ۣ PPйܣ -2 ۱ϩ̼ۣ PPƽйܣ -3 ۱ϩ̼ۣ PPйܣ -4 úƾ۱ϩ PPָ -.. ... ... ... -213 PEڻ̼ -214 PP-1 -215 PP-5 -216 PP-9 -217 y - -[218 rows x 3 columns] -2024-11-18 10:09:50,054 - my_logger - INFO - Ϣܹ311,ն(218),ܶ(94),154(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-18 10:09:50,054 - my_logger - INFO - Ϣܹ311,ն(218),ܶ(94),154(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-18 10:09:50,058 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-18 10:09:50,058 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-18 10:09:51,666 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-15 00:00:00', y = '7393.333333333333' WHERE ds = '2024-11-15 00:00:00' -2024-11-18 10:09:51,666 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-15 00:00:00', y = '7393.333333333333' WHERE ds = '2024-11-15 00:00:00' -2024-11-18 10:09:51,677 - my_logger - INFO - һԤģ -2024-11-18 10:09:51,677 - my_logger - INFO - һԤģ -2024-11-18 10:09:51,705 - my_logger - INFO - 20Ԥв͵ģƣBiTCN -2024-11-18 10:09:51,705 - my_logger - INFO - 20Ԥв͵ģƣBiTCN -2024-11-18 10:09:51,717 - my_logger - INFO - ʼѵģ... -2024-11-18 10:09:51,717 - my_logger - INFO - ʼѵģ... -2024-11-18 10:09:51,738 - my_logger - INFO - Training set head: -2024-11-18 10:09:51,738 - my_logger - INFO - Training set head: -2024-11-18 10:09:51,749 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ۱ϩ̼ۣ úƾ۱ϩ ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id -737 2021-10-19 -165.5689 57.0 -93.0 -43.0 -5763.0 ... 0.0 0.0 0.0 0.0 0.0 1 -736 2021-10-20 -165.5689 198.0 48.0 148.0 -6063.0 ... 0.0 0.0 0.0 0.0 0.0 1 -735 2021-10-21 -165.5689 215.0 -75.0 35.0 -6135.0 ... 0.0 0.0 0.0 0.0 0.0 1 -734 2021-10-22 -165.5689 177.0 -63.0 27.0 -6313.0 ... 0.0 0.0 0.0 0.0 0.0 1 -733 2021-10-25 -165.5689 298.0 -2.0 48.0 -6463.0 ... 0.0 0.0 0.0 0.0 0.0 1 - -[5 rows x 329 columns] -2024-11-18 10:09:51,749 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ۱ϩ̼ۣ úƾ۱ϩ ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id -737 2021-10-19 -165.5689 57.0 -93.0 -43.0 -5763.0 ... 0.0 0.0 0.0 0.0 0.0 1 -736 2021-10-20 -165.5689 198.0 48.0 148.0 -6063.0 ... 0.0 0.0 0.0 0.0 0.0 1 -735 2021-10-21 -165.5689 215.0 -75.0 35.0 -6135.0 ... 0.0 0.0 0.0 0.0 0.0 1 -734 2021-10-22 -165.5689 177.0 -63.0 27.0 -6313.0 ... 0.0 0.0 0.0 0.0 0.0 1 -733 2021-10-25 -165.5689 298.0 -2.0 48.0 -6463.0 ... 0.0 0.0 0.0 0.0 0.0 1 - -[5 rows x 329 columns] -2024-11-18 10:09:53,173 - my_logger - INFO - -Testing set head: -2024-11-18 10:09:53,173 - my_logger - INFO - -Testing set head: -2024-11-18 10:09:53,176 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ۱ϩ̼ۣ úƾ۱ϩ ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id -588 2022-05-31 638.7137 -22.0 -152.0 -82.0 -1047.0 ... 1.0 0.0 0.0 0.0 0.0 1 -587 2022-06-01 621.7030 22.0 -178.0 -78.0 -959.0 ... 0.0 0.0 0.0 0.0 0.0 1 -586 2022-06-02 552.9803 40.0 -160.0 -60.0 -962.0 ... 0.0 0.0 0.0 0.0 0.0 1 -585 2022-06-06 603.3724 74.0 -96.0 24.0 -1487.0 ... 0.0 0.0 0.0 0.0 0.0 1 -584 2022-06-07 637.3217 65.0 -105.0 -5.0 -1525.0 ... 0.0 0.0 0.0 0.0 0.0 1 - -[5 rows x 329 columns] -2024-11-18 10:09:53,176 - my_logger - INFO - ds PP̼ϲв/ CP M1 Ͼ۱ϩ̼ۣ ۱ϩ̼ۣ ۱ϩ̼ۣ úƾ۱ϩ ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id -588 2022-05-31 638.7137 -22.0 -152.0 -82.0 -1047.0 ... 1.0 0.0 0.0 0.0 0.0 1 -587 2022-06-01 621.7030 22.0 -178.0 -78.0 -959.0 ... 0.0 0.0 0.0 0.0 0.0 1 -586 2022-06-02 552.9803 40.0 -160.0 -60.0 -962.0 ... 0.0 0.0 0.0 0.0 0.0 1 -585 2022-06-06 603.3724 74.0 -96.0 24.0 -1487.0 ... 0.0 0.0 0.0 0.0 0.0 1 -584 2022-06-07 637.3217 65.0 -105.0 -5.0 -1525.0 ... 0.0 0.0 0.0 0.0 0.0 1 - -[5 rows x 329 columns] -2024-11-18 10:49:29,778 - my_logger - INFO - ģѵ -2024-11-18 10:49:29,778 - my_logger - INFO - ģѵ -2024-11-18 10:49:29,786 - my_logger - INFO - ѵݻͼing -2024-11-18 10:49:29,786 - my_logger - INFO - ѵݻͼing -2024-11-18 10:49:43,596 - my_logger - INFO - ѵݻͼend -2024-11-18 10:49:43,596 - my_logger - INFO - ѵݻͼend -2024-11-18 10:49:43,598 - my_logger - INFO - ing -2024-11-18 10:49:43,598 - my_logger - INFO - ing -2024-11-18 10:49:43,838 - my_logger - INFO - ʼƼ۲ֱָͼ -2024-11-18 10:49:43,838 - my_logger - INFO - ʼƼ۲ֱָͼ -2024-11-18 10:49:47,073 - my_logger - INFO - ۲ָܺΪ10.814716584830332 -2024-11-18 10:49:47,073 - my_logger - INFO - ۲ָܺΪ10.814716584830332 -2024-11-18 10:49:47,076 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-18 10:49:47,076 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-18 10:50:06,439 - my_logger - INFO - ۸ָܺΪ91.98314551215225 -2024-11-18 10:50:06,439 - my_logger - INFO - ۸ָܺΪ91.98314551215225 -2024-11-18 10:50:06,441 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-18 10:50:06,441 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-18 10:50:09,470 - my_logger - INFO - ӦָܺΪ19.66136841994071 -2024-11-18 10:50:09,470 - my_logger - INFO - ӦָܺΪ19.66136841994071 -2024-11-18 10:50:09,473 - my_logger - INFO - ʼֱָͼ -2024-11-18 10:50:09,473 - my_logger - INFO - ʼֱָͼ -2024-11-18 10:50:12,509 - my_logger - INFO - ָܺΪ12.058695472629214 -2024-11-18 10:50:12,509 - my_logger - INFO - ָܺΪ12.058695472629214 -2024-11-18 10:50:12,512 - my_logger - INFO - ʼƿֱָͼ -2024-11-18 10:50:12,512 - my_logger - INFO - ʼƿֱָͼ -2024-11-18 10:50:15,850 - my_logger - INFO - ָܺΪ11.264030583132975 -2024-11-18 10:50:15,850 - my_logger - INFO - ָܺΪ11.264030583132975 -2024-11-18 10:50:15,853 - my_logger - INFO - ʼƽֱָͼ -2024-11-18 10:50:15,853 - my_logger - INFO - ʼƽֱָͼ -2024-11-18 10:50:17,289 - my_logger - INFO - ָܺΪ1.622047913440314 -2024-11-18 10:50:17,289 - my_logger - INFO - ָܺΪ1.622047913440314 -2024-11-18 10:50:17,291 - my_logger - INFO - ʼֱָͼ -2024-11-18 10:50:17,291 - my_logger - INFO - ʼֱָͼ -2024-11-18 10:50:19,425 - my_logger - INFO - ָܺΪ6.771694321728618 -2024-11-18 10:50:19,425 - my_logger - INFO - ָܺΪ6.771694321728618 -2024-11-18 10:50:19,427 - my_logger - INFO - ʼܺ͵ͼ -2024-11-18 10:50:19,427 - my_logger - INFO - ʼܺ͵ͼ -2024-11-18 10:50:19,983 - my_logger - INFO - ܺ͵ͼ -2024-11-18 10:50:19,983 - my_logger - INFO - ܺ͵ͼ -2024-11-18 10:50:27,476 - my_logger - INFO - end -2024-11-18 10:50:27,476 - my_logger - INFO - end -2024-11-18 10:50:27,477 - my_logger - INFO - ģѵ -2024-11-18 10:50:27,477 - my_logger - INFO - ģѵ -2024-11-18 10:50:30,413 - my_logger - INFO - ʼͳɹ -2024-11-18 10:50:30,413 - my_logger - INFO - ʼͳɹ -2024-11-19 14:01:17,814 - my_logger - INFO - etaȡ... -2024-11-19 14:01:18,389 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ -2024-11-19 14:01:18,629 - my_logger - INFO - ָ :ͳͶʹ::ֵܾ -2024-11-19 14:01:18,835 - my_logger - INFO - ָ :ɽ:ͳͶʹ::ֵܾ -2024-11-19 14:01:19,019 - my_logger - INFO - ָ :īذ:ͳͶʹ::ֵܾ -2024-11-19 14:01:19,199 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ -2024-11-19 14:01:19,382 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ -2024-11-19 14:01:20,343 - my_logger - INFO - ָ йִ/7DMA -2024-11-19 14:01:20,806 - my_logger - INFO - ָ ͱ裨ܶȣ1ܻֵ -2024-11-19 14:01:20,807 - my_logger - INFO - ָ ͱ裨ܶȣ1ܻ -2024-11-19 14:01:21,051 - my_logger - INFO - ָ Ͳܶȣ1ܻ -2024-11-19 14:01:22,271 - my_logger - INFO - ָ ԭܶȱ/4WMA -2024-11-19 14:01:22,272 - my_logger - INFO - ָ Ʒ/4WMA -2024-11-19 14:01:22,273 - my_logger - INFO - ָ Ʒ4ܻ -2024-11-19 14:01:22,493 - my_logger - INFO - ָ ˹/500 -2024-11-19 14:01:22,493 - my_logger - INFO - ָ DOE-Ͳ1ܻ -2024-11-19 14:01:22,494 - my_logger - INFO - ָ DOE-Ͳ1ܻ -2024-11-19 14:01:22,494 - my_logger - INFO - ָ úһܻֵ -2024-11-19 14:01:22,495 - my_logger - INFO - ָ ͱһܻֵ -2024-11-19 14:01:22,495 - my_logger - INFO - ָ ͱһܻֵ -2024-11-19 14:01:22,496 - my_logger - INFO - ָ ŷѲ -2024-11-19 14:01:22,496 - my_logger - INFO - ָ ŷ޲Ѳ -2024-11-19 14:01:22,858 - my_logger - INFO - ָ йӪ1ܻ -2024-11-19 14:01:23,359 - my_logger - INFO - ָ ӵָܻȣ/3WMA -2024-11-19 14:01:23,360 - my_logger - INFO - ָ ԭ1ܻ -2024-11-19 14:01:24,507 - my_logger - INFO - ָ ԭ4ֵܾ -2024-11-19 14:01:25,690 - my_logger - INFO - ָ ڻѲ -2024-11-19 14:01:25,691 - my_logger - INFO - ָ īѲ -2024-11-19 14:01:25,805 - my_logger - INFO - ָ ŦԼ۲Ѳ -2024-11-19 14:01:25,805 - my_logger - INFO - ָ ŷ޲ڻѲ -2024-11-19 14:01:25,806 - my_logger - INFO - ָ ŷѲ -2024-11-19 14:01:25,806 - my_logger - INFO - ָ ¼²Ѳ -2024-11-19 14:01:25,807 - my_logger - INFO - ָ ڻѲ -2024-11-19 14:01:25,807 - my_logger - INFO - ָ īѲ -2024-11-19 14:01:25,808 - my_logger - INFO - ָ ŦԼѲ -2024-11-19 14:01:25,809 - my_logger - INFO - ָ ŷ¹صѲ -2024-11-19 14:01:25,809 - my_logger - INFO - ָ ¼Ѳ -2024-11-19 14:01:28,711 - my_logger - INFO - ָ ú4ƽ -2024-11-19 14:01:30,537 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ/65DMA -2024-11-19 14:01:30,538 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ/65DMA -2024-11-19 14:01:30,539 - my_logger - INFO - ָ HO12ºԼѽ/65DMA -2024-11-19 14:01:30,539 - my_logger - INFO - ָ RBOB12ºԼѽ/65DMA -2024-11-19 14:01:30,540 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ -2024-11-19 14:01:30,540 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ -2024-11-19 14:01:30,541 - my_logger - INFO - ָ HO12ºԼѽ/5DMA -2024-11-19 14:01:30,541 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA -2024-11-19 14:01:33,715 - my_logger - INFO - ָ Brent1Լ۸/2DMA -2024-11-19 14:01:33,716 - my_logger - INFO - ָ Brent1Լ۸/7DMA -2024-11-19 14:01:33,716 - my_logger - INFO - ָ Brent1Լ۸/23DMA -2024-11-19 14:01:33,717 - my_logger - INFO - ָ ԭͿ泬/5ϲв/WTI c1-c6 -2024-11-19 14:01:33,717 - my_logger - INFO - ָ Brent1Լ۸/5DMA -2024-11-19 14:01:33,717 - my_logger - INFO - ָ Brent c1-c2/3 -2024-11-19 14:01:33,718 - my_logger - INFO - ָ PP̼ϲв/ڻ̼ۣԾԭ -2024-11-19 14:01:33,718 - my_logger - INFO - ָ Brent1Լ۸/11DMA -2024-11-19 14:01:33,718 - my_logger - INFO - ָ ɽѽ۲ϲв/ڻۣԾԭ -2024-11-19 14:01:33,719 - my_logger - INFO - ָ ɽѽ۲ϲв/ -2024-11-19 14:01:33,719 - my_logger - INFO - ָ ԭ(йʤ)ϲв/ԭ -2024-11-19 14:01:33,720 - my_logger - INFO - ָ Brent1Լ۸/21DMA -2024-11-19 14:01:33,720 - my_logger - INFO - ָ Brent1Լ۸/14DMA -2024-11-19 14:01:33,721 - my_logger - INFO - ָ Brent1Լ۸/15DMA -2024-11-19 14:01:33,721 - my_logger - INFO - ָ Brent1-12 -2024-11-19 14:01:40,824 - my_logger - INFO - ָ WTI c1-c36 -2024-11-19 14:01:40,825 - my_logger - INFO - ָ WTI c1-c24 -2024-11-19 14:01:40,826 - my_logger - INFO - ָ WTI c1-c12 -2024-11-19 14:01:43,007 - my_logger - INFO - ָ Brent c1-c36 -2024-11-19 14:01:43,007 - my_logger - INFO - ָ Brent c1-c24 -2024-11-19 14:01:43,008 - my_logger - INFO - ָ Brent c1-c12 -2024-11-19 14:01:46,501 - my_logger - INFO - ָ Brent1Լ۸1ջ -2024-11-19 14:01:46,502 - my_logger - INFO - ָ Brent1Լ۸1ջ -2024-11-19 14:01:46,502 - my_logger - INFO - ָ WTI1Լ۸ϲв/500ָ -2024-11-19 14:01:46,927 - my_logger - INFO - ָ Dubai2Լ۸ -2024-11-19 14:01:46,927 - my_logger - INFO - ָ Dubai4Լ۸ -2024-11-19 14:01:47,304 - my_logger - INFO - ָ RBOBڻ2212·ݺԼ۸ -2024-11-19 14:01:47,305 - my_logger - INFO - ָ RBOBڻ2301·ݺԼ۸ -2024-11-19 14:01:47,306 - my_logger - INFO - ָ RBOBڻ2306·ݺԼ۸ -2024-11-19 14:01:48,852 - my_logger - INFO - ָ Dubai7Լ۸ -2024-11-19 14:01:48,853 - my_logger - INFO - ָ Dubai9Լ۸ -2024-11-19 14:01:48,854 - my_logger - INFO - ָ ϰ7-9² -2024-11-19 14:01:49,798 - my_logger - INFO - ָ Brent2 -2024-11-19 14:01:49,799 - my_logger - INFO - ָ WTI2Լ۸ -2024-11-19 14:01:50,606 - my_logger - INFO - ָ WTI4Լ۸ -2024-11-19 14:01:51,335 - my_logger - INFO - ָ Brent4Լ۸ -2024-11-19 14:01:52,623 - my_logger - INFO - ָ WTI7Լ۸ -2024-11-19 14:01:52,846 - my_logger - INFO - ָ WTI12Լ۸ -2024-11-19 14:01:53,192 - my_logger - INFO - ָ 24Լ۸ -2024-11-19 14:01:53,666 - my_logger - INFO - ָ Brent6Լ۸ -2024-11-19 14:01:53,667 - my_logger - INFO - ָ Brent12Լ۸ -2024-11-19 14:01:53,668 - my_logger - INFO - ָ Brent9Լ -2024-11-19 14:01:53,668 - my_logger - INFO - ָ brent3Լ -2024-11-19 14:01:53,669 - my_logger - INFO - ָ Brent5 -2024-11-19 14:01:53,669 - my_logger - INFO - ָ Brent10Լ -2024-11-19 14:01:53,670 - my_logger - INFO - ָ Brent11Լ -2024-11-19 14:01:53,670 - my_logger - INFO - ָ WTI3Լ۸ -2024-11-19 14:01:53,671 - my_logger - INFO - ָ Brent 7Լ۸ -2024-11-19 14:01:53,671 - my_logger - INFO - ָ Brent8Լ۸ -2024-11-19 14:01:53,672 - my_logger - INFO - ָ Brent13 -2024-11-19 14:01:54,156 - my_logger - INFO - ָ ICE Brent c15 -2024-11-19 14:01:54,157 - my_logger - INFO - ָ ICE Brent c16 -2024-11-19 14:01:54,158 - my_logger - INFO - ָ ICE Brent c17 -2024-11-19 14:01:54,158 - my_logger - INFO - ָ ICE Brent c18 -2024-11-19 14:01:54,159 - my_logger - INFO - ָ ICE Brent c19 -2024-11-19 14:01:54,159 - my_logger - INFO - ָ ICE Brent c20 -2024-11-19 14:01:54,397 - my_logger - INFO - ָ ICE Brent c21 -2024-11-19 14:01:54,399 - my_logger - INFO - ָ ICE Brent c22 -2024-11-19 14:01:54,399 - my_logger - INFO - ָ ICE Brent c23 -2024-11-19 14:01:54,400 - my_logger - INFO - ָ ICE Brent c25 -2024-11-19 14:01:54,400 - my_logger - INFO - ָ ICE Brent c26 -2024-11-19 14:01:54,401 - my_logger - INFO - ָ ICE Brent c27 -2024-11-19 14:01:54,401 - my_logger - INFO - ָ ICE Brent c28 -2024-11-19 14:01:54,401 - my_logger - INFO - ָ ICE Brent c29 -2024-11-19 14:01:54,402 - my_logger - INFO - ָ ICE Brent c30 -2024-11-19 14:01:54,402 - my_logger - INFO - ָ ICE Brent c31 -2024-11-19 14:01:54,403 - my_logger - INFO - ָ ICE Brent c32 -2024-11-19 14:01:54,403 - my_logger - INFO - ָ ICE Brent c33 -2024-11-19 14:01:54,404 - my_logger - INFO - ָ ICE Brent c34 -2024-11-19 14:01:54,404 - my_logger - INFO - ָ ICE Brent c35 -2024-11-19 14:01:54,405 - my_logger - INFO - ָ ICE Brent c36 -2024-11-19 14:01:55,156 - my_logger - INFO - ָ NYMWX WTI c6 -2024-11-19 14:01:55,157 - my_logger - INFO - ָ NYMWX WTI c8 -2024-11-19 14:01:55,157 - my_logger - INFO - ָ NYMWX WTI c9 -2024-11-19 14:01:55,159 - my_logger - INFO - ָ NYMWX WTI c10 -2024-11-19 14:01:55,159 - my_logger - INFO - ָ NYMWX WTI c11 -2024-11-19 14:01:55,160 - my_logger - INFO - ָ NYMWX WTI c13 -2024-11-19 14:01:55,160 - my_logger - INFO - ָ NYMWX WTI c14 -2024-11-19 14:01:55,161 - my_logger - INFO - ָ NYMWX WTI c15 -2024-11-19 14:01:55,161 - my_logger - INFO - ָ NYMWX WTI c16 -2024-11-19 14:01:55,162 - my_logger - INFO - ָ NYMWX WTI c17 -2024-11-19 14:01:55,162 - my_logger - INFO - ָ NYMWX WTI c18 -2024-11-19 14:01:55,163 - my_logger - INFO - ָ NYMWX WTI c19 -2024-11-19 14:01:55,163 - my_logger - INFO - ָ NYMWX WTI c20 -2024-11-19 14:01:55,163 - my_logger - INFO - ָ NYMWX WTI c21 -2024-11-19 14:01:55,164 - my_logger - INFO - ָ NYMWX WTI c22 -2024-11-19 14:01:55,164 - my_logger - INFO - ָ NYMWX WTI c23 -2024-11-19 14:01:55,165 - my_logger - INFO - ָ NYMWX WTI c25 -2024-11-19 14:01:55,165 - my_logger - INFO - ָ NYMWX WTI c26 -2024-11-19 14:01:55,166 - my_logger - INFO - ָ NYMWX WTI c27 -2024-11-19 14:01:55,167 - my_logger - INFO - ָ NYMWX WTI c28 -2024-11-19 14:01:55,167 - my_logger - INFO - ָ NYMWX WTI c29 -2024-11-19 14:01:55,168 - my_logger - INFO - ָ NYMWX WTI c30 -2024-11-19 14:01:55,168 - my_logger - INFO - ָ NYMWX WTI c31 -2024-11-19 14:01:55,168 - my_logger - INFO - ָ NYMWX WTI c32 -2024-11-19 14:01:55,169 - my_logger - INFO - ָ NYMWX WTI c33 -2024-11-19 14:01:55,170 - my_logger - INFO - ָ NYMWX WTI c34 -2024-11-19 14:01:55,171 - my_logger - INFO - ָ NYMWX WTI c35 -2024-11-19 14:01:55,171 - my_logger - INFO - ָ NYMWX WTI c36 -2024-11-19 14:01:55,403 - my_logger - INFO - ָ INE SC c2 -2024-11-19 14:01:55,404 - my_logger - INFO - ָ INE SC c3 -2024-11-19 14:01:55,404 - my_logger - INFO - ָ INE SC c4 -2024-11-19 14:01:55,405 - my_logger - INFO - ָ INE SC c5 -2024-11-19 14:01:55,405 - my_logger - INFO - ָ INE SC c6 -2024-11-19 14:01:55,406 - my_logger - INFO - ָ INE SC c7 -2024-11-19 14:01:55,406 - my_logger - INFO - ָ INE SC c8 -2024-11-19 14:01:55,407 - my_logger - INFO - ָ INE SC c9 -2024-11-19 14:01:55,407 - my_logger - INFO - ָ INE SC c10 -2024-11-19 14:01:55,408 - my_logger - INFO - ָ INE SC c11 -2024-11-19 14:01:55,408 - my_logger - INFO - ָ INE SC c12 -2024-11-19 14:01:55,409 - my_logger - INFO - ָ INE SC c13 -2024-11-19 14:01:55,409 - my_logger - INFO - ָ INE SC c14 -2024-11-19 14:01:55,409 - my_logger - INFO - ָ INE SC c15 -2024-11-19 14:01:55,410 - my_logger - INFO - ָ INE SC c16 -2024-11-19 14:01:55,410 - my_logger - INFO - ָ INE SC c17 -2024-11-19 14:01:55,411 - my_logger - INFO - ָ INE SC c18 -2024-11-19 14:01:55,411 - my_logger - INFO - ָ INE SC c19 -2024-11-19 14:01:55,412 - my_logger - INFO - ָ INE SC c20 -2024-11-19 14:01:55,412 - my_logger - INFO - ָ EFS c1 -2024-11-19 14:01:55,413 - my_logger - INFO - ָ EFS c2 -2024-11-19 14:01:55,413 - my_logger - INFO - ָ EFS c3 -2024-11-19 14:01:55,414 - my_logger - INFO - ָ EFS c4 -2024-11-19 14:01:55,415 - my_logger - INFO - ָ EFS c5 -2024-11-19 14:01:55,415 - my_logger - INFO - ָ EFS c6 -2024-11-19 14:01:55,416 - my_logger - INFO - ָ Dubai Swap c15 -2024-11-19 14:01:55,416 - my_logger - INFO - ָ Dubai Swap c16 -2024-11-19 14:01:55,417 - my_logger - INFO - ָ Dubai Swap c17 -2024-11-19 14:01:55,417 - my_logger - INFO - ָ Dubai Swap c18 -2024-11-19 14:01:55,417 - my_logger - INFO - ָ Dubai Swap c19 -2024-11-19 14:01:55,419 - my_logger - INFO - ָ Dubai Swap c20 -2024-11-19 14:01:55,419 - my_logger - INFO - ָ Dubai Swap c21 -2024-11-19 14:01:55,419 - my_logger - INFO - ָ Dubai Swap c22 -2024-11-19 14:01:55,606 - my_logger - INFO - ָ Oman Swap c2 -2024-11-19 14:01:55,607 - my_logger - INFO - ָ Oman Swap c3 -2024-11-19 14:01:55,607 - my_logger - INFO - ָ Oman Swap c4 -2024-11-19 14:01:55,608 - my_logger - INFO - ָ Oman Swap c5 -2024-11-19 14:01:55,608 - my_logger - INFO - ָ Oman Swap c6 -2024-11-19 14:01:55,609 - my_logger - INFO - ָ Oman Swap c7 -2024-11-19 14:01:55,609 - my_logger - INFO - ָ Oman Swap c8 -2024-11-19 14:01:55,609 - my_logger - INFO - ָ Oman Swap c9 -2024-11-19 14:01:55,610 - my_logger - INFO - ָ Oman Swap c10 -2024-11-19 14:01:55,610 - my_logger - INFO - ָ Oman Swap c11 -2024-11-19 14:01:55,611 - my_logger - INFO - ָ Oman Swap c12 -2024-11-19 14:01:55,611 - my_logger - INFO - ָ Oman Swap c13 -2024-11-19 14:01:55,612 - my_logger - INFO - ָ Oman Swap c14 -2024-11-19 14:01:55,612 - my_logger - INFO - ָ Oman Swap c15 -2024-11-19 14:01:55,613 - my_logger - INFO - ָ Oman Swap c16 -2024-11-19 14:01:55,613 - my_logger - INFO - ָ Oman Swap c17 -2024-11-19 14:01:55,614 - my_logger - INFO - ָ Oman Swap c18 -2024-11-19 14:01:55,614 - my_logger - INFO - ָ Oman Swap c19 -2024-11-19 14:01:55,614 - my_logger - INFO - ָ Oman Swap c20 -2024-11-19 14:01:55,615 - my_logger - INFO - ָ Oman Swap c21 -2024-11-19 14:01:55,615 - my_logger - INFO - ָ Oman Swap c22 -2024-11-19 14:01:55,616 - my_logger - INFO - ָ Oman Swap c23 -2024-11-19 14:01:55,616 - my_logger - INFO - ָ Oman Swap c24 -2024-11-19 14:01:55,617 - my_logger - INFO - ָ Oman Swap c25 -2024-11-19 14:01:55,618 - my_logger - INFO - ָ Oman Swap c26 -2024-11-19 14:01:55,619 - my_logger - INFO - ָ Oman Swap c27 -2024-11-19 14:01:55,620 - my_logger - INFO - ָ Oman Swap c28 -2024-11-19 14:01:55,621 - my_logger - INFO - ָ Oman Swap c29 -2024-11-19 14:01:55,622 - my_logger - INFO - ָ Oman Swap c30 -2024-11-19 14:01:55,622 - my_logger - INFO - ָ Oman Swap c31 -2024-11-19 14:01:55,623 - my_logger - INFO - ָ Oman Swap c32 -2024-11-19 14:01:55,623 - my_logger - INFO - ָ Oman Swap c33 -2024-11-19 14:01:55,624 - my_logger - INFO - ָ Oman Swap c34 -2024-11-19 14:01:55,624 - my_logger - INFO - ָ Oman Swap c35 -2024-11-19 14:01:55,625 - my_logger - INFO - ָ Oman Swap c36 -2024-11-19 14:01:55,625 - my_logger - INFO - ָ Oman Swap c37 -2024-11-19 14:01:55,626 - my_logger - INFO - ָ Oman Swap c38 -2024-11-19 14:01:56,063 - my_logger - INFO - ָ DME Oman c2 -2024-11-19 14:01:56,064 - my_logger - INFO - ָ DME Oman c3 -2024-11-19 14:01:56,065 - my_logger - INFO - ָ DME Oman c4 -2024-11-19 14:01:56,065 - my_logger - INFO - ָ DME Oman c5 -2024-11-19 14:01:56,066 - my_logger - INFO - ָ DME Oman c6 -2024-11-19 14:01:56,262 - my_logger - INFO - ָ Murban Futures c2 -2024-11-19 14:01:56,263 - my_logger - INFO - ָ Murban Futures c3 -2024-11-19 14:01:56,264 - my_logger - INFO - ָ Murban Futures c4 -2024-11-19 14:01:56,264 - my_logger - INFO - ָ Murban Futures c5 -2024-11-19 14:01:56,264 - my_logger - INFO - ָ Murban Futures c6 -2024-11-19 14:02:04,747 - my_logger - INFO - ָ EFS c1-c2 -2024-11-19 14:02:04,748 - my_logger - INFO - ָ TD3C ˷ c1-c2 -2024-11-19 14:02:06,923 - my_logger - INFO - ָ SC c1-c2/7DMA -2024-11-19 14:02:07,081 - my_logger - INFO - ָ Ѳ-Ѳ -2024-11-19 14:02:07,082 - my_logger - INFO - ָ Brent c1-c2 () -2024-11-19 14:02:12,039 - my_logger - INFO - ָ Brent c1-c2 (B) -2024-11-19 14:02:12,279 - my_logger - INFO - ָ WTI c1-c2 (B) -2024-11-19 14:02:12,519 - my_logger - INFO - ָ DME Oman c1 02:30̼Ԥ -2024-11-19 14:02:12,520 - my_logger - INFO - ָ DME Oman c2 02:30̼Ԥ -2024-11-19 14:02:12,985 - my_logger - INFO - ָ Brent1Լ۸/12DMA -2024-11-19 14:02:15,297 - my_logger - INFO - ָ ƷͿ1ܻ -2024-11-19 14:02:15,298 - my_logger - INFO - ָ PADD1ԭͿ1ܻ -2024-11-19 14:02:15,298 - my_logger - INFO - ָ PADD3ԭͿ1ܻ -2024-11-19 14:02:15,299 - my_logger - INFO - ָ PADD2ԭͿ1ܻ -2024-11-19 14:02:15,299 - my_logger - INFO - ָ PADD5ԭͿ1ܻ -2024-11-19 14:02:15,300 - my_logger - INFO - ָ PADD4ԭͿ1ܻ -2024-11-19 14:02:17,341 - my_logger - INFO - ָ ԭͿ1ܻ -2024-11-19 14:02:17,578 - my_logger - INFO - ָ սԴԭͿ1ܻ -2024-11-19 14:02:17,578 - my_logger - INFO - ָ ҵԭͿ1ܻ -2024-11-19 14:02:23,230 - my_logger - INFO - ָ жԭͳɱ+˷ -2024-11-19 14:02:25,212 - my_logger - INFO - ָ Brentԭֻ۸/8DMA -2024-11-19 14:02:25,213 - my_logger - INFO - ָ ֻ:ԭ:ӢDtd/8DMA -2024-11-19 14:02:53,158 - my_logger - INFO - ָ Brent1Լ۸ϲв/Brent 2-3 -2024-11-19 14:02:53,158 - my_logger - INFO - ָ BrentC1-C21ջ -2024-11-19 14:03:05,252 - my_logger - INFO - ָ OMANԭԶֻDES30DMA -2024-11-19 14:03:07,127 - my_logger - INFO - ָ VLCCԭ˼ۣжձ -2024-11-19 14:03:12,767 - my_logger - INFO - ָ ж-йԭ˷ -2024-11-19 14:03:16,817 - my_logger - INFO - ָ ˹嵽йVLCCԭ˷ѣԪ/죩 -2024-11-19 14:03:16,817 - my_logger - INFO - ָ ˹嵽¼VLCC˷ -2024-11-19 14:03:19,371 - my_logger - INFO - ָ ԭͲ -2024-11-19 14:03:29,809 - my_logger - INFO - ָ Brent1Լ۸ϲв/DFL -2024-11-19 14:03:30,611 - my_logger - INFO - ָ SC c3-޳ɱ/7DMA -2024-11-19 14:03:41,024 - my_logger - INFO - ָ ;ڣܶȣ1ܻ -2024-11-19 14:03:41,491 - my_logger - INFO - ָ ҳ͹˾ɼ -2024-11-19 14:03:41,753 - my_logger - INFO - ָ ܶԭͲ1ܻ -2024-11-19 14:03:41,753 - my_logger - INFO - ָ EIAܶNGLͬ -2024-11-19 14:03:41,754 - my_logger - INFO - ָ ԭͻԾͬ -2024-11-19 14:03:41,898 - my_logger - INFO - ָ ԭͣӪʣйܣնȱƵ -2024-11-19 14:03:42,188 - my_logger - INFO - ָ ԭܶȵ/4WMA -2024-11-19 14:03:42,189 - my_logger - INFO - ָ FCCװü -2024-11-19 14:03:42,190 - my_logger - INFO - ָ VDUװü -2024-11-19 14:03:42,436 - my_logger - INFO - ָ CDUװü -2024-11-19 14:03:42,436 - my_logger - INFO - ָ װü -2024-11-19 14:03:42,581 - my_logger - INFO - ָ ˹CDUװü -2024-11-19 14:03:42,819 - my_logger - INFO - ָ CDU -2024-11-19 14:03:42,820 - my_logger - INFO - ָ CDU/7DMA -2024-11-19 14:03:42,821 - my_logger - INFO - ָ CDU/5 -2024-11-19 14:03:43,014 - my_logger - INFO - ָ FCCװü/3 -2024-11-19 14:03:43,014 - my_logger - INFO - ָ ŷFCCװü -2024-11-19 14:03:43,016 - my_logger - INFO - ָ ŷFCCװü/7DMA -2024-11-19 14:03:43,016 - my_logger - INFO - ָ ŷѻװü -2024-11-19 14:03:43,017 - my_logger - INFO - ָ ŷѻװü/7DMA -2024-11-19 14:03:43,017 - my_logger - INFO - ָ FCCװü/7DMA -2024-11-19 14:03:43,018 - my_logger - INFO - ָ CDUװü/3 -2024-11-19 14:03:43,018 - my_logger - INFO - ָ йCDU -2024-11-19 14:03:43,490 - my_logger - INFO - ָ ȫװüޣǧͰ/գ -2024-11-19 14:03:43,491 - my_logger - INFO - ָ ȫװüޣǧͰ/գ -2024-11-19 14:03:43,491 - my_logger - INFO - ָ ȫCDUװüޣǧͰ/գ -2024-11-19 14:03:44,532 - my_logger - INFO - ָ ŷCDUװü -2024-11-19 14:03:44,532 - my_logger - INFO - ָ кCDUװü -2024-11-19 14:03:44,533 - my_logger - INFO - ָ ŷCDUװü -2024-11-19 14:03:44,533 - my_logger - INFO - ָ ŷCDUװü -2024-11-19 14:03:49,297 - my_logger - INFO - ָ ԭͻԾ1ܻ -2024-11-19 14:03:50,605 - my_logger - INFO - ָ ҳ͹˾EOG ɼ -2024-11-19 14:03:50,606 - my_logger - INFO - ָ ʯ͹˾ɼ -2024-11-19 14:03:50,606 - my_logger - INFO - ָ Pioneer˾ɼ -2024-11-19 14:03:50,606 - my_logger - INFO - ָ HESS˾ɼ -2024-11-19 14:03:50,606 - my_logger - INFO - ָ ʯ͹˾ɼ -2024-11-19 14:03:50,608 - my_logger - INFO - ָ Coterra˾ɼ -2024-11-19 14:03:50,608 - my_logger - INFO - ָ Concho Resources ˾ɼ -2024-11-19 14:03:50,609 - my_logger - INFO - ָ Black Stone Minerals LPɼ -2024-11-19 14:03:50,609 - my_logger - INFO - ָ Continental Resources Incɼ -2024-11-19 14:03:50,609 - my_logger - INFO - ָ Diamondback Energy Incɼ -2024-11-19 14:03:51,105 - my_logger - INFO - ָ Դɼ -2024-11-19 14:03:52,283 - my_logger - INFO - ָ Ҫ4ƽԭͺ˽ںϼ -2024-11-19 14:03:52,284 - my_logger - INFO - ָ DOE-ú1ܻ -2024-11-19 14:03:52,284 - my_logger - INFO - ָ DOE-ȼ;1ܻ -2024-11-19 14:03:52,285 - my_logger - INFO - ָ DOE-;1ܻ -2024-11-19 14:03:52,285 - my_logger - INFO - ָ ԭܶȾ1ܻ -2024-11-19 14:03:53,918 - my_logger - INFO - ָ ԭܳ4ƽ -2024-11-19 14:03:54,940 - my_logger - INFO - ָ жйԭ˷ -2024-11-19 14:03:56,342 - my_logger - INFO - ָ DoC4ƽԭͺ˳ -2024-11-19 14:03:56,342 - my_logger - INFO - ָ FSU-ݽ4ƽԭͺ˳ -2024-11-19 14:03:56,343 - my_logger - INFO - ָ FSU-˹4ƽԭͺ˳ -2024-11-19 14:03:56,343 - my_logger - INFO - ָ FSU-˹̹4ƽԭͺ˳ -2024-11-19 14:03:56,344 - my_logger - INFO - ָ FSU-˹̹4ƽԭͺ˳ -2024-11-19 14:03:56,344 - my_logger - INFO - ָ Non-OPEC DoC4ƽԭͺ˳ -2024-11-19 14:03:56,345 - my_logger - INFO - ָ OPEC4ƽԭͺ˳ -2024-11-19 14:03:56,345 - my_logger - INFO - ָ OPEC4ƽԭͺ˳ -2024-11-19 14:03:56,345 - my_logger - INFO - ָ OPEC4ƽԭͺ˳ -2024-11-19 14:03:56,346 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:03:56,346 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:03:56,346 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:03:56,348 - my_logger - INFO - ָ -յ4ƽԭͺ˳ -2024-11-19 14:03:56,348 - my_logger - INFO - ָ -ô4ƽԭͺ˳ -2024-11-19 14:03:56,349 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:03:56,349 - my_logger - INFO - ָ -͢4ƽԭͺ˳ -2024-11-19 14:03:56,350 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:03:56,350 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:03:56,350 - my_logger - INFO - ָ -͸絺4ƽԭͺ˳ -2024-11-19 14:03:56,351 - my_logger - INFO - ָ -϶4ƽԭͺ˳ -2024-11-19 14:03:56,351 - my_logger - INFO - ָ -ױ4ƽԭͺ˳ -2024-11-19 14:03:56,352 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:03:56,352 - my_logger - INFO - ָ -ī4ƽԭͺ˳ -2024-11-19 14:03:56,353 - my_logger - INFO - ָ -ί4ƽԭͺ˳ -2024-11-19 14:03:56,354 - my_logger - INFO - ָ ŷ-Ų4ƽԭͺ˳ -2024-11-19 14:03:56,354 - my_logger - INFO - ָ ŷ-Ӣ4ƽԭͺ˳ -2024-11-19 14:03:56,355 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:03:56,355 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:03:56,356 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:03:56,356 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:03:56,357 - my_logger - INFO - ָ ̫-Ĵ4ƽԭͺ˳ -2024-11-19 14:03:56,357 - my_logger - INFO - ָ ̫-4ƽԭͺ˳ -2024-11-19 14:03:56,357 - my_logger - INFO - ָ ̫-4ƽԭͺ˳ -2024-11-19 14:03:56,357 - my_logger - INFO - ָ ̫-ӡ4ƽԭͺ˳ -2024-11-19 14:03:56,358 - my_logger - INFO - ָ ж-4ƽԭͺ˳ -2024-11-19 14:03:56,358 - my_logger - INFO - ָ ж-4ƽԭͺ˳ -2024-11-19 14:03:56,359 - my_logger - INFO - ָ ж-4ƽԭͺ˳ -2024-11-19 14:03:56,359 - my_logger - INFO - ָ ж-4ƽԭͺ˳ -2024-11-19 14:03:56,360 - my_logger - INFO - ָ ж-4ƽԭͺ˳ -2024-11-19 14:03:56,360 - my_logger - INFO - ָ ж-ɳ4ƽԭͺ˳ -2024-11-19 14:03:56,361 - my_logger - INFO - ָ ж-Ҳ4ƽԭͺ˳ -2024-11-19 14:03:56,361 - my_logger - INFO - ָ ж-4ƽԭͺ˳ -2024-11-19 14:03:56,362 - my_logger - INFO - ָ ж-4ƽԭͺ˳ -2024-11-19 14:03:56,362 - my_logger - INFO - ָ -չ4ƽԭͺ˳ -2024-11-19 14:03:56,363 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:03:56,363 - my_logger - INFO - ָ -¡4ƽԭͺ˳ -2024-11-19 14:03:56,363 - my_logger - INFO - ָ й4ƽԭͺ˽ -2024-11-19 14:03:56,364 - my_logger - INFO - ָ ӡ4ƽԭͺ˽ -2024-11-19 14:03:56,364 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 14:03:56,365 - my_logger - INFO - ָ ձ4ƽԭͺ˽ -2024-11-19 14:03:56,365 - my_logger - INFO - ָ ¼4ƽԭͺ˽ -2024-11-19 14:03:56,366 - my_logger - INFO - ָ ̩4ƽԭͺ˽ -2024-11-19 14:03:56,366 - my_logger - INFO - ָ й̨4ƽԭͺ˽ -2024-11-19 14:03:56,367 - 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ָ 4ƽԭͺ˽ -2024-11-19 14:03:56,376 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 14:03:56,376 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 14:03:56,377 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 14:03:56,377 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 14:03:56,377 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 14:03:56,379 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 14:03:56,379 - my_logger - INFO - ָ Ϸ4ƽԭͺ˽ -2024-11-19 14:03:56,379 - my_logger - INFO - ָ ɫ4ƽԭͺ˽ -2024-11-19 14:03:56,380 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 14:03:56,380 - my_logger - INFO - ָ Ĵ4ƽԭͺ˽ -2024-11-19 14:04:08,949 - my_logger - INFO - ָ ձܶԭͺ˽ -2024-11-19 14:04:10,960 - my_logger - INFO - ָ ж-ܶԭͺ˳/4WMA -2024-11-19 14:04:10,960 - my_logger - INFO - ָ ж-ܶԭͺ˳/4WMA -2024-11-19 14:04:10,961 - my_logger - INFO - ָ ж-ܶԭͺ˳/4WMA -2024-11-19 14:04:11,072 - my_logger - INFO - ָ Kpler-OPECжԭͺ˳/4WMA -2024-11-19 14:04:11,072 - my_logger - INFO - ָ ԭͺ˳/4WMA -2024-11-19 14:04:11,073 - my_logger - INFO - ָ iraq/4WMA -2024-11-19 14:04:11,073 - my_logger - INFO - ָ Venezuela/4WMA -2024-11-19 14:04:11,074 - my_logger - INFO - ָ Kpler-ɳԭͳ/4WMA -2024-11-19 14:04:11,074 - my_logger - INFO - ָ Kpler-OPECԭͺ˳/4WMA -2024-11-19 14:04:11,075 - my_logger - INFO - ָ Kpler-OPEC+ԭͺ˳/4WMA -2024-11-19 14:04:11,075 - my_logger - INFO - ָ Kpler-ɳԭͳ -2024-11-19 14:04:11,076 - my_logger - INFO - ָ Kpler-OPEC+ԭͺ˳ -2024-11-19 14:04:11,076 - my_logger - INFO - ָ Kpler-OPEC+OPECԭͺ˳ -2024-11-19 14:04:11,076 - my_logger - INFO - ָ Kpler-OPECԭͺ˳ -2024-11-19 14:04:11,077 - my_logger - INFO - ָ Kpler-OPECжԭͺ˳ -2024-11-19 14:04:11,077 - my_logger - INFO - ָ Kpler-ԭͺ˳ -2024-11-19 14:04:11,078 - my_logger - INFO - ָ Kpler-ԭͺ˳ -2024-11-19 14:04:11,078 - my_logger - INFO - ָ ԭͺ˳ -2024-11-19 14:04:11,151 - my_logger - INFO - ָ ŷԭͺ˽/4WMA -2024-11-19 14:04:11,152 - my_logger - INFO - ָ ձԭͺ˽ -2024-11-19 14:04:11,152 - my_logger - INFO - ָ ¹ԭͺ˽ -2024-11-19 14:04:11,153 - my_logger - INFO - ָ ŷԭͺ˽ -2024-11-19 14:04:11,153 - my_logger - INFO - ָ ӡԭͺ˽ -2024-11-19 14:04:11,154 - my_logger - INFO - ָ йԭͺ˽ -2024-11-19 14:04:11,265 - my_logger - INFO - ָ Ϳ泬3ٷֱ -2024-11-19 14:04:11,266 - my_logger - INFO - ָ SCvsBrent -2024-11-19 14:04:11,266 - my_logger - INFO - ָ WTI1Լ۸ѽ۲(17)60 -2024-11-19 14:04:11,267 - my_logger - INFO - ָ ѽ۲ϲв/NYMEX RBOBѽ۲(18)90 -2024-11-19 14:04:11,267 - my_logger - INFO - ָ Brent1Լ۸ϲв/ԪָBrent1Լ۸2ܹ -2024-11-19 14:04:11,267 - my_logger - INFO - ָ ԭͿͿֵ -2024-11-19 14:04:11,269 - my_logger - INFO - ָ ɽۺBrent1Լ۸(4)60 -2024-11-19 14:04:11,269 - my_logger - INFO - ָ Brent c1/Comexͭ c1 -2024-11-19 14:04:11,270 - my_logger - INFO - ָ ԭ1ܻ*-1 -2024-11-19 14:04:11,270 - my_logger - INFO - ָ Եηָ/30DMA -2024-11-19 14:04:11,270 - my_logger - INFO - ָ Եηָ/14DMA -2024-11-19 14:04:11,271 - my_logger - INFO - ָ Եηָ/7DMA -2024-11-19 14:04:11,271 - my_logger - INFO - ָ Brent1Լ۸ϲв/GPRD_MA30 -2024-11-19 14:04:11,272 - my_logger - INFO - ָ WTI1Լ۸ϲв/WTI1-4 -2024-11-19 14:04:11,272 - my_logger - INFO - ָ RBOB/CBOB -2024-11-19 14:04:11,273 - my_logger - INFO - ָ Brent1Լ۸ϲв/Ԫָ -2024-11-19 14:04:11,273 - my_logger - INFO - ָ Brent1Լ۸ϲв/Brent1-2² -2024-11-19 14:04:11,274 - my_logger - INFO - ָ Brent1Լ۸Brent1Լ۸ϲв/BRENT 211ѽ۲150 -2024-11-19 14:04:11,274 - my_logger - INFO - ָ Brent1Լ۸Brent1Լ۸ϲв/DFL150 -2024-11-19 14:04:11,275 - my_logger - INFO - ָ /ҵԭͿ- -2024-11-19 14:04:11,347 - my_logger - INFO - ָ ӡȳƷͺ˽/4WMA -2024-11-19 14:04:11,348 - my_logger - INFO - ָ йƷͺ˽/4WMA -2024-11-19 14:04:11,348 - my_logger - INFO - ָ ŷ޳Ʒͺ˽/4WMA -2024-11-19 14:04:11,349 - my_logger - INFO - ָ ӡȳƷͺ˽ -2024-11-19 14:04:11,349 - my_logger - INFO - ָ йͺ˽ -2024-11-19 14:04:11,350 - my_logger - INFO - ָ ӡȲͺ˽ -2024-11-19 14:04:11,350 - my_logger - INFO - ָ ӡͺ˽ -2024-11-19 14:04:11,351 - my_logger - INFO - ָ йͺ˽ -2024-11-19 14:04:11,351 - my_logger - INFO - ָ йƷͺ˽ -2024-11-19 14:04:11,352 - my_logger - INFO - ָ ŷ޺ú˽ -2024-11-19 14:04:11,352 - my_logger - INFO - ָ ŷȼͺ˽ -2024-11-19 14:04:11,352 - my_logger - INFO - ָ ŷʯͺ˽ -2024-11-19 14:04:11,352 - my_logger - INFO - ָ ŷͺ˽ -2024-11-19 14:04:11,354 - my_logger - INFO - ָ ŷ޲ͺ˽ -2024-11-19 14:04:11,354 - my_logger - INFO - ָ ŷ޳Ʒͺ˽ -2024-11-19 14:04:11,430 - my_logger - INFO - ָ ͺ˳/4WMA -2024-11-19 14:04:11,430 - my_logger - INFO - ָ ͺ˳ -2024-11-19 14:04:11,431 - my_logger - INFO - ָ ˹ͺ˳ -2024-11-19 14:04:11,431 - my_logger - INFO - ָ ˹Ʒͺ˳ -2024-11-19 14:04:11,431 - my_logger - INFO - ָ ͺ˳ -2024-11-19 14:04:11,432 - my_logger - INFO - ָ Ʒͺ˳ -2024-11-19 14:04:11,432 - my_logger - INFO - ָ ˹ͺ˳ -2024-11-19 14:04:12,607 - my_logger - INFO - ['ovx index', 'dxy curncy', 'C2403128043', 'C2403150124', 'FVHCM1 INDEX', 'doedtprd index', 'CFFDQMMN INDEX', 'C2403083739', 'C2404167878', 'lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404167855'] -2024-11-19 14:04:12,608 - my_logger - INFO - ovx index -2024-11-19 14:04:13,103 - my_logger - INFO - dxy curncy -2024-11-19 14:04:13,793 - my_logger - INFO - C2403128043 -2024-11-19 14:04:14,424 - my_logger - INFO - C2403150124 -2024-11-19 14:04:15,308 - my_logger - INFO - FVHCM1 INDEX -2024-11-19 14:04:15,759 - my_logger - INFO - doedtprd index -2024-11-19 14:04:16,021 - my_logger - INFO - CFFDQMMN INDEX -2024-11-19 14:04:16,249 - my_logger - INFO - C2403083739 -2024-11-19 14:04:16,463 - my_logger - INFO - C2404167878 -2024-11-19 14:04:16,686 - my_logger - INFO - lmcads03 lme comdty -2024-11-19 14:04:17,108 - my_logger - INFO - GC1 COMB Comdty -2024-11-19 14:04:17,789 - my_logger - INFO - C2404167855 -2024-11-19 14:04:18,561 - my_logger - INFO - date ::ͳͶʹ::ֵ :ͳͶʹ::ֵ ... lmcads03 lme comdty GC1 COMB Comdty C2404167855 -9425 2024-11-19 NaN NaN ... NaN NaN NaN -8289 2024-11-18 NaN NaN ... NaN 2615.3 38.5293 -10772 2024-11-17 NaN NaN ... NaN NaN NaN -11274 2024-11-16 NaN NaN ... NaN NaN NaN -1733 2024-11-15 NaN NaN ... 9002.5 2570.1 38.3483 - -[5 rows x 504 columns] -2024-11-19 14:05:40,209 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 14:05:40,212 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 14:05:40,214 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 14:05:40,217 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 14:05:40,219 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 14:05:40,221 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 14:05:40,223 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 -2024-11-19 14:05:40,225 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 -2024-11-19 14:05:40,226 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-19 14:05:40,228 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 -2024-11-19 14:05:40,230 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 -2024-11-19 14:05:40,233 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 -2024-11-19 14:05:40,235 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-19 14:05:40,237 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-19 14:05:40,239 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-19 14:05:40,241 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 -2024-11-19 14:05:40,243 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-19 14:05:40,244 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-19 14:05:40,247 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 -2024-11-19 14:05:40,249 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 -2024-11-19 14:05:40,251 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 -2024-11-19 14:05:40,253 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-19 14:05:40,255 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 -2024-11-19 14:05:40,257 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-19 14:05:40,259 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 -2024-11-19 14:05:40,260 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 -2024-11-19 14:05:40,262 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 -2024-11-19 14:05:40,265 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 -2024-11-19 14:05:40,267 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 -2024-11-19 14:05:40,269 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-19 14:05:40,271 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-19 14:05:40,273 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-19 14:05:40,275 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-19 14:05:40,276 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-18 -2024-11-19 14:05:40,279 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-18 -2024-11-19 14:05:40,281 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-18 -2024-11-19 14:05:40,283 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-18 -2024-11-19 14:05:40,285 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-18 -2024-11-19 14:05:40,287 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-18 -2024-11-19 14:05:40,289 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-18 -2024-11-19 14:05:40,291 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-18 -2024-11-19 14:05:40,293 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-18 -2024-11-19 14:05:40,295 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-18 -2024-11-19 14:05:40,297 - my_logger - INFO - Column ͵һ was last updated at 2024-11-18 -2024-11-19 14:05:40,300 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-18 -2024-11-19 14:05:40,302 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-18 -2024-11-19 14:05:40,304 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-18 -2024-11-19 14:05:40,305 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-18 -2024-11-19 14:05:40,307 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-18 -2024-11-19 14:05:40,309 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-18 -2024-11-19 14:05:40,311 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-15 -2024-11-19 14:05:40,313 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-15 -2024-11-19 14:05:40,316 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-18 -2024-11-19 14:05:40,318 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-18 -2024-11-19 14:05:40,320 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-18 -2024-11-19 14:05:40,322 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-18 -2024-11-19 14:05:40,324 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-18 -2024-11-19 14:05:40,326 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-18 -2024-11-19 14:05:40,328 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-18 -2024-11-19 14:05:40,331 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-18 -2024-11-19 14:05:40,333 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-18 -2024-11-19 14:05:40,336 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-18 -2024-11-19 14:05:40,337 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-18 -2024-11-19 14:05:40,339 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-18 -2024-11-19 14:05:40,341 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-18 -2024-11-19 14:05:40,342 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-18 -2024-11-19 14:05:40,344 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-18 -2024-11-19 14:05:40,346 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-18 -2024-11-19 14:05:40,349 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-18 -2024-11-19 14:05:40,350 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-18 -2024-11-19 14:05:40,352 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 -2024-11-19 14:05:40,354 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-18 -2024-11-19 14:05:40,356 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-18 -2024-11-19 14:05:40,358 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-19 -2024-11-19 14:05:40,360 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-18 -2024-11-19 14:05:40,363 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-18 -2024-11-19 14:05:40,365 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-18 -2024-11-19 14:05:40,367 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-18 -2024-11-19 14:05:40,369 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-18 -2024-11-19 14:05:40,371 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-18 -2024-11-19 14:05:40,372 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-18 -2024-11-19 14:05:40,374 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 -2024-11-19 14:05:40,376 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 -2024-11-19 14:05:40,378 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 -2024-11-19 14:05:40,381 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 -2024-11-19 14:05:40,383 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-18 -2024-11-19 14:05:40,385 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-18 -2024-11-19 14:05:40,386 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-18 -2024-11-19 14:05:40,388 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-19 -2024-11-19 14:05:40,390 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-18 -2024-11-19 14:05:40,392 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 -2024-11-19 14:05:40,395 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 -2024-11-19 14:05:40,397 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 -2024-11-19 14:05:40,400 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 -2024-11-19 14:05:40,402 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 -2024-11-19 14:05:40,404 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 -2024-11-19 14:05:40,406 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 -2024-11-19 14:05:40,408 - my_logger - INFO - Column y was last updated at 2024-11-18 -2024-11-19 14:05:40,410 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-15 -2024-11-19 14:05:40,412 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-18 -2024-11-19 14:05:40,414 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-18 -2024-11-19 14:05:40,416 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-19 -2024-11-19 14:05:40,418 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-18 -2024-11-19 14:05:40,419 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-18 -2024-11-19 14:05:40,421 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-18 -2024-11-19 14:05:40,423 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-18 -2024-11-19 14:05:40,425 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-18 -2024-11-19 14:05:40,427 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-18 -2024-11-19 14:05:40,430 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-18 -2024-11-19 14:05:40,432 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-18 -2024-11-19 14:05:40,435 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-18 -2024-11-19 14:05:40,437 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-18 -2024-11-19 14:05:40,439 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-15 -2024-11-19 14:05:40,441 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-18 -2024-11-19 14:05:40,442 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-18 -2024-11-19 14:05:40,444 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-18 -2024-11-19 14:05:40,446 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-18 -2024-11-19 14:05:40,448 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-18 -2024-11-19 14:05:40,450 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-19 -2024-11-19 14:05:40,452 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-18 -2024-11-19 14:05:40,454 - my_logger - INFO - Column Brent* was last updated at 2024-11-18 -2024-11-19 14:05:40,456 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-18 -2024-11-19 14:05:40,459 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-18 -2024-11-19 14:05:40,461 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-18 -2024-11-19 14:05:40,463 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-18 -2024-11-19 14:05:40,465 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 -2024-11-19 14:05:40,467 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 -2024-11-19 14:05:40,469 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 -2024-11-19 14:05:40,471 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-18 -2024-11-19 14:05:40,473 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-18 -2024-11-19 14:05:40,475 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-18 -2024-11-19 14:05:40,476 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-18 -2024-11-19 14:05:40,478 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 -2024-11-19 14:05:40,480 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 -2024-11-19 14:05:40,482 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 -2024-11-19 14:05:40,485 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-18 -2024-11-19 14:05:40,487 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 -2024-11-19 14:05:40,488 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-18 -2024-11-19 14:05:40,491 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-18 -2024-11-19 14:05:40,493 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-18 -2024-11-19 14:05:40,495 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-18 -2024-11-19 14:05:40,497 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-18 -2024-11-19 14:05:40,499 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-18 -2024-11-19 14:05:40,501 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-18 -2024-11-19 14:05:40,503 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-18 -2024-11-19 14:05:40,505 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-18 -2024-11-19 14:05:40,507 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 -2024-11-19 14:05:40,508 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 -2024-11-19 14:05:40,510 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-18 -2024-11-19 14:05:40,512 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-18 -2024-11-19 14:05:40,514 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-18 -2024-11-19 14:05:40,517 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 -2024-11-19 14:05:40,520 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 -2024-11-19 14:05:40,521 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-19 14:05:40,523 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 -2024-11-19 14:05:40,526 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 -2024-11-19 14:05:40,528 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 -2024-11-19 14:05:40,530 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 -2024-11-19 14:05:40,532 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 -2024-11-19 14:05:40,535 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 -2024-11-19 14:05:40,536 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-19 14:05:40,538 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 -2024-11-19 14:05:40,540 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 -2024-11-19 14:05:40,542 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 -2024-11-19 14:05:40,544 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 -2024-11-19 14:05:40,546 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 -2024-11-19 14:05:40,549 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 -2024-11-19 14:05:40,551 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-19 14:05:40,553 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-19 14:05:40,555 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 -2024-11-19 14:05:40,558 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 -2024-11-19 14:05:40,560 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 -2024-11-19 14:05:40,563 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 -2024-11-19 14:05:40,565 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 -2024-11-19 14:05:40,566 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 -2024-11-19 14:05:40,569 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 -2024-11-19 14:05:40,570 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 -2024-11-19 14:05:40,572 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 -2024-11-19 14:05:40,574 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 -2024-11-19 14:05:40,576 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-19 14:05:40,578 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 -2024-11-19 14:05:40,581 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 -2024-11-19 14:05:40,583 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 -2024-11-19 14:05:40,585 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 -2024-11-19 14:05:40,586 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 -2024-11-19 14:05:40,589 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 -2024-11-19 14:05:40,591 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 -2024-11-19 14:05:40,593 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 -2024-11-19 14:05:40,596 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-19 14:05:40,598 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-19 14:05:40,601 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-19 14:05:40,603 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-19 14:05:40,605 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 -2024-11-19 14:05:40,607 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-19 14:05:40,609 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 -2024-11-19 14:05:40,611 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-18 -2024-11-19 14:05:40,615 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-18 -2024-11-19 14:05:40,617 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-18 -2024-11-19 14:05:40,620 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-18 -2024-11-19 14:05:40,621 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-18 -2024-11-19 14:05:40,623 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-18 -2024-11-19 14:05:40,627 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 -2024-11-19 14:05:40,630 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 -2024-11-19 14:05:40,632 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-18 -2024-11-19 14:05:40,635 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-18 -2024-11-19 14:05:40,637 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-18 -2024-11-19 14:05:40,639 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-18 -2024-11-19 14:05:40,641 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-18 -2024-11-19 14:05:40,643 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-18 -2024-11-19 14:05:40,645 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-18 -2024-11-19 14:05:40,648 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-18 -2024-11-19 14:05:40,649 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-18 -2024-11-19 14:05:40,653 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-18 -2024-11-19 14:05:40,655 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-18 -2024-11-19 14:05:40,657 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-18 -2024-11-19 14:05:40,659 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-18 -2024-11-19 14:05:40,660 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-18 -2024-11-19 14:05:40,662 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-18 -2024-11-19 14:05:40,664 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-18 -2024-11-19 14:05:40,667 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-18 -2024-11-19 14:05:40,669 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-18 -2024-11-19 14:05:40,670 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-18 -2024-11-19 14:05:40,673 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-18 -2024-11-19 14:05:40,675 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-18 -2024-11-19 14:05:40,677 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-18 -2024-11-19 14:05:40,679 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-15 -2024-11-19 14:05:40,681 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-18 -2024-11-19 14:05:40,683 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-18 -2024-11-19 14:05:40,685 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-18 -2024-11-19 14:05:40,690 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-18 -2024-11-19 14:05:40,694 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-18 -2024-11-19 14:05:40,706 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-15 -2024-11-19 14:05:40,710 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-18 -2024-11-19 14:05:40,719 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-18 -2024-11-19 14:05:40,736 - my_logger - INFO - Column DFL was last updated at 2024-11-18 -2024-11-19 14:05:40,750 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-18 -2024-11-19 14:05:40,756 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-19 -2024-11-19 14:05:40,760 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-18 -2024-11-19 14:05:40,764 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-18 -2024-11-19 14:05:40,767 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 -2024-11-19 14:05:40,771 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-18 -2024-11-19 14:05:40,774 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-18 -2024-11-19 14:05:40,777 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-18 -2024-11-19 14:05:40,781 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-18 -2024-11-19 14:05:40,784 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-18 -2024-11-19 14:05:40,786 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-18 -2024-11-19 14:05:40,790 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-18 -2024-11-19 14:05:40,793 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-19 -2024-11-19 14:05:40,796 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 -2024-11-19 14:05:40,799 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-19 -2024-11-19 14:05:40,801 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-19 -2024-11-19 14:05:40,803 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-15 -2024-11-19 14:05:40,806 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 -2024-11-19 14:05:40,809 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-18 -2024-11-19 14:05:40,813 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-19 -2024-11-19 14:05:40,816 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-19 -2024-11-19 14:05:40,819 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-18 -2024-11-19 14:05:40,820 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-19 -2024-11-19 14:05:40,823 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-18 -2024-11-19 14:05:40,825 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-15 -2024-11-19 14:05:40,828 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-15 -2024-11-19 14:05:40,830 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-15 -2024-11-19 14:05:40,833 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-15 -2024-11-19 14:05:40,836 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-18 -2024-11-19 14:05:40,838 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-15 -2024-11-19 14:05:40,840 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 -2024-11-19 14:05:40,843 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-15 -2024-11-19 14:05:40,845 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 -2024-11-19 14:05:40,847 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-18 -2024-11-19 14:05:40,849 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-18 -2024-11-19 14:05:40,852 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-18 -2024-11-19 14:05:40,853 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 -2024-11-19 14:05:40,856 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-18 -2024-11-19 14:05:40,859 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-18 -2024-11-19 14:05:40,862 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-19 -2024-11-19 14:05:40,864 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-18 -2024-11-19 14:05:40,866 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-18 -2024-11-19 14:05:40,869 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-18 -2024-11-19 14:05:40,871 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-18 -2024-11-19 14:05:40,873 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-18 -2024-11-19 14:05:40,875 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 -2024-11-19 14:05:40,877 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-18 -2024-11-19 14:05:40,879 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-18 -2024-11-19 14:05:40,881 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-18 -2024-11-19 14:05:40,883 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-18 -2024-11-19 14:05:40,885 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-18 -2024-11-19 14:05:40,889 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-18 -2024-11-19 14:05:40,891 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-18 -2024-11-19 14:05:40,893 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-19 14:05:40,894 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-19 14:05:40,896 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-18 -2024-11-19 14:05:40,899 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-15 -2024-11-19 14:05:40,901 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-18 -2024-11-19 14:05:40,903 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-18 -2024-11-19 14:05:40,905 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-18 -2024-11-19 14:05:40,907 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-18 -2024-11-19 14:05:40,909 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-18 -2024-11-19 14:05:40,910 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-18 -2024-11-19 14:05:40,912 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-18 -2024-11-19 14:05:40,914 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-18 -2024-11-19 14:05:40,917 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-18 -2024-11-19 14:05:40,918 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-18 -2024-11-19 14:05:40,921 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-18 -2024-11-19 14:05:40,923 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-18 -2024-11-19 14:05:40,924 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-18 -2024-11-19 14:05:40,926 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-18 -2024-11-19 14:05:40,928 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-18 -2024-11-19 14:05:40,930 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-18 -2024-11-19 14:05:40,932 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-19 -2024-11-19 14:05:40,934 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-19 -2024-11-19 14:05:40,937 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-19 -2024-11-19 14:05:40,939 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-19 -2024-11-19 14:05:40,941 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-18 -2024-11-19 14:05:40,943 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-18 -2024-11-19 14:05:40,944 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-18 -2024-11-19 14:05:40,947 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-18 -2024-11-19 14:05:40,949 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-18 -2024-11-19 14:05:40,951 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-18 -2024-11-19 14:05:40,953 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-18 -2024-11-19 14:05:40,955 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-18 -2024-11-19 14:05:40,957 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-17 -2024-11-19 14:05:40,959 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-18 -2024-11-19 14:05:40,960 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-18 -2024-11-19 14:05:40,962 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-18 -2024-11-19 14:05:40,964 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-18 -2024-11-19 14:05:40,967 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-18 -2024-11-19 14:05:40,969 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-18 -2024-11-19 14:05:40,971 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-18 -2024-11-19 14:05:40,973 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-18 -2024-11-19 14:05:40,975 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-18 -2024-11-19 14:05:40,978 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-18 -2024-11-19 14:05:40,980 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-18 -2024-11-19 14:05:40,982 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-19 14:05:40,984 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-19 14:05:40,987 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-19 14:05:40,989 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-19 14:05:40,991 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 -2024-11-19 14:05:40,993 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 -2024-11-19 14:05:40,994 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 -2024-11-19 14:05:40,996 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 -2024-11-19 14:05:40,999 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 -2024-11-19 14:05:41,001 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 -2024-11-19 14:05:41,003 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 -2024-11-19 14:05:41,005 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 -2024-11-19 14:05:41,007 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 -2024-11-19 14:05:41,008 - my_logger - INFO - Column was last updated at 2024-11-15 -2024-11-19 14:05:41,010 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-19 14:05:41,012 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 -2024-11-19 14:05:41,015 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 -2024-11-19 14:05:41,017 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 -2024-11-19 14:05:41,019 - my_logger - INFO - Column ò was last updated at 2024-11-08 -2024-11-19 14:05:41,021 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 -2024-11-19 14:05:41,023 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 -2024-11-19 14:05:41,024 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 -2024-11-19 14:05:41,026 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 -2024-11-19 14:05:41,028 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 -2024-11-19 14:05:41,030 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 -2024-11-19 14:05:41,033 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 -2024-11-19 14:05:41,035 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 -2024-11-19 14:05:41,037 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 -2024-11-19 14:05:41,039 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 -2024-11-19 14:05:41,041 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 -2024-11-19 14:05:41,042 - my_logger - INFO - Column Permian was last updated at 2024-11-15 -2024-11-19 14:05:41,044 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 -2024-11-19 14:05:41,047 - my_logger - INFO - Column Williston was last updated at 2024-11-15 -2024-11-19 14:05:41,049 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 -2024-11-19 14:05:41,051 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 -2024-11-19 14:05:41,052 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 -2024-11-19 14:05:41,054 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 -2024-11-19 14:05:41,056 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 -2024-11-19 14:05:41,058 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 -2024-11-19 14:05:41,061 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 -2024-11-19 14:05:41,063 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 -2024-11-19 14:05:41,065 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 -2024-11-19 14:05:41,067 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 -2024-11-19 14:05:41,069 - my_logger - INFO - Column was last updated at 2024-11-15 -2024-11-19 14:05:41,071 - my_logger - INFO - Column ½ was last updated at 2024-11-15 -2024-11-19 14:05:41,073 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 -2024-11-19 14:05:41,075 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 -2024-11-19 14:05:41,077 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 -2024-11-19 14:05:41,079 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 -2024-11-19 14:05:41,082 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-19 14:05:41,084 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 -2024-11-19 14:05:41,085 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-19 14:05:41,087 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 -2024-11-19 14:05:41,088 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 -2024-11-19 14:05:41,091 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-19 14:05:41,094 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-19 14:05:41,097 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-19 14:05:41,099 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 -2024-11-19 14:05:41,101 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-19 14:05:41,103 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 -2024-11-19 14:05:41,105 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 -2024-11-19 14:05:41,107 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 -2024-11-19 14:05:41,109 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 -2024-11-19 14:05:41,111 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 -2024-11-19 14:05:41,113 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 -2024-11-19 14:05:41,115 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-15 -2024-11-19 14:05:41,117 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-15 -2024-11-19 14:05:41,119 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 -2024-11-19 14:05:41,120 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 -2024-11-19 14:05:41,122 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 -2024-11-19 14:05:41,124 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 -2024-11-19 14:05:41,126 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-19 14:05:41,129 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-19 14:05:41,132 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 -2024-11-19 14:05:41,134 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,136 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 -2024-11-19 14:05:41,138 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-19 14:05:41,140 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,142 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,143 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,145 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,147 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,150 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,152 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,155 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-19 14:05:41,156 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,159 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-19 14:05:41,161 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,162 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-19 14:05:41,165 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,167 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 -2024-11-19 14:05:41,169 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,171 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,173 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,174 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,176 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,178 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 -2024-11-19 14:05:41,180 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,182 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,184 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,186 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,187 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,190 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,192 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,194 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,196 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,198 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,201 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,203 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,204 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,206 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,208 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,209 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,211 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,213 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,216 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,218 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,220 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,222 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,224 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:05:41,226 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,228 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 -2024-11-19 14:05:41,231 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,234 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,236 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,238 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,240 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,241 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 -2024-11-19 14:05:41,243 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,245 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,248 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,250 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,252 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,254 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 -2024-11-19 14:05:41,255 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,257 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,259 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,260 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,263 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,265 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,268 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,270 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,271 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,273 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,275 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,277 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,279 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,281 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,284 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,285 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,287 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,288 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,290 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,292 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,295 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 -2024-11-19 14:05:41,296 - my_logger - INFO - Column ˮλ was last updated at 2024-11-18 -2024-11-19 14:05:41,299 - my_logger - INFO - Column ovx index was last updated at 2024-11-18 -2024-11-19 14:05:41,301 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-18 -2024-11-19 14:05:41,303 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-18 -2024-11-19 14:05:41,305 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-18 -2024-11-19 14:05:41,307 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-18 -2024-11-19 14:05:41,309 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 -2024-11-19 14:05:41,311 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 -2024-11-19 14:05:41,313 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 -2024-11-19 14:05:41,315 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 -2024-11-19 14:05:41,317 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-15 -2024-11-19 14:05:41,318 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-18 -2024-11-19 14:05:41,320 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-18 -2024-11-19 14:05:41,328 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv -2024-11-19 14:05:41,329 - my_logger - INFO - ɾԤǰ(2515, 504) -2024-11-19 14:05:41,333 - my_logger - INFO - ɾԤ(2515, 438) -2024-11-19 14:05:41,334 - my_logger - INFO - ɾ²ǰ(2515, 438) -2024-11-19 14:05:41,824 - my_logger - INFO - ɾ²(2515, 434) -2024-11-19 14:05:41,828 - my_logger - INFO - ɾԤΪֵк(1779, 434) -2024-11-19 14:05:41,831 - my_logger - INFO - ɾȫΪֵк(1779, 363) -2024-11-19 14:05:45,323 - my_logger - INFO - ն(231) ܶ(130) ¶(1) -0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ -1 īӹWTIԭCDU йͱ -2 ¼ӹDubaiԭCDU DOE-Ͳ/3 -3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ -4 īӹWTIԭCDU M2 Ͳܶȣ -.. ... ... ... -226 C2403128043 -227 C2403150124 -228 FVHCM1 INDEX -229 GC1 COMB Comdty -230 C2404167855 - -[231 rows x 3 columns] -2024-11-19 14:05:45,335 - my_logger - INFO - Ϣܹ360,ն(231),ܶ(130),¶(1), 꿴 1б - ̣ - 1. - 2. ɾУûֵɾ - 3. ɾ²ٸֵָ - 4. նΪնݣ - -- 䣬һָܶݣô֮ǰ - -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ - Է - -2024-11-19 14:05:45,336 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-19 14:05:46,719 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '73.3' WHERE ds = '2024-11-18 00:00:00' -2024-11-19 14:05:46,723 - my_logger - INFO - ʼѵģ... -2024-11-19 14:05:46,738 - my_logger - INFO - Training set head: -2024-11-19 14:05:46,738 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ ... is_quarter_start is_quarter_end is_year_start is_year_end unique_id +2024-11-21 14:16:59,262 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 14:17:00,509 - my_logger - INFO - ʼѵģ... +2024-11-21 14:17:00,526 - my_logger - INFO - Training set head: +2024-11-21 14:17:00,527 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ ... is_quarter_start is_quarter_end is_year_start is_year_end unique_id 2849 2018-01-02 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 2848 2018-01-03 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 2847 2018-01-04 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 336 2018-01-05 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 2846 2018-01-08 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 -[5 rows x 378 columns] -2024-11-19 14:05:47,151 - my_logger - INFO - +[5 rows x 369 columns] +2024-11-21 14:17:00,794 - my_logger - INFO - Testing set head: -2024-11-19 14:05:47,152 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ ... is_quarter_start is_quarter_end is_year_start is_year_end unique_id -8789 2019-05-21 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 -8788 2019-05-22 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 -8787 2019-05-23 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 +2024-11-21 14:17:00,795 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ ... is_quarter_start is_quarter_end is_year_start is_year_end unique_id +8791 2019-05-22 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 +8790 2019-05-23 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 264 2019-05-24 38186.0 732.4702 -343.0476 65758.0 ... 0.0 0.0 0.0 0.0 1 -8786 2019-05-27 38186.0 732.4702 -343.0476 65758.0 ... 0.0 0.0 0.0 0.0 1 +8789 2019-05-27 38186.0 732.4702 -343.0476 65758.0 ... 0.0 0.0 0.0 0.0 1 +8788 2019-05-28 38186.0 732.4702 -343.0476 65758.0 ... 0.0 0.0 0.0 0.0 1 -[5 rows x 378 columns] -2024-11-19 14:14:44,256 - my_logger - INFO - ģѵ -2024-11-19 14:14:44,258 - my_logger - INFO - ѵݻͼing -2024-11-19 14:14:48,566 - my_logger - INFO - ѵݻͼend -2024-11-19 14:14:48,566 - my_logger - INFO - ing -2024-11-19 14:14:48,798 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-19 14:38:37,197 - my_logger - INFO - etaȡ... -2024-11-19 14:38:37,891 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ -2024-11-19 14:38:38,121 - my_logger - INFO - ָ :ͳͶʹ::ֵܾ -2024-11-19 14:38:38,306 - my_logger - INFO - ָ :ɽ:ͳͶʹ::ֵܾ -2024-11-19 14:38:38,499 - my_logger - INFO - ָ :īذ:ͳͶʹ::ֵܾ -2024-11-19 14:38:38,701 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ -2024-11-19 14:38:38,890 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ -2024-11-19 14:38:39,835 - my_logger - INFO - ָ йִ/7DMA -2024-11-19 14:38:40,298 - my_logger - INFO - ָ ͱ裨ܶȣ1ܻֵ -2024-11-19 14:38:40,298 - my_logger - INFO - ָ ͱ裨ܶȣ1ܻ -2024-11-19 14:38:40,548 - my_logger - INFO - ָ Ͳܶȣ1ܻ -2024-11-19 14:38:41,809 - my_logger - INFO - ָ ԭܶȱ/4WMA -2024-11-19 14:38:41,810 - my_logger - INFO - ָ Ʒ/4WMA -2024-11-19 14:38:41,811 - my_logger - INFO - ָ Ʒ4ܻ -2024-11-19 14:38:42,003 - my_logger - INFO - ָ ˹/500 -2024-11-19 14:38:42,004 - my_logger - INFO - ָ DOE-Ͳ1ܻ -2024-11-19 14:38:42,004 - my_logger - INFO - ָ DOE-Ͳ1ܻ -2024-11-19 14:38:42,004 - my_logger - INFO - ָ úһܻֵ -2024-11-19 14:38:42,006 - my_logger - INFO - ָ ͱһܻֵ -2024-11-19 14:38:42,006 - my_logger - INFO - ָ ͱһܻֵ -2024-11-19 14:38:42,007 - my_logger - INFO - ָ ŷѲ -2024-11-19 14:38:42,007 - my_logger - INFO - ָ ŷ޲Ѳ -2024-11-19 14:38:42,382 - my_logger - INFO - ָ йӪ1ܻ -2024-11-19 14:38:42,875 - my_logger - INFO - ָ ӵָܻȣ/3WMA -2024-11-19 14:38:42,876 - my_logger - INFO - ָ ԭ1ܻ -2024-11-19 14:38:44,020 - my_logger - INFO - ָ ԭ4ֵܾ -2024-11-19 14:38:45,096 - my_logger - INFO - ָ ڻѲ -2024-11-19 14:38:45,097 - my_logger - INFO - ָ īѲ -2024-11-19 14:38:45,206 - my_logger - INFO - ָ ŦԼ۲Ѳ -2024-11-19 14:38:45,207 - my_logger - INFO - ָ ŷ޲ڻѲ -2024-11-19 14:38:45,207 - my_logger - INFO - ָ ŷѲ -2024-11-19 14:38:45,207 - my_logger - INFO - ָ ¼²Ѳ -2024-11-19 14:38:45,208 - my_logger - INFO - ָ ڻѲ -2024-11-19 14:38:45,208 - my_logger - INFO - ָ īѲ -2024-11-19 14:38:45,208 - my_logger - INFO - ָ ŦԼѲ -2024-11-19 14:38:45,209 - my_logger - INFO - ָ ŷ¹صѲ -2024-11-19 14:38:45,209 - my_logger - INFO - ָ ¼Ѳ -2024-11-19 14:38:48,071 - my_logger - INFO - ָ ú4ƽ -2024-11-19 14:38:49,738 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ/65DMA -2024-11-19 14:38:49,738 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ/65DMA -2024-11-19 14:38:49,739 - my_logger - INFO - ָ HO12ºԼѽ/65DMA -2024-11-19 14:38:49,739 - my_logger - INFO - ָ RBOB12ºԼѽ/65DMA -2024-11-19 14:38:49,740 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ -2024-11-19 14:38:49,740 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ -2024-11-19 14:38:49,741 - my_logger - INFO - ָ HO12ºԼѽ/5DMA -2024-11-19 14:38:49,741 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA -2024-11-19 14:38:52,938 - my_logger - INFO - ָ Brent1Լ۸/2DMA -2024-11-19 14:38:52,939 - my_logger - INFO - ָ Brent1Լ۸/7DMA -2024-11-19 14:38:52,939 - my_logger - INFO - ָ Brent1Լ۸/23DMA -2024-11-19 14:38:52,940 - my_logger - INFO - ָ ԭͿ泬/5ϲв/WTI c1-c6 -2024-11-19 14:38:52,940 - my_logger - INFO - ָ Brent1Լ۸/5DMA -2024-11-19 14:38:52,941 - my_logger - INFO - ָ Brent c1-c2/3 -2024-11-19 14:38:52,941 - my_logger - INFO - ָ PP̼ϲв/ڻ̼ۣԾԭ -2024-11-19 14:38:52,942 - my_logger - INFO - ָ Brent1Լ۸/11DMA -2024-11-19 14:38:52,942 - my_logger - INFO - ָ ɽѽ۲ϲв/ڻۣԾԭ -2024-11-19 14:38:52,943 - my_logger - INFO - ָ ɽѽ۲ϲв/ -2024-11-19 14:38:52,943 - my_logger - INFO - ָ ԭ(йʤ)ϲв/ԭ -2024-11-19 14:38:52,944 - my_logger - INFO - ָ Brent1Լ۸/21DMA -2024-11-19 14:38:52,944 - my_logger - INFO - ָ Brent1Լ۸/14DMA -2024-11-19 14:38:52,944 - my_logger - INFO - ָ Brent1Լ۸/15DMA -2024-11-19 14:38:52,945 - my_logger - INFO - ָ Brent1-12 -2024-11-19 14:39:00,133 - my_logger - INFO - ָ WTI c1-c36 -2024-11-19 14:39:00,133 - my_logger - INFO - ָ WTI c1-c24 -2024-11-19 14:39:00,134 - my_logger - INFO - ָ WTI c1-c12 -2024-11-19 14:39:02,279 - my_logger - INFO - ָ Brent c1-c36 -2024-11-19 14:39:02,280 - my_logger - INFO - ָ Brent c1-c24 -2024-11-19 14:39:02,280 - my_logger - INFO - ָ Brent c1-c12 -2024-11-19 14:39:05,953 - my_logger - INFO - ָ Brent1Լ۸1ջ -2024-11-19 14:39:05,953 - my_logger - INFO - ָ Brent1Լ۸1ջ -2024-11-19 14:39:05,954 - my_logger - INFO - ָ WTI1Լ۸ϲв/500ָ -2024-11-19 14:39:06,323 - my_logger - INFO - ָ Dubai2Լ۸ -2024-11-19 14:39:06,323 - my_logger - INFO - ָ Dubai4Լ۸ -2024-11-19 14:39:06,692 - my_logger - INFO - ָ RBOBڻ2212·ݺԼ۸ -2024-11-19 14:39:06,692 - my_logger - INFO - ָ RBOBڻ2301·ݺԼ۸ -2024-11-19 14:39:06,692 - my_logger - INFO - ָ RBOBڻ2306·ݺԼ۸ -2024-11-19 14:39:08,277 - my_logger - INFO - ָ Dubai7Լ۸ -2024-11-19 14:39:08,278 - my_logger - INFO - ָ Dubai9Լ۸ -2024-11-19 14:39:08,278 - my_logger - INFO - ָ ϰ7-9² -2024-11-19 14:39:09,360 - my_logger - INFO - ָ Brent2 -2024-11-19 14:39:09,361 - my_logger - INFO - ָ WTI2Լ۸ -2024-11-19 14:39:10,042 - my_logger - INFO - ָ WTI4Լ۸ -2024-11-19 14:39:10,828 - my_logger - INFO - ָ Brent4Լ۸ -2024-11-19 14:39:12,100 - my_logger - INFO - ָ WTI7Լ۸ -2024-11-19 14:39:12,362 - my_logger - INFO - ָ WTI12Լ۸ -2024-11-19 14:39:12,706 - my_logger - INFO - ָ 24Լ۸ -2024-11-19 14:39:13,181 - my_logger - INFO - ָ Brent6Լ۸ -2024-11-19 14:39:13,182 - my_logger - INFO - ָ Brent12Լ۸ -2024-11-19 14:39:13,183 - my_logger - INFO - ָ Brent9Լ -2024-11-19 14:39:13,183 - my_logger - INFO - ָ brent3Լ -2024-11-19 14:39:13,184 - my_logger - INFO - ָ Brent5 -2024-11-19 14:39:13,184 - my_logger - INFO - ָ Brent10Լ -2024-11-19 14:39:13,185 - my_logger - INFO - ָ Brent11Լ -2024-11-19 14:39:13,185 - my_logger - INFO - ָ WTI3Լ۸ -2024-11-19 14:39:13,185 - my_logger - INFO - ָ Brent 7Լ۸ -2024-11-19 14:39:13,186 - my_logger - INFO - ָ Brent8Լ۸ -2024-11-19 14:39:13,186 - my_logger - INFO - ָ Brent13 -2024-11-19 14:39:13,707 - my_logger - INFO - ָ ICE Brent c15 -2024-11-19 14:39:13,707 - my_logger - INFO - ָ ICE Brent c16 -2024-11-19 14:39:13,708 - my_logger - INFO - ָ ICE Brent c17 -2024-11-19 14:39:13,708 - my_logger - INFO - ָ ICE Brent c18 -2024-11-19 14:39:13,709 - my_logger - INFO - ָ ICE Brent c19 -2024-11-19 14:39:13,709 - my_logger - INFO - ָ ICE Brent c20 -2024-11-19 14:39:13,952 - my_logger - INFO - ָ ICE Brent c21 -2024-11-19 14:39:13,953 - my_logger - INFO - ָ ICE Brent c22 -2024-11-19 14:39:13,953 - my_logger - INFO - ָ ICE Brent c23 -2024-11-19 14:39:13,954 - my_logger - INFO - ָ ICE Brent c25 -2024-11-19 14:39:13,954 - my_logger - INFO - ָ ICE Brent c26 -2024-11-19 14:39:13,955 - my_logger - INFO - ָ ICE Brent c27 -2024-11-19 14:39:13,955 - my_logger - INFO - ָ ICE Brent c28 -2024-11-19 14:39:13,956 - my_logger - INFO - ָ ICE Brent c29 -2024-11-19 14:39:13,956 - my_logger - INFO - ָ ICE Brent c30 -2024-11-19 14:39:13,957 - my_logger - INFO - ָ ICE Brent c31 -2024-11-19 14:39:13,957 - my_logger - INFO - ָ ICE Brent c32 -2024-11-19 14:39:13,957 - my_logger - INFO - ָ ICE Brent c33 -2024-11-19 14:39:13,958 - my_logger - INFO - ָ ICE Brent c34 -2024-11-19 14:39:13,958 - my_logger - INFO - ָ ICE Brent c35 -2024-11-19 14:39:13,959 - my_logger - INFO - ָ ICE Brent c36 -2024-11-19 14:39:14,616 - my_logger - INFO - ָ NYMWX WTI c6 -2024-11-19 14:39:14,617 - my_logger - INFO - ָ NYMWX WTI c8 -2024-11-19 14:39:14,618 - my_logger - INFO - ָ NYMWX WTI c9 -2024-11-19 14:39:14,618 - my_logger - INFO - ָ NYMWX WTI c10 -2024-11-19 14:39:14,618 - my_logger - INFO - ָ NYMWX WTI c11 -2024-11-19 14:39:14,619 - my_logger - INFO - ָ NYMWX WTI c13 -2024-11-19 14:39:14,619 - my_logger - INFO - ָ NYMWX WTI c14 -2024-11-19 14:39:14,620 - my_logger - INFO - ָ NYMWX WTI c15 -2024-11-19 14:39:14,620 - my_logger - INFO - ָ NYMWX WTI c16 -2024-11-19 14:39:14,621 - my_logger - INFO - ָ NYMWX WTI c17 -2024-11-19 14:39:14,621 - my_logger - INFO - ָ NYMWX WTI c18 -2024-11-19 14:39:14,622 - my_logger - INFO - ָ NYMWX WTI c19 -2024-11-19 14:39:14,622 - my_logger - INFO - ָ NYMWX WTI c20 -2024-11-19 14:39:14,622 - my_logger - INFO - ָ NYMWX WTI c21 -2024-11-19 14:39:14,623 - my_logger - INFO - ָ NYMWX WTI c22 -2024-11-19 14:39:14,623 - my_logger - INFO - ָ NYMWX WTI c23 -2024-11-19 14:39:14,624 - my_logger - INFO - ָ NYMWX WTI c25 -2024-11-19 14:39:14,624 - my_logger - INFO - ָ NYMWX WTI c26 -2024-11-19 14:39:14,625 - my_logger - INFO - ָ NYMWX WTI c27 -2024-11-19 14:39:14,625 - my_logger - INFO - ָ NYMWX WTI c28 -2024-11-19 14:39:14,625 - my_logger - INFO - ָ NYMWX WTI c29 -2024-11-19 14:39:14,626 - my_logger - INFO - ָ NYMWX WTI c30 -2024-11-19 14:39:14,626 - my_logger - INFO - ָ NYMWX WTI c31 -2024-11-19 14:39:14,627 - my_logger - INFO - ָ NYMWX WTI c32 -2024-11-19 14:39:14,627 - my_logger - INFO - ָ NYMWX WTI c33 -2024-11-19 14:39:14,627 - my_logger - INFO - ָ NYMWX WTI c34 -2024-11-19 14:39:14,628 - my_logger - INFO - ָ NYMWX WTI c35 -2024-11-19 14:39:14,628 - my_logger - INFO - ָ NYMWX WTI c36 -2024-11-19 14:39:14,861 - my_logger - INFO - ָ INE SC c2 -2024-11-19 14:39:14,862 - my_logger - INFO - ָ INE SC c3 -2024-11-19 14:39:14,862 - my_logger - INFO - ָ INE SC c4 -2024-11-19 14:39:14,863 - my_logger - INFO - ָ INE SC c5 -2024-11-19 14:39:14,863 - my_logger - INFO - ָ INE SC c6 -2024-11-19 14:39:14,864 - my_logger - INFO - ָ INE SC c7 -2024-11-19 14:39:14,865 - my_logger - INFO - ָ INE SC c8 -2024-11-19 14:39:14,865 - my_logger - INFO - ָ INE SC c9 -2024-11-19 14:39:14,866 - my_logger - INFO - ָ INE SC c10 -2024-11-19 14:39:14,866 - my_logger - INFO - ָ INE SC c11 -2024-11-19 14:39:14,866 - my_logger - INFO - ָ INE SC c12 -2024-11-19 14:39:14,867 - my_logger - INFO - ָ INE SC c13 -2024-11-19 14:39:14,867 - my_logger - INFO - ָ INE SC c14 -2024-11-19 14:39:14,868 - my_logger - INFO - ָ INE SC c15 -2024-11-19 14:39:14,868 - my_logger - INFO - ָ INE SC c16 -2024-11-19 14:39:14,868 - my_logger - INFO - ָ INE SC c17 -2024-11-19 14:39:14,870 - my_logger - INFO - ָ INE SC c18 -2024-11-19 14:39:14,870 - my_logger - INFO - ָ INE SC c19 -2024-11-19 14:39:14,871 - my_logger - INFO - ָ INE SC c20 -2024-11-19 14:39:14,871 - my_logger - INFO - ָ EFS c1 -2024-11-19 14:39:14,872 - my_logger - INFO - ָ EFS c2 -2024-11-19 14:39:14,872 - my_logger - INFO - ָ EFS c3 -2024-11-19 14:39:14,872 - my_logger - INFO - ָ EFS c4 -2024-11-19 14:39:14,873 - my_logger - INFO - ָ EFS c5 -2024-11-19 14:39:14,873 - my_logger - INFO - ָ EFS c6 -2024-11-19 14:39:14,874 - my_logger - INFO - ָ Dubai Swap c15 -2024-11-19 14:39:14,874 - my_logger - INFO - ָ Dubai Swap c16 -2024-11-19 14:39:14,875 - my_logger - INFO - ָ Dubai Swap c17 -2024-11-19 14:39:14,875 - my_logger - INFO - ָ Dubai Swap c18 -2024-11-19 14:39:14,876 - my_logger - INFO - ָ Dubai Swap c19 -2024-11-19 14:39:14,876 - my_logger - INFO - ָ Dubai Swap c20 -2024-11-19 14:39:14,877 - my_logger - INFO - ָ Dubai Swap c21 -2024-11-19 14:39:14,877 - my_logger - INFO - ָ Dubai Swap c22 -2024-11-19 14:39:15,069 - my_logger - INFO - ָ Oman Swap c2 -2024-11-19 14:39:15,070 - my_logger - INFO - ָ Oman Swap c3 -2024-11-19 14:39:15,071 - my_logger - INFO - ָ Oman Swap c4 -2024-11-19 14:39:15,071 - my_logger - INFO - ָ Oman Swap c5 -2024-11-19 14:39:15,072 - my_logger - INFO - ָ Oman Swap c6 -2024-11-19 14:39:15,072 - my_logger - INFO - ָ Oman Swap c7 -2024-11-19 14:39:15,073 - my_logger - INFO - ָ Oman Swap c8 -2024-11-19 14:39:15,073 - my_logger - INFO - ָ Oman Swap c9 -2024-11-19 14:39:15,074 - my_logger - INFO - ָ Oman Swap c10 -2024-11-19 14:39:15,074 - my_logger - INFO - ָ Oman Swap c11 -2024-11-19 14:39:15,074 - my_logger - INFO - ָ Oman Swap c12 -2024-11-19 14:39:15,075 - my_logger - INFO - ָ Oman Swap c13 -2024-11-19 14:39:15,075 - my_logger - INFO - ָ Oman Swap c14 -2024-11-19 14:39:15,076 - my_logger - INFO - ָ Oman Swap c15 -2024-11-19 14:39:15,076 - my_logger - INFO - ָ Oman Swap c16 -2024-11-19 14:39:15,077 - my_logger - INFO - ָ Oman Swap c17 -2024-11-19 14:39:15,077 - my_logger - INFO - ָ Oman Swap c18 -2024-11-19 14:39:15,078 - my_logger - INFO - ָ Oman Swap c19 -2024-11-19 14:39:15,078 - my_logger - INFO - ָ Oman Swap c20 -2024-11-19 14:39:15,079 - my_logger - INFO - ָ Oman Swap c21 -2024-11-19 14:39:15,079 - my_logger - INFO - ָ Oman Swap c22 -2024-11-19 14:39:15,080 - my_logger - INFO - ָ Oman Swap c23 -2024-11-19 14:39:15,080 - my_logger - INFO - ָ Oman Swap c24 -2024-11-19 14:39:15,081 - my_logger - INFO - ָ Oman Swap c25 -2024-11-19 14:39:15,082 - my_logger - INFO - ָ Oman Swap c26 -2024-11-19 14:39:15,082 - my_logger - INFO - ָ Oman Swap c27 -2024-11-19 14:39:15,083 - my_logger - INFO - ָ Oman Swap c28 -2024-11-19 14:39:15,083 - my_logger - INFO - ָ Oman Swap c29 -2024-11-19 14:39:15,084 - my_logger - INFO - ָ Oman Swap c30 -2024-11-19 14:39:15,084 - my_logger - INFO - ָ Oman Swap c31 -2024-11-19 14:39:15,084 - my_logger - INFO - ָ Oman Swap c32 -2024-11-19 14:39:15,086 - my_logger - INFO - ָ Oman Swap c33 -2024-11-19 14:39:15,086 - my_logger - INFO - ָ Oman Swap c34 -2024-11-19 14:39:15,087 - my_logger - INFO - ָ Oman Swap c35 -2024-11-19 14:39:15,087 - my_logger - INFO - ָ Oman Swap c36 -2024-11-19 14:39:15,088 - my_logger - INFO - ָ Oman Swap c37 -2024-11-19 14:39:15,088 - my_logger - INFO - ָ Oman Swap c38 -2024-11-19 14:39:15,512 - my_logger - INFO - ָ DME Oman c2 -2024-11-19 14:39:15,513 - my_logger - INFO - ָ DME Oman c3 -2024-11-19 14:39:15,513 - my_logger - INFO - ָ DME Oman c4 -2024-11-19 14:39:15,514 - my_logger - INFO - ָ DME Oman c5 -2024-11-19 14:39:15,514 - my_logger - INFO - ָ DME Oman c6 -2024-11-19 14:39:15,708 - my_logger - INFO - ָ Murban Futures c2 -2024-11-19 14:39:15,708 - my_logger - INFO - ָ Murban Futures c3 -2024-11-19 14:39:15,709 - my_logger - INFO - ָ Murban Futures c4 -2024-11-19 14:39:15,710 - my_logger - INFO - ָ Murban Futures c5 -2024-11-19 14:39:15,710 - my_logger - INFO - ָ Murban Futures c6 -2024-11-19 14:39:24,281 - my_logger - INFO - ָ EFS c1-c2 -2024-11-19 14:39:24,282 - my_logger - INFO - ָ TD3C ˷ c1-c2 -2024-11-19 14:39:26,443 - my_logger - INFO - ָ SC c1-c2/7DMA -2024-11-19 14:39:26,632 - my_logger - INFO - ָ Ѳ-Ѳ -2024-11-19 14:39:26,634 - my_logger - INFO - ָ Brent c1-c2 () -2024-11-19 14:39:31,447 - my_logger - INFO - ָ Brent c1-c2 (B) -2024-11-19 14:39:31,698 - my_logger - INFO - ָ WTI c1-c2 (B) -2024-11-19 14:39:31,949 - my_logger - INFO - ָ DME Oman c1 02:30̼Ԥ -2024-11-19 14:39:31,950 - my_logger - INFO - ָ DME Oman c2 02:30̼Ԥ -2024-11-19 14:39:32,447 - my_logger - INFO - ָ Brent1Լ۸/12DMA -2024-11-19 14:39:34,910 - my_logger - INFO - ָ ƷͿ1ܻ -2024-11-19 14:39:34,911 - my_logger - INFO - ָ PADD1ԭͿ1ܻ -2024-11-19 14:39:34,911 - my_logger - INFO - ָ PADD3ԭͿ1ܻ -2024-11-19 14:39:34,912 - my_logger - INFO - ָ PADD2ԭͿ1ܻ -2024-11-19 14:39:34,912 - my_logger - INFO - ָ PADD5ԭͿ1ܻ -2024-11-19 14:39:34,913 - my_logger - INFO - ָ PADD4ԭͿ1ܻ -2024-11-19 14:39:36,892 - my_logger - INFO - ָ ԭͿ1ܻ -2024-11-19 14:39:37,134 - my_logger - INFO - ָ սԴԭͿ1ܻ -2024-11-19 14:39:37,134 - my_logger - INFO - ָ ҵԭͿ1ܻ -2024-11-19 14:39:42,909 - my_logger - INFO - ָ жԭͳɱ+˷ -2024-11-19 14:39:44,544 - my_logger - INFO - ָ Brentԭֻ۸/8DMA -2024-11-19 14:39:44,544 - my_logger - INFO - ָ ֻ:ԭ:ӢDtd/8DMA -2024-11-19 14:40:07,266 - my_logger - INFO - ָ Brent1Լ۸ϲв/Brent 2-3 -2024-11-19 14:40:07,267 - my_logger - INFO - ָ BrentC1-C21ջ -2024-11-19 14:40:17,545 - my_logger - INFO - ָ OMANԭԶֻDES30DMA -2024-11-19 14:40:19,286 - my_logger - INFO - ָ VLCCԭ˼ۣжձ -2024-11-19 14:40:24,388 - my_logger - INFO - ָ ж-йԭ˷ -2024-11-19 14:40:28,108 - my_logger - INFO - ָ ˹嵽йVLCCԭ˷ѣԪ/죩 -2024-11-19 14:40:28,109 - my_logger - INFO - ָ ˹嵽¼VLCC˷ -2024-11-19 14:40:30,480 - my_logger - INFO - ָ ԭͲ -2024-11-19 14:40:40,466 - my_logger - INFO - ָ Brent1Լ۸ϲв/DFL -2024-11-19 14:40:41,296 - my_logger - INFO - ָ SC c3-޳ɱ/7DMA -2024-11-19 14:40:51,793 - my_logger - INFO - ָ ;ڣܶȣ1ܻ -2024-11-19 14:40:52,261 - my_logger - INFO - ָ ҳ͹˾ɼ -2024-11-19 14:40:52,505 - my_logger - INFO - ָ ܶԭͲ1ܻ -2024-11-19 14:40:52,505 - my_logger - INFO - ָ EIAܶNGLͬ -2024-11-19 14:40:52,506 - my_logger - INFO - ָ ԭͻԾͬ -2024-11-19 14:40:52,648 - my_logger - INFO - ָ ԭͣӪʣйܣնȱƵ -2024-11-19 14:40:52,935 - my_logger - INFO - ָ ԭܶȵ/4WMA -2024-11-19 14:40:52,936 - my_logger - INFO - ָ FCCװü -2024-11-19 14:40:52,936 - my_logger - INFO - ָ VDUװü -2024-11-19 14:40:53,183 - my_logger - INFO - ָ CDUװü -2024-11-19 14:40:53,184 - my_logger - INFO - ָ װü -2024-11-19 14:40:53,328 - my_logger - INFO - ָ ˹CDUװü -2024-11-19 14:40:53,571 - my_logger - INFO - ָ CDU -2024-11-19 14:40:53,572 - my_logger - INFO - ָ CDU/7DMA -2024-11-19 14:40:53,573 - my_logger - INFO - ָ CDU/5 -2024-11-19 14:40:53,788 - my_logger - INFO - ָ FCCװü/3 -2024-11-19 14:40:53,788 - my_logger - INFO - ָ ŷFCCװü -2024-11-19 14:40:53,789 - my_logger - INFO - ָ ŷFCCװü/7DMA -2024-11-19 14:40:53,789 - my_logger - INFO - ָ ŷѻװü -2024-11-19 14:40:53,790 - my_logger - INFO - ָ ŷѻװü/7DMA -2024-11-19 14:40:53,790 - my_logger - INFO - ָ FCCװü/7DMA -2024-11-19 14:40:53,791 - my_logger - INFO - ָ CDUװü/3 -2024-11-19 14:40:53,792 - my_logger - INFO - ָ йCDU -2024-11-19 14:40:54,279 - my_logger - INFO - ָ ȫװüޣǧͰ/գ -2024-11-19 14:40:54,280 - my_logger - INFO - ָ ȫװüޣǧͰ/գ -2024-11-19 14:40:54,281 - my_logger - INFO - ָ ȫCDUװüޣǧͰ/գ -2024-11-19 14:40:55,357 - my_logger - INFO - ָ ŷCDUװü -2024-11-19 14:40:55,358 - my_logger - INFO - ָ кCDUװü -2024-11-19 14:40:55,358 - my_logger - INFO - ָ ŷCDUװü -2024-11-19 14:40:55,359 - my_logger - INFO - ָ ŷCDUװü -2024-11-19 14:41:00,257 - my_logger - INFO - ָ ԭͻԾ1ܻ -2024-11-19 14:41:01,585 - my_logger - INFO - ָ ҳ͹˾EOG ɼ -2024-11-19 14:41:01,587 - my_logger - INFO - ָ ʯ͹˾ɼ -2024-11-19 14:41:01,588 - my_logger - INFO - ָ Pioneer˾ɼ -2024-11-19 14:41:01,588 - my_logger - INFO - ָ HESS˾ɼ -2024-11-19 14:41:01,588 - my_logger - INFO - ָ ʯ͹˾ɼ -2024-11-19 14:41:01,589 - my_logger - INFO - ָ Coterra˾ɼ -2024-11-19 14:41:01,589 - my_logger - INFO - ָ Concho Resources ˾ɼ -2024-11-19 14:41:01,590 - my_logger - INFO - ָ Black Stone Minerals LPɼ -2024-11-19 14:41:01,590 - my_logger - INFO - ָ Continental Resources Incɼ -2024-11-19 14:41:01,591 - my_logger - INFO - ָ Diamondback Energy Incɼ -2024-11-19 14:41:02,146 - my_logger - INFO - ָ Դɼ -2024-11-19 14:41:03,356 - my_logger - INFO - ָ Ҫ4ƽԭͺ˽ںϼ -2024-11-19 14:41:03,357 - my_logger - INFO - ָ DOE-ú1ܻ -2024-11-19 14:41:03,357 - my_logger - INFO - ָ DOE-ȼ;1ܻ -2024-11-19 14:41:03,358 - my_logger - INFO - ָ DOE-;1ܻ -2024-11-19 14:41:03,358 - my_logger - INFO - ָ ԭܶȾ1ܻ -2024-11-19 14:41:04,956 - my_logger - INFO - ָ ԭܳ4ƽ -2024-11-19 14:41:06,135 - my_logger - INFO - ָ жйԭ˷ -2024-11-19 14:41:07,517 - my_logger - INFO - ָ DoC4ƽԭͺ˳ -2024-11-19 14:41:07,518 - my_logger - INFO - ָ FSU-ݽ4ƽԭͺ˳ -2024-11-19 14:41:07,518 - my_logger - INFO - ָ FSU-˹4ƽԭͺ˳ -2024-11-19 14:41:07,519 - my_logger - INFO - ָ FSU-˹̹4ƽԭͺ˳ -2024-11-19 14:41:07,520 - my_logger - INFO - ָ FSU-˹̹4ƽԭͺ˳ -2024-11-19 14:41:07,520 - my_logger - INFO - ָ Non-OPEC DoC4ƽԭͺ˳ -2024-11-19 14:41:07,521 - my_logger - INFO - ָ OPEC4ƽԭͺ˳ -2024-11-19 14:41:07,521 - my_logger - INFO - ָ OPEC4ƽԭͺ˳ -2024-11-19 14:41:07,521 - my_logger - INFO - ָ OPEC4ƽԭͺ˳ -2024-11-19 14:41:07,522 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:41:07,522 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:41:07,523 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:41:07,523 - my_logger - INFO - ָ -յ4ƽԭͺ˳ -2024-11-19 14:41:07,524 - my_logger - INFO - ָ -ô4ƽԭͺ˳ -2024-11-19 14:41:07,524 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:41:07,525 - my_logger - INFO - ָ -͢4ƽԭͺ˳ -2024-11-19 14:41:07,525 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:41:07,526 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:41:07,526 - my_logger - INFO - ָ -͸絺4ƽԭͺ˳ -2024-11-19 14:41:07,526 - my_logger - INFO - ָ -϶4ƽԭͺ˳ -2024-11-19 14:41:07,527 - my_logger - INFO - ָ -ױ4ƽԭͺ˳ -2024-11-19 14:41:07,527 - my_logger - INFO - ָ -4ƽԭͺ˳ -2024-11-19 14:41:07,527 - my_logger - INFO - ָ -ī4ƽԭͺ˳ -2024-11-19 14:41:07,528 - my_logger - INFO - ָ -ί4ƽԭͺ˳ -2024-11-19 14:41:07,528 - 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my_logger - INFO - ָ ɫ4ƽԭͺ˽ -2024-11-19 14:41:07,557 - my_logger - INFO - ָ 4ƽԭͺ˽ -2024-11-19 14:41:07,557 - my_logger - INFO - ָ Ĵ4ƽԭͺ˽ -2024-11-19 14:41:19,976 - my_logger - INFO - ָ ձܶԭͺ˽ -2024-11-19 14:41:21,935 - my_logger - INFO - ָ ж-ܶԭͺ˳/4WMA -2024-11-19 14:41:21,936 - my_logger - INFO - ָ ж-ܶԭͺ˳/4WMA -2024-11-19 14:41:21,937 - my_logger - INFO - ָ ж-ܶԭͺ˳/4WMA -2024-11-19 14:41:22,044 - my_logger - INFO - ָ Kpler-OPECжԭͺ˳/4WMA -2024-11-19 14:41:22,044 - my_logger - INFO - ָ ԭͺ˳/4WMA -2024-11-19 14:41:22,045 - my_logger - INFO - ָ iraq/4WMA -2024-11-19 14:41:22,045 - my_logger - INFO - ָ Venezuela/4WMA -2024-11-19 14:41:22,045 - my_logger - INFO - ָ Kpler-ɳԭͳ/4WMA -2024-11-19 14:41:22,046 - my_logger - INFO - ָ Kpler-OPECԭͺ˳/4WMA -2024-11-19 14:41:22,046 - my_logger - INFO - ָ Kpler-OPEC+ԭͺ˳/4WMA -2024-11-19 14:41:22,047 - my_logger - INFO - ָ Kpler-ɳԭͳ -2024-11-19 14:41:22,047 - my_logger - INFO - ָ Kpler-OPEC+ԭͺ˳ -2024-11-19 14:41:22,047 - my_logger - INFO - ָ Kpler-OPEC+OPECԭͺ˳ -2024-11-19 14:41:22,048 - my_logger - INFO - ָ Kpler-OPECԭͺ˳ -2024-11-19 14:41:22,048 - my_logger - INFO - ָ Kpler-OPECжԭͺ˳ -2024-11-19 14:41:22,050 - my_logger - INFO - ָ Kpler-ԭͺ˳ -2024-11-19 14:41:22,050 - my_logger - INFO - ָ Kpler-ԭͺ˳ -2024-11-19 14:41:22,050 - my_logger - INFO - ָ ԭͺ˳ -2024-11-19 14:41:22,120 - my_logger - INFO - ָ ŷԭͺ˽/4WMA -2024-11-19 14:41:22,121 - my_logger - INFO - ָ ձԭͺ˽ -2024-11-19 14:41:22,121 - my_logger - INFO - ָ ¹ԭͺ˽ -2024-11-19 14:41:22,122 - my_logger - INFO - ָ ŷԭͺ˽ -2024-11-19 14:41:22,122 - my_logger - INFO - ָ ӡԭͺ˽ -2024-11-19 14:41:22,123 - my_logger - INFO - ָ йԭͺ˽ -2024-11-19 14:41:22,226 - my_logger - INFO - ָ Ϳ泬3ٷֱ -2024-11-19 14:41:22,226 - my_logger - INFO - ָ SCvsBrent -2024-11-19 14:41:22,227 - my_logger - INFO - ָ WTI1Լ۸ѽ۲(17)60 -2024-11-19 14:41:22,227 - my_logger - INFO - ָ ѽ۲ϲв/NYMEX RBOBѽ۲(18)90 -2024-11-19 14:41:22,228 - my_logger - INFO - ָ Brent1Լ۸ϲв/ԪָBrent1Լ۸2ܹ -2024-11-19 14:41:22,229 - my_logger - INFO - ָ ԭͿͿֵ -2024-11-19 14:41:22,229 - my_logger - INFO - ָ ɽۺBrent1Լ۸(4)60 -2024-11-19 14:41:22,230 - my_logger - INFO - ָ Brent c1/Comexͭ c1 -2024-11-19 14:41:22,230 - my_logger - INFO - ָ ԭ1ܻ*-1 -2024-11-19 14:41:22,231 - my_logger - INFO - ָ Եηָ/30DMA -2024-11-19 14:41:22,231 - my_logger - INFO - ָ Եηָ/14DMA -2024-11-19 14:41:22,232 - my_logger - INFO - ָ Եηָ/7DMA -2024-11-19 14:41:22,232 - my_logger - INFO - ָ Brent1Լ۸ϲв/GPRD_MA30 -2024-11-19 14:41:22,233 - my_logger - INFO - ָ WTI1Լ۸ϲв/WTI1-4 -2024-11-19 14:41:22,233 - my_logger - INFO - ָ RBOB/CBOB -2024-11-19 14:41:22,234 - my_logger - INFO - ָ Brent1Լ۸ϲв/Ԫָ -2024-11-19 14:41:22,234 - my_logger - INFO - ָ Brent1Լ۸ϲв/Brent1-2² -2024-11-19 14:41:22,235 - my_logger - INFO - ָ Brent1Լ۸Brent1Լ۸ϲв/BRENT 211ѽ۲150 -2024-11-19 14:41:22,235 - my_logger - INFO - ָ Brent1Լ۸Brent1Լ۸ϲв/DFL150 -2024-11-19 14:41:22,236 - my_logger - INFO - ָ /ҵԭͿ- -2024-11-19 14:41:22,312 - my_logger - INFO - ָ ӡȳƷͺ˽/4WMA -2024-11-19 14:41:22,313 - my_logger - INFO - ָ йƷͺ˽/4WMA -2024-11-19 14:41:22,313 - my_logger - INFO - ָ ŷ޳Ʒͺ˽/4WMA -2024-11-19 14:41:22,314 - my_logger - INFO - ָ ӡȳƷͺ˽ -2024-11-19 14:41:22,314 - my_logger - INFO - ָ йͺ˽ -2024-11-19 14:41:22,315 - my_logger - INFO - ָ ӡȲͺ˽ -2024-11-19 14:41:22,316 - my_logger - INFO - ָ ӡͺ˽ -2024-11-19 14:41:22,316 - my_logger - INFO - ָ йͺ˽ -2024-11-19 14:41:22,317 - my_logger - INFO - ָ йƷͺ˽ -2024-11-19 14:41:22,317 - my_logger - INFO - ָ ŷ޺ú˽ -2024-11-19 14:41:22,317 - my_logger - INFO - ָ ŷȼͺ˽ -2024-11-19 14:41:22,318 - my_logger - INFO - ָ ŷʯͺ˽ -2024-11-19 14:41:22,318 - my_logger - INFO - ָ ŷͺ˽ -2024-11-19 14:41:22,319 - my_logger - INFO - ָ ŷ޲ͺ˽ -2024-11-19 14:41:22,319 - my_logger - INFO - ָ ŷ޳Ʒͺ˽ -2024-11-19 14:41:22,392 - my_logger - INFO - ָ ͺ˳/4WMA -2024-11-19 14:41:22,393 - my_logger - INFO - ָ ͺ˳ -2024-11-19 14:41:22,393 - my_logger - INFO - ָ ˹ͺ˳ -2024-11-19 14:41:22,394 - my_logger - INFO - ָ ˹Ʒͺ˳ -2024-11-19 14:41:22,394 - my_logger - INFO - ָ ͺ˳ -2024-11-19 14:41:22,395 - my_logger - INFO - ָ Ʒͺ˳ -2024-11-19 14:41:22,395 - my_logger - INFO - ָ ˹ͺ˳ -2024-11-19 14:41:23,703 - my_logger - INFO - ['ovx index', 'dxy curncy', 'C2403128043', 'C2403150124', 'FVHCM1 INDEX', 'doedtprd index', 'CFFDQMMN INDEX', 'C2403083739', 'C2404167878', 'lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404167855'] -2024-11-19 14:41:23,704 - my_logger - INFO - ovx index -2024-11-19 14:41:24,143 - my_logger - INFO - dxy curncy -2024-11-19 14:41:24,753 - my_logger - INFO - C2403128043 -2024-11-19 14:41:25,400 - my_logger - INFO - C2403150124 -2024-11-19 14:41:26,101 - my_logger - INFO - FVHCM1 INDEX -2024-11-19 14:41:26,483 - my_logger - INFO - doedtprd index -2024-11-19 14:41:26,739 - my_logger - INFO - CFFDQMMN INDEX -2024-11-19 14:41:26,950 - my_logger - INFO - C2403083739 -2024-11-19 14:41:27,156 - my_logger - INFO - C2404167878 -2024-11-19 14:41:27,374 - my_logger - INFO - lmcads03 lme comdty -2024-11-19 14:41:27,774 - my_logger - INFO - GC1 COMB Comdty -2024-11-19 14:41:28,429 - my_logger - INFO - C2404167855 -2024-11-19 14:41:29,146 - my_logger - INFO - date ::ͳͶʹ::ֵ :ͳͶʹ::ֵ ... lmcads03 lme comdty GC1 COMB Comdty C2404167855 -9425 2024-11-19 NaN NaN ... NaN NaN NaN -8289 2024-11-18 NaN NaN ... NaN 2615.3 38.5293 -10772 2024-11-17 NaN NaN ... NaN NaN NaN -11274 2024-11-16 NaN NaN ... NaN NaN NaN -1733 2024-11-15 NaN NaN ... 9002.5 2570.1 38.3483 +[5 rows x 369 columns] +2024-11-21 14:25:58,761 - my_logger - INFO - ģѵ +2024-11-21 14:25:58,762 - my_logger - INFO - ѵݻͼing +2024-11-21 14:32:47,147 - my_logger - INFO - etaȡ... +2024-11-21 14:32:47,726 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ +2024-11-21 14:32:47,981 - my_logger - INFO - ָ :ͳͶʹ::ֵܾ +2024-11-21 14:32:48,168 - my_logger - INFO - ָ :ɽ:ͳͶʹ::ֵܾ +2024-11-21 14:32:48,363 - my_logger - INFO - ָ :īذ:ͳͶʹ::ֵܾ +2024-11-21 14:32:48,562 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ +2024-11-21 14:32:48,758 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ +2024-11-21 14:32:49,816 - my_logger - INFO - ָ йִ/7DMA +2024-11-21 14:32:50,286 - my_logger - INFO - ָ ͱ裨ܶȣ1ܻֵ +2024-11-21 14:32:50,287 - my_logger - INFO - ָ ͱ裨ܶȣ1ܻ +2024-11-21 14:32:50,547 - my_logger - INFO - ָ Ͳܶȣ1ܻ +2024-11-21 14:32:51,810 - my_logger - INFO - ָ ԭܶȱ/4WMA +2024-11-21 14:32:51,811 - my_logger - INFO - ָ Ʒ/4WMA +2024-11-21 14:32:51,812 - my_logger - INFO - ָ Ʒ4ܻ +2024-11-21 14:32:52,049 - my_logger - INFO - ָ ˹/500 +2024-11-21 14:32:52,050 - my_logger - INFO - ָ DOE-Ͳ1ܻ +2024-11-21 14:32:52,050 - my_logger - INFO - ָ DOE-Ͳ1ܻ +2024-11-21 14:32:52,051 - my_logger - INFO - ָ úһܻֵ +2024-11-21 14:32:52,051 - my_logger - INFO - ָ ͱһܻֵ +2024-11-21 14:32:52,052 - my_logger - INFO - ָ ͱһܻֵ +2024-11-21 14:32:52,052 - my_logger - INFO - ָ ŷѲ +2024-11-21 14:32:52,053 - my_logger - INFO - ָ ŷ޲Ѳ +2024-11-21 14:32:52,475 - my_logger - INFO - ָ йӪ1ܻ +2024-11-21 14:32:53,046 - my_logger - INFO - ָ ӵָܻȣ/3WMA +2024-11-21 14:32:53,047 - my_logger - INFO - ָ ԭ1ܻ +2024-11-21 14:32:54,220 - my_logger - INFO - ָ ԭ4ֵܾ +2024-11-21 14:32:55,470 - my_logger - INFO - ָ ڻѲ +2024-11-21 14:32:55,471 - my_logger - INFO - ָ īѲ +2024-11-21 14:32:55,587 - my_logger - INFO - ָ ŦԼ۲Ѳ +2024-11-21 14:32:55,588 - my_logger - INFO - ָ ŷ޲ڻѲ +2024-11-21 14:32:55,589 - my_logger - INFO - ָ ŷѲ +2024-11-21 14:32:55,589 - my_logger - INFO - ָ ¼²Ѳ +2024-11-21 14:32:55,589 - my_logger - INFO - ָ ڻѲ +2024-11-21 14:32:55,590 - my_logger - INFO - ָ īѲ +2024-11-21 14:32:55,590 - my_logger - INFO - ָ ŦԼѲ +2024-11-21 14:32:55,591 - my_logger - INFO - ָ ŷ¹صѲ +2024-11-21 14:32:55,591 - my_logger - INFO - ָ ¼Ѳ +2024-11-21 14:32:58,593 - my_logger - INFO - ָ ú4ƽ +2024-11-21 14:33:00,439 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ/65DMA +2024-11-21 14:33:00,439 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ/65DMA +2024-11-21 14:33:00,440 - my_logger - INFO - ָ HO12ºԼѽ/65DMA +2024-11-21 14:33:00,440 - my_logger - INFO - ָ RBOB12ºԼѽ/65DMA +2024-11-21 14:33:00,441 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ +2024-11-21 14:33:00,441 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ +2024-11-21 14:33:00,442 - my_logger - INFO - ָ HO12ºԼѽ/5DMA +2024-11-21 14:33:00,442 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA +2024-11-21 14:33:04,274 - my_logger - INFO - ָ Brent1Լ۸/2DMA +2024-11-21 14:33:04,274 - my_logger - INFO - ָ Brent1Լ۸/7DMA +2024-11-21 14:33:04,275 - my_logger - INFO - ָ Brent1Լ۸/23DMA +2024-11-21 14:33:04,275 - my_logger - INFO - ָ ԭͿ泬/5ϲв/WTI c1-c6 +2024-11-21 14:33:04,276 - my_logger - INFO - ָ Brent1Լ۸/5DMA +2024-11-21 14:33:04,277 - my_logger - INFO - ָ Brent c1-c2/3 +2024-11-21 14:33:04,277 - my_logger - INFO - ָ PP̼ϲв/ڻ̼ۣԾԭ +2024-11-21 14:33:04,277 - my_logger - INFO - ָ Brent1Լ۸/11DMA +2024-11-21 14:33:04,278 - my_logger - INFO - ָ ɽѽ۲ϲв/ڻۣԾԭ +2024-11-21 14:33:04,278 - my_logger - INFO - ָ ɽѽ۲ϲв/ +2024-11-21 14:33:04,279 - my_logger - INFO - ָ ԭ(йʤ)ϲв/ԭ +2024-11-21 14:33:04,279 - my_logger - INFO - ָ Brent1Լ۸/21DMA +2024-11-21 14:33:04,280 - my_logger - INFO - ָ Brent1Լ۸/14DMA +2024-11-21 14:33:04,280 - my_logger - INFO - ָ Brent1Լ۸/15DMA +2024-11-21 14:33:04,281 - my_logger - INFO - ָ Brent1-12 +2024-11-21 14:33:13,288 - my_logger - INFO - ָ WTI c1-c36 +2024-11-21 14:33:13,289 - my_logger - INFO - ָ WTI c1-c24 +2024-11-21 14:33:13,289 - my_logger - INFO - ָ WTI c1-c12 +2024-11-21 14:33:15,929 - my_logger - INFO - ָ Brent c1-c36 +2024-11-21 14:33:15,930 - my_logger - INFO - ָ Brent c1-c24 +2024-11-21 14:33:15,931 - my_logger - INFO - ָ Brent c1-c12 +2024-11-21 14:33:20,542 - my_logger - INFO - ָ Brent1Լ۸1ջ +2024-11-21 14:33:20,543 - my_logger - INFO - ָ Brent1Լ۸1ջ +2024-11-21 14:33:20,543 - my_logger - INFO - ָ WTI1Լ۸ϲв/500ָ +2024-11-21 14:33:20,990 - my_logger - INFO - ָ Dubai2Լ۸ +2024-11-21 14:33:20,991 - my_logger - INFO - ָ Dubai4Լ۸ +2024-11-21 14:33:21,441 - my_logger - INFO - ָ RBOBڻ2212·ݺԼ۸ +2024-11-21 14:33:21,441 - my_logger - INFO - ָ RBOBڻ2301·ݺԼ۸ +2024-11-21 14:33:21,442 - my_logger - INFO - ָ RBOBڻ2306·ݺԼ۸ +2024-11-21 14:33:23,382 - my_logger - INFO - ָ Dubai7Լ۸ +2024-11-21 14:33:23,383 - my_logger - INFO - ָ Dubai9Լ۸ +2024-11-21 14:33:23,384 - my_logger - INFO - ָ ϰ7-9² +2024-11-21 14:33:24,599 - my_logger - INFO - ָ Brent2 +2024-11-21 14:33:24,600 - my_logger - INFO - ָ WTI2Լ۸ +2024-11-21 14:33:25,450 - my_logger - INFO - ָ WTI4Լ۸ +2024-11-21 14:33:26,314 - my_logger - INFO - ָ Brent4Լ۸ +2024-11-21 14:33:27,917 - my_logger - INFO - ָ WTI7Լ۸ +2024-11-21 14:33:28,203 - my_logger - INFO - ָ WTI12Լ۸ +2024-11-21 14:33:28,566 - my_logger - INFO - ָ 24Լ۸ +2024-11-21 14:33:29,166 - my_logger - INFO - ָ Brent6Լ۸ +2024-11-21 14:33:29,167 - my_logger - INFO - ָ Brent12Լ۸ +2024-11-21 14:33:29,167 - my_logger - INFO - ָ Brent9Լ +2024-11-21 14:33:29,168 - my_logger - INFO - ָ brent3Լ +2024-11-21 14:33:29,168 - my_logger - INFO - ָ Brent5 +2024-11-21 14:33:29,168 - my_logger - INFO - ָ Brent10Լ +2024-11-21 14:33:29,168 - my_logger - INFO - ָ Brent11Լ +2024-11-21 14:33:29,169 - my_logger - INFO - ָ WTI3Լ۸ +2024-11-21 14:33:29,169 - my_logger - INFO - ָ Brent 7Լ۸ +2024-11-21 14:33:29,170 - my_logger - INFO - ָ Brent8Լ۸ +2024-11-21 14:33:29,170 - my_logger - INFO - ָ Brent13 +2024-11-21 14:33:29,886 - my_logger - INFO - ָ ICE Brent c15 +2024-11-21 14:33:29,887 - my_logger - INFO - ָ ICE Brent c16 +2024-11-21 14:33:29,888 - my_logger - INFO - ָ ICE Brent c17 +2024-11-21 14:33:29,888 - my_logger - INFO - ָ ICE Brent c18 +2024-11-21 14:33:29,889 - my_logger - INFO - ָ ICE Brent c19 +2024-11-21 14:33:29,889 - my_logger - INFO - ָ ICE Brent c20 +2024-11-21 14:33:30,213 - 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INFO - ָ NYMWX WTI c8 +2024-11-21 14:33:31,073 - my_logger - INFO - ָ NYMWX WTI c9 +2024-11-21 14:33:31,074 - my_logger - INFO - ָ NYMWX WTI c10 +2024-11-21 14:33:31,074 - my_logger - INFO - ָ NYMWX WTI c11 +2024-11-21 14:33:31,075 - my_logger - INFO - ָ NYMWX WTI c13 +2024-11-21 14:33:31,076 - my_logger - INFO - ָ NYMWX WTI c14 +2024-11-21 14:33:31,076 - my_logger - INFO - ָ NYMWX WTI c15 +2024-11-21 14:33:31,077 - my_logger - INFO - ָ NYMWX WTI c16 +2024-11-21 14:33:31,077 - my_logger - INFO - ָ NYMWX WTI c17 +2024-11-21 14:33:31,078 - my_logger - INFO - ָ NYMWX WTI c18 +2024-11-21 14:33:31,078 - my_logger - INFO - ָ NYMWX WTI c19 +2024-11-21 14:33:31,079 - my_logger - INFO - ָ NYMWX WTI c20 +2024-11-21 14:33:31,079 - my_logger - INFO - ָ NYMWX WTI c21 +2024-11-21 14:33:31,080 - my_logger - INFO - ָ NYMWX WTI c22 +2024-11-21 14:33:31,080 - my_logger - INFO - ָ NYMWX WTI c23 +2024-11-21 14:33:31,081 - my_logger - INFO - ָ NYMWX WTI c25 +2024-11-21 14:33:31,082 - my_logger - INFO - ָ NYMWX WTI c26 +2024-11-21 14:33:31,082 - 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INFO - ָ Oman Swap c26 +2024-11-21 14:33:31,644 - my_logger - INFO - ָ Oman Swap c27 +2024-11-21 14:33:31,645 - my_logger - INFO - ָ Oman Swap c28 +2024-11-21 14:33:31,645 - my_logger - INFO - ָ Oman Swap c29 +2024-11-21 14:33:31,646 - my_logger - INFO - ָ Oman Swap c30 +2024-11-21 14:33:31,646 - my_logger - INFO - ָ Oman Swap c31 +2024-11-21 14:33:31,647 - my_logger - INFO - ָ Oman Swap c32 +2024-11-21 14:33:31,647 - my_logger - INFO - ָ Oman Swap c33 +2024-11-21 14:33:31,648 - my_logger - INFO - ָ Oman Swap c34 +2024-11-21 14:33:31,648 - my_logger - INFO - ָ Oman Swap c35 +2024-11-21 14:33:31,648 - my_logger - INFO - ָ Oman Swap c36 +2024-11-21 14:33:31,648 - my_logger - INFO - ָ Oman Swap c37 +2024-11-21 14:33:31,649 - my_logger - INFO - ָ Oman Swap c38 +2024-11-21 14:33:32,193 - my_logger - INFO - ָ DME Oman c2 +2024-11-21 14:33:32,194 - my_logger - INFO - ָ DME Oman c3 +2024-11-21 14:33:32,194 - my_logger - INFO - ָ DME Oman c4 +2024-11-21 14:33:32,195 - my_logger - INFO - ָ DME Oman c5 +2024-11-21 14:33:32,195 - my_logger - INFO - ָ DME Oman c6 +2024-11-21 14:33:32,411 - my_logger - INFO - ָ Murban Futures c2 +2024-11-21 14:33:32,412 - my_logger - INFO - ָ Murban Futures c3 +2024-11-21 14:33:32,413 - my_logger - INFO - ָ Murban Futures c4 +2024-11-21 14:33:32,413 - my_logger - INFO - ָ Murban Futures c5 +2024-11-21 14:33:32,414 - my_logger - INFO - ָ Murban Futures c6 +2024-11-21 14:33:43,056 - my_logger - INFO - ָ EFS c1-c2 +2024-11-21 14:33:43,056 - my_logger - INFO - ָ TD3C ˷ c1-c2 +2024-11-21 14:33:45,735 - my_logger - INFO - ָ SC c1-c2/7DMA +2024-11-21 14:33:45,897 - my_logger - INFO - ָ Ѳ-Ѳ +2024-11-21 14:33:45,897 - my_logger - INFO - ָ Brent c1-c2 () +2024-11-21 14:33:51,399 - my_logger - INFO - ָ Brent c1-c2 (B) +2024-11-21 14:33:51,688 - my_logger - INFO - ָ WTI c1-c2 (B) +2024-11-21 14:33:51,984 - my_logger - INFO - ָ DME Oman c1 02:30̼Ԥ +2024-11-21 14:33:51,985 - my_logger - INFO - ָ DME Oman c2 02:30̼Ԥ +2024-11-21 14:33:52,482 - my_logger - INFO - ָ Brent1Լ۸/12DMA +2024-11-21 14:33:55,214 - my_logger - INFO - ָ ƷͿ1ܻ +2024-11-21 14:33:55,216 - my_logger - INFO - ָ PADD1ԭͿ1ܻ +2024-11-21 14:33:55,217 - my_logger - INFO - ָ PADD3ԭͿ1ܻ +2024-11-21 14:33:55,217 - my_logger - INFO - ָ PADD2ԭͿ1ܻ +2024-11-21 14:33:55,218 - my_logger - INFO - ָ PADD5ԭͿ1ܻ +2024-11-21 14:33:55,218 - my_logger - INFO - ָ PADD4ԭͿ1ܻ +2024-11-21 14:33:57,265 - my_logger - INFO - ָ ԭͿ1ܻ +2024-11-21 14:33:57,520 - my_logger - INFO - ָ սԴԭͿ1ܻ +2024-11-21 14:33:57,521 - my_logger - INFO - ָ ҵԭͿ1ܻ +2024-11-21 14:34:03,476 - my_logger - INFO - ָ жԭͳɱ+˷ +2024-11-21 14:34:05,300 - my_logger - INFO - ָ Brentԭֻ۸/8DMA +2024-11-21 14:34:05,301 - my_logger - INFO - ָ ֻ:ԭ:ӢDtd/8DMA +2024-11-21 14:34:30,892 - my_logger - INFO - ָ Brent1Լ۸ϲв/Brent 2-3 +2024-11-21 14:34:30,893 - my_logger - INFO - ָ BrentC1-C21ջ +2024-11-21 14:34:43,801 - my_logger - INFO - ָ OMANԭԶֻDES30DMA +2024-11-21 14:34:45,873 - my_logger - INFO - ָ VLCCԭ˼ۣжձ +2024-11-21 14:34:52,885 - my_logger - INFO - ָ ж-йԭ˷ +2024-11-21 14:34:57,523 - my_logger - INFO - ָ ˹嵽йVLCCԭ˷ѣԪ/죩 +2024-11-21 14:34:57,525 - my_logger - INFO - ָ ˹嵽¼VLCC˷ +2024-11-21 14:35:00,410 - my_logger - INFO - ָ ԭͲ +2024-11-21 14:35:11,947 - my_logger - INFO - ָ Brent1Լ۸ϲв/DFL +2024-11-21 14:35:12,843 - my_logger - INFO - ָ SC c3-޳ɱ/7DMA +2024-11-21 14:35:24,326 - my_logger - INFO - ָ ;ڣܶȣ1ܻ +2024-11-21 14:35:24,859 - my_logger - INFO - ָ ҳ͹˾ɼ +2024-11-21 14:35:25,135 - my_logger - INFO - ָ ܶԭͲ1ܻ +2024-11-21 14:35:25,136 - my_logger - INFO - ָ EIAܶNGLͬ +2024-11-21 14:35:25,137 - my_logger - INFO - ָ ԭͻԾͬ +2024-11-21 14:35:25,309 - my_logger - INFO - ָ ԭͣӪʣйܣնȱƵ +2024-11-21 14:35:25,637 - my_logger - INFO - ָ ԭܶȵ/4WMA +2024-11-21 14:35:25,638 - my_logger - INFO - ָ FCCװü +2024-11-21 14:35:25,638 - my_logger - INFO - ָ VDUװü +2024-11-21 14:35:25,905 - my_logger - INFO - ָ CDUװü +2024-11-21 14:35:25,906 - my_logger - INFO - ָ װü +2024-11-21 14:35:26,065 - my_logger - INFO - ָ ˹CDUװü +2024-11-21 14:35:26,346 - my_logger - INFO - ָ CDU +2024-11-21 14:35:26,347 - my_logger - INFO - ָ CDU/7DMA +2024-11-21 14:35:26,347 - my_logger - INFO - ָ CDU/5 +2024-11-21 14:35:26,556 - my_logger - INFO - ָ FCCװü/3 +2024-11-21 14:35:26,557 - my_logger - INFO - ָ ŷFCCװü +2024-11-21 14:35:26,558 - my_logger - INFO - ָ ŷFCCװü/7DMA +2024-11-21 14:35:26,558 - my_logger - INFO - ָ ŷѻװü +2024-11-21 14:35:26,559 - my_logger - INFO - ָ ŷѻװü/7DMA +2024-11-21 14:35:26,560 - my_logger - INFO - ָ FCCװü/7DMA +2024-11-21 14:35:26,560 - my_logger - INFO - ָ CDUװü/3 +2024-11-21 14:35:26,561 - my_logger - INFO - ָ йCDU +2024-11-21 14:35:27,103 - my_logger - INFO - ָ ȫװüޣǧͰ/գ +2024-11-21 14:35:27,104 - my_logger - INFO - ָ ȫװüޣǧͰ/գ +2024-11-21 14:35:27,105 - my_logger - INFO - ָ ȫCDUװüޣǧͰ/գ +2024-11-21 14:35:28,283 - my_logger - INFO - ָ ŷCDUװü +2024-11-21 14:35:28,284 - my_logger - INFO - ָ кCDUװü +2024-11-21 14:35:28,284 - my_logger - INFO - ָ ŷCDUװü +2024-11-21 14:35:28,284 - my_logger - INFO - ָ ŷCDUװü +2024-11-21 14:35:33,576 - my_logger - INFO - ָ ԭͻԾ1ܻ +2024-11-21 14:35:34,964 - my_logger - 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doedtprd index +2024-11-21 14:36:02,376 - my_logger - INFO - CFFDQMMN INDEX +2024-11-21 14:36:02,609 - my_logger - INFO - C2403083739 +2024-11-21 14:36:02,844 - my_logger - INFO - C2404167878 +2024-11-21 14:36:03,074 - my_logger - INFO - lmcads03 lme comdty +2024-11-21 14:36:03,509 - my_logger - INFO - GC1 COMB Comdty +2024-11-21 14:36:04,240 - my_logger - INFO - C2404167855 +2024-11-21 14:36:05,010 - my_logger - INFO - date ::ͳͶʹ::ֵ :ͳͶʹ::ֵ ... lmcads03 lme comdty GC1 COMB Comdty C2404167855 +8289 2024-11-21 NaN NaN ... NaN NaN NaN +8290 2024-11-20 NaN NaN ... NaN 2653.1 38.0919 +8291 2024-11-19 NaN NaN ... 9087.5 2631.0 37.9161 +8292 2024-11-18 NaN NaN ... 9072.5 2614.6 37.8051 +11273 2024-11-17 NaN NaN ... NaN NaN NaN [5 rows x 504 columns] -2024-11-19 14:42:52,777 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 14:42:52,779 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 14:42:52,781 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 14:42:52,783 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 14:42:52,785 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 14:42:52,787 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 -2024-11-19 14:42:52,789 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 -2024-11-19 14:42:52,792 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 -2024-11-19 14:42:52,794 - my_logger - INFO - Column йִ was last updated at 2024-04-10 -2024-11-19 14:42:52,796 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 -2024-11-19 14:42:52,798 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 -2024-11-19 14:42:52,800 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 -2024-11-19 14:42:52,802 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-19 14:42:52,804 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-19 14:42:52,807 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 -2024-11-19 14:42:52,809 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 -2024-11-19 14:42:52,811 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-19 14:42:52,813 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 -2024-11-19 14:42:52,815 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 -2024-11-19 14:42:52,818 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 -2024-11-19 14:42:52,821 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 -2024-11-19 14:42:52,823 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-19 14:42:52,825 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 -2024-11-19 14:42:52,827 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 -2024-11-19 14:42:52,829 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 -2024-11-19 14:42:52,831 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 -2024-11-19 14:42:52,833 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 -2024-11-19 14:42:52,835 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 -2024-11-19 14:42:52,837 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 -2024-11-19 14:42:52,839 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-19 14:42:52,842 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 -2024-11-19 14:42:52,844 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 -2024-11-19 14:42:52,847 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 -2024-11-19 14:42:52,849 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-18 -2024-11-19 14:42:52,851 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-18 -2024-11-19 14:42:52,853 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-18 -2024-11-19 14:42:52,855 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-18 -2024-11-19 14:42:52,857 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-18 -2024-11-19 14:42:52,859 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-18 -2024-11-19 14:42:52,861 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-18 -2024-11-19 14:42:52,864 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-18 -2024-11-19 14:42:52,866 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-18 -2024-11-19 14:42:52,867 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-18 -2024-11-19 14:42:52,870 - my_logger - INFO - Column ͵һ was last updated at 2024-11-18 -2024-11-19 14:42:52,872 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-18 -2024-11-19 14:42:52,874 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-18 -2024-11-19 14:42:52,878 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-18 -2024-11-19 14:42:52,879 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-18 -2024-11-19 14:42:52,881 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-18 -2024-11-19 14:42:52,883 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-18 -2024-11-19 14:42:52,885 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-15 -2024-11-19 14:42:52,888 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-15 -2024-11-19 14:42:52,890 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-18 -2024-11-19 14:42:52,892 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-18 -2024-11-19 14:42:52,894 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-18 -2024-11-19 14:42:52,897 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-18 -2024-11-19 14:42:52,899 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-18 -2024-11-19 14:42:52,901 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-18 -2024-11-19 14:42:52,903 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-18 -2024-11-19 14:42:52,905 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-18 -2024-11-19 14:42:52,907 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-18 -2024-11-19 14:42:52,910 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-18 -2024-11-19 14:42:52,912 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-18 -2024-11-19 14:42:52,914 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-18 -2024-11-19 14:42:52,916 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-18 -2024-11-19 14:42:52,917 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-18 -2024-11-19 14:42:52,920 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-18 -2024-11-19 14:42:52,922 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-18 -2024-11-19 14:42:52,925 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-18 -2024-11-19 14:42:52,927 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-18 -2024-11-19 14:42:52,929 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 -2024-11-19 14:42:52,931 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-18 -2024-11-19 14:42:52,933 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-18 -2024-11-19 14:42:52,936 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-19 -2024-11-19 14:42:52,938 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-18 -2024-11-19 14:42:52,940 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-18 -2024-11-19 14:42:52,943 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-18 -2024-11-19 14:42:52,945 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-18 -2024-11-19 14:42:52,948 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-18 -2024-11-19 14:42:52,951 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-18 -2024-11-19 14:42:52,953 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-18 -2024-11-19 14:42:52,956 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 -2024-11-19 14:42:52,958 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 -2024-11-19 14:42:52,960 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 -2024-11-19 14:42:52,962 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 -2024-11-19 14:42:52,964 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-18 -2024-11-19 14:42:52,966 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-18 -2024-11-19 14:42:52,968 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-18 -2024-11-19 14:42:52,971 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-19 -2024-11-19 14:42:52,973 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-18 -2024-11-19 14:42:52,975 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 -2024-11-19 14:42:52,978 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 -2024-11-19 14:42:52,980 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 -2024-11-19 14:42:52,982 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 -2024-11-19 14:42:52,984 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 -2024-11-19 14:42:52,986 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 -2024-11-19 14:42:52,989 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 -2024-11-19 14:42:52,991 - my_logger - INFO - Column y was last updated at 2024-11-18 -2024-11-19 14:42:52,993 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-15 -2024-11-19 14:42:52,995 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-18 -2024-11-19 14:42:52,997 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-18 -2024-11-19 14:42:52,999 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-19 -2024-11-19 14:42:53,001 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-18 -2024-11-19 14:42:53,004 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-18 -2024-11-19 14:42:53,007 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-18 -2024-11-19 14:42:53,009 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-18 -2024-11-19 14:42:53,011 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-18 -2024-11-19 14:42:53,012 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-18 -2024-11-19 14:42:53,014 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-18 -2024-11-19 14:42:53,016 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-18 -2024-11-19 14:42:53,019 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-18 -2024-11-19 14:42:53,022 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-18 -2024-11-19 14:42:53,025 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-15 -2024-11-19 14:42:53,027 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-18 -2024-11-19 14:42:53,029 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-18 -2024-11-19 14:42:53,030 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-18 -2024-11-19 14:42:53,032 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-18 -2024-11-19 14:42:53,034 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-18 -2024-11-19 14:42:53,037 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-19 -2024-11-19 14:42:53,039 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-18 -2024-11-19 14:42:53,042 - my_logger - INFO - Column Brent* was last updated at 2024-11-18 -2024-11-19 14:42:53,044 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-18 -2024-11-19 14:42:53,046 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-18 -2024-11-19 14:42:53,048 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-18 -2024-11-19 14:42:53,050 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-18 -2024-11-19 14:42:53,053 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 -2024-11-19 14:42:53,055 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 -2024-11-19 14:42:53,057 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 -2024-11-19 14:42:53,059 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-18 -2024-11-19 14:42:53,061 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-18 -2024-11-19 14:42:53,063 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-18 -2024-11-19 14:42:53,065 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-18 -2024-11-19 14:42:53,067 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 -2024-11-19 14:42:53,070 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 -2024-11-19 14:42:53,072 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 -2024-11-19 14:42:53,074 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-18 -2024-11-19 14:42:53,076 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 -2024-11-19 14:42:53,078 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-18 -2024-11-19 14:42:53,080 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-18 -2024-11-19 14:42:53,083 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-18 -2024-11-19 14:42:53,085 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-18 -2024-11-19 14:42:53,088 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-18 -2024-11-19 14:42:53,090 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-18 -2024-11-19 14:42:53,092 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-18 -2024-11-19 14:42:53,094 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-18 -2024-11-19 14:42:53,096 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-18 -2024-11-19 14:42:53,099 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 -2024-11-19 14:42:53,101 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 -2024-11-19 14:42:53,104 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-18 -2024-11-19 14:42:53,106 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-18 -2024-11-19 14:42:53,109 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-18 -2024-11-19 14:42:53,112 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 -2024-11-19 14:42:53,114 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 -2024-11-19 14:42:53,116 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-19 14:42:53,119 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 -2024-11-19 14:42:53,121 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 -2024-11-19 14:42:53,124 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 -2024-11-19 14:42:53,126 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 -2024-11-19 14:42:53,128 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 -2024-11-19 14:42:53,130 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 -2024-11-19 14:42:53,132 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-19 14:42:53,134 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 -2024-11-19 14:42:53,137 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 -2024-11-19 14:42:53,139 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 -2024-11-19 14:42:53,141 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 -2024-11-19 14:42:53,144 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 -2024-11-19 14:42:53,146 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 -2024-11-19 14:42:53,148 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-19 14:42:53,150 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-19 14:42:53,152 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 -2024-11-19 14:42:53,154 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 -2024-11-19 14:42:53,156 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 -2024-11-19 14:42:53,159 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 -2024-11-19 14:42:53,161 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 -2024-11-19 14:42:53,163 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 -2024-11-19 14:42:53,165 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 -2024-11-19 14:42:53,167 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 -2024-11-19 14:42:53,168 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 -2024-11-19 14:42:53,171 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 -2024-11-19 14:42:53,173 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-19 14:42:53,175 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 -2024-11-19 14:42:53,177 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 -2024-11-19 14:42:53,180 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 -2024-11-19 14:42:53,182 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 -2024-11-19 14:42:53,184 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 -2024-11-19 14:42:53,186 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 -2024-11-19 14:42:53,188 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 -2024-11-19 14:42:53,190 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 -2024-11-19 14:42:53,193 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-19 14:42:53,195 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 -2024-11-19 14:42:53,197 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 -2024-11-19 14:42:53,198 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 -2024-11-19 14:42:53,200 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 -2024-11-19 14:42:53,202 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 -2024-11-19 14:42:53,205 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 -2024-11-19 14:42:53,207 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-18 -2024-11-19 14:42:53,210 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-18 -2024-11-19 14:42:53,212 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-18 -2024-11-19 14:42:53,214 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-18 -2024-11-19 14:42:53,216 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-18 -2024-11-19 14:42:53,218 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-18 -2024-11-19 14:42:53,221 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 -2024-11-19 14:42:53,223 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 -2024-11-19 14:42:53,225 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-18 -2024-11-19 14:42:53,227 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-18 -2024-11-19 14:42:53,229 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-18 -2024-11-19 14:42:53,231 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-18 -2024-11-19 14:42:53,233 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-18 -2024-11-19 14:42:53,236 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-18 -2024-11-19 14:42:53,239 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-18 -2024-11-19 14:42:53,241 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-18 -2024-11-19 14:42:53,243 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-18 -2024-11-19 14:42:53,245 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-18 -2024-11-19 14:42:53,247 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-18 -2024-11-19 14:42:53,249 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-18 -2024-11-19 14:42:53,251 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-18 -2024-11-19 14:42:53,254 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-18 -2024-11-19 14:42:53,256 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-18 -2024-11-19 14:42:53,258 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-18 -2024-11-19 14:42:53,260 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-18 -2024-11-19 14:42:53,262 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-18 -2024-11-19 14:42:53,264 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-18 -2024-11-19 14:42:53,266 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-18 -2024-11-19 14:42:53,269 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-18 -2024-11-19 14:42:53,272 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-18 -2024-11-19 14:42:53,275 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-15 -2024-11-19 14:42:53,277 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-18 -2024-11-19 14:42:53,278 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-18 -2024-11-19 14:42:53,280 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-18 -2024-11-19 14:42:53,282 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-18 -2024-11-19 14:42:53,284 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-18 -2024-11-19 14:42:53,286 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-15 -2024-11-19 14:42:53,288 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-18 -2024-11-19 14:42:53,290 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-18 -2024-11-19 14:42:53,293 - my_logger - INFO - Column DFL was last updated at 2024-11-18 -2024-11-19 14:42:53,295 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-18 -2024-11-19 14:42:53,297 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-19 -2024-11-19 14:42:53,299 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-18 -2024-11-19 14:42:53,301 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-18 -2024-11-19 14:42:53,303 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 -2024-11-19 14:42:53,305 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-18 -2024-11-19 14:42:53,308 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-18 -2024-11-19 14:42:53,310 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-18 -2024-11-19 14:42:53,312 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-18 -2024-11-19 14:42:53,315 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-18 -2024-11-19 14:42:53,317 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-18 -2024-11-19 14:42:53,319 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-18 -2024-11-19 14:42:53,322 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-19 -2024-11-19 14:42:53,324 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 -2024-11-19 14:42:53,326 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-19 -2024-11-19 14:42:53,328 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-19 -2024-11-19 14:42:53,331 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-15 -2024-11-19 14:42:53,333 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 -2024-11-19 14:42:53,335 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-18 -2024-11-19 14:42:53,337 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-19 -2024-11-19 14:42:53,339 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-19 -2024-11-19 14:42:53,341 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-18 -2024-11-19 14:42:53,343 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-19 -2024-11-19 14:42:53,346 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-18 -2024-11-19 14:42:53,348 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-15 -2024-11-19 14:42:53,350 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-15 -2024-11-19 14:42:53,352 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-15 -2024-11-19 14:42:53,355 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-15 -2024-11-19 14:42:53,357 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-18 -2024-11-19 14:42:53,359 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-15 -2024-11-19 14:42:53,362 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 -2024-11-19 14:42:53,364 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-15 -2024-11-19 14:42:53,365 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 -2024-11-19 14:42:53,368 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-18 -2024-11-19 14:42:53,369 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-18 -2024-11-19 14:42:53,372 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-18 -2024-11-19 14:42:53,374 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 -2024-11-19 14:42:53,376 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-18 -2024-11-19 14:42:53,378 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-18 -2024-11-19 14:42:53,381 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-19 -2024-11-19 14:42:53,383 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-18 -2024-11-19 14:42:53,386 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-18 -2024-11-19 14:42:53,389 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-18 -2024-11-19 14:42:53,391 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-18 -2024-11-19 14:42:53,393 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-18 -2024-11-19 14:42:53,395 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 -2024-11-19 14:42:53,397 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-18 -2024-11-19 14:42:53,399 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-18 -2024-11-19 14:42:53,402 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-18 -2024-11-19 14:42:53,405 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-18 -2024-11-19 14:42:53,407 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-18 -2024-11-19 14:42:53,411 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-18 -2024-11-19 14:42:53,413 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-18 -2024-11-19 14:42:53,415 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-19 14:42:53,419 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 -2024-11-19 14:42:53,421 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-18 -2024-11-19 14:42:53,423 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-15 -2024-11-19 14:42:53,425 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-18 -2024-11-19 14:42:53,427 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-18 -2024-11-19 14:42:53,429 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-18 -2024-11-19 14:42:53,431 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-18 -2024-11-19 14:42:53,434 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-18 -2024-11-19 14:42:53,437 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-18 -2024-11-19 14:42:53,439 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-18 -2024-11-19 14:42:53,441 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-18 -2024-11-19 14:42:53,443 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-18 -2024-11-19 14:42:53,446 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-18 -2024-11-19 14:42:53,447 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-18 -2024-11-19 14:42:53,450 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-18 -2024-11-19 14:42:53,452 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-18 -2024-11-19 14:42:53,454 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-18 -2024-11-19 14:42:53,456 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-18 -2024-11-19 14:42:53,457 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-18 -2024-11-19 14:42:53,461 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-19 -2024-11-19 14:42:53,463 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-19 -2024-11-19 14:42:53,464 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-19 -2024-11-19 14:42:53,466 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-19 -2024-11-19 14:42:53,469 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-18 -2024-11-19 14:42:53,471 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-18 -2024-11-19 14:42:53,473 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-18 -2024-11-19 14:42:53,475 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-18 -2024-11-19 14:42:53,478 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-18 -2024-11-19 14:42:53,480 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-18 -2024-11-19 14:42:53,482 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-18 -2024-11-19 14:42:53,484 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-18 -2024-11-19 14:42:53,487 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-17 -2024-11-19 14:42:53,490 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-18 -2024-11-19 14:42:53,492 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-18 -2024-11-19 14:42:53,494 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-18 -2024-11-19 14:42:53,496 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-18 -2024-11-19 14:42:53,499 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-18 -2024-11-19 14:42:53,501 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-18 -2024-11-19 14:42:53,504 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-18 -2024-11-19 14:42:53,506 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-18 -2024-11-19 14:42:53,509 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-18 -2024-11-19 14:42:53,512 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-18 -2024-11-19 14:42:53,514 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-18 -2024-11-19 14:42:53,517 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-19 14:42:53,520 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-19 14:42:53,522 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-19 14:42:53,524 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 -2024-11-19 14:42:53,526 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 -2024-11-19 14:42:53,528 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 -2024-11-19 14:42:53,531 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 -2024-11-19 14:42:53,533 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 -2024-11-19 14:42:53,535 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 -2024-11-19 14:42:53,538 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 -2024-11-19 14:42:53,540 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 -2024-11-19 14:42:53,542 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 -2024-11-19 14:42:53,544 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 -2024-11-19 14:42:53,547 - my_logger - INFO - Column was last updated at 2024-11-15 -2024-11-19 14:42:53,549 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-19 14:42:53,552 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 -2024-11-19 14:42:53,555 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 -2024-11-19 14:42:53,559 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 -2024-11-19 14:42:53,561 - my_logger - INFO - Column ò was last updated at 2024-11-08 -2024-11-19 14:42:53,564 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 -2024-11-19 14:42:53,566 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 -2024-11-19 14:42:53,569 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 -2024-11-19 14:42:53,571 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 -2024-11-19 14:42:53,573 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 -2024-11-19 14:42:53,575 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 -2024-11-19 14:42:53,577 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 -2024-11-19 14:42:53,580 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 -2024-11-19 14:42:53,582 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 -2024-11-19 14:42:53,584 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 -2024-11-19 14:42:53,587 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 -2024-11-19 14:42:53,588 - my_logger - INFO - Column Permian was last updated at 2024-11-15 -2024-11-19 14:42:53,590 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 -2024-11-19 14:42:53,592 - my_logger - INFO - Column Williston was last updated at 2024-11-15 -2024-11-19 14:42:53,594 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 -2024-11-19 14:42:53,596 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 -2024-11-19 14:42:53,599 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 -2024-11-19 14:42:53,601 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 -2024-11-19 14:42:53,603 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 -2024-11-19 14:42:53,606 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 -2024-11-19 14:42:53,608 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 -2024-11-19 14:42:53,610 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 -2024-11-19 14:42:53,612 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 -2024-11-19 14:42:53,614 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 -2024-11-19 14:42:53,616 - my_logger - INFO - Column was last updated at 2024-11-15 -2024-11-19 14:42:53,618 - my_logger - INFO - Column ½ was last updated at 2024-11-15 -2024-11-19 14:42:53,620 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 -2024-11-19 14:42:53,622 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 -2024-11-19 14:42:53,625 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 -2024-11-19 14:42:53,628 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 -2024-11-19 14:42:53,630 - my_logger - INFO - Column was last updated at 2024-11-08 -2024-11-19 14:42:53,633 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 -2024-11-19 14:42:53,636 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 -2024-11-19 14:42:53,638 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 -2024-11-19 14:42:53,641 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 -2024-11-19 14:42:53,644 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 -2024-11-19 14:42:53,647 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-19 14:42:53,649 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 -2024-11-19 14:42:53,650 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 -2024-11-19 14:42:53,653 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-19 14:42:53,656 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 -2024-11-19 14:42:53,658 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 -2024-11-19 14:42:53,660 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 -2024-11-19 14:42:53,663 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 -2024-11-19 14:42:53,665 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 -2024-11-19 14:42:53,668 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 -2024-11-19 14:42:53,671 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-15 -2024-11-19 14:42:53,674 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-15 -2024-11-19 14:42:53,677 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 -2024-11-19 14:42:53,679 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 -2024-11-19 14:42:53,682 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 -2024-11-19 14:42:53,684 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 -2024-11-19 14:42:53,686 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-19 14:42:53,689 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 -2024-11-19 14:42:53,691 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 -2024-11-19 14:42:53,693 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,695 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 -2024-11-19 14:42:53,697 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-19 14:42:53,699 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,702 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,705 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,708 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,710 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,712 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,715 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,717 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-19 14:42:53,720 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,723 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-19 14:42:53,725 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,727 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 -2024-11-19 14:42:53,730 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,732 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 -2024-11-19 14:42:53,735 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,737 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,740 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,742 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,743 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,745 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 -2024-11-19 14:42:53,747 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,750 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,752 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,754 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,756 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,758 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,760 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,762 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,764 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,766 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,769 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,771 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,773 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,775 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,778 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,780 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,783 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,785 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,788 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,789 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,791 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 -2024-11-19 14:42:53,793 - 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my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 14:37:28,667 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-15 +2024-11-21 14:37:28,668 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-15 +2024-11-21 14:37:28,672 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-15 +2024-11-21 14:37:28,673 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-15 +2024-11-21 14:37:28,675 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-15 +2024-11-21 14:37:28,677 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 14:37:28,679 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 14:37:28,681 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 14:37:28,683 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 14:37:28,685 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-21 +2024-11-21 14:37:28,686 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-21 +2024-11-21 14:37:28,688 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-21 +2024-11-21 14:37:28,690 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-20 +2024-11-21 14:37:28,692 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-20 +2024-11-21 14:37:28,694 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-20 +2024-11-21 14:37:28,696 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-20 +2024-11-21 14:37:28,698 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-20 +2024-11-21 14:37:28,700 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-20 +2024-11-21 14:37:28,702 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-20 +2024-11-21 14:37:28,704 - my_logger - INFO - Column ͵һ was last updated at 2024-11-20 +2024-11-21 14:37:28,705 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 14:37:28,708 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 14:37:28,710 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-20 +2024-11-21 14:37:28,712 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-20 +2024-11-21 14:37:28,715 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-20 +2024-11-21 14:37:28,717 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-20 +2024-11-21 14:37:28,719 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-20 +2024-11-21 14:37:28,721 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-20 +2024-11-21 14:37:28,723 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-20 +2024-11-21 14:37:28,725 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-20 +2024-11-21 14:37:28,726 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-20 +2024-11-21 14:37:28,729 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 14:37:28,731 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 14:37:28,734 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 14:37:28,736 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 14:37:28,738 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-20 +2024-11-21 14:37:28,740 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-20 +2024-11-21 14:37:28,742 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-20 +2024-11-21 14:37:28,744 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-20 +2024-11-21 14:37:28,747 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-20 +2024-11-21 14:37:28,749 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-20 +2024-11-21 14:37:28,751 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-20 +2024-11-21 14:37:28,753 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-20 +2024-11-21 14:37:28,755 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-20 +2024-11-21 14:37:28,757 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-20 +2024-11-21 14:37:28,759 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-20 +2024-11-21 14:37:28,761 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 14:37:28,764 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-20 +2024-11-21 14:37:28,766 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-20 +2024-11-21 14:37:28,767 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 14:37:28,770 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-20 +2024-11-21 14:37:28,772 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-21 +2024-11-21 14:37:28,774 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-20 +2024-11-21 14:37:28,776 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-20 +2024-11-21 14:37:28,778 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-20 +2024-11-21 14:37:28,780 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-20 +2024-11-21 14:37:28,782 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-20 +2024-11-21 14:37:28,784 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 14:37:28,786 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-20 +2024-11-21 14:37:28,787 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 14:37:28,790 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 14:37:28,791 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 14:37:28,793 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-20 +2024-11-21 14:37:28,796 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-20 +2024-11-21 14:37:28,798 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-21 +2024-11-21 14:37:28,800 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-21 +2024-11-21 14:37:28,802 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 14:37:28,804 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 14:37:28,805 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-19 +2024-11-21 14:37:28,807 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 14:37:28,809 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 14:37:28,811 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 14:37:28,814 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-20 +2024-11-21 14:37:28,816 - my_logger - INFO - Column y was last updated at 2024-11-20 +2024-11-21 14:37:28,817 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 14:37:28,820 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-20 +2024-11-21 14:37:28,822 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-20 +2024-11-21 14:37:28,824 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-21 +2024-11-21 14:37:28,827 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-20 +2024-11-21 14:37:28,831 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-20 +2024-11-21 14:37:28,833 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-20 +2024-11-21 14:37:28,835 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-20 +2024-11-21 14:37:28,837 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-20 +2024-11-21 14:37:28,838 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-20 +2024-11-21 14:37:28,841 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-20 +2024-11-21 14:37:28,842 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-20 +2024-11-21 14:37:28,844 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-20 +2024-11-21 14:37:28,847 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-20 +2024-11-21 14:37:28,849 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-20 +2024-11-21 14:37:28,851 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-20 +2024-11-21 14:37:28,853 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-20 +2024-11-21 14:37:28,855 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-20 +2024-11-21 14:37:28,857 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 14:37:28,859 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 14:37:28,861 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-21 +2024-11-21 14:37:28,863 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 14:37:28,865 - my_logger - INFO - Column Brent* was last updated at 2024-11-20 +2024-11-21 14:37:28,867 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 14:37:28,869 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 14:37:28,870 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 14:37:28,873 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-20 +2024-11-21 14:37:28,875 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 14:37:28,877 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 14:37:28,880 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 14:37:28,883 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-20 +2024-11-21 14:37:28,885 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-20 +2024-11-21 14:37:28,887 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-20 +2024-11-21 14:37:28,888 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 14:37:28,890 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 14:37:28,893 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 14:37:28,896 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 14:37:28,898 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-20 +2024-11-21 14:37:28,900 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 14:37:28,902 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-20 +2024-11-21 14:37:28,904 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-20 +2024-11-21 14:37:28,906 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 14:37:28,908 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 14:37:28,910 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 14:37:28,913 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 14:37:28,914 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 14:37:28,916 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 14:37:28,918 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-20 +2024-11-21 14:37:28,919 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 14:37:28,921 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 14:37:28,923 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 14:37:28,926 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 14:37:28,928 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 14:37:28,930 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-15 +2024-11-21 14:37:28,932 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-15 +2024-11-21 14:37:28,934 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 14:37:28,935 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-15 +2024-11-21 14:37:28,937 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-15 +2024-11-21 14:37:28,939 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-15 +2024-11-21 14:37:28,941 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 14:37:28,943 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 14:37:28,945 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-15 +2024-11-21 14:37:28,947 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 14:37:28,949 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-15 +2024-11-21 14:37:28,951 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-15 +2024-11-21 14:37:28,953 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 14:37:28,955 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 14:37:28,958 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 14:37:28,960 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-15 +2024-11-21 14:37:28,963 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 14:37:28,965 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 14:37:28,967 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 14:37:28,969 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 14:37:28,971 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 14:37:28,973 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 14:37:28,974 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 14:37:28,976 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 14:37:28,978 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 14:37:28,980 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 14:37:28,982 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 14:37:28,984 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 14:37:28,986 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 14:37:28,988 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-15 +2024-11-21 14:37:28,990 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-15 +2024-11-21 14:37:28,992 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-15 +2024-11-21 14:37:28,994 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-15 +2024-11-21 14:37:28,996 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-15 +2024-11-21 14:37:28,999 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-15 +2024-11-21 14:37:29,001 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-15 +2024-11-21 14:37:29,003 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-15 +2024-11-21 14:37:29,005 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 14:37:29,006 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 14:37:29,008 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 14:37:29,010 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 14:37:29,012 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-15 +2024-11-21 14:37:29,015 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 14:37:29,017 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-15 +2024-11-21 14:37:29,019 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 14:37:29,021 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-20 +2024-11-21 14:37:29,023 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-20 +2024-11-21 14:37:29,025 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-20 +2024-11-21 14:37:29,027 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-20 +2024-11-21 14:37:29,030 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-20 +2024-11-21 14:37:29,032 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 14:37:29,033 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 14:37:29,035 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-20 +2024-11-21 14:37:29,037 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-20 +2024-11-21 14:37:29,039 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-20 +2024-11-21 14:37:29,041 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-20 +2024-11-21 14:37:29,042 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-20 +2024-11-21 14:37:29,045 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-20 +2024-11-21 14:37:29,048 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-20 +2024-11-21 14:37:29,050 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-20 +2024-11-21 14:37:29,052 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-20 +2024-11-21 14:37:29,053 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-20 +2024-11-21 14:37:29,056 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-20 +2024-11-21 14:37:29,058 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-20 +2024-11-21 14:37:29,060 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-20 +2024-11-21 14:37:29,062 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-20 +2024-11-21 14:37:29,065 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-20 +2024-11-21 14:37:29,066 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-20 +2024-11-21 14:37:29,068 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-20 +2024-11-21 14:37:29,070 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-20 +2024-11-21 14:37:29,072 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-20 +2024-11-21 14:37:29,074 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-20 +2024-11-21 14:37:29,076 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-20 +2024-11-21 14:37:29,078 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-20 +2024-11-21 14:37:29,081 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-19 +2024-11-21 14:37:29,083 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-20 +2024-11-21 14:37:29,084 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-20 +2024-11-21 14:37:29,087 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-20 +2024-11-21 14:37:29,089 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 14:37:29,090 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-20 +2024-11-21 14:37:29,093 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-19 +2024-11-21 14:37:29,096 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-20 +2024-11-21 14:37:29,097 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:37:29,099 - my_logger - INFO - Column DFL was last updated at 2024-11-20 +2024-11-21 14:37:29,101 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-20 +2024-11-21 14:37:29,103 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-21 +2024-11-21 14:37:29,105 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-20 +2024-11-21 14:37:29,107 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-20 +2024-11-21 14:37:29,109 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-20 +2024-11-21 14:37:29,111 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-20 +2024-11-21 14:37:29,113 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-20 +2024-11-21 14:37:29,115 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-21 +2024-11-21 14:37:29,118 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-20 +2024-11-21 14:37:29,119 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-20 +2024-11-21 14:37:29,121 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-20 +2024-11-21 14:37:29,123 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-20 +2024-11-21 14:37:29,124 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-21 +2024-11-21 14:37:29,126 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-19 +2024-11-21 14:37:29,130 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 14:37:29,132 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-21 +2024-11-21 14:37:29,133 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-19 +2024-11-21 14:37:29,135 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-19 +2024-11-21 14:37:29,137 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-20 +2024-11-21 14:37:29,139 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-21 +2024-11-21 14:37:29,141 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 14:37:29,143 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-20 +2024-11-21 14:37:29,145 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-21 +2024-11-21 14:37:29,148 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 14:37:29,149 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-19 +2024-11-21 14:37:29,151 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-19 +2024-11-21 14:37:29,153 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-19 +2024-11-21 14:37:29,155 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-19 +2024-11-21 14:37:29,157 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-20 +2024-11-21 14:37:29,160 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 14:37:29,162 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 14:37:29,165 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 14:37:29,166 - my_logger - INFO - Column SCȼ was last updated at 2024-11-19 +2024-11-21 14:37:29,168 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:37:29,170 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:37:29,172 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:37:29,174 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-19 +2024-11-21 14:37:29,176 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-20 +2024-11-21 14:37:29,178 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:37:29,181 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 14:37:29,182 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-20 +2024-11-21 14:37:29,184 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:37:29,186 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-20 +2024-11-21 14:37:29,188 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-20 +2024-11-21 14:37:29,190 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-20 +2024-11-21 14:37:29,192 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 14:37:29,195 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-21 +2024-11-21 14:37:29,197 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-20 +2024-11-21 14:37:29,198 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-20 +2024-11-21 14:37:29,200 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-20 +2024-11-21 14:37:29,202 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-20 +2024-11-21 14:37:29,205 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-20 +2024-11-21 14:37:29,208 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-20 +2024-11-21 14:37:29,210 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 14:37:29,212 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 14:37:29,214 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-20 +2024-11-21 14:37:29,216 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-19 +2024-11-21 14:37:29,218 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-20 +2024-11-21 14:37:29,220 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-20 +2024-11-21 14:37:29,222 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-20 +2024-11-21 14:37:29,224 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-20 +2024-11-21 14:37:29,226 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-20 +2024-11-21 14:37:29,228 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-20 +2024-11-21 14:37:29,230 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-20 +2024-11-21 14:37:29,232 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-20 +2024-11-21 14:37:29,234 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-20 +2024-11-21 14:37:29,236 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-20 +2024-11-21 14:37:29,237 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-20 +2024-11-21 14:37:29,240 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-20 +2024-11-21 14:37:29,242 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-20 +2024-11-21 14:37:29,244 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 14:37:29,247 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 14:37:29,248 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 14:37:29,250 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-21 +2024-11-21 14:37:29,252 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-21 +2024-11-21 14:37:29,254 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-21 +2024-11-21 14:37:29,256 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-21 +2024-11-21 14:37:29,258 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 14:37:29,261 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 14:37:29,263 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 14:37:29,266 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 14:37:29,268 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 14:37:29,269 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 14:37:29,271 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-20 +2024-11-21 14:37:29,273 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-20 +2024-11-21 14:37:29,274 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-19 +2024-11-21 14:37:29,278 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-20 +2024-11-21 14:37:29,283 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-20 +2024-11-21 14:37:29,291 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 14:37:29,299 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 14:37:29,302 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-20 +2024-11-21 14:37:29,305 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 14:37:29,307 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 14:37:29,310 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-20 +2024-11-21 14:37:29,313 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-20 +2024-11-21 14:37:29,316 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-20 +2024-11-21 14:37:29,318 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-20 +2024-11-21 14:37:29,320 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:37:29,323 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:37:29,326 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:37:29,328 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:37:29,331 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-15 +2024-11-21 14:37:29,333 - my_logger - INFO - Column ͬ was last updated at 2024-11-15 +2024-11-21 14:37:29,335 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-15 +2024-11-21 14:37:29,337 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 14:37:29,338 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 14:37:29,339 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 14:37:29,341 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 14:37:29,343 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 14:37:29,346 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-15 +2024-11-21 14:37:29,347 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 14:37:29,350 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 14:37:29,352 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-15 +2024-11-21 14:37:29,354 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 14:37:29,356 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 14:37:29,358 - my_logger - INFO - Column ò was last updated at 2024-11-15 +2024-11-21 14:37:29,359 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-15 +2024-11-21 14:37:29,362 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 14:37:29,364 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 14:37:29,366 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 14:37:29,368 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 14:37:29,370 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 14:37:29,372 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 14:37:29,373 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 14:37:29,376 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 14:37:29,378 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 14:37:29,380 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 14:37:29,382 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 14:37:29,384 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 14:37:29,386 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 14:37:29,387 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 14:37:29,389 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 14:37:29,391 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 14:37:29,394 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 14:37:29,397 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 14:37:29,399 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 14:37:29,400 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 14:37:29,402 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 14:37:29,404 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 14:37:29,406 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 14:37:29,408 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 14:37:29,410 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 14:37:29,412 - my_logger - INFO - Column ԭ was last updated at 2024-11-15 +2024-11-21 14:37:29,414 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 14:37:29,416 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-15 +2024-11-21 14:37:29,417 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 14:37:29,419 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 14:37:29,421 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-15 +2024-11-21 14:37:29,423 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 14:37:29,425 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 14:37:29,427 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-15 +2024-11-21 14:37:29,430 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 14:37:29,432 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 14:37:29,433 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 14:37:29,435 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-15 +2024-11-21 14:37:29,437 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 14:37:29,439 - my_logger - INFO - Column DOE-; was last updated at 2024-11-15 +2024-11-21 14:37:29,440 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-15 +2024-11-21 14:37:29,442 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-15 +2024-11-21 14:37:29,444 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-15 +2024-11-21 14:37:29,446 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-15 +2024-11-21 14:37:29,448 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-15 +2024-11-21 14:37:29,451 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-19 +2024-11-21 14:37:29,453 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-19 +2024-11-21 14:37:29,455 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-15 +2024-11-21 14:37:29,458 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-15 +2024-11-21 14:37:29,460 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-15 +2024-11-21 14:37:29,463 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-15 +2024-11-21 14:37:29,465 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 14:37:29,467 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 14:37:29,468 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 14:37:29,470 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,472 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:37:29,474 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:37:29,476 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,478 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,480 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,482 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,484 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,486 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,488 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,490 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:37:29,492 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,495 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:37:29,497 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,499 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:37:29,501 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,503 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 14:37:29,505 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,507 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,509 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,511 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,514 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,516 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 14:37:29,518 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,520 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,522 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,524 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,526 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,529 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,531 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,533 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,535 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,536 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,538 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,540 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,542 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,544 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,546 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,549 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,550 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,552 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,554 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,557 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,559 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,562 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,564 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:37:29,566 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,567 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 14:37:29,569 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,571 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,573 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,575 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,577 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,580 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 14:37:29,582 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,584 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,586 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,588 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,590 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,592 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 14:37:29,596 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,598 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,600 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,602 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,604 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,605 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,607 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,610 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,613 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,615 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,617 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,618 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,621 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,623 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,625 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,628 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,629 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,631 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,633 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,635 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,637 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:37:29,639 - my_logger - INFO - Column ˮλ was last updated at 2024-11-20 +2024-11-21 14:37:29,641 - my_logger - INFO - Column ovx index was last updated at 2024-11-20 +2024-11-21 14:37:29,644 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-20 +2024-11-21 14:37:29,646 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-20 +2024-11-21 14:37:29,649 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-20 +2024-11-21 14:37:29,651 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-20 +2024-11-21 14:37:29,652 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-15 +2024-11-21 14:37:29,654 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 14:37:29,656 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 14:37:29,659 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 14:37:29,662 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-19 +2024-11-21 14:37:29,664 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-20 +2024-11-21 14:37:29,666 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-20 +2024-11-21 14:37:29,670 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 14:37:29,672 - my_logger - INFO - ɾԤǰ(2517, 504) +2024-11-21 14:37:29,676 - my_logger - INFO - ɾԤ(2517, 429) +2024-11-21 14:37:29,678 - my_logger - INFO - ɾ²ǰ(2517, 429) +2024-11-21 14:37:30,176 - my_logger - INFO - ɾ²(2517, 425) +2024-11-21 14:37:30,181 - my_logger - INFO - ɾԤΪֵк(1781, 425) +2024-11-21 14:37:30,184 - my_logger - INFO - ɾȫΪֵк(1781, 354) +2024-11-21 14:37:33,645 - my_logger - INFO - ն(222) ܶ(130) ¶(1) 0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ 1 īӹWTIԭCDU йͱ 2 ¼ӹDubaiԭCDU DOE-Ͳ/3 3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ 4 īӹWTIԭCDU M2 Ͳܶȣ .. ... ... ... -226 C2403128043 -227 C2403150124 -228 FVHCM1 INDEX -229 GC1 COMB Comdty -230 C2404167855 +217 C2403128043 +218 C2403150124 +219 FVHCM1 INDEX +220 GC1 COMB Comdty +221 C2404167855 -[231 rows x 3 columns] -2024-11-19 14:42:58,085 - my_logger - INFO - Ϣܹ360,ն(231),ܶ(130),¶(1), 꿴 1б +[222 rows x 3 columns] +2024-11-21 14:37:33,657 - my_logger - INFO - Ϣܹ351,ն(222),ܶ(130),¶(1), 꿴 1б ̣ 1. 2. ɾУûֵɾ @@ -10361,220 +1683,7870 @@ Testing set head: -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ Է -2024-11-19 14:42:58,087 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** -2024-11-19 14:42:59,275 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '73.3' WHERE ds = '2024-11-18 00:00:00' -2024-11-19 14:42:59,278 - my_logger - INFO - ʼѵģ... -2024-11-19 14:42:59,278 - my_logger - INFO - ģѵ -2024-11-19 14:42:59,279 - my_logger - INFO - ѵݻͼing -2024-11-19 14:43:01,697 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', NHITS = '72.14228', Informer = '74.52396', LSTM = '74.753944', iTransformer = '74.21086', TSMixer = '73.09096', TSMixerx = '75.36713', PatchTST = '73.71281', RNN = '60.009727', GRU = '73.79061', TCN = '73.80944', BiTCN = '73.206085', DilatedRNN = '75.25644', MLP = '72.4851', DLinear = '73.117485', NLinear = '73.768105', TFT = '74.18888', StemGNN = '75.17077', MLPMultivariate = '72.980576', TiDE = '73.38782', DeepNPTS = '72.59514' WHERE ds = '2024-11-19 00:00:00' -2024-11-19 14:43:03,432 - my_logger - INFO - ѵݻͼend -2024-11-19 14:43:03,432 - my_logger - INFO - ing -2024-11-19 14:43:03,677 - my_logger - INFO - ʼƼ۸ֱָͼ -2024-11-19 14:43:05,517 - my_logger - INFO - ۸ָܺΪ67.36181900830297 -2024-11-19 14:43:05,519 - my_logger - INFO - ʼƹӦֱָͼ -2024-11-19 14:43:07,294 - my_logger - INFO - ӦָܺΪ15.18606570965436 -2024-11-19 14:43:07,295 - my_logger - INFO - ʼֱָͼ -2024-11-19 14:43:09,005 - my_logger - INFO - ָܺΪ6.24684189728446 -2024-11-19 14:43:09,006 - my_logger - INFO - ʼƿֱָͼ -2024-11-19 14:43:10,819 - my_logger - INFO - ָܺΪ20.35727874858709 -2024-11-19 14:43:10,820 - my_logger - INFO - ʼڻгֱָͼ -2024-11-19 14:43:12,612 - my_logger - INFO - ڻгָܺΪ51.576111130270405 -2024-11-19 14:43:12,613 - my_logger - INFO - ʼֱָͼ -2024-11-19 14:43:12,941 - my_logger - INFO - ָܺΪ1.0249209969840862 -2024-11-19 14:43:12,942 - my_logger - INFO - ʼƽֱָͼ -2024-11-19 14:43:14,666 - my_logger - INFO - ָܺΪ5.690292182824263 -2024-11-19 14:43:14,667 - my_logger - INFO - ʼֱָͼ -2024-11-19 14:43:16,462 - my_logger - INFO - ָܺΪ12.42671643878691 -2024-11-19 14:43:16,463 - my_logger - INFO - ʼܺ͵ͼ -2024-11-19 14:43:16,823 - my_logger - INFO - ܺ͵ͼ -2024-11-19 14:43:20,237 - my_logger - INFO - end -2024-11-19 14:43:20,238 - my_logger - INFO - ģѵ -2024-11-19 14:43:22,722 - my_logger - INFO - ʼͳɹ -2024-11-19 14:52:46,983 - my_logger - INFO - etaȡ... -2024-11-19 14:52:46,983 - my_logger - INFO - etaȡ... -2024-11-19 14:54:44,989 - my_logger - INFO - ָ SC c1-c2 -2024-11-19 14:54:44,989 - my_logger - INFO - ָ SC c1-c2 -2024-11-19 14:54:44,991 - my_logger - INFO - ָ Brent-TI -2024-11-19 14:54:44,991 - my_logger - INFO - ָ Brent-TI -2024-11-19 14:54:44,992 - my_logger - INFO - ָ Dubai swap c1-c2 -2024-11-19 14:54:44,992 - my_logger - INFO - ָ Dubai swap c1-c2 -2024-11-19 14:54:44,993 - my_logger - INFO - ָ Dubai swap c1-c3 -2024-11-19 14:54:44,993 - my_logger - INFO - ָ Dubai swap c1-c3 -2024-11-19 14:54:44,994 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ/65DMA -2024-11-19 14:54:44,994 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ/65DMA -2024-11-19 14:54:44,995 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ/65DMA -2024-11-19 14:54:44,995 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ/65DMA -2024-11-19 14:54:44,995 - my_logger - INFO - ָ HO12ºԼѽ/65DMA -2024-11-19 14:54:44,995 - my_logger - INFO - ָ HO12ºԼѽ/65DMA -2024-11-19 14:54:44,996 - my_logger - INFO - ָ RBOB12ºԼѽ/65DMA -2024-11-19 14:54:44,996 - my_logger - INFO - ָ RBOB12ºԼѽ/65DMA -2024-11-19 14:54:44,997 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ -2024-11-19 14:54:44,997 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ -2024-11-19 14:54:44,998 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ -2024-11-19 14:54:44,998 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ -2024-11-19 14:54:44,999 - my_logger - INFO - ָ HO12ºԼѽ/5DMA -2024-11-19 14:54:44,999 - my_logger - INFO - ָ HO12ºԼѽ/5DMA -2024-11-19 14:54:45,000 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA -2024-11-19 14:54:45,000 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA -2024-11-19 14:54:45,001 - my_logger - INFO - ָ RBOB&HO12ºԼ532ѽ -2024-11-19 14:54:45,001 - my_logger - INFO - ָ RBOB&HO12ºԼ532ѽ -2024-11-19 14:54:45,002 - 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INFO - ָ WTI2Լ۸ -2024-11-19 14:54:45,074 - my_logger - INFO - ָ WTI2Լ۸ -2024-11-19 14:54:45,075 - my_logger - INFO - ָ ڻ̼ۣWTIԭ -2024-11-19 14:54:45,075 - my_logger - INFO - ָ ڻ̼ۣWTIԭ +2024-11-21 14:37:33,660 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 14:37:34,748 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', y = '72.93' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 14:43:43,689 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 14:43:43,690 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 14:44:29,672 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:44:29,675 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:44:29,677 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:44:29,679 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:44:29,681 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:44:29,683 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:44:29,685 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-15 +2024-11-21 14:44:29,688 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 14:44:29,692 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 14:44:29,695 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-15 +2024-11-21 14:44:29,697 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-15 +2024-11-21 14:44:29,699 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-15 +2024-11-21 14:44:29,701 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 14:44:29,703 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 14:44:29,705 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 14:44:29,707 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 14:44:29,709 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 14:44:29,712 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 14:44:29,714 - my_logger - INFO - Column Ʒ was last updated at 2024-11-15 +2024-11-21 14:44:29,716 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-15 +2024-11-21 14:44:29,718 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 14:44:29,721 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 14:44:29,724 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-15 +2024-11-21 14:44:29,726 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 14:44:29,729 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-15 +2024-11-21 14:44:29,732 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-15 +2024-11-21 14:44:29,734 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-15 +2024-11-21 14:44:29,736 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-15 +2024-11-21 14:44:29,738 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-15 +2024-11-21 14:44:29,740 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 14:44:29,742 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 14:44:29,745 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 14:44:29,748 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 14:44:29,750 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-21 +2024-11-21 14:44:29,752 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-21 +2024-11-21 14:44:29,755 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-21 +2024-11-21 14:44:29,757 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-20 +2024-11-21 14:44:29,760 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-20 +2024-11-21 14:44:29,763 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-20 +2024-11-21 14:44:29,765 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-20 +2024-11-21 14:44:29,767 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-20 +2024-11-21 14:44:29,769 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-20 +2024-11-21 14:44:29,771 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-20 +2024-11-21 14:44:29,773 - my_logger - INFO - Column ͵һ was last updated at 2024-11-20 +2024-11-21 14:44:29,775 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 14:44:29,778 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 14:44:29,780 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-20 +2024-11-21 14:44:29,783 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-20 +2024-11-21 14:44:29,785 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-20 +2024-11-21 14:44:29,787 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-20 +2024-11-21 14:44:29,790 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-20 +2024-11-21 14:44:29,792 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-20 +2024-11-21 14:44:29,795 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-20 +2024-11-21 14:44:29,798 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-20 +2024-11-21 14:44:29,799 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-20 +2024-11-21 14:44:29,801 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 14:44:29,803 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 14:44:29,805 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 14:44:29,808 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 14:44:29,811 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-20 +2024-11-21 14:44:29,813 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-20 +2024-11-21 14:44:29,816 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-20 +2024-11-21 14:44:29,819 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-20 +2024-11-21 14:44:29,821 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-20 +2024-11-21 14:44:29,822 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-20 +2024-11-21 14:44:29,825 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-20 +2024-11-21 14:44:29,828 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-20 +2024-11-21 14:44:29,830 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-20 +2024-11-21 14:44:29,832 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-20 +2024-11-21 14:44:29,835 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-20 +2024-11-21 14:44:29,837 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 14:44:29,839 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-20 +2024-11-21 14:44:29,841 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-20 +2024-11-21 14:44:29,844 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 14:44:29,846 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-20 +2024-11-21 14:44:29,848 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-21 +2024-11-21 14:44:29,851 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-20 +2024-11-21 14:44:29,853 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-20 +2024-11-21 14:44:29,854 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-20 +2024-11-21 14:44:29,857 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-20 +2024-11-21 14:44:29,859 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-20 +2024-11-21 14:44:29,863 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 14:44:29,865 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-20 +2024-11-21 14:44:29,868 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 14:44:29,870 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 14:44:29,872 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 14:44:29,874 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-20 +2024-11-21 14:44:29,876 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-20 +2024-11-21 14:44:29,878 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-21 +2024-11-21 14:44:29,880 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-21 +2024-11-21 14:44:29,882 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 14:44:29,884 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 14:44:29,886 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-19 +2024-11-21 14:44:29,888 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 14:44:29,890 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 14:44:29,892 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 14:44:29,895 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-20 +2024-11-21 14:44:29,898 - my_logger - INFO - Column y was last updated at 2024-11-20 +2024-11-21 14:44:29,900 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 14:44:29,902 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-20 +2024-11-21 14:44:29,904 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-20 +2024-11-21 14:44:29,906 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-21 +2024-11-21 14:44:29,907 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-20 +2024-11-21 14:44:29,910 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-20 +2024-11-21 14:44:29,912 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-20 +2024-11-21 14:44:29,914 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-20 +2024-11-21 14:44:29,917 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-20 +2024-11-21 14:44:29,920 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-20 +2024-11-21 14:44:29,922 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-20 +2024-11-21 14:44:29,924 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-20 +2024-11-21 14:44:29,926 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-20 +2024-11-21 14:44:29,928 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-20 +2024-11-21 14:44:29,931 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-20 +2024-11-21 14:44:29,933 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-20 +2024-11-21 14:44:29,935 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-20 +2024-11-21 14:44:29,937 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-20 +2024-11-21 14:44:29,940 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 14:44:29,942 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 14:44:29,944 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-21 +2024-11-21 14:44:29,947 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 14:44:29,949 - my_logger - INFO - Column Brent* was last updated at 2024-11-20 +2024-11-21 14:44:29,951 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 14:44:29,954 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 14:44:29,956 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 14:44:29,958 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-20 +2024-11-21 14:44:29,959 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 14:44:29,962 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 14:44:29,965 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 14:44:29,967 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-20 +2024-11-21 14:44:29,970 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-20 +2024-11-21 14:44:29,972 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-20 +2024-11-21 14:44:29,974 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 14:44:29,976 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 14:44:29,978 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 14:44:29,981 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 14:44:29,983 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-20 +2024-11-21 14:44:29,985 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 14:44:29,987 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-20 +2024-11-21 14:44:29,989 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-20 +2024-11-21 14:44:29,991 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 14:44:29,994 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 14:44:29,996 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 14:44:29,999 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 14:44:30,001 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 14:44:30,002 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 14:44:30,004 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-20 +2024-11-21 14:44:30,006 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 14:44:30,008 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 14:44:30,010 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 14:44:30,014 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 14:44:30,016 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 14:44:30,018 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-15 +2024-11-21 14:44:30,020 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-15 +2024-11-21 14:44:30,022 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 14:44:30,024 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-15 +2024-11-21 14:44:30,027 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-15 +2024-11-21 14:44:30,030 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-15 +2024-11-21 14:44:30,032 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 14:44:30,034 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 14:44:30,037 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-15 +2024-11-21 14:44:30,038 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 14:44:30,040 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-15 +2024-11-21 14:44:30,043 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-15 +2024-11-21 14:44:30,045 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 14:44:30,048 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 14:44:30,050 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 14:44:30,052 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-15 +2024-11-21 14:44:30,054 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 14:44:30,056 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 14:44:30,059 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 14:44:30,061 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 14:44:30,064 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 14:44:30,066 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 14:44:30,070 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 14:44:30,072 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 14:44:30,074 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 14:44:30,077 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 14:44:30,079 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 14:44:30,082 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 14:44:30,084 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 14:44:30,086 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-15 +2024-11-21 14:44:30,088 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-15 +2024-11-21 14:44:30,091 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-15 +2024-11-21 14:44:30,092 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-15 +2024-11-21 14:44:30,095 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-15 +2024-11-21 14:44:30,097 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-15 +2024-11-21 14:44:30,099 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-15 +2024-11-21 14:44:30,101 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-15 +2024-11-21 14:44:30,103 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 14:44:30,106 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 14:44:30,108 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 14:44:30,110 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 14:44:30,112 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-15 +2024-11-21 14:44:30,115 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 14:44:30,117 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-15 +2024-11-21 14:44:30,119 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 14:44:30,122 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-20 +2024-11-21 14:44:30,124 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-20 +2024-11-21 14:44:30,126 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-20 +2024-11-21 14:44:30,128 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-20 +2024-11-21 14:44:30,132 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-20 +2024-11-21 14:44:30,134 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 14:44:30,136 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 14:44:30,139 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-20 +2024-11-21 14:44:30,140 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-20 +2024-11-21 14:44:30,142 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-20 +2024-11-21 14:44:30,144 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-20 +2024-11-21 14:44:30,147 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-20 +2024-11-21 14:44:30,149 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-20 +2024-11-21 14:44:30,151 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-20 +2024-11-21 14:44:30,154 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-20 +2024-11-21 14:44:30,156 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-20 +2024-11-21 14:44:30,158 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-20 +2024-11-21 14:44:30,161 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-20 +2024-11-21 14:44:30,163 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-20 +2024-11-21 14:44:30,166 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-20 +2024-11-21 14:44:30,168 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-20 +2024-11-21 14:44:30,170 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-20 +2024-11-21 14:44:30,172 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-20 +2024-11-21 14:44:30,174 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-20 +2024-11-21 14:44:30,176 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-20 +2024-11-21 14:44:30,179 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-20 +2024-11-21 14:44:30,182 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-20 +2024-11-21 14:44:30,184 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-20 +2024-11-21 14:44:30,186 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-20 +2024-11-21 14:44:30,188 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-19 +2024-11-21 14:44:30,191 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-20 +2024-11-21 14:44:30,193 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-20 +2024-11-21 14:44:30,195 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-20 +2024-11-21 14:44:30,198 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 14:44:30,200 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-20 +2024-11-21 14:44:30,203 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-19 +2024-11-21 14:44:30,205 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-20 +2024-11-21 14:44:30,207 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:44:30,209 - my_logger - INFO - Column DFL was last updated at 2024-11-20 +2024-11-21 14:44:30,211 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-20 +2024-11-21 14:44:30,214 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-21 +2024-11-21 14:44:30,217 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-20 +2024-11-21 14:44:30,219 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-20 +2024-11-21 14:44:30,220 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-20 +2024-11-21 14:44:30,223 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-20 +2024-11-21 14:44:30,225 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-20 +2024-11-21 14:44:30,227 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-21 +2024-11-21 14:44:30,231 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-20 +2024-11-21 14:44:30,233 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-20 +2024-11-21 14:44:30,236 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-20 +2024-11-21 14:44:30,237 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-20 +2024-11-21 14:44:30,240 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-21 +2024-11-21 14:44:30,243 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-19 +2024-11-21 14:44:30,246 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 14:44:30,248 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-21 +2024-11-21 14:44:30,250 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-19 +2024-11-21 14:44:30,253 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-19 +2024-11-21 14:44:30,255 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-20 +2024-11-21 14:44:30,258 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-21 +2024-11-21 14:44:30,262 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 14:44:30,265 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-20 +2024-11-21 14:44:30,267 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-21 +2024-11-21 14:44:30,270 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 14:44:30,272 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-19 +2024-11-21 14:44:30,275 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-19 +2024-11-21 14:44:30,278 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-19 +2024-11-21 14:44:30,281 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-19 +2024-11-21 14:44:30,283 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-20 +2024-11-21 14:44:30,285 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 14:44:30,287 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 14:44:30,289 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 14:44:30,292 - my_logger - INFO - Column SCȼ was last updated at 2024-11-19 +2024-11-21 14:44:30,295 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:44:30,297 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:44:30,299 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:44:30,301 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-19 +2024-11-21 14:44:30,303 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-20 +2024-11-21 14:44:30,305 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:44:30,308 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 14:44:30,310 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-20 +2024-11-21 14:44:30,312 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:44:30,315 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-20 +2024-11-21 14:44:30,317 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-20 +2024-11-21 14:44:30,319 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-20 +2024-11-21 14:44:30,322 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 14:44:30,325 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-21 +2024-11-21 14:44:30,327 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-20 +2024-11-21 14:44:30,330 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-20 +2024-11-21 14:44:30,333 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-20 +2024-11-21 14:44:30,335 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-20 +2024-11-21 14:44:30,339 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-20 +2024-11-21 14:44:30,341 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-20 +2024-11-21 14:44:30,343 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 14:44:30,345 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 14:44:30,347 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-20 +2024-11-21 14:44:30,350 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-19 +2024-11-21 14:44:30,351 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-20 +2024-11-21 14:44:30,354 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-20 +2024-11-21 14:44:30,356 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-20 +2024-11-21 14:44:30,358 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-20 +2024-11-21 14:44:30,361 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-20 +2024-11-21 14:44:30,363 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-20 +2024-11-21 14:44:30,365 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-20 +2024-11-21 14:44:30,367 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-20 +2024-11-21 14:44:30,370 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-20 +2024-11-21 14:44:30,372 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-20 +2024-11-21 14:44:30,374 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-20 +2024-11-21 14:44:30,376 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-20 +2024-11-21 14:44:30,377 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-20 +2024-11-21 14:44:30,380 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 14:44:30,383 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 14:44:30,385 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 14:44:30,387 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-21 +2024-11-21 14:44:30,390 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-21 +2024-11-21 14:44:30,392 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-21 +2024-11-21 14:44:30,395 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-21 +2024-11-21 14:44:30,397 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 14:44:30,400 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 14:44:30,402 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 14:44:30,404 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 14:44:30,406 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 14:44:30,408 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 14:44:30,411 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-20 +2024-11-21 14:44:30,413 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-20 +2024-11-21 14:44:30,415 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-19 +2024-11-21 14:44:30,418 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-20 +2024-11-21 14:44:30,420 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-20 +2024-11-21 14:44:30,422 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 14:44:30,424 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 14:44:30,427 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-20 +2024-11-21 14:44:30,430 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 14:44:30,432 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 14:44:30,434 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-20 +2024-11-21 14:44:30,437 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-20 +2024-11-21 14:44:30,438 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-20 +2024-11-21 14:44:30,441 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-20 +2024-11-21 14:44:30,443 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:44:30,445 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:44:30,448 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:44:30,449 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:44:30,451 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-15 +2024-11-21 14:44:30,453 - my_logger - INFO - Column ͬ was last updated at 2024-11-15 +2024-11-21 14:44:30,455 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-15 +2024-11-21 14:44:30,457 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 14:44:30,459 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 14:44:30,463 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 14:44:30,465 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 14:44:30,467 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 14:44:30,469 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-15 +2024-11-21 14:44:30,472 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 14:44:30,474 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 14:44:30,476 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-15 +2024-11-21 14:44:30,479 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 14:44:30,480 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 14:44:30,483 - my_logger - INFO - Column ò was last updated at 2024-11-15 +2024-11-21 14:44:30,484 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-15 +2024-11-21 14:44:30,486 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 14:44:30,488 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 14:44:30,490 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 14:44:30,493 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 14:44:30,495 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 14:44:30,498 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 14:44:30,500 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 14:44:30,501 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 14:44:30,503 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 14:44:30,505 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 14:44:30,507 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 14:44:30,509 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 14:44:30,511 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 14:44:30,514 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 14:44:30,516 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 14:44:30,518 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 14:44:30,520 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 14:44:30,522 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 14:44:30,524 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 14:44:30,527 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 14:44:30,530 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 14:44:30,532 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 14:44:30,534 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 14:44:30,537 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 14:44:30,539 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 14:44:30,541 - my_logger - INFO - Column ԭ was last updated at 2024-11-15 +2024-11-21 14:44:30,543 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 14:44:30,545 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-15 +2024-11-21 14:44:30,548 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 14:44:30,549 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 14:44:30,552 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-15 +2024-11-21 14:44:30,554 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 14:44:30,556 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 14:44:30,558 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-15 +2024-11-21 14:44:30,562 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 14:44:30,565 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 14:44:30,567 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 14:44:30,569 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-15 +2024-11-21 14:44:30,571 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 14:44:30,573 - my_logger - INFO - Column DOE-; was last updated at 2024-11-15 +2024-11-21 14:44:30,575 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-15 +2024-11-21 14:44:30,577 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-15 +2024-11-21 14:44:30,579 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-15 +2024-11-21 14:44:30,581 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-15 +2024-11-21 14:44:30,586 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-15 +2024-11-21 14:44:30,592 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-19 +2024-11-21 14:44:30,607 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-19 +2024-11-21 14:44:30,610 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-15 +2024-11-21 14:44:30,614 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-15 +2024-11-21 14:44:30,618 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-15 +2024-11-21 14:44:30,622 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-15 +2024-11-21 14:44:30,623 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 14:44:30,625 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 14:44:30,628 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 14:44:30,630 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,632 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:44:30,635 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:44:30,637 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,639 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,642 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,646 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,650 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,653 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,655 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,657 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:44:30,660 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,663 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:44:30,666 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,667 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:44:30,670 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,672 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 14:44:30,674 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,676 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,680 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,682 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,684 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,686 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 14:44:30,688 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,690 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,692 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,695 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,697 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,698 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,701 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,703 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,705 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,707 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,709 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,712 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,715 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,717 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,718 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,721 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,723 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,726 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,729 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,731 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,734 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,736 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,738 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:44:30,740 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,744 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 14:44:30,746 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,749 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,751 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,753 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,754 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,756 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 14:44:30,759 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,762 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,764 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,766 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,768 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,770 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 14:44:30,772 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,775 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,778 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,780 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,783 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,786 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,789 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,792 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,796 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,798 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,800 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,802 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,805 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,807 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,810 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,812 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,814 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,816 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,818 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,821 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,824 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:44:30,826 - my_logger - INFO - Column ˮλ was last updated at 2024-11-20 +2024-11-21 14:44:30,828 - my_logger - INFO - Column ovx index was last updated at 2024-11-20 +2024-11-21 14:44:30,831 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-20 +2024-11-21 14:44:30,833 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-20 +2024-11-21 14:44:30,835 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-20 +2024-11-21 14:44:30,837 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-20 +2024-11-21 14:44:30,839 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-15 +2024-11-21 14:44:30,841 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 14:44:30,844 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 14:44:30,846 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 14:44:30,848 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-19 +2024-11-21 14:44:30,851 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-20 +2024-11-21 14:44:30,853 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-20 +2024-11-21 14:44:30,858 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 14:44:30,861 - my_logger - INFO - ɾԤǰ(2517, 504) +2024-11-21 14:44:30,866 - my_logger - INFO - ɾԤ(2517, 429) +2024-11-21 14:44:30,867 - my_logger - INFO - ɾ²ǰ(2517, 429) +2024-11-21 14:44:31,382 - my_logger - INFO - ɾ²(2517, 425) +2024-11-21 14:44:31,386 - my_logger - INFO - ɾԤΪֵк(1781, 425) +2024-11-21 14:44:31,391 - my_logger - INFO - ɾȫΪֵк(1781, 354) +2024-11-21 14:44:34,888 - my_logger - INFO - ն(222) ܶ(130) ¶(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +217 C2403128043 +218 C2403150124 +219 FVHCM1 INDEX +220 GC1 COMB Comdty +221 C2404167855 + +[222 rows x 3 columns] +2024-11-21 14:44:34,902 - my_logger - INFO - Ϣܹ351,ն(222),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 14:44:34,903 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 14:44:35,980 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', y = '72.93' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 14:49:57,264 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 14:49:57,266 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 14:52:04,022 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:52:04,028 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:52:04,033 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:52:04,039 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:52:04,043 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:52:04,048 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:52:04,054 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-15 +2024-11-21 14:52:04,060 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 14:52:04,066 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 14:52:04,071 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-15 +2024-11-21 14:52:04,075 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-15 +2024-11-21 14:52:04,082 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-15 +2024-11-21 14:52:04,087 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 14:52:04,092 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 14:52:04,098 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 14:52:04,102 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 14:52:04,107 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 14:52:04,134 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 14:52:04,147 - my_logger - INFO - Column Ʒ was last updated at 2024-11-15 +2024-11-21 14:52:04,154 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-15 +2024-11-21 14:52:04,161 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 14:52:04,165 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 14:52:04,169 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-15 +2024-11-21 14:52:04,173 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 14:52:04,177 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-15 +2024-11-21 14:52:04,182 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-15 +2024-11-21 14:52:04,187 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-15 +2024-11-21 14:52:04,193 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-15 +2024-11-21 14:52:04,202 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-15 +2024-11-21 14:52:04,207 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 14:52:04,212 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 14:52:04,217 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 14:52:04,221 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 14:52:04,224 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-21 +2024-11-21 14:52:04,228 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-21 +2024-11-21 14:52:04,234 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-21 +2024-11-21 14:52:04,238 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-20 +2024-11-21 14:52:04,242 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-20 +2024-11-21 14:52:04,247 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-20 +2024-11-21 14:52:04,252 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-20 +2024-11-21 14:52:04,257 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-20 +2024-11-21 14:52:04,263 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-20 +2024-11-21 14:52:04,268 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-20 +2024-11-21 14:52:04,272 - my_logger - INFO - Column ͵һ was last updated at 2024-11-20 +2024-11-21 14:52:04,276 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 14:52:04,281 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 14:52:04,285 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-20 +2024-11-21 14:52:04,290 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-20 +2024-11-21 14:52:04,294 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-20 +2024-11-21 14:52:04,298 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-20 +2024-11-21 14:52:04,302 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-20 +2024-11-21 14:52:04,306 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-20 +2024-11-21 14:52:04,310 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-20 +2024-11-21 14:52:04,314 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-20 +2024-11-21 14:52:04,319 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-20 +2024-11-21 14:52:04,322 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 14:52:04,327 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 14:52:04,331 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 14:52:04,337 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 14:52:04,342 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-20 +2024-11-21 14:52:04,346 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-20 +2024-11-21 14:52:04,353 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-20 +2024-11-21 14:52:04,358 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-20 +2024-11-21 14:52:04,363 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-20 +2024-11-21 14:52:04,368 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-20 +2024-11-21 14:52:04,372 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-20 +2024-11-21 14:52:04,375 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-20 +2024-11-21 14:52:04,379 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-20 +2024-11-21 14:52:04,383 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-20 +2024-11-21 14:52:04,387 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-20 +2024-11-21 14:52:04,392 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 14:52:04,396 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-20 +2024-11-21 14:52:04,400 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-20 +2024-11-21 14:52:04,404 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 14:52:04,409 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-20 +2024-11-21 14:52:04,415 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-21 +2024-11-21 14:52:04,420 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-20 +2024-11-21 14:52:04,424 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-20 +2024-11-21 14:52:04,429 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-20 +2024-11-21 14:52:04,435 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-20 +2024-11-21 14:52:04,439 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-20 +2024-11-21 14:52:04,443 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 14:52:04,447 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-20 +2024-11-21 14:52:04,451 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 14:52:04,455 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 14:52:04,459 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 14:52:04,463 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-20 +2024-11-21 14:52:04,468 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-20 +2024-11-21 14:52:04,472 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-21 +2024-11-21 14:52:04,476 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-21 +2024-11-21 14:52:04,481 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 14:52:04,486 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 14:52:04,489 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-19 +2024-11-21 14:52:04,493 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 14:52:04,499 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 14:52:04,503 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 14:52:04,506 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-20 +2024-11-21 14:52:04,510 - my_logger - INFO - Column y was last updated at 2024-11-20 +2024-11-21 14:52:04,516 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 14:52:04,522 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-20 +2024-11-21 14:52:04,526 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-20 +2024-11-21 14:52:04,534 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-21 +2024-11-21 14:52:04,539 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-20 +2024-11-21 14:52:04,543 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-20 +2024-11-21 14:52:04,547 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-20 +2024-11-21 14:52:04,551 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-20 +2024-11-21 14:52:04,555 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-20 +2024-11-21 14:52:04,560 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-20 +2024-11-21 14:52:04,564 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-20 +2024-11-21 14:52:04,569 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-20 +2024-11-21 14:52:04,572 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-20 +2024-11-21 14:52:04,576 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-20 +2024-11-21 14:52:04,581 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-20 +2024-11-21 14:52:04,586 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-20 +2024-11-21 14:52:04,591 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-20 +2024-11-21 14:52:04,596 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-20 +2024-11-21 14:52:04,601 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 14:52:04,605 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 14:52:04,609 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-21 +2024-11-21 14:52:04,613 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 14:52:04,617 - my_logger - INFO - Column Brent* was last updated at 2024-11-20 +2024-11-21 14:52:04,621 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 14:52:04,625 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 14:52:04,629 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 14:52:04,634 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-20 +2024-11-21 14:52:04,638 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 14:52:04,642 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 14:52:04,646 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 14:52:04,650 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-20 +2024-11-21 14:52:04,654 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-20 +2024-11-21 14:52:04,658 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-20 +2024-11-21 14:52:04,662 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 14:52:04,667 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 14:52:04,671 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 14:52:04,675 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 14:52:04,679 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-20 +2024-11-21 14:52:04,684 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 14:52:04,687 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-20 +2024-11-21 14:52:04,691 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-20 +2024-11-21 14:52:04,695 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 14:52:04,700 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 14:52:04,704 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 14:52:04,708 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 14:52:04,711 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 14:52:04,716 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 14:52:04,721 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-20 +2024-11-21 14:52:04,725 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 14:52:04,730 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 14:52:04,734 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 14:52:04,752 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 14:52:04,760 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 14:52:04,769 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-15 +2024-11-21 14:52:04,777 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-15 +2024-11-21 14:52:04,781 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 14:52:04,785 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-15 +2024-11-21 14:52:04,790 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-15 +2024-11-21 14:52:04,795 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-15 +2024-11-21 14:52:04,801 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 14:52:04,805 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 14:52:04,809 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-15 +2024-11-21 14:52:04,814 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 14:52:04,818 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-15 +2024-11-21 14:52:04,823 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-15 +2024-11-21 14:52:04,827 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 14:52:04,834 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 14:52:04,838 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 14:52:04,842 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-15 +2024-11-21 14:52:04,846 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 14:52:04,853 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 14:52:04,857 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 14:52:04,861 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 14:52:04,865 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 14:52:04,870 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 14:52:04,874 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 14:52:04,878 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 14:52:04,883 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 14:52:04,887 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 14:52:04,892 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 14:52:04,895 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 14:52:04,901 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 14:52:04,905 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-15 +2024-11-21 14:52:04,908 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-15 +2024-11-21 14:52:04,912 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-15 +2024-11-21 14:52:04,917 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-15 +2024-11-21 14:52:04,920 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-15 +2024-11-21 14:52:04,924 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-15 +2024-11-21 14:52:04,928 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-15 +2024-11-21 14:52:04,933 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-15 +2024-11-21 14:52:04,937 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 14:52:04,940 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 14:52:04,944 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 14:52:04,949 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 14:52:04,952 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-15 +2024-11-21 14:52:04,956 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 14:52:04,960 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-15 +2024-11-21 14:52:04,965 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 14:52:04,968 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-20 +2024-11-21 14:52:04,973 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-20 +2024-11-21 14:52:04,977 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-20 +2024-11-21 14:52:04,981 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-20 +2024-11-21 14:52:04,985 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-20 +2024-11-21 14:52:04,989 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 14:52:04,993 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 14:52:04,997 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-20 +2024-11-21 14:52:05,002 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-20 +2024-11-21 14:52:05,005 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-20 +2024-11-21 14:52:05,009 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-20 +2024-11-21 14:52:05,014 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-20 +2024-11-21 14:52:05,018 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-20 +2024-11-21 14:52:05,022 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-20 +2024-11-21 14:52:05,026 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-20 +2024-11-21 14:52:05,032 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-20 +2024-11-21 14:52:05,036 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-20 +2024-11-21 14:52:05,040 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-20 +2024-11-21 14:52:05,044 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-20 +2024-11-21 14:52:05,049 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-20 +2024-11-21 14:52:05,053 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-20 +2024-11-21 14:52:05,057 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-20 +2024-11-21 14:52:05,060 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-20 +2024-11-21 14:52:05,066 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-20 +2024-11-21 14:52:05,070 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-20 +2024-11-21 14:52:05,073 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-20 +2024-11-21 14:52:05,077 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-20 +2024-11-21 14:52:05,081 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-20 +2024-11-21 14:52:05,085 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-20 +2024-11-21 14:52:05,089 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-19 +2024-11-21 14:52:05,093 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-20 +2024-11-21 14:52:05,098 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-20 +2024-11-21 14:52:05,102 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-20 +2024-11-21 14:52:05,105 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 14:52:05,109 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-20 +2024-11-21 14:52:05,115 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-19 +2024-11-21 14:52:05,120 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-20 +2024-11-21 14:52:05,124 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:52:05,130 - my_logger - INFO - Column DFL was last updated at 2024-11-20 +2024-11-21 14:52:05,135 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-20 +2024-11-21 14:52:05,139 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-21 +2024-11-21 14:52:05,142 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-20 +2024-11-21 14:52:05,148 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-20 +2024-11-21 14:52:05,152 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-20 +2024-11-21 14:52:05,157 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-20 +2024-11-21 14:52:05,164 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-20 +2024-11-21 14:52:05,168 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-21 +2024-11-21 14:52:05,172 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-20 +2024-11-21 14:52:05,177 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-20 +2024-11-21 14:52:05,182 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-20 +2024-11-21 14:52:05,186 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-20 +2024-11-21 14:52:05,191 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-21 +2024-11-21 14:52:05,196 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-19 +2024-11-21 14:52:05,202 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 14:52:05,206 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-21 +2024-11-21 14:52:05,210 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-19 +2024-11-21 14:52:05,216 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-19 +2024-11-21 14:52:05,220 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-20 +2024-11-21 14:52:05,226 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-21 +2024-11-21 14:52:05,231 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 14:52:05,235 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-20 +2024-11-21 14:52:05,239 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-21 +2024-11-21 14:52:05,243 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 14:52:05,247 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-19 +2024-11-21 14:52:05,251 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-19 +2024-11-21 14:52:05,256 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-19 +2024-11-21 14:52:05,260 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-19 +2024-11-21 14:52:05,266 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-20 +2024-11-21 14:52:05,271 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 14:52:05,274 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 14:52:05,279 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 14:52:05,286 - my_logger - INFO - Column SCȼ was last updated at 2024-11-19 +2024-11-21 14:52:05,290 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:52:05,294 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:52:05,299 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:52:05,303 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-19 +2024-11-21 14:52:05,308 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-20 +2024-11-21 14:52:05,313 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:52:05,317 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 14:52:05,321 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-20 +2024-11-21 14:52:05,325 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:52:05,329 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-20 +2024-11-21 14:52:05,334 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-20 +2024-11-21 14:52:05,337 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-20 +2024-11-21 14:52:05,341 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 14:52:05,344 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-21 +2024-11-21 14:52:05,349 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-20 +2024-11-21 14:52:05,353 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-20 +2024-11-21 14:52:05,358 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-20 +2024-11-21 14:52:05,363 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-20 +2024-11-21 14:52:05,371 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-20 +2024-11-21 14:52:05,375 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-20 +2024-11-21 14:52:05,380 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 14:52:05,385 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 14:52:05,390 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-20 +2024-11-21 14:52:05,395 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-19 +2024-11-21 14:52:05,401 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-20 +2024-11-21 14:52:05,405 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-20 +2024-11-21 14:52:05,409 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-20 +2024-11-21 14:52:05,414 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-20 +2024-11-21 14:52:05,418 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-20 +2024-11-21 14:52:05,421 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-20 +2024-11-21 14:52:05,425 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-20 +2024-11-21 14:52:05,429 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-20 +2024-11-21 14:52:05,433 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-20 +2024-11-21 14:52:05,438 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-20 +2024-11-21 14:52:05,441 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-20 +2024-11-21 14:52:05,444 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-20 +2024-11-21 14:52:05,449 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-20 +2024-11-21 14:52:05,453 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 14:52:05,457 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 14:52:05,461 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 14:52:05,466 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-21 +2024-11-21 14:52:05,469 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-21 +2024-11-21 14:52:05,473 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-21 +2024-11-21 14:52:05,476 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-21 +2024-11-21 14:52:05,480 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 14:52:05,485 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 14:52:05,489 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 14:52:05,493 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 14:52:05,498 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 14:52:05,502 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 14:52:05,506 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-20 +2024-11-21 14:52:05,509 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-20 +2024-11-21 14:52:05,513 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-19 +2024-11-21 14:52:05,517 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-20 +2024-11-21 14:52:05,522 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-20 +2024-11-21 14:52:05,526 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 14:52:05,531 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 14:52:05,535 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-20 +2024-11-21 14:52:05,539 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 14:52:05,543 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 14:52:05,546 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-20 +2024-11-21 14:52:05,550 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-20 +2024-11-21 14:52:05,554 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-20 +2024-11-21 14:52:05,558 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-20 +2024-11-21 14:52:05,563 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:52:05,567 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:52:05,571 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:52:05,574 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:52:05,578 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-15 +2024-11-21 14:52:05,582 - my_logger - INFO - Column ͬ was last updated at 2024-11-15 +2024-11-21 14:52:05,586 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-15 +2024-11-21 14:52:05,590 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 14:52:05,593 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 14:52:05,598 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 14:52:05,602 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 14:52:05,605 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 14:52:05,610 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-15 +2024-11-21 14:52:05,614 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 14:52:05,618 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 14:52:05,622 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-15 +2024-11-21 14:52:05,626 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 14:52:05,631 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 14:52:05,635 - my_logger - INFO - Column ò was last updated at 2024-11-15 +2024-11-21 14:52:05,638 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-15 +2024-11-21 14:52:05,642 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 14:52:05,646 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 14:52:05,650 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 14:52:05,654 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 14:52:05,658 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 14:52:05,662 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 14:52:05,666 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 14:52:05,670 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 14:52:05,674 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 14:52:05,679 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 14:52:05,683 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 14:52:05,689 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 14:52:05,693 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 14:52:05,698 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 14:52:05,703 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 14:52:05,706 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 14:52:05,710 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 14:52:05,714 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 14:52:05,717 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 14:52:05,721 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 14:52:05,725 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 14:52:05,729 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 14:52:05,734 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 14:52:05,738 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 14:52:05,741 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 14:52:05,745 - my_logger - INFO - Column ԭ was last updated at 2024-11-15 +2024-11-21 14:52:05,750 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 14:52:05,754 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-15 +2024-11-21 14:52:05,758 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 14:52:05,762 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 14:52:05,766 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-15 +2024-11-21 14:52:05,770 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 14:52:05,773 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 14:52:05,777 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-15 +2024-11-21 14:52:05,782 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 14:52:05,786 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 14:52:05,790 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 14:52:05,793 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-15 +2024-11-21 14:52:05,799 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 14:52:05,803 - my_logger - INFO - Column DOE-; was last updated at 2024-11-15 +2024-11-21 14:52:05,806 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-15 +2024-11-21 14:52:05,810 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-15 +2024-11-21 14:52:05,814 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-15 +2024-11-21 14:52:05,818 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-15 +2024-11-21 14:52:05,822 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-15 +2024-11-21 14:52:05,826 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-19 +2024-11-21 14:52:05,831 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-19 +2024-11-21 14:52:05,835 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-15 +2024-11-21 14:52:05,839 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-15 +2024-11-21 14:52:05,843 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-15 +2024-11-21 14:52:05,847 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-15 +2024-11-21 14:52:05,852 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 14:52:05,855 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 14:52:05,859 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 14:52:05,864 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,868 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:52:05,872 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:52:05,876 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,880 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,883 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,890 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,894 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,898 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,902 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,906 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:52:05,909 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,913 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:52:05,918 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,921 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:52:05,925 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,929 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 14:52:05,934 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,937 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,941 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,945 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,949 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,952 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 14:52:05,956 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,960 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,965 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,969 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,972 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,976 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,980 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,987 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:05,994 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:06,006 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:06,015 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:06,020 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:06,026 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:06,032 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:06,038 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:06,043 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:06,047 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:06,051 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:06,055 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:06,058 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:06,064 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:06,068 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:06,073 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:52:06,077 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,082 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 14:52:06,086 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,090 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,094 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,098 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,103 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,107 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 14:52:06,110 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,114 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,119 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,124 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,127 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,134 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 14:52:06,137 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,141 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,144 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,149 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,153 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,157 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,161 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,166 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,170 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,174 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,177 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,182 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,186 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,189 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,193 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,198 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,202 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,206 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,210 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,215 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,219 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:52:06,223 - my_logger - INFO - Column ˮλ was last updated at 2024-11-20 +2024-11-21 14:52:06,226 - my_logger - INFO - Column ovx index was last updated at 2024-11-20 +2024-11-21 14:52:06,232 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-20 +2024-11-21 14:52:06,236 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-20 +2024-11-21 14:52:06,239 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-20 +2024-11-21 14:52:06,242 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-20 +2024-11-21 14:52:06,247 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-15 +2024-11-21 14:52:06,251 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 14:52:06,255 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 14:52:06,259 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 14:52:06,265 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-19 +2024-11-21 14:52:06,270 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-20 +2024-11-21 14:52:06,276 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-20 +2024-11-21 14:52:06,288 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 14:52:06,290 - my_logger - INFO - ɾԤǰ(2517, 504) +2024-11-21 14:52:06,296 - my_logger - INFO - ɾԤ(2517, 429) +2024-11-21 14:52:06,297 - my_logger - INFO - ɾ²ǰ(2517, 429) +2024-11-21 14:52:07,391 - my_logger - INFO - ɾ²(2517, 425) +2024-11-21 14:52:07,397 - my_logger - INFO - ɾԤΪֵк(1781, 425) +2024-11-21 14:52:07,402 - my_logger - INFO - ɾȫΪֵк(1781, 354) +2024-11-21 14:52:16,332 - my_logger - INFO - ն(222) ܶ(130) ¶(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +217 C2403128043 +218 C2403150124 +219 FVHCM1 INDEX +220 GC1 COMB Comdty +221 C2404167855 + +[222 rows x 3 columns] +2024-11-21 14:52:16,364 - my_logger - INFO - Ϣܹ351,ն(222),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 14:52:16,366 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 14:52:17,776 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', y = '72.93' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 16:16:52,075 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 16:16:52,076 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 16:17:38,089 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:17:38,092 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:17:38,094 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:17:38,097 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:17:38,099 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:17:38,101 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:17:38,103 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-15 +2024-11-21 16:17:38,106 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 16:17:38,109 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 16:17:38,113 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-15 +2024-11-21 16:17:38,116 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-15 +2024-11-21 16:17:38,118 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-15 +2024-11-21 16:17:38,121 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:17:38,123 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:17:38,125 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:17:38,128 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 16:17:38,130 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 16:17:38,132 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 16:17:38,134 - my_logger - INFO - Column Ʒ was last updated at 2024-11-15 +2024-11-21 16:17:38,136 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-15 +2024-11-21 16:17:38,138 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 16:17:38,141 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 16:17:38,143 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-15 +2024-11-21 16:17:38,147 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 16:17:38,149 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-15 +2024-11-21 16:17:38,151 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-15 +2024-11-21 16:17:38,153 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-15 +2024-11-21 16:17:38,156 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-15 +2024-11-21 16:17:38,158 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-15 +2024-11-21 16:17:38,160 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 16:17:38,163 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 16:17:38,165 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 16:17:38,169 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 16:17:38,171 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-21 +2024-11-21 16:17:38,173 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-21 +2024-11-21 16:17:38,176 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-21 +2024-11-21 16:17:38,178 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:17:38,181 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:17:38,183 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:17:38,185 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-20 +2024-11-21 16:17:38,186 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-20 +2024-11-21 16:17:38,190 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-20 +2024-11-21 16:17:38,192 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-20 +2024-11-21 16:17:38,194 - my_logger - INFO - Column ͵һ was last updated at 2024-11-20 +2024-11-21 16:17:38,197 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 16:17:38,200 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 16:17:38,202 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-20 +2024-11-21 16:17:38,204 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-20 +2024-11-21 16:17:38,207 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-20 +2024-11-21 16:17:38,210 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-20 +2024-11-21 16:17:38,212 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-20 +2024-11-21 16:17:38,215 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-20 +2024-11-21 16:17:38,218 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-20 +2024-11-21 16:17:38,220 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-20 +2024-11-21 16:17:38,222 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-20 +2024-11-21 16:17:38,224 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 16:17:38,226 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 16:17:38,228 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 16:17:38,230 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 16:17:38,233 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-20 +2024-11-21 16:17:38,235 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-20 +2024-11-21 16:17:38,237 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-20 +2024-11-21 16:17:38,240 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-20 +2024-11-21 16:17:38,242 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-20 +2024-11-21 16:17:38,245 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-20 +2024-11-21 16:17:38,248 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-20 +2024-11-21 16:17:38,250 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-20 +2024-11-21 16:17:38,253 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-20 +2024-11-21 16:17:38,254 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-20 +2024-11-21 16:17:38,256 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-20 +2024-11-21 16:17:38,258 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 16:17:38,261 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-20 +2024-11-21 16:17:38,263 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-20 +2024-11-21 16:17:38,266 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 16:17:38,269 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-20 +2024-11-21 16:17:38,271 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-21 +2024-11-21 16:17:38,273 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-20 +2024-11-21 16:17:38,274 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-20 +2024-11-21 16:17:38,278 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-20 +2024-11-21 16:17:38,281 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-20 +2024-11-21 16:17:38,283 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-20 +2024-11-21 16:17:38,285 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 16:17:38,287 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-20 +2024-11-21 16:17:38,289 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 16:17:38,291 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 16:17:38,293 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 16:17:38,295 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-20 +2024-11-21 16:17:38,298 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-20 +2024-11-21 16:17:38,300 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-21 +2024-11-21 16:17:38,302 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-21 +2024-11-21 16:17:38,305 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 16:17:38,307 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 16:17:38,309 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-19 +2024-11-21 16:17:38,312 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 16:17:38,315 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 16:17:38,317 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 16:17:38,319 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-20 +2024-11-21 16:17:38,321 - my_logger - INFO - Column y was last updated at 2024-11-20 +2024-11-21 16:17:38,324 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 16:17:38,326 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-20 +2024-11-21 16:17:38,328 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-20 +2024-11-21 16:17:38,331 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-21 +2024-11-21 16:17:38,333 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-20 +2024-11-21 16:17:38,335 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-20 +2024-11-21 16:17:38,337 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-20 +2024-11-21 16:17:38,339 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-20 +2024-11-21 16:17:38,341 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-20 +2024-11-21 16:17:38,343 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-20 +2024-11-21 16:17:38,346 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-20 +2024-11-21 16:17:38,348 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-20 +2024-11-21 16:17:38,350 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-20 +2024-11-21 16:17:38,352 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-20 +2024-11-21 16:17:38,355 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-20 +2024-11-21 16:17:38,357 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-20 +2024-11-21 16:17:38,360 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-20 +2024-11-21 16:17:38,362 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-20 +2024-11-21 16:17:38,364 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 16:17:38,367 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 16:17:38,369 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-21 +2024-11-21 16:17:38,371 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 16:17:38,373 - my_logger - INFO - Column Brent* was last updated at 2024-11-20 +2024-11-21 16:17:38,375 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 16:17:38,378 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 16:17:38,380 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 16:17:38,383 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-20 +2024-11-21 16:17:38,385 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:17:38,387 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:17:38,389 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:17:38,392 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-20 +2024-11-21 16:17:38,394 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-20 +2024-11-21 16:17:38,395 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-20 +2024-11-21 16:17:38,398 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 16:17:38,400 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 16:17:38,402 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 16:17:38,404 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 16:17:38,406 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-20 +2024-11-21 16:17:38,409 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 16:17:38,411 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-20 +2024-11-21 16:17:38,414 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-20 +2024-11-21 16:17:38,416 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:17:38,419 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:17:38,421 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:17:38,424 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:17:38,425 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 16:17:38,428 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 16:17:38,430 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-20 +2024-11-21 16:17:38,432 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 16:17:38,435 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 16:17:38,437 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:17:38,439 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:17:38,441 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:17:38,444 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:17:38,446 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-15 +2024-11-21 16:17:38,449 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 16:17:38,451 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-15 +2024-11-21 16:17:38,453 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-15 +2024-11-21 16:17:38,456 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-15 +2024-11-21 16:17:38,458 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:17:38,460 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:17:38,462 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-15 +2024-11-21 16:17:38,464 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:17:38,466 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-15 +2024-11-21 16:17:38,469 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:17:38,471 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 16:17:38,474 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 16:17:38,476 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 16:17:38,480 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-15 +2024-11-21 16:17:38,483 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:17:38,485 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 16:17:38,488 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 16:17:38,490 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 16:17:38,492 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 16:17:38,494 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 16:17:38,496 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 16:17:38,499 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 16:17:38,502 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 16:17:38,504 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 16:17:38,506 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 16:17:38,508 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 16:17:38,510 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:17:38,513 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-15 +2024-11-21 16:17:38,515 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-15 +2024-11-21 16:17:38,518 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-15 +2024-11-21 16:17:38,520 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-15 +2024-11-21 16:17:38,522 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-15 +2024-11-21 16:17:38,524 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-15 +2024-11-21 16:17:38,526 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-15 +2024-11-21 16:17:38,529 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-15 +2024-11-21 16:17:38,531 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 16:17:38,534 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 16:17:38,535 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:17:38,537 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:17:38,540 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-15 +2024-11-21 16:17:38,542 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 16:17:38,545 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-15 +2024-11-21 16:17:38,548 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 16:17:38,550 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-20 +2024-11-21 16:17:38,552 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-20 +2024-11-21 16:17:38,554 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-20 +2024-11-21 16:17:38,557 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-20 +2024-11-21 16:17:38,559 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-20 +2024-11-21 16:17:38,562 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 16:17:38,565 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 16:17:38,567 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-20 +2024-11-21 16:17:38,569 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-20 +2024-11-21 16:17:38,571 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-20 +2024-11-21 16:17:38,574 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-20 +2024-11-21 16:17:38,576 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-20 +2024-11-21 16:17:38,579 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-20 +2024-11-21 16:17:38,583 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-20 +2024-11-21 16:17:38,585 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-20 +2024-11-21 16:17:38,587 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-20 +2024-11-21 16:17:38,590 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-20 +2024-11-21 16:17:38,592 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-20 +2024-11-21 16:17:38,595 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-20 +2024-11-21 16:17:38,597 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-20 +2024-11-21 16:17:38,600 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-20 +2024-11-21 16:17:38,602 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-20 +2024-11-21 16:17:38,605 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-20 +2024-11-21 16:17:38,607 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-20 +2024-11-21 16:17:38,609 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-20 +2024-11-21 16:17:38,612 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-20 +2024-11-21 16:17:38,615 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-20 +2024-11-21 16:17:38,617 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-20 +2024-11-21 16:17:38,619 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-20 +2024-11-21 16:17:38,621 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-19 +2024-11-21 16:17:38,623 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-20 +2024-11-21 16:17:38,626 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-20 +2024-11-21 16:17:38,628 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-20 +2024-11-21 16:17:38,631 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 16:17:38,633 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-20 +2024-11-21 16:17:38,636 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-19 +2024-11-21 16:17:38,638 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-20 +2024-11-21 16:17:38,641 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:17:38,643 - my_logger - INFO - Column DFL was last updated at 2024-11-20 +2024-11-21 16:17:38,646 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-20 +2024-11-21 16:17:38,648 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-21 +2024-11-21 16:17:38,651 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-20 +2024-11-21 16:17:38,653 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-20 +2024-11-21 16:17:38,655 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-20 +2024-11-21 16:17:38,658 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-20 +2024-11-21 16:17:38,660 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-20 +2024-11-21 16:17:38,662 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-21 +2024-11-21 16:17:38,664 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-20 +2024-11-21 16:17:38,668 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-20 +2024-11-21 16:17:38,670 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-20 +2024-11-21 16:17:38,672 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-20 +2024-11-21 16:17:38,675 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-21 +2024-11-21 16:17:38,677 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-19 +2024-11-21 16:17:38,680 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:17:38,683 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:17:38,685 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-19 +2024-11-21 16:17:38,688 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-19 +2024-11-21 16:17:38,691 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-20 +2024-11-21 16:17:38,693 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-21 +2024-11-21 16:17:38,695 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:17:38,698 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-20 +2024-11-21 16:17:38,701 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-21 +2024-11-21 16:17:38,703 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 16:17:38,706 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-19 +2024-11-21 16:17:38,708 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:17:38,711 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-19 +2024-11-21 16:17:38,714 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-19 +2024-11-21 16:17:38,716 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-20 +2024-11-21 16:17:38,718 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:17:38,721 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 16:17:38,723 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:17:38,725 - my_logger - INFO - Column SCȼ was last updated at 2024-11-19 +2024-11-21 16:17:38,727 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:17:38,729 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:17:38,732 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:17:38,735 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-19 +2024-11-21 16:17:38,737 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-20 +2024-11-21 16:17:38,739 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:17:38,741 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 16:17:38,744 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-20 +2024-11-21 16:17:38,748 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:17:38,750 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-20 +2024-11-21 16:17:38,752 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-20 +2024-11-21 16:17:38,754 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-20 +2024-11-21 16:17:38,756 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 16:17:38,758 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-21 +2024-11-21 16:17:38,760 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-20 +2024-11-21 16:17:38,764 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-20 +2024-11-21 16:17:38,766 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-20 +2024-11-21 16:17:38,768 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-20 +2024-11-21 16:17:38,772 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-20 +2024-11-21 16:17:38,774 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-20 +2024-11-21 16:17:38,777 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 16:17:38,779 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 16:17:38,782 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-20 +2024-11-21 16:17:38,784 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-19 +2024-11-21 16:17:38,786 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-20 +2024-11-21 16:17:38,788 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-20 +2024-11-21 16:17:38,790 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-20 +2024-11-21 16:17:38,792 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-20 +2024-11-21 16:17:38,795 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-20 +2024-11-21 16:17:38,797 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-20 +2024-11-21 16:17:38,800 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-20 +2024-11-21 16:17:38,802 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-20 +2024-11-21 16:17:38,804 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-20 +2024-11-21 16:17:38,806 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-20 +2024-11-21 16:17:38,809 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-20 +2024-11-21 16:17:38,811 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-20 +2024-11-21 16:17:38,814 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-20 +2024-11-21 16:17:38,817 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 16:17:38,819 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 16:17:38,821 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 16:17:38,823 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:17:38,825 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:17:38,828 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:17:38,830 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:17:38,833 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:17:38,835 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:17:38,837 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:17:38,839 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:17:38,841 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 16:17:38,844 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 16:17:38,848 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-20 +2024-11-21 16:17:38,850 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-20 +2024-11-21 16:17:38,853 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-19 +2024-11-21 16:17:38,855 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-20 +2024-11-21 16:17:38,856 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-20 +2024-11-21 16:17:38,859 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 16:17:38,861 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 16:17:38,863 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-20 +2024-11-21 16:17:38,866 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 16:17:38,868 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 16:17:38,870 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-20 +2024-11-21 16:17:38,872 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-20 +2024-11-21 16:17:38,875 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-20 +2024-11-21 16:17:38,877 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-20 +2024-11-21 16:17:38,880 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:17:38,883 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:17:38,885 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:17:38,888 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:17:38,890 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-15 +2024-11-21 16:17:38,892 - my_logger - INFO - Column ͬ was last updated at 2024-11-15 +2024-11-21 16:17:38,894 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-15 +2024-11-21 16:17:38,896 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 16:17:38,899 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 16:17:38,900 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 16:17:38,903 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 16:17:38,906 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 16:17:38,908 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-15 +2024-11-21 16:17:38,911 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 16:17:38,924 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 16:17:38,928 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-15 +2024-11-21 16:17:38,932 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 16:17:38,936 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 16:17:38,939 - my_logger - INFO - Column ò was last updated at 2024-11-15 +2024-11-21 16:17:38,942 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-15 +2024-11-21 16:17:38,945 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 16:17:38,950 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 16:17:38,953 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 16:17:38,956 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 16:17:38,958 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 16:17:38,961 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 16:17:38,964 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 16:17:38,966 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 16:17:38,969 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 16:17:38,971 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 16:17:38,974 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 16:17:38,976 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 16:17:38,979 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 16:17:38,981 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 16:17:38,985 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 16:17:38,989 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 16:17:38,991 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 16:17:38,994 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 16:17:38,996 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 16:17:38,999 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 16:17:39,002 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 16:17:39,004 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 16:17:39,006 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 16:17:39,008 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 16:17:39,010 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 16:17:39,014 - my_logger - INFO - Column ԭ was last updated at 2024-11-15 +2024-11-21 16:17:39,016 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 16:17:39,019 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-15 +2024-11-21 16:17:39,021 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 16:17:39,022 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 16:17:39,024 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-15 +2024-11-21 16:17:39,027 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 16:17:39,030 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 16:17:39,032 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-15 +2024-11-21 16:17:39,035 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 16:17:39,037 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 16:17:39,040 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 16:17:39,042 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-15 +2024-11-21 16:17:39,044 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 16:17:39,047 - my_logger - INFO - Column DOE-; was last updated at 2024-11-15 +2024-11-21 16:17:39,049 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-15 +2024-11-21 16:17:39,052 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-15 +2024-11-21 16:17:39,054 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-15 +2024-11-21 16:17:39,055 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-15 +2024-11-21 16:17:39,057 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-15 +2024-11-21 16:17:39,059 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-19 +2024-11-21 16:17:39,062 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-19 +2024-11-21 16:17:39,064 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-15 +2024-11-21 16:17:39,067 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-15 +2024-11-21 16:17:39,069 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-15 +2024-11-21 16:17:39,072 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-15 +2024-11-21 16:17:39,074 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 16:17:39,076 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 16:17:39,079 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 16:17:39,082 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,084 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:17:39,086 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:17:39,088 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,090 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,093 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,095 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,099 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,101 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,103 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,105 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:17:39,108 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,110 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:17:39,114 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,116 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:17:39,119 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,121 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 16:17:39,123 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,125 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,128 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,130 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,133 - my_logger - 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Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,161 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,164 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,167 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,169 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,172 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,174 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,176 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,179 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,182 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,184 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:17:39,186 - my_logger - INFO - 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my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:17:39,217 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:17:39,219 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:17:39,221 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:17:39,223 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 16:17:39,226 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:17:39,228 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:17:39,231 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:17:39,234 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:17:39,235 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:17:39,237 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:17:39,239 - my_logger - INFO - 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my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:17:39,271 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:17:39,273 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:17:39,275 - my_logger - INFO - Column ˮλ was last updated at 2024-11-20 +2024-11-21 16:17:39,280 - my_logger - INFO - Column ovx index was last updated at 2024-11-20 +2024-11-21 16:17:39,283 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-20 +2024-11-21 16:17:39,285 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-20 +2024-11-21 16:17:39,288 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-20 +2024-11-21 16:17:39,290 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-20 +2024-11-21 16:17:39,292 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-15 +2024-11-21 16:17:39,294 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 16:17:39,297 - 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my_logger - INFO - Ϣܹ351,ն(222),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 16:17:43,438 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 16:19:37,660 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 16:19:37,661 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 16:20:23,757 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:20:23,760 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:20:23,762 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:20:23,764 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:20:23,766 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:20:23,768 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:20:23,771 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-15 +2024-11-21 16:20:23,774 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 16:20:23,776 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 16:20:23,778 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-15 +2024-11-21 16:20:23,781 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-15 +2024-11-21 16:20:23,783 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-15 +2024-11-21 16:20:23,786 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:20:23,788 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:20:23,791 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:20:23,793 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 16:20:23,794 - my_logger - 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Column PADD4ԭͶ was last updated at 2024-11-15 +2024-11-21 16:20:23,823 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-15 +2024-11-21 16:20:23,825 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 16:20:23,827 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 16:20:23,829 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 16:20:23,831 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 16:20:23,834 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-21 +2024-11-21 16:20:23,836 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-21 +2024-11-21 16:20:23,839 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-21 +2024-11-21 16:20:23,841 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:20:23,843 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:20:23,845 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:20:23,848 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-20 +2024-11-21 16:20:23,850 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-20 +2024-11-21 16:20:23,852 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-20 +2024-11-21 16:20:23,855 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-20 +2024-11-21 16:20:23,857 - my_logger - INFO - Column ͵һ was last updated at 2024-11-20 +2024-11-21 16:20:23,859 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 16:20:23,861 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 16:20:23,862 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-20 +2024-11-21 16:20:23,865 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-20 +2024-11-21 16:20:23,867 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-20 +2024-11-21 16:20:23,869 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-20 +2024-11-21 16:20:23,872 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-20 +2024-11-21 16:20:23,875 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-20 +2024-11-21 16:20:23,877 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-20 +2024-11-21 16:20:23,880 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-20 +2024-11-21 16:20:23,882 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-20 +2024-11-21 16:20:23,886 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 16:20:23,888 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 16:20:23,890 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 16:20:23,892 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 16:20:23,894 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-20 +2024-11-21 16:20:23,897 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-20 +2024-11-21 16:20:23,900 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-20 +2024-11-21 16:20:23,903 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-20 +2024-11-21 16:20:23,905 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-20 +2024-11-21 16:20:23,907 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-20 +2024-11-21 16:20:23,909 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-20 +2024-11-21 16:20:23,912 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-20 +2024-11-21 16:20:23,916 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-20 +2024-11-21 16:20:23,918 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-20 +2024-11-21 16:20:23,920 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-20 +2024-11-21 16:20:23,922 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 16:20:23,924 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-20 +2024-11-21 16:20:23,927 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-20 +2024-11-21 16:20:23,929 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 16:20:23,931 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-20 +2024-11-21 16:20:23,934 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-21 +2024-11-21 16:20:23,935 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-20 +2024-11-21 16:20:23,937 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-20 +2024-11-21 16:20:23,939 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-20 +2024-11-21 16:20:23,941 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-20 +2024-11-21 16:20:23,943 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-20 +2024-11-21 16:20:23,945 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 16:20:23,948 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-20 +2024-11-21 16:20:23,950 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 16:20:23,952 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 16:20:23,954 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 16:20:23,955 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-20 +2024-11-21 16:20:23,958 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-20 +2024-11-21 16:20:23,960 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-21 +2024-11-21 16:20:23,962 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-21 +2024-11-21 16:20:23,965 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 16:20:23,966 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 16:20:23,969 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-19 +2024-11-21 16:20:23,971 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 16:20:23,972 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 16:20:23,974 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 16:20:23,976 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-20 +2024-11-21 16:20:23,980 - my_logger - INFO - Column y was last updated at 2024-11-20 +2024-11-21 16:20:23,983 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 16:20:23,985 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-20 +2024-11-21 16:20:23,987 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-20 +2024-11-21 16:20:23,989 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-21 +2024-11-21 16:20:23,991 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-20 +2024-11-21 16:20:23,993 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-20 +2024-11-21 16:20:23,995 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-20 +2024-11-21 16:20:23,998 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-20 +2024-11-21 16:20:24,000 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-20 +2024-11-21 16:20:24,002 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-20 +2024-11-21 16:20:24,004 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-20 +2024-11-21 16:20:24,006 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-20 +2024-11-21 16:20:24,008 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-20 +2024-11-21 16:20:24,011 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-20 +2024-11-21 16:20:24,014 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-20 +2024-11-21 16:20:24,016 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-20 +2024-11-21 16:20:24,018 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-20 +2024-11-21 16:20:24,020 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-20 +2024-11-21 16:20:24,022 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 16:20:24,024 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 16:20:24,026 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-21 +2024-11-21 16:20:24,028 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 16:20:24,031 - my_logger - INFO - Column Brent* was last updated at 2024-11-20 +2024-11-21 16:20:24,033 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 16:20:24,036 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 16:20:24,038 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 16:20:24,039 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-20 +2024-11-21 16:20:24,041 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:20:24,044 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:20:24,047 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:20:24,050 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-20 +2024-11-21 16:20:24,052 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-20 +2024-11-21 16:20:24,054 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-20 +2024-11-21 16:20:24,056 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 16:20:24,058 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 16:20:24,060 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 16:20:24,062 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 16:20:24,066 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-20 +2024-11-21 16:20:24,069 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 16:20:24,071 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-20 +2024-11-21 16:20:24,072 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-20 +2024-11-21 16:20:24,075 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:20:24,077 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:20:24,079 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:20:24,082 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:20:24,085 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 16:20:24,087 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 16:20:24,089 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-20 +2024-11-21 16:20:24,091 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 16:20:24,093 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 16:20:24,095 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:20:24,098 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:20:24,100 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:20:24,102 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:20:24,104 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-15 +2024-11-21 16:20:24,106 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 16:20:24,108 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-15 +2024-11-21 16:20:24,110 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-15 +2024-11-21 16:20:24,113 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-15 +2024-11-21 16:20:24,116 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:20:24,118 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:20:24,120 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-15 +2024-11-21 16:20:24,123 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:20:24,124 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-15 +2024-11-21 16:20:24,126 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:20:24,128 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 16:20:24,131 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 16:20:24,133 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 16:20:24,135 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-15 +2024-11-21 16:20:24,137 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:20:24,139 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 16:20:24,142 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 16:20:24,144 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 16:20:24,147 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 16:20:24,149 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 16:20:24,152 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 16:20:24,154 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 16:20:24,156 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 16:20:24,157 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 16:20:24,160 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 16:20:24,162 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 16:20:24,164 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:20:24,166 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-15 +2024-11-21 16:20:24,168 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-15 +2024-11-21 16:20:24,170 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-15 +2024-11-21 16:20:24,172 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-15 +2024-11-21 16:20:24,174 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-15 +2024-11-21 16:20:24,177 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-15 +2024-11-21 16:20:24,179 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-15 +2024-11-21 16:20:24,182 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-15 +2024-11-21 16:20:24,184 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 16:20:24,186 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 16:20:24,188 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:20:24,190 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:20:24,192 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-15 +2024-11-21 16:20:24,194 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 16:20:24,196 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-15 +2024-11-21 16:20:24,199 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 16:20:24,202 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-20 +2024-11-21 16:20:24,203 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-20 +2024-11-21 16:20:24,206 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-20 +2024-11-21 16:20:24,208 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-20 +2024-11-21 16:20:24,210 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-20 +2024-11-21 16:20:24,213 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 16:20:24,216 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 16:20:24,218 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-20 +2024-11-21 16:20:24,220 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-20 +2024-11-21 16:20:24,222 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-20 +2024-11-21 16:20:24,223 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-20 +2024-11-21 16:20:24,225 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-20 +2024-11-21 16:20:24,227 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-20 +2024-11-21 16:20:24,231 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-20 +2024-11-21 16:20:24,234 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-20 +2024-11-21 16:20:24,236 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-20 +2024-11-21 16:20:24,238 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-20 +2024-11-21 16:20:24,240 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-20 +2024-11-21 16:20:24,242 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-20 +2024-11-21 16:20:24,244 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-20 +2024-11-21 16:20:24,246 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-20 +2024-11-21 16:20:24,249 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-20 +2024-11-21 16:20:24,251 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-20 +2024-11-21 16:20:24,253 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-20 +2024-11-21 16:20:24,256 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-20 +2024-11-21 16:20:24,258 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-20 +2024-11-21 16:20:24,260 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-20 +2024-11-21 16:20:24,262 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-20 +2024-11-21 16:20:24,264 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-20 +2024-11-21 16:20:24,266 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-19 +2024-11-21 16:20:24,268 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-20 +2024-11-21 16:20:24,270 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-20 +2024-11-21 16:20:24,272 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-20 +2024-11-21 16:20:24,274 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 16:20:24,276 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-20 +2024-11-21 16:20:24,278 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-19 +2024-11-21 16:20:24,281 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-20 +2024-11-21 16:20:24,283 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:20:24,286 - my_logger - INFO - Column DFL was last updated at 2024-11-20 +2024-11-21 16:20:24,288 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-20 +2024-11-21 16:20:24,290 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-21 +2024-11-21 16:20:24,292 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-20 +2024-11-21 16:20:24,295 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-20 +2024-11-21 16:20:24,297 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-20 +2024-11-21 16:20:24,299 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-20 +2024-11-21 16:20:24,302 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-20 +2024-11-21 16:20:24,304 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-21 +2024-11-21 16:20:24,305 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-20 +2024-11-21 16:20:24,308 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-20 +2024-11-21 16:20:24,310 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-20 +2024-11-21 16:20:24,312 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-20 +2024-11-21 16:20:24,315 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-21 +2024-11-21 16:20:24,317 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-19 +2024-11-21 16:20:24,319 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:20:24,321 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:20:24,323 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-19 +2024-11-21 16:20:24,325 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-19 +2024-11-21 16:20:24,327 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-20 +2024-11-21 16:20:24,330 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-21 +2024-11-21 16:20:24,332 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:20:24,334 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-20 +2024-11-21 16:20:24,336 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-21 +2024-11-21 16:20:24,339 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 16:20:24,341 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-19 +2024-11-21 16:20:24,343 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:20:24,345 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-19 +2024-11-21 16:20:24,347 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-19 +2024-11-21 16:20:24,350 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-20 +2024-11-21 16:20:24,351 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:20:24,353 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 16:20:24,355 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:20:24,358 - my_logger - INFO - Column SCȼ was last updated at 2024-11-19 +2024-11-21 16:20:24,360 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:20:24,362 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:20:24,364 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:20:24,366 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-19 +2024-11-21 16:20:24,368 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-20 +2024-11-21 16:20:24,370 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:20:24,372 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 16:20:24,374 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-20 +2024-11-21 16:20:24,376 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:20:24,378 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-20 +2024-11-21 16:20:24,381 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-20 +2024-11-21 16:20:24,383 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-20 +2024-11-21 16:20:24,385 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 16:20:24,387 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-21 +2024-11-21 16:20:24,389 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-20 +2024-11-21 16:20:24,391 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-20 +2024-11-21 16:20:24,393 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-20 +2024-11-21 16:20:24,395 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-20 +2024-11-21 16:20:24,400 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-20 +2024-11-21 16:20:24,402 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-20 +2024-11-21 16:20:24,404 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 16:20:24,405 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 16:20:24,407 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-20 +2024-11-21 16:20:24,410 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-19 +2024-11-21 16:20:24,412 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-20 +2024-11-21 16:20:24,415 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-20 +2024-11-21 16:20:24,417 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-20 +2024-11-21 16:20:24,419 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-20 +2024-11-21 16:20:24,422 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-20 +2024-11-21 16:20:24,423 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-20 +2024-11-21 16:20:24,426 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-20 +2024-11-21 16:20:24,428 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-20 +2024-11-21 16:20:24,430 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-20 +2024-11-21 16:20:24,433 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-20 +2024-11-21 16:20:24,435 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-20 +2024-11-21 16:20:24,436 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-20 +2024-11-21 16:20:24,438 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-20 +2024-11-21 16:20:24,440 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 16:20:24,442 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 16:20:24,444 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 16:20:24,447 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:20:24,449 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:20:24,451 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:20:24,453 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:20:24,455 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:20:24,457 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:20:24,459 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:20:24,461 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:20:24,464 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 16:20:24,466 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 16:20:24,468 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-20 +2024-11-21 16:20:24,470 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-20 +2024-11-21 16:20:24,472 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-19 +2024-11-21 16:20:24,474 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-20 +2024-11-21 16:20:24,476 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-20 +2024-11-21 16:20:24,478 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 16:20:24,481 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 16:20:24,483 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-20 +2024-11-21 16:20:24,486 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 16:20:24,487 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 16:20:24,490 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-20 +2024-11-21 16:20:24,492 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-20 +2024-11-21 16:20:24,495 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-20 +2024-11-21 16:20:24,497 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-20 +2024-11-21 16:20:24,500 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:20:24,502 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:20:24,503 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:20:24,505 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:20:24,507 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-15 +2024-11-21 16:20:24,509 - my_logger - INFO - Column ͬ was last updated at 2024-11-15 +2024-11-21 16:20:24,512 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-15 +2024-11-21 16:20:24,516 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 16:20:24,518 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 16:20:24,520 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 16:20:24,522 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 16:20:24,524 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 16:20:24,526 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-15 +2024-11-21 16:20:24,528 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 16:20:24,531 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 16:20:24,533 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-15 +2024-11-21 16:20:24,535 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 16:20:24,537 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 16:20:24,539 - my_logger - INFO - Column ò was last updated at 2024-11-15 +2024-11-21 16:20:24,541 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-15 +2024-11-21 16:20:24,543 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 16:20:24,546 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 16:20:24,549 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 16:20:24,552 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 16:20:24,554 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 16:20:24,556 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 16:20:24,557 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 16:20:24,559 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 16:20:24,561 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 16:20:24,564 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 16:20:24,566 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 16:20:24,568 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 16:20:24,569 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 16:20:24,572 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 16:20:24,574 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 16:20:24,576 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 16:20:24,578 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 16:20:24,581 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 16:20:24,583 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 16:20:24,585 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 16:20:24,587 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 16:20:24,589 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 16:20:24,591 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 16:20:24,593 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 16:20:24,595 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 16:20:24,596 - my_logger - INFO - Column ԭ was last updated at 2024-11-15 +2024-11-21 16:20:24,599 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 16:20:24,602 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-15 +2024-11-21 16:20:24,604 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 16:20:24,606 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 16:20:24,607 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-15 +2024-11-21 16:20:24,609 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 16:20:24,611 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 16:20:24,614 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-15 +2024-11-21 16:20:24,616 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 16:20:24,618 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 16:20:24,621 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 16:20:24,622 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-15 +2024-11-21 16:20:24,624 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 16:20:24,626 - my_logger - INFO - Column DOE-; was last updated at 2024-11-15 +2024-11-21 16:20:24,628 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-15 +2024-11-21 16:20:24,631 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-15 +2024-11-21 16:20:24,633 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-15 +2024-11-21 16:20:24,636 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-15 +2024-11-21 16:20:24,637 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-15 +2024-11-21 16:20:24,639 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-19 +2024-11-21 16:20:24,641 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-19 +2024-11-21 16:20:24,643 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-15 +2024-11-21 16:20:24,645 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-15 +2024-11-21 16:20:24,647 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-15 +2024-11-21 16:20:24,650 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-15 +2024-11-21 16:20:24,652 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 16:20:24,654 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 16:20:24,656 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 16:20:24,658 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:20:24,660 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:20:24,661 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:20:24,663 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:20:24,666 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:20:24,669 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:20:24,670 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:20:24,672 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:20:24,674 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:20:24,676 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:20:24,677 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:20:24,680 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:20:24,683 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:20:24,684 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:20:24,687 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:20:24,689 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:20:24,691 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 16:20:24,693 - my_logger - 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my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:20:24,791 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:20:24,793 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:20:24,795 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:20:24,798 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:20:24,800 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:20:24,802 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:20:24,804 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:20:24,806 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:20:24,808 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:20:24,810 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:20:24,812 - my_logger - INFO - 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my_logger - INFO - ɾԤ(2517, 429) +2024-11-21 16:20:24,867 - my_logger - INFO - ɾ²ǰ(2517, 429) +2024-11-21 16:20:25,351 - my_logger - INFO - ɾ²(2517, 425) +2024-11-21 16:20:25,356 - my_logger - INFO - ɾԤΪֵк(1781, 425) +2024-11-21 16:20:25,360 - my_logger - INFO - ɾȫΪֵк(1781, 354) +2024-11-21 16:20:28,856 - my_logger - INFO - ն(222) ܶ(130) ¶(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +217 C2403128043 +218 C2403150124 +219 FVHCM1 INDEX +220 GC1 COMB Comdty +221 C2404167855 + +[222 rows x 3 columns] +2024-11-21 16:20:28,869 - my_logger - INFO - Ϣܹ351,ն(222),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 16:20:28,871 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 16:20:29,968 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', y = '72.93' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 16:20:29,982 - my_logger - INFO - 60Ԥв͵ģƣPatchTST +2024-11-21 16:20:29,988 - my_logger - INFO - ʼѵģ... +2024-11-21 16:20:29,989 - my_logger - INFO - ģѵ +2024-11-21 16:20:29,989 - my_logger - INFO - ѵݻͼing +2024-11-21 16:20:32,733 - my_logger - INFO - ѵݻͼend +2024-11-21 16:20:32,733 - my_logger - INFO - ing +2024-11-21 16:20:32,989 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-21 16:20:35,099 - my_logger - INFO - ۸ָܺΪ67.35013124822429 +2024-11-21 16:20:35,101 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-21 16:20:36,943 - my_logger - INFO - ӦָܺΪ15.183483727336332 +2024-11-21 16:20:36,944 - my_logger - INFO - ʼֱָͼ +2024-11-21 16:20:38,685 - my_logger - INFO - ָܺΪ6.244451721494213 +2024-11-21 16:20:38,686 - my_logger - INFO - ʼƿֱָͼ +2024-11-21 16:20:40,821 - my_logger - INFO - ָܺΪ19.08520469997553 +2024-11-21 16:20:40,823 - my_logger - INFO - ʼڻгֱָͼ +2024-11-21 16:20:42,635 - my_logger - INFO - ڻгָܺΪ49.963510751955326 +2024-11-21 16:20:42,636 - my_logger - INFO - ʼֱָͼ +2024-11-21 16:20:42,959 - my_logger - INFO - ָܺΪ1.024667400047019 +2024-11-21 16:20:42,960 - my_logger - INFO - ʼƽֱָͼ +2024-11-21 16:20:44,736 - my_logger - INFO - ָܺΪ5.6935378041118145 +2024-11-21 16:20:44,737 - my_logger - INFO - ʼֱָͼ +2024-11-21 16:20:46,544 - my_logger - INFO - ָܺΪ12.418347871336165 +2024-11-21 16:20:46,546 - my_logger - INFO - ʼܺ͵ͼ +2024-11-21 16:20:47,317 - my_logger - INFO - ܺ͵ͼ +2024-11-21 16:22:22,489 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 16:22:22,490 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 16:23:08,761 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:23:08,764 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:23:08,767 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:23:08,769 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:23:08,771 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:23:08,774 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:23:08,776 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-15 +2024-11-21 16:23:08,778 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 16:23:08,781 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 16:23:08,783 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-15 +2024-11-21 16:23:08,786 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-15 +2024-11-21 16:23:08,788 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-15 +2024-11-21 16:23:08,790 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:23:08,792 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:23:08,794 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:23:08,795 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 16:23:08,798 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 16:23:08,801 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 16:23:08,803 - my_logger - INFO - Column Ʒ was last updated at 2024-11-15 +2024-11-21 16:23:08,805 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-15 +2024-11-21 16:23:08,808 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 16:23:08,810 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 16:23:08,812 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-15 +2024-11-21 16:23:08,815 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 16:23:08,818 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-15 +2024-11-21 16:23:08,820 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-15 +2024-11-21 16:23:08,822 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-15 +2024-11-21 16:23:08,824 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-15 +2024-11-21 16:23:08,826 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-15 +2024-11-21 16:23:08,828 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 16:23:08,830 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 16:23:08,832 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 16:23:08,834 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 16:23:08,837 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-21 +2024-11-21 16:23:08,839 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-21 +2024-11-21 16:23:08,841 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-21 +2024-11-21 16:23:08,844 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:23:08,846 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:23:08,848 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:23:08,851 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-20 +2024-11-21 16:23:08,853 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-20 +2024-11-21 16:23:08,856 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-20 +2024-11-21 16:23:08,857 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-20 +2024-11-21 16:23:08,859 - my_logger - INFO - Column ͵һ was last updated at 2024-11-20 +2024-11-21 16:23:08,861 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 16:23:08,864 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 16:23:08,866 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-20 +2024-11-21 16:23:08,869 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-20 +2024-11-21 16:23:08,871 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-20 +2024-11-21 16:23:08,873 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-20 +2024-11-21 16:23:08,874 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-20 +2024-11-21 16:23:08,878 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-20 +2024-11-21 16:23:08,880 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-20 +2024-11-21 16:23:08,883 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-20 +2024-11-21 16:23:08,885 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-20 +2024-11-21 16:23:08,887 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 16:23:08,889 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 16:23:08,891 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 16:23:08,892 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 16:23:08,895 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-20 +2024-11-21 16:23:08,897 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-20 +2024-11-21 16:23:08,901 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-20 +2024-11-21 16:23:08,904 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-20 +2024-11-21 16:23:08,906 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-20 +2024-11-21 16:23:08,908 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-20 +2024-11-21 16:23:08,910 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-20 +2024-11-21 16:23:08,912 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-20 +2024-11-21 16:23:08,914 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-20 +2024-11-21 16:23:08,917 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-20 +2024-11-21 16:23:08,918 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-20 +2024-11-21 16:23:08,920 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 16:23:08,922 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-20 +2024-11-21 16:23:08,924 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-20 +2024-11-21 16:23:08,925 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 16:23:08,928 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-20 +2024-11-21 16:23:08,930 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-21 +2024-11-21 16:23:08,933 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-20 +2024-11-21 16:23:08,935 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-20 +2024-11-21 16:23:08,936 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-20 +2024-11-21 16:23:08,940 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-20 +2024-11-21 16:23:08,942 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-20 +2024-11-21 16:23:08,944 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 16:23:08,946 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-20 +2024-11-21 16:23:08,948 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 16:23:08,951 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 16:23:08,953 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 16:23:08,955 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-20 +2024-11-21 16:23:08,957 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-20 +2024-11-21 16:23:08,960 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-21 +2024-11-21 16:23:08,962 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-21 +2024-11-21 16:23:08,964 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 16:23:08,967 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 16:23:08,969 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-19 +2024-11-21 16:23:08,971 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 16:23:08,973 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 16:23:08,976 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 16:23:08,978 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-20 +2024-11-21 16:23:08,981 - my_logger - INFO - Column y was last updated at 2024-11-20 +2024-11-21 16:23:08,983 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 16:23:08,985 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-20 +2024-11-21 16:23:08,987 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-20 +2024-11-21 16:23:08,988 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-21 +2024-11-21 16:23:08,990 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-20 +2024-11-21 16:23:08,992 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-20 +2024-11-21 16:23:08,995 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-20 +2024-11-21 16:23:08,997 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-20 +2024-11-21 16:23:08,999 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-20 +2024-11-21 16:23:09,001 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-20 +2024-11-21 16:23:09,003 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-20 +2024-11-21 16:23:09,006 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-20 +2024-11-21 16:23:09,008 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-20 +2024-11-21 16:23:09,010 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-20 +2024-11-21 16:23:09,012 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-20 +2024-11-21 16:23:09,014 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-20 +2024-11-21 16:23:09,017 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-20 +2024-11-21 16:23:09,019 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-20 +2024-11-21 16:23:09,021 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 16:23:09,023 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 16:23:09,025 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-21 +2024-11-21 16:23:09,026 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 16:23:09,028 - my_logger - INFO - Column Brent* was last updated at 2024-11-20 +2024-11-21 16:23:09,031 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 16:23:09,033 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 16:23:09,035 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 16:23:09,038 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-20 +2024-11-21 16:23:09,040 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:23:09,042 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:23:09,044 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:23:09,046 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-20 +2024-11-21 16:23:09,049 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-20 +2024-11-21 16:23:09,051 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-20 +2024-11-21 16:23:09,054 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 16:23:09,056 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 16:23:09,058 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 16:23:09,060 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 16:23:09,062 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-20 +2024-11-21 16:23:09,065 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 16:23:09,068 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-20 +2024-11-21 16:23:09,070 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-20 +2024-11-21 16:23:09,072 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:23:09,074 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:23:09,076 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:23:09,080 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:23:09,082 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 16:23:09,085 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 16:23:09,087 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-20 +2024-11-21 16:23:09,088 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 16:23:09,090 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 16:23:09,092 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:23:09,094 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:23:09,096 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:23:09,097 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:23:09,100 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-15 +2024-11-21 16:23:09,102 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 16:23:09,104 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-15 +2024-11-21 16:23:09,106 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-15 +2024-11-21 16:23:09,108 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-15 +2024-11-21 16:23:09,110 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:23:09,112 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:23:09,115 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-15 +2024-11-21 16:23:09,117 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:23:09,119 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-15 +2024-11-21 16:23:09,121 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:23:09,122 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 16:23:09,125 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 16:23:09,126 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 16:23:09,128 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-15 +2024-11-21 16:23:09,131 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:23:09,133 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 16:23:09,135 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 16:23:09,137 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 16:23:09,139 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 16:23:09,140 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 16:23:09,142 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 16:23:09,144 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 16:23:09,147 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 16:23:09,150 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 16:23:09,152 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 16:23:09,153 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 16:23:09,156 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:23:09,157 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-15 +2024-11-21 16:23:09,159 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-15 +2024-11-21 16:23:09,161 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-15 +2024-11-21 16:23:09,163 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-15 +2024-11-21 16:23:09,165 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-15 +2024-11-21 16:23:09,167 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-15 +2024-11-21 16:23:09,169 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-15 +2024-11-21 16:23:09,171 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-15 +2024-11-21 16:23:09,173 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 16:23:09,175 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 16:23:09,177 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:23:09,179 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:23:09,182 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-15 +2024-11-21 16:23:09,184 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 16:23:09,186 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-15 +2024-11-21 16:23:09,188 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 16:23:09,190 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-20 +2024-11-21 16:23:09,192 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-20 +2024-11-21 16:23:09,194 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-20 +2024-11-21 16:23:09,196 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-20 +2024-11-21 16:23:09,198 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-20 +2024-11-21 16:23:09,200 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 16:23:09,203 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 16:23:09,204 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-20 +2024-11-21 16:23:09,206 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-20 +2024-11-21 16:23:09,208 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-20 +2024-11-21 16:23:09,210 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-20 +2024-11-21 16:23:09,212 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-20 +2024-11-21 16:23:09,215 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-20 +2024-11-21 16:23:09,217 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-20 +2024-11-21 16:23:09,220 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-20 +2024-11-21 16:23:09,222 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-20 +2024-11-21 16:23:09,224 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-20 +2024-11-21 16:23:09,226 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-20 +2024-11-21 16:23:09,227 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-20 +2024-11-21 16:23:09,229 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-20 +2024-11-21 16:23:09,231 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-20 +2024-11-21 16:23:09,233 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-20 +2024-11-21 16:23:09,235 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-20 +2024-11-21 16:23:09,237 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-20 +2024-11-21 16:23:09,240 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-20 +2024-11-21 16:23:09,242 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-20 +2024-11-21 16:23:09,244 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-20 +2024-11-21 16:23:09,246 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-20 +2024-11-21 16:23:09,249 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-20 +2024-11-21 16:23:09,251 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-19 +2024-11-21 16:23:09,253 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-20 +2024-11-21 16:23:09,255 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-20 +2024-11-21 16:23:09,258 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-20 +2024-11-21 16:23:09,259 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 16:23:09,262 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-20 +2024-11-21 16:23:09,265 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-19 +2024-11-21 16:23:09,267 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-20 +2024-11-21 16:23:09,269 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:23:09,271 - my_logger - INFO - Column DFL was last updated at 2024-11-20 +2024-11-21 16:23:09,273 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-20 +2024-11-21 16:23:09,275 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-21 +2024-11-21 16:23:09,277 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-20 +2024-11-21 16:23:09,279 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-20 +2024-11-21 16:23:09,282 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-20 +2024-11-21 16:23:09,285 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-20 +2024-11-21 16:23:09,287 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-20 +2024-11-21 16:23:09,289 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-21 +2024-11-21 16:23:09,290 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-20 +2024-11-21 16:23:09,292 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-20 +2024-11-21 16:23:09,294 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-20 +2024-11-21 16:23:09,295 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-20 +2024-11-21 16:23:09,298 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-21 +2024-11-21 16:23:09,301 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-19 +2024-11-21 16:23:09,303 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:23:09,305 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:23:09,307 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-19 +2024-11-21 16:23:09,309 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-19 +2024-11-21 16:23:09,311 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-20 +2024-11-21 16:23:09,313 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-21 +2024-11-21 16:23:09,317 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:23:09,319 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-20 +2024-11-21 16:23:09,321 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-21 +2024-11-21 16:23:09,325 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 16:23:09,327 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-19 +2024-11-21 16:23:09,330 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:23:09,333 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-19 +2024-11-21 16:23:09,336 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-19 +2024-11-21 16:23:09,338 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-20 +2024-11-21 16:23:09,340 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:23:09,342 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 16:23:09,344 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:23:09,347 - my_logger - INFO - Column SCȼ was last updated at 2024-11-19 +2024-11-21 16:23:09,350 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:23:09,352 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:23:09,355 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:23:09,357 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-19 +2024-11-21 16:23:09,358 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-20 +2024-11-21 16:23:09,361 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:23:09,363 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 16:23:09,366 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-20 +2024-11-21 16:23:09,368 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:23:09,370 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-20 +2024-11-21 16:23:09,372 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-20 +2024-11-21 16:23:09,374 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-20 +2024-11-21 16:23:09,376 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 16:23:09,378 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-21 +2024-11-21 16:23:09,381 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-20 +2024-11-21 16:23:09,384 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-20 +2024-11-21 16:23:09,386 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-20 +2024-11-21 16:23:09,388 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-20 +2024-11-21 16:23:09,391 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-20 +2024-11-21 16:23:09,393 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-20 +2024-11-21 16:23:09,395 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 16:23:09,397 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 16:23:09,401 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-20 +2024-11-21 16:23:09,403 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-19 +2024-11-21 16:23:09,405 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-20 +2024-11-21 16:23:09,407 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-20 +2024-11-21 16:23:09,409 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-20 +2024-11-21 16:23:09,411 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-20 +2024-11-21 16:23:09,414 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-20 +2024-11-21 16:23:09,416 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-20 +2024-11-21 16:23:09,418 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-20 +2024-11-21 16:23:09,420 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-20 +2024-11-21 16:23:09,422 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-20 +2024-11-21 16:23:09,424 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-20 +2024-11-21 16:23:09,426 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-20 +2024-11-21 16:23:09,429 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-20 +2024-11-21 16:23:09,431 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-20 +2024-11-21 16:23:09,434 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 16:23:09,435 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 16:23:09,438 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 16:23:09,440 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:23:09,442 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:23:09,444 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:23:09,446 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:23:09,449 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:23:09,451 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:23:09,453 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:23:09,455 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:23:09,457 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 16:23:09,459 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 16:23:09,462 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-20 +2024-11-21 16:23:09,464 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-20 +2024-11-21 16:23:09,466 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-19 +2024-11-21 16:23:09,469 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-20 +2024-11-21 16:23:09,471 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-20 +2024-11-21 16:23:09,474 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 16:23:09,476 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 16:23:09,478 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-20 +2024-11-21 16:23:09,480 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 16:23:09,483 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 16:23:09,485 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-20 +2024-11-21 16:23:09,487 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-20 +2024-11-21 16:23:09,489 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-20 +2024-11-21 16:23:09,491 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-20 +2024-11-21 16:23:09,492 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:23:09,494 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:23:09,496 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:23:09,498 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:23:09,501 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-15 +2024-11-21 16:23:09,503 - my_logger - INFO - Column ͬ was last updated at 2024-11-15 +2024-11-21 16:23:09,504 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-15 +2024-11-21 16:23:09,506 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 16:23:09,508 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 16:23:09,510 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 16:23:09,512 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 16:23:09,514 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 16:23:09,517 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-15 +2024-11-21 16:23:09,519 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 16:23:09,520 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 16:23:09,523 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-15 +2024-11-21 16:23:09,525 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 16:23:09,527 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 16:23:09,529 - my_logger - INFO - Column ò was last updated at 2024-11-15 +2024-11-21 16:23:09,531 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-15 +2024-11-21 16:23:09,533 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 16:23:09,535 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 16:23:09,537 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 16:23:09,539 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 16:23:09,541 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 16:23:09,543 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 16:23:09,545 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 16:23:09,548 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 16:23:09,550 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 16:23:09,553 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 16:23:09,555 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 16:23:09,557 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 16:23:09,560 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 16:23:09,560 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 16:23:09,562 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 16:23:09,566 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 16:23:09,570 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 16:23:09,572 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 16:23:09,575 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 16:23:09,576 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 16:23:09,578 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 16:23:09,580 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 16:23:09,583 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 16:23:09,585 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 16:23:09,588 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 16:23:09,589 - my_logger - INFO - Column ԭ was last updated at 2024-11-15 +2024-11-21 16:23:09,591 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 16:23:09,593 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-15 +2024-11-21 16:23:09,595 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 16:23:09,597 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 16:23:09,599 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-15 +2024-11-21 16:23:09,602 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 16:23:09,604 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 16:23:09,605 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-15 +2024-11-21 16:23:09,609 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 16:23:09,611 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 16:23:09,614 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 16:23:09,616 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-15 +2024-11-21 16:23:09,619 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 16:23:09,633 - my_logger - INFO - Column DOE-; was last updated at 2024-11-15 +2024-11-21 16:23:09,637 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-15 +2024-11-21 16:23:09,640 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-15 +2024-11-21 16:23:09,644 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-15 +2024-11-21 16:23:09,648 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-15 +2024-11-21 16:23:09,652 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-15 +2024-11-21 16:23:09,655 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-19 +2024-11-21 16:23:09,658 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-19 +2024-11-21 16:23:09,662 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-15 +2024-11-21 16:23:09,664 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-15 +2024-11-21 16:23:09,667 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-15 +2024-11-21 16:23:09,670 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-15 +2024-11-21 16:23:09,675 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 16:23:09,679 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 16:23:09,683 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 16:23:09,685 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,687 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:23:09,690 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:23:09,692 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,693 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,696 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,698 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,700 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,702 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,704 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,707 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:23:09,709 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,711 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:23:09,713 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,717 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:23:09,719 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,721 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 16:23:09,723 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,725 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,726 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,729 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,731 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,733 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 16:23:09,736 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,739 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,741 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,743 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,744 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,748 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,750 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,752 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,755 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,756 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,758 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,760 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,762 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,765 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,767 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,770 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,772 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,774 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,775 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,779 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,781 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,785 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,787 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:23:09,789 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,791 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 16:23:09,792 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,794 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,797 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,799 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,802 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,804 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 16:23:09,806 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,808 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,809 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,811 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,814 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,817 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 16:23:09,819 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,821 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,823 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,825 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,827 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,828 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,830 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,833 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,835 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,837 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,838 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,840 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,842 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,844 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,847 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,850 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,852 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,855 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,856 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,858 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,861 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:23:09,863 - my_logger - INFO - Column ˮλ was last updated at 2024-11-20 +2024-11-21 16:23:09,865 - my_logger - INFO - Column ovx index was last updated at 2024-11-20 +2024-11-21 16:23:09,867 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-20 +2024-11-21 16:23:09,869 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-20 +2024-11-21 16:23:09,872 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-20 +2024-11-21 16:23:09,874 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-20 +2024-11-21 16:23:09,876 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-15 +2024-11-21 16:23:09,879 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 16:23:09,882 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 16:23:09,885 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 16:23:09,887 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-19 +2024-11-21 16:23:09,889 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-20 +2024-11-21 16:23:09,892 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-20 +2024-11-21 16:23:09,896 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 16:23:09,899 - my_logger - INFO - ɾԤǰ(2517, 504) +2024-11-21 16:23:09,904 - my_logger - INFO - ɾԤ(2517, 429) +2024-11-21 16:23:09,905 - my_logger - INFO - ɾ²ǰ(2517, 429) +2024-11-21 16:23:10,387 - my_logger - INFO - ɾ²(2517, 425) +2024-11-21 16:23:10,390 - my_logger - INFO - ɾԤΪֵк(1781, 425) +2024-11-21 16:23:10,395 - my_logger - INFO - ɾȫΪֵк(1781, 354) +2024-11-21 16:23:13,944 - my_logger - INFO - ն(222) ܶ(130) ¶(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +217 C2403128043 +218 C2403150124 +219 FVHCM1 INDEX +220 GC1 COMB Comdty +221 C2404167855 + +[222 rows x 3 columns] +2024-11-21 16:23:13,957 - my_logger - INFO - Ϣܹ351,ն(222),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 16:23:13,959 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 16:23:15,072 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', y = '72.93' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 16:23:15,086 - my_logger - INFO - 60Ԥв͵ģƣPatchTST +2024-11-21 16:23:15,093 - my_logger - INFO - ʼѵģ... +2024-11-21 16:23:15,093 - my_logger - INFO - ģѵ +2024-11-21 16:23:15,094 - my_logger - INFO - ѵݻͼing +2024-11-21 16:23:15,971 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-21 00:00:00', NHITS = '73.02695', Informer = '74.880905', LSTM = '73.00687', iTransformer = '73.82856', TSMixer = '73.84927', TSMixerx = '74.90386', PatchTST = '72.881065', RNN = '74.24087', GRU = '73.30809', TCN = '74.552666', BiTCN = '73.27787', DilatedRNN = '72.32639', MLP = '73.24743', DLinear = '72.40385', NLinear = '73.783905', TFT = '72.98307', StemGNN = '74.90098', MLPMultivariate = '74.468864', TiDE = '74.01576', DeepNPTS = '74.939926' WHERE ds = '2024-11-21 00:00:00' +2024-11-21 16:23:17,746 - my_logger - INFO - ѵݻͼend +2024-11-21 16:23:17,746 - my_logger - INFO - ing +2024-11-21 16:23:17,996 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-21 16:23:20,104 - my_logger - INFO - ۸ָܺΪ67.35013124822429 +2024-11-21 16:23:20,105 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-21 16:23:21,879 - my_logger - INFO - ӦָܺΪ15.183483727336332 +2024-11-21 16:23:21,880 - my_logger - INFO - ʼֱָͼ +2024-11-21 16:23:23,658 - my_logger - INFO - ָܺΪ6.244451721494213 +2024-11-21 16:23:23,659 - my_logger - INFO - ʼƿֱָͼ +2024-11-21 16:23:25,803 - my_logger - INFO - ָܺΪ19.08520469997553 +2024-11-21 16:23:25,804 - my_logger - INFO - ʼڻгֱָͼ +2024-11-21 16:23:27,608 - my_logger - INFO - ڻгָܺΪ49.963510751955326 +2024-11-21 16:23:27,609 - my_logger - INFO - ʼֱָͼ +2024-11-21 16:23:27,936 - my_logger - INFO - ָܺΪ1.024667400047019 +2024-11-21 16:23:27,937 - my_logger - INFO - ʼƽֱָͼ +2024-11-21 16:23:29,756 - my_logger - INFO - ָܺΪ5.6935378041118145 +2024-11-21 16:23:29,757 - my_logger - INFO - ʼֱָͼ +2024-11-21 16:23:31,527 - my_logger - INFO - ָܺΪ12.418347871336165 +2024-11-21 16:23:31,528 - my_logger - INFO - ʼܺ͵ͼ +2024-11-21 16:23:32,305 - my_logger - INFO - ܺ͵ͼ +2024-11-21 16:23:35,825 - my_logger - INFO - end +2024-11-21 16:23:35,826 - my_logger - INFO - ģѵ +2024-11-21 16:29:05,464 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 16:29:05,465 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 16:29:51,246 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:29:51,250 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:29:51,252 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:29:51,254 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:29:51,256 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:29:51,259 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:29:51,262 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-15 +2024-11-21 16:29:51,264 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 16:29:51,266 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 16:29:51,268 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-15 +2024-11-21 16:29:51,270 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-15 +2024-11-21 16:29:51,272 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-15 +2024-11-21 16:29:51,275 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:29:51,277 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:29:51,279 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:29:51,281 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 16:29:51,284 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 16:29:51,286 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 16:29:51,288 - my_logger - INFO - Column Ʒ was last updated at 2024-11-15 +2024-11-21 16:29:51,290 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-15 +2024-11-21 16:29:51,292 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 16:29:51,294 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 16:29:51,296 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-15 +2024-11-21 16:29:51,298 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 16:29:51,302 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-15 +2024-11-21 16:29:51,304 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-15 +2024-11-21 16:29:51,306 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-15 +2024-11-21 16:29:51,308 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-15 +2024-11-21 16:29:51,310 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-15 +2024-11-21 16:29:51,312 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 16:29:51,313 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 16:29:51,316 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 16:29:51,318 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 16:29:51,319 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-21 +2024-11-21 16:29:51,323 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-21 +2024-11-21 16:29:51,325 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-21 +2024-11-21 16:29:51,327 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:29:51,329 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:29:51,331 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:29:51,333 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-20 +2024-11-21 16:29:51,336 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-20 +2024-11-21 16:29:51,339 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-20 +2024-11-21 16:29:51,342 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-20 +2024-11-21 16:29:51,344 - my_logger - INFO - Column ͵һ was last updated at 2024-11-20 +2024-11-21 16:29:51,346 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 16:29:51,348 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 16:29:51,351 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-20 +2024-11-21 16:29:51,353 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-20 +2024-11-21 16:29:51,355 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-20 +2024-11-21 16:29:51,357 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-20 +2024-11-21 16:29:51,359 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-20 +2024-11-21 16:29:51,361 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-20 +2024-11-21 16:29:51,364 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-20 +2024-11-21 16:29:51,366 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-20 +2024-11-21 16:29:51,369 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-20 +2024-11-21 16:29:51,371 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 16:29:51,373 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 16:29:51,376 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 16:29:51,378 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 16:29:51,379 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-20 +2024-11-21 16:29:51,383 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-20 +2024-11-21 16:29:51,385 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-20 +2024-11-21 16:29:51,388 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-20 +2024-11-21 16:29:51,390 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-20 +2024-11-21 16:29:51,392 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-20 +2024-11-21 16:29:51,394 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-20 +2024-11-21 16:29:51,395 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-20 +2024-11-21 16:29:51,397 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-20 +2024-11-21 16:29:51,400 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-20 +2024-11-21 16:29:51,402 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-20 +2024-11-21 16:29:51,404 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 16:29:51,406 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-20 +2024-11-21 16:29:51,408 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-20 +2024-11-21 16:29:51,411 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 16:29:51,413 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-20 +2024-11-21 16:29:51,416 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-21 +2024-11-21 16:29:51,418 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-20 +2024-11-21 16:29:51,421 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-20 +2024-11-21 16:29:51,423 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-20 +2024-11-21 16:29:51,425 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-20 +2024-11-21 16:29:51,427 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-20 +2024-11-21 16:29:51,429 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 16:29:51,430 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-20 +2024-11-21 16:29:51,433 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 16:29:51,435 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 16:29:51,437 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 16:29:51,439 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-20 +2024-11-21 16:29:51,441 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-20 +2024-11-21 16:29:51,443 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-21 +2024-11-21 16:29:51,446 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-21 +2024-11-21 16:29:51,448 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 16:29:51,450 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 16:29:51,452 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-19 +2024-11-21 16:29:51,454 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 16:29:51,457 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 16:29:51,459 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 16:29:51,460 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-20 +2024-11-21 16:29:51,463 - my_logger - INFO - Column y was last updated at 2024-11-20 +2024-11-21 16:29:51,465 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 16:29:51,467 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-20 +2024-11-21 16:29:51,469 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-20 +2024-11-21 16:29:51,471 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-21 +2024-11-21 16:29:51,473 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-20 +2024-11-21 16:29:51,475 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-20 +2024-11-21 16:29:51,477 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-20 +2024-11-21 16:29:51,479 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-20 +2024-11-21 16:29:51,483 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-20 +2024-11-21 16:29:51,485 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-20 +2024-11-21 16:29:51,487 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-20 +2024-11-21 16:29:51,489 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-20 +2024-11-21 16:29:51,491 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-20 +2024-11-21 16:29:51,493 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-20 +2024-11-21 16:29:51,494 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-20 +2024-11-21 16:29:51,496 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-20 +2024-11-21 16:29:51,498 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-20 +2024-11-21 16:29:51,501 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-20 +2024-11-21 16:29:51,503 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 16:29:51,505 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 16:29:51,507 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-21 +2024-11-21 16:29:51,509 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 16:29:51,511 - my_logger - INFO - Column Brent* was last updated at 2024-11-20 +2024-11-21 16:29:51,513 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 16:29:51,515 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 16:29:51,517 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 16:29:51,520 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-20 +2024-11-21 16:29:51,522 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:29:51,524 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:29:51,526 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:29:51,528 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-20 +2024-11-21 16:29:51,530 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-20 +2024-11-21 16:29:51,531 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-20 +2024-11-21 16:29:51,534 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 16:29:51,536 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 16:29:51,538 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 16:29:51,540 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 16:29:51,542 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-20 +2024-11-21 16:29:51,544 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 16:29:51,547 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-20 +2024-11-21 16:29:51,548 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-20 +2024-11-21 16:29:51,552 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:29:51,554 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:29:51,556 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:29:51,558 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:29:51,559 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 16:29:51,561 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 16:29:51,563 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-20 +2024-11-21 16:29:51,565 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 16:29:51,568 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 16:29:51,569 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:29:51,572 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:29:51,574 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:29:51,576 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:29:51,578 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-15 +2024-11-21 16:29:51,579 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 16:29:51,582 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-15 +2024-11-21 16:29:51,585 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-15 +2024-11-21 16:29:51,587 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-15 +2024-11-21 16:29:51,589 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:29:51,591 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:29:51,592 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-15 +2024-11-21 16:29:51,594 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:29:51,595 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-15 +2024-11-21 16:29:51,599 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:29:51,601 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 16:29:51,604 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 16:29:51,606 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 16:29:51,607 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-15 +2024-11-21 16:29:51,609 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:29:51,611 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 16:29:51,614 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 16:29:51,616 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 16:29:51,618 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 16:29:51,621 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 16:29:51,623 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 16:29:51,624 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 16:29:51,626 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 16:29:51,628 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 16:29:51,630 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 16:29:51,633 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 16:29:51,635 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:29:51,637 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-15 +2024-11-21 16:29:51,638 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-15 +2024-11-21 16:29:51,640 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-15 +2024-11-21 16:29:51,643 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-15 +2024-11-21 16:29:51,645 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-15 +2024-11-21 16:29:51,647 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-15 +2024-11-21 16:29:51,649 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-15 +2024-11-21 16:29:51,651 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-15 +2024-11-21 16:29:51,653 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 16:29:51,655 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 16:29:51,657 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:29:51,659 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:29:51,661 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-15 +2024-11-21 16:29:51,663 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 16:29:51,666 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-15 +2024-11-21 16:29:51,668 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 16:29:51,671 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-20 +2024-11-21 16:29:51,673 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-20 +2024-11-21 16:29:51,675 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-20 +2024-11-21 16:29:51,677 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-20 +2024-11-21 16:29:51,679 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-20 +2024-11-21 16:29:51,681 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 16:29:51,684 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 16:29:51,686 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-20 +2024-11-21 16:29:51,688 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-20 +2024-11-21 16:29:51,690 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-20 +2024-11-21 16:29:51,692 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-20 +2024-11-21 16:29:51,694 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-20 +2024-11-21 16:29:51,696 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-20 +2024-11-21 16:29:51,698 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-20 +2024-11-21 16:29:51,701 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-20 +2024-11-21 16:29:51,703 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-20 +2024-11-21 16:29:51,705 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-20 +2024-11-21 16:29:51,707 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-20 +2024-11-21 16:29:51,709 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-20 +2024-11-21 16:29:51,710 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-20 +2024-11-21 16:29:51,713 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-20 +2024-11-21 16:29:51,715 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-20 +2024-11-21 16:29:51,717 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-20 +2024-11-21 16:29:51,720 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-20 +2024-11-21 16:29:51,721 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-20 +2024-11-21 16:29:51,723 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-20 +2024-11-21 16:29:51,725 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-20 +2024-11-21 16:29:51,727 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-20 +2024-11-21 16:29:51,729 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-20 +2024-11-21 16:29:51,732 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-19 +2024-11-21 16:29:51,734 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-20 +2024-11-21 16:29:51,736 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-20 +2024-11-21 16:29:51,739 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-20 +2024-11-21 16:29:51,741 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 16:29:51,743 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-20 +2024-11-21 16:29:51,745 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-19 +2024-11-21 16:29:51,747 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-20 +2024-11-21 16:29:51,749 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:29:51,751 - my_logger - INFO - Column DFL was last updated at 2024-11-20 +2024-11-21 16:29:51,753 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-20 +2024-11-21 16:29:51,755 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-21 +2024-11-21 16:29:51,757 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-20 +2024-11-21 16:29:51,759 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-20 +2024-11-21 16:29:51,761 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-20 +2024-11-21 16:29:51,763 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-20 +2024-11-21 16:29:51,765 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-20 +2024-11-21 16:29:51,767 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-21 +2024-11-21 16:29:51,770 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-20 +2024-11-21 16:29:51,772 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-20 +2024-11-21 16:29:51,774 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-20 +2024-11-21 16:29:51,776 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-20 +2024-11-21 16:29:51,778 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-21 +2024-11-21 16:29:51,781 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-19 +2024-11-21 16:29:51,784 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:29:51,786 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:29:51,788 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-19 +2024-11-21 16:29:51,790 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-19 +2024-11-21 16:29:51,793 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-20 +2024-11-21 16:29:51,795 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-21 +2024-11-21 16:29:51,797 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:29:51,799 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-20 +2024-11-21 16:29:51,802 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-21 +2024-11-21 16:29:51,804 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 16:29:51,806 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-19 +2024-11-21 16:29:51,808 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:29:51,811 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-19 +2024-11-21 16:29:51,813 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-19 +2024-11-21 16:29:51,816 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-20 +2024-11-21 16:29:51,818 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:29:51,820 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 16:29:51,823 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:29:51,825 - my_logger - INFO - Column SCȼ was last updated at 2024-11-19 +2024-11-21 16:29:51,827 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:29:51,829 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:29:51,831 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:29:51,833 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-19 +2024-11-21 16:29:51,835 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-20 +2024-11-21 16:29:51,838 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:29:51,840 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 16:29:51,842 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-20 +2024-11-21 16:29:51,843 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:29:51,845 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-20 +2024-11-21 16:29:51,848 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-20 +2024-11-21 16:29:51,850 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-20 +2024-11-21 16:29:51,853 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 16:29:51,855 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-21 +2024-11-21 16:29:51,857 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-20 +2024-11-21 16:29:51,858 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-20 +2024-11-21 16:29:51,860 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-20 +2024-11-21 16:29:51,862 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-20 +2024-11-21 16:29:51,865 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-20 +2024-11-21 16:29:51,868 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-20 +2024-11-21 16:29:51,870 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 16:29:51,872 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 16:29:51,874 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-20 +2024-11-21 16:29:51,876 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-19 +2024-11-21 16:29:51,877 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-20 +2024-11-21 16:29:51,880 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-20 +2024-11-21 16:29:51,886 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-20 +2024-11-21 16:29:51,895 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-20 +2024-11-21 16:29:51,899 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-20 +2024-11-21 16:29:51,904 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-20 +2024-11-21 16:29:51,908 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-20 +2024-11-21 16:29:51,911 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-20 +2024-11-21 16:29:51,915 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-20 +2024-11-21 16:29:51,920 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-20 +2024-11-21 16:29:51,923 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-20 +2024-11-21 16:29:51,925 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-20 +2024-11-21 16:29:51,927 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-20 +2024-11-21 16:29:51,929 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 16:29:51,934 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 16:29:51,937 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 16:29:51,940 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:29:51,942 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:29:51,944 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:29:51,946 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:29:51,950 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:29:51,952 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:29:51,954 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:29:51,956 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:29:51,957 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 16:29:51,959 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 16:29:51,961 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-20 +2024-11-21 16:29:51,963 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-20 +2024-11-21 16:29:51,965 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-19 +2024-11-21 16:29:51,969 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-20 +2024-11-21 16:29:51,971 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-20 +2024-11-21 16:29:51,973 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 16:29:51,974 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 16:29:51,976 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-20 +2024-11-21 16:29:51,979 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 16:29:51,981 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 16:29:51,983 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-20 +2024-11-21 16:29:51,985 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-20 +2024-11-21 16:29:51,987 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-20 +2024-11-21 16:29:51,989 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-20 +2024-11-21 16:29:51,991 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:29:51,993 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:29:51,995 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:29:51,997 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:29:52,000 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-15 +2024-11-21 16:29:52,002 - my_logger - INFO - Column ͬ was last updated at 2024-11-15 +2024-11-21 16:29:52,004 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-15 +2024-11-21 16:29:52,006 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 16:29:52,007 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 16:29:52,010 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 16:29:52,012 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 16:29:52,014 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 16:29:52,016 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-15 +2024-11-21 16:29:52,018 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 16:29:52,020 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 16:29:52,022 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-15 +2024-11-21 16:29:52,024 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 16:29:52,026 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 16:29:52,027 - my_logger - INFO - Column ò was last updated at 2024-11-15 +2024-11-21 16:29:52,030 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-15 +2024-11-21 16:29:52,032 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 16:29:52,034 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 16:29:52,036 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 16:29:52,038 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 16:29:52,041 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 16:29:52,042 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 16:29:52,044 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 16:29:52,046 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 16:29:52,048 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 16:29:52,050 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 16:29:52,052 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 16:29:52,054 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 16:29:52,056 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 16:29:52,058 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 16:29:52,060 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 16:29:52,062 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 16:29:52,064 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 16:29:52,066 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 16:29:52,069 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 16:29:52,071 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 16:29:52,073 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 16:29:52,075 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 16:29:52,077 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 16:29:52,078 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 16:29:52,080 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 16:29:52,083 - my_logger - INFO - Column ԭ was last updated at 2024-11-15 +2024-11-21 16:29:52,085 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 16:29:52,087 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-15 +2024-11-21 16:29:52,089 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 16:29:52,091 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 16:29:52,093 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-15 +2024-11-21 16:29:52,094 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 16:29:52,097 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 16:29:52,099 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-15 +2024-11-21 16:29:52,101 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 16:29:52,104 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 16:29:52,106 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 16:29:52,107 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-15 +2024-11-21 16:29:52,109 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 16:29:52,111 - my_logger - INFO - Column DOE-; was last updated at 2024-11-15 +2024-11-21 16:29:52,113 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-15 +2024-11-21 16:29:52,115 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-15 +2024-11-21 16:29:52,118 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-15 +2024-11-21 16:29:52,120 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-15 +2024-11-21 16:29:52,122 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-15 +2024-11-21 16:29:52,124 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-19 +2024-11-21 16:29:52,125 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-19 +2024-11-21 16:29:52,128 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-15 +2024-11-21 16:29:52,130 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-15 +2024-11-21 16:29:52,131 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-15 +2024-11-21 16:29:52,134 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-15 +2024-11-21 16:29:52,136 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 16:29:52,138 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 16:29:52,140 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 16:29:52,142 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,144 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:29:52,146 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:29:52,148 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,150 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,153 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,155 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,156 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,159 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,161 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,163 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:29:52,165 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,167 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:29:52,169 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,171 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:29:52,173 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,174 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 16:29:52,176 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,178 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,181 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,184 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,186 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,189 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 16:29:52,191 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,194 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,197 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,199 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,201 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,204 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,206 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,208 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,211 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,213 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,216 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,219 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,221 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,223 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,225 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,228 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,230 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,233 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,236 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,238 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,240 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,244 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,246 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:29:52,249 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,252 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 16:29:52,254 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,257 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,259 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,261 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,263 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,266 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 16:29:52,269 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,271 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,273 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,276 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,278 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,280 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 16:29:52,283 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,285 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,287 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,289 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,292 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,293 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,295 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,297 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,301 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,303 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,305 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,307 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,309 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,311 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,313 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,315 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,318 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,319 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,322 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,325 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,326 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:29:52,328 - my_logger - INFO - Column ˮλ was last updated at 2024-11-20 +2024-11-21 16:29:52,331 - my_logger - INFO - Column ovx index was last updated at 2024-11-20 +2024-11-21 16:29:52,334 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-20 +2024-11-21 16:29:52,336 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-20 +2024-11-21 16:29:52,339 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-20 +2024-11-21 16:29:52,341 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-20 +2024-11-21 16:29:52,343 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-15 +2024-11-21 16:29:52,345 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 16:29:52,346 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 16:29:52,350 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 16:29:52,353 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-19 +2024-11-21 16:29:52,355 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-20 +2024-11-21 16:29:52,358 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-20 +2024-11-21 16:29:52,363 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 16:29:52,364 - my_logger - INFO - ɾԤǰ(2517, 504) +2024-11-21 16:29:52,369 - my_logger - INFO - ɾԤ(2517, 429) +2024-11-21 16:29:52,370 - my_logger - INFO - ɾ²ǰ(2517, 429) +2024-11-21 16:29:52,872 - my_logger - INFO - ɾ²(2517, 425) +2024-11-21 16:29:52,877 - my_logger - INFO - ɾԤΪֵк(1781, 425) +2024-11-21 16:29:52,881 - my_logger - INFO - ɾȫΪֵк(1781, 354) +2024-11-21 16:29:56,304 - my_logger - INFO - ն(222) ܶ(130) ¶(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +217 C2403128043 +218 C2403150124 +219 FVHCM1 INDEX +220 GC1 COMB Comdty +221 C2404167855 + +[222 rows x 3 columns] +2024-11-21 16:29:56,317 - my_logger - INFO - Ϣܹ351,ն(222),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 16:29:56,320 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 16:29:57,439 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', y = '72.93' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 16:29:57,454 - my_logger - INFO - 60Ԥв͵ģƣPatchTST +2024-11-21 16:29:57,460 - my_logger - INFO - ʼѵģ... +2024-11-21 16:29:57,461 - my_logger - INFO - ģѵ +2024-11-21 16:29:57,461 - my_logger - INFO - ѵݻͼing +2024-11-21 16:29:58,329 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-21 00:00:00', NHITS = '73.02695', Informer = '74.880905', LSTM = '73.00687', iTransformer = '73.82856', TSMixer = '73.84927', TSMixerx = '74.90386', PatchTST = '72.881065', RNN = '74.24087', GRU = '73.30809', TCN = '74.552666', BiTCN = '73.27787', DilatedRNN = '72.32639', MLP = '73.24743', DLinear = '72.40385', NLinear = '73.783905', TFT = '72.98307', StemGNN = '74.90098', MLPMultivariate = '74.468864', TiDE = '74.01576', DeepNPTS = '74.939926' WHERE ds = '2024-11-21 00:00:00' +2024-11-21 16:30:00,180 - my_logger - INFO - ѵݻͼend +2024-11-21 16:30:00,181 - my_logger - INFO - ing +2024-11-21 16:30:00,431 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-21 16:30:02,931 - my_logger - INFO - ۸ָܺΪ67.35013124822429 +2024-11-21 16:30:02,933 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-21 16:30:05,034 - my_logger - INFO - ӦָܺΪ15.183483727336332 +2024-11-21 16:30:05,035 - my_logger - INFO - ʼֱָͼ +2024-11-21 16:30:07,167 - my_logger - INFO - ָܺΪ6.244451721494213 +2024-11-21 16:30:07,168 - my_logger - INFO - ʼƿֱָͼ +2024-11-21 16:30:09,705 - my_logger - INFO - ָܺΪ19.08520469997553 +2024-11-21 16:30:09,707 - my_logger - INFO - ʼڻгֱָͼ +2024-11-21 16:30:11,936 - my_logger - INFO - ڻгָܺΪ49.963510751955326 +2024-11-21 16:30:11,938 - my_logger - INFO - ʼֱָͼ +2024-11-21 16:30:12,315 - my_logger - INFO - ָܺΪ1.024667400047019 +2024-11-21 16:30:12,316 - my_logger - INFO - ʼƽֱָͼ +2024-11-21 16:30:14,981 - my_logger - INFO - ָܺΪ5.6935378041118145 +2024-11-21 16:30:14,982 - my_logger - INFO - ʼֱָͼ +2024-11-21 16:30:17,165 - my_logger - INFO - ָܺΪ12.418347871336165 +2024-11-21 16:30:17,167 - my_logger - INFO - ʼܺ͵ͼ +2024-11-21 16:30:17,520 - my_logger - INFO - ܺ͵ͼ +2024-11-21 16:30:21,530 - my_logger - INFO - end +2024-11-21 16:30:21,530 - my_logger - INFO - ģѵ +2024-11-21 16:33:18,585 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 16:33:18,585 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 16:34:04,242 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:34:04,246 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:34:04,248 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:34:04,250 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:34:04,252 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:34:04,254 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:34:04,256 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-15 +2024-11-21 16:34:04,258 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 16:34:04,260 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 16:34:04,262 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-15 +2024-11-21 16:34:04,264 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-15 +2024-11-21 16:34:04,266 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-15 +2024-11-21 16:34:04,268 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:34:04,271 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:34:04,274 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:34:04,275 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 16:34:04,277 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 16:34:04,279 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 16:34:04,280 - my_logger - INFO - Column Ʒ was last updated at 2024-11-15 +2024-11-21 16:34:04,283 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-15 +2024-11-21 16:34:04,286 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 16:34:04,288 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 16:34:04,290 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-15 +2024-11-21 16:34:04,292 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 16:34:04,294 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-15 +2024-11-21 16:34:04,296 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-15 +2024-11-21 16:34:04,297 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-15 +2024-11-21 16:34:04,300 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-15 +2024-11-21 16:34:04,302 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-15 +2024-11-21 16:34:04,305 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 16:34:04,307 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 16:34:04,309 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 16:34:04,311 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 16:34:04,313 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-21 +2024-11-21 16:34:04,315 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-21 +2024-11-21 16:34:04,318 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-21 +2024-11-21 16:34:04,320 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:34:04,322 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:34:04,324 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:34:04,325 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-20 +2024-11-21 16:34:04,327 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-20 +2024-11-21 16:34:04,330 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-20 +2024-11-21 16:34:04,331 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-20 +2024-11-21 16:34:04,333 - my_logger - INFO - Column ͵һ was last updated at 2024-11-20 +2024-11-21 16:34:04,336 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 16:34:04,338 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 16:34:04,340 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-20 +2024-11-21 16:34:04,342 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-20 +2024-11-21 16:34:04,344 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-20 +2024-11-21 16:34:04,346 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-20 +2024-11-21 16:34:04,348 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-20 +2024-11-21 16:34:04,351 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-20 +2024-11-21 16:34:04,354 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-20 +2024-11-21 16:34:04,355 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-20 +2024-11-21 16:34:04,357 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-20 +2024-11-21 16:34:04,359 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 16:34:04,361 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 16:34:04,363 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 16:34:04,365 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 16:34:04,368 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-20 +2024-11-21 16:34:04,370 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-20 +2024-11-21 16:34:04,372 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-20 +2024-11-21 16:34:04,374 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-20 +2024-11-21 16:34:04,375 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-20 +2024-11-21 16:34:04,378 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-20 +2024-11-21 16:34:04,379 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-20 +2024-11-21 16:34:04,383 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-20 +2024-11-21 16:34:04,385 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-20 +2024-11-21 16:34:04,387 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-20 +2024-11-21 16:34:04,389 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-20 +2024-11-21 16:34:04,391 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 16:34:04,393 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-20 +2024-11-21 16:34:04,395 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-20 +2024-11-21 16:34:04,397 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 16:34:04,400 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-20 +2024-11-21 16:34:04,402 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-21 +2024-11-21 16:34:04,404 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-20 +2024-11-21 16:34:04,406 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-20 +2024-11-21 16:34:04,407 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-20 +2024-11-21 16:34:04,409 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-20 +2024-11-21 16:34:04,412 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-20 +2024-11-21 16:34:04,414 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 16:34:04,416 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-20 +2024-11-21 16:34:04,419 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 16:34:04,422 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 16:34:04,424 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 16:34:04,426 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-20 +2024-11-21 16:34:04,428 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-20 +2024-11-21 16:34:04,430 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-21 +2024-11-21 16:34:04,432 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-21 +2024-11-21 16:34:04,434 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 16:34:04,437 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 16:34:04,438 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-19 +2024-11-21 16:34:04,440 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 16:34:04,442 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 16:34:04,445 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 16:34:04,447 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-20 +2024-11-21 16:34:04,449 - my_logger - INFO - Column y was last updated at 2024-11-20 +2024-11-21 16:34:04,452 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 16:34:04,455 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-20 +2024-11-21 16:34:04,456 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-20 +2024-11-21 16:34:04,458 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-21 +2024-11-21 16:34:04,461 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-20 +2024-11-21 16:34:04,463 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-20 +2024-11-21 16:34:04,465 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-20 +2024-11-21 16:34:04,467 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-20 +2024-11-21 16:34:04,469 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-20 +2024-11-21 16:34:04,471 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-20 +2024-11-21 16:34:04,473 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-20 +2024-11-21 16:34:04,475 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-20 +2024-11-21 16:34:04,477 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-20 +2024-11-21 16:34:04,478 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-20 +2024-11-21 16:34:04,481 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-20 +2024-11-21 16:34:04,484 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-20 +2024-11-21 16:34:04,486 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-20 +2024-11-21 16:34:04,488 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-20 +2024-11-21 16:34:04,490 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 16:34:04,492 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 16:34:04,493 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-21 +2024-11-21 16:34:04,495 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 16:34:04,497 - my_logger - INFO - Column Brent* was last updated at 2024-11-20 +2024-11-21 16:34:04,500 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 16:34:04,502 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 16:34:04,504 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 16:34:04,507 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-20 +2024-11-21 16:34:04,509 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:34:04,510 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:34:04,512 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:34:04,514 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-20 +2024-11-21 16:34:04,517 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-20 +2024-11-21 16:34:04,519 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-20 +2024-11-21 16:34:04,521 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 16:34:04,523 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 16:34:04,525 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 16:34:04,527 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 16:34:04,529 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-20 +2024-11-21 16:34:04,532 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 16:34:04,534 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-20 +2024-11-21 16:34:04,537 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-20 +2024-11-21 16:34:04,539 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:34:04,540 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:34:04,542 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:34:04,544 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:34:04,546 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 16:34:04,548 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 16:34:04,550 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-20 +2024-11-21 16:34:04,554 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 16:34:04,556 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 16:34:04,558 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:34:04,559 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:34:04,561 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:34:04,563 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:34:04,565 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-15 +2024-11-21 16:34:04,568 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 16:34:04,570 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-15 +2024-11-21 16:34:04,572 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-15 +2024-11-21 16:34:04,574 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-15 +2024-11-21 16:34:04,576 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:34:04,577 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:34:04,579 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-15 +2024-11-21 16:34:04,581 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:34:04,584 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-15 +2024-11-21 16:34:04,586 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:34:04,588 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 16:34:04,590 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 16:34:04,592 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 16:34:04,594 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-15 +2024-11-21 16:34:04,596 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:34:04,598 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 16:34:04,600 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 16:34:04,602 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 16:34:04,604 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 16:34:04,606 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 16:34:04,608 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 16:34:04,609 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 16:34:04,611 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 16:34:04,613 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 16:34:04,616 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 16:34:04,618 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 16:34:04,621 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:34:04,623 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-15 +2024-11-21 16:34:04,625 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-15 +2024-11-21 16:34:04,627 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-15 +2024-11-21 16:34:04,629 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-15 +2024-11-21 16:34:04,630 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-15 +2024-11-21 16:34:04,633 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-15 +2024-11-21 16:34:04,635 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-15 +2024-11-21 16:34:04,638 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-15 +2024-11-21 16:34:04,640 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 16:34:04,641 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 16:34:04,643 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:34:04,645 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:34:04,648 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-15 +2024-11-21 16:34:04,650 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 16:34:04,652 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-15 +2024-11-21 16:34:04,654 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 16:34:04,656 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-20 +2024-11-21 16:34:04,658 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-20 +2024-11-21 16:34:04,660 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-20 +2024-11-21 16:34:04,662 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-20 +2024-11-21 16:34:04,664 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-20 +2024-11-21 16:34:04,666 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 16:34:04,668 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 16:34:04,671 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-20 +2024-11-21 16:34:04,672 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-20 +2024-11-21 16:34:04,674 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-20 +2024-11-21 16:34:04,676 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-20 +2024-11-21 16:34:04,679 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-20 +2024-11-21 16:34:04,681 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-20 +2024-11-21 16:34:04,684 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-20 +2024-11-21 16:34:04,687 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-20 +2024-11-21 16:34:04,689 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-20 +2024-11-21 16:34:04,691 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-20 +2024-11-21 16:34:04,693 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-20 +2024-11-21 16:34:04,695 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-20 +2024-11-21 16:34:04,697 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-20 +2024-11-21 16:34:04,700 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-20 +2024-11-21 16:34:04,702 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-20 +2024-11-21 16:34:04,704 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-20 +2024-11-21 16:34:04,706 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-20 +2024-11-21 16:34:04,708 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-20 +2024-11-21 16:34:04,710 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-20 +2024-11-21 16:34:04,712 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-20 +2024-11-21 16:34:04,714 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-20 +2024-11-21 16:34:04,717 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-20 +2024-11-21 16:34:04,719 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-19 +2024-11-21 16:34:04,720 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-20 +2024-11-21 16:34:04,722 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-20 +2024-11-21 16:34:04,724 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-20 +2024-11-21 16:34:04,726 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 16:34:04,728 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-20 +2024-11-21 16:34:04,730 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-19 +2024-11-21 16:34:04,733 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-20 +2024-11-21 16:34:04,735 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:34:04,737 - my_logger - INFO - Column DFL was last updated at 2024-11-20 +2024-11-21 16:34:04,739 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-20 +2024-11-21 16:34:04,741 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-21 +2024-11-21 16:34:04,743 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-20 +2024-11-21 16:34:04,745 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-20 +2024-11-21 16:34:04,747 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-20 +2024-11-21 16:34:04,749 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-20 +2024-11-21 16:34:04,752 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-20 +2024-11-21 16:34:04,754 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-21 +2024-11-21 16:34:04,756 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-20 +2024-11-21 16:34:04,758 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-20 +2024-11-21 16:34:04,760 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-20 +2024-11-21 16:34:04,762 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-20 +2024-11-21 16:34:04,764 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-21 +2024-11-21 16:34:04,766 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-19 +2024-11-21 16:34:04,769 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:34:04,772 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:34:04,773 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-19 +2024-11-21 16:34:04,775 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-19 +2024-11-21 16:34:04,778 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-20 +2024-11-21 16:34:04,779 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-21 +2024-11-21 16:34:04,781 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:34:04,784 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-20 +2024-11-21 16:34:04,786 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-21 +2024-11-21 16:34:04,788 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 16:34:04,790 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-19 +2024-11-21 16:34:04,792 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:34:04,794 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-19 +2024-11-21 16:34:04,796 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-19 +2024-11-21 16:34:04,798 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-20 +2024-11-21 16:34:04,799 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:34:04,802 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 16:34:04,804 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:34:04,807 - my_logger - INFO - Column SCȼ was last updated at 2024-11-19 +2024-11-21 16:34:04,809 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:34:04,811 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:34:04,813 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:34:04,815 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-19 +2024-11-21 16:34:04,818 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-20 +2024-11-21 16:34:04,820 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:34:04,822 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 16:34:04,825 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-20 +2024-11-21 16:34:04,826 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:34:04,828 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-20 +2024-11-21 16:34:04,830 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-20 +2024-11-21 16:34:04,833 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-20 +2024-11-21 16:34:04,835 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 16:34:04,838 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-21 +2024-11-21 16:34:04,840 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-20 +2024-11-21 16:34:04,841 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-20 +2024-11-21 16:34:04,843 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-20 +2024-11-21 16:34:04,845 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-20 +2024-11-21 16:34:04,848 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-20 +2024-11-21 16:34:04,851 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-20 +2024-11-21 16:34:04,854 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 16:34:04,855 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 16:34:04,857 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-20 +2024-11-21 16:34:04,859 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-19 +2024-11-21 16:34:04,861 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-20 +2024-11-21 16:34:04,862 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-20 +2024-11-21 16:34:04,864 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-20 +2024-11-21 16:34:04,866 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-20 +2024-11-21 16:34:04,881 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-20 +2024-11-21 16:34:04,886 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-20 +2024-11-21 16:34:04,890 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-20 +2024-11-21 16:34:04,892 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-20 +2024-11-21 16:34:04,895 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-20 +2024-11-21 16:34:04,898 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-20 +2024-11-21 16:34:04,903 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-20 +2024-11-21 16:34:04,906 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-20 +2024-11-21 16:34:04,909 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-20 +2024-11-21 16:34:04,912 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 16:34:04,914 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 16:34:04,917 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 16:34:04,921 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:34:04,925 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:34:04,929 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:34:04,930 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:34:04,934 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:34:04,937 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:34:04,939 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:34:04,941 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:34:04,943 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 16:34:04,945 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 16:34:04,947 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-20 +2024-11-21 16:34:04,951 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-20 +2024-11-21 16:34:04,954 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-19 +2024-11-21 16:34:04,956 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-20 +2024-11-21 16:34:04,957 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-20 +2024-11-21 16:34:04,959 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 16:34:04,961 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 16:34:04,963 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-20 +2024-11-21 16:34:04,965 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 16:34:04,969 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 16:34:04,971 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-20 +2024-11-21 16:34:04,973 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-20 +2024-11-21 16:34:04,975 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-20 +2024-11-21 16:34:04,977 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-20 +2024-11-21 16:34:04,979 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:34:04,981 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:34:04,983 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:34:04,986 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:34:04,987 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-15 +2024-11-21 16:34:04,990 - my_logger - INFO - Column ͬ was last updated at 2024-11-15 +2024-11-21 16:34:04,991 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-15 +2024-11-21 16:34:04,993 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 16:34:04,995 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 16:34:04,997 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 16:34:05,000 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 16:34:05,002 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 16:34:05,004 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-15 +2024-11-21 16:34:05,006 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 16:34:05,008 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 16:34:05,011 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-15 +2024-11-21 16:34:05,013 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 16:34:05,015 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 16:34:05,019 - my_logger - INFO - Column ò was last updated at 2024-11-15 +2024-11-21 16:34:05,022 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-15 +2024-11-21 16:34:05,024 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 16:34:05,026 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 16:34:05,028 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 16:34:05,030 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 16:34:05,031 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 16:34:05,035 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 16:34:05,037 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 16:34:05,039 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 16:34:05,040 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 16:34:05,045 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 16:34:05,047 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 16:34:05,050 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 16:34:05,052 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 16:34:05,054 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 16:34:05,056 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 16:34:05,058 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 16:34:05,061 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 16:34:05,063 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 16:34:05,065 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 16:34:05,067 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 16:34:05,069 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 16:34:05,071 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 16:34:05,074 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 16:34:05,076 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 16:34:05,079 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 16:34:05,081 - my_logger - INFO - Column ԭ was last updated at 2024-11-15 +2024-11-21 16:34:05,083 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 16:34:05,085 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-15 +2024-11-21 16:34:05,087 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 16:34:05,089 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 16:34:05,092 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-15 +2024-11-21 16:34:05,094 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 16:34:05,096 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 16:34:05,098 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-15 +2024-11-21 16:34:05,101 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 16:34:05,103 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 16:34:05,107 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 16:34:05,109 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-15 +2024-11-21 16:34:05,110 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 16:34:05,113 - my_logger - INFO - Column DOE-; was last updated at 2024-11-15 +2024-11-21 16:34:05,114 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-15 +2024-11-21 16:34:05,117 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-15 +2024-11-21 16:34:05,119 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-15 +2024-11-21 16:34:05,122 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-15 +2024-11-21 16:34:05,123 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-15 +2024-11-21 16:34:05,126 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-19 +2024-11-21 16:34:05,128 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-19 +2024-11-21 16:34:05,130 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-15 +2024-11-21 16:34:05,132 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-15 +2024-11-21 16:34:05,134 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-15 +2024-11-21 16:34:05,136 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-15 +2024-11-21 16:34:05,138 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 16:34:05,140 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 16:34:05,142 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 16:34:05,144 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,146 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:34:05,148 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:34:05,151 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,153 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,155 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,157 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,158 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,160 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,162 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,164 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:34:05,167 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,169 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:34:05,171 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,173 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 16:34:05,175 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,177 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 16:34:05,179 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,181 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,185 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,187 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,188 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,190 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 16:34:05,192 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,194 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,196 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,198 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,201 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,203 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,205 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,206 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,209 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,211 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,213 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,215 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,218 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,220 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,222 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,224 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,226 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,228 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,230 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,232 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,235 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,237 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,238 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 16:34:05,241 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,243 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 16:34:05,246 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,248 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,251 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,253 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,255 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,257 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 16:34:05,259 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,261 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,263 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,265 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,267 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,269 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 16:34:05,272 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,274 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,276 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,278 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,280 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,282 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,284 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,286 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,288 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,290 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,294 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,295 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,297 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,299 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,302 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,304 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,306 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,307 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,310 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,312 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,314 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:34:05,317 - my_logger - INFO - Column ˮλ was last updated at 2024-11-20 +2024-11-21 16:34:05,319 - my_logger - INFO - Column ovx index was last updated at 2024-11-20 +2024-11-21 16:34:05,321 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-20 +2024-11-21 16:34:05,323 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-20 +2024-11-21 16:34:05,325 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-20 +2024-11-21 16:34:05,327 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-20 +2024-11-21 16:34:05,330 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-15 +2024-11-21 16:34:05,332 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 16:34:05,335 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 16:34:05,337 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 16:34:05,339 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-19 +2024-11-21 16:34:05,342 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-20 +2024-11-21 16:34:05,344 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-20 +2024-11-21 16:34:05,348 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 16:34:05,350 - my_logger - INFO - ɾԤǰ(2517, 504) +2024-11-21 16:34:05,354 - my_logger - INFO - ɾԤ(2517, 429) +2024-11-21 16:34:05,355 - my_logger - INFO - ɾ²ǰ(2517, 429) +2024-11-21 16:34:05,838 - my_logger - INFO - ɾ²(2517, 425) +2024-11-21 16:34:05,842 - my_logger - INFO - ɾԤΪֵк(1781, 425) +2024-11-21 16:34:05,847 - my_logger - INFO - ɾȫΪֵк(1781, 354) +2024-11-21 16:34:09,296 - my_logger - INFO - ն(222) ܶ(130) ¶(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +217 C2403128043 +218 C2403150124 +219 FVHCM1 INDEX +220 GC1 COMB Comdty +221 C2404167855 + +[222 rows x 3 columns] +2024-11-21 16:34:09,309 - my_logger - INFO - Ϣܹ351,ն(222),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 16:34:09,311 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 16:34:10,416 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', y = '72.93' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 16:34:10,430 - my_logger - INFO - 60Ԥв͵ģƣPatchTST +2024-11-21 16:34:10,437 - my_logger - INFO - ʼѵģ... +2024-11-21 16:34:10,438 - my_logger - INFO - ģѵ +2024-11-21 16:34:10,438 - my_logger - INFO - ѵݻͼing +2024-11-21 16:34:11,315 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-21 00:00:00', NHITS = '73.02695', Informer = '74.880905', LSTM = '73.00687', iTransformer = '73.82856', TSMixer = '73.84927', TSMixerx = '74.90386', PatchTST = '72.881065', RNN = '74.24087', GRU = '73.30809', TCN = '74.552666', BiTCN = '73.27787', DilatedRNN = '72.32639', MLP = '73.24743', DLinear = '72.40385', NLinear = '73.783905', TFT = '72.98307', StemGNN = '74.90098', MLPMultivariate = '74.468864', TiDE = '74.01576', DeepNPTS = '74.939926' WHERE ds = '2024-11-21 00:00:00' +2024-11-21 16:34:13,212 - my_logger - INFO - ѵݻͼend +2024-11-21 16:34:13,213 - my_logger - INFO - ing +2024-11-21 16:34:13,464 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-21 16:34:15,939 - my_logger - INFO - ۸ָܺΪ67.35013124822429 +2024-11-21 16:34:15,941 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-21 16:34:18,023 - my_logger - INFO - ӦָܺΪ15.183483727336332 +2024-11-21 16:34:18,025 - my_logger - INFO - ʼֱָͼ +2024-11-21 16:34:20,164 - my_logger - INFO - ָܺΪ6.244451721494213 +2024-11-21 16:34:20,166 - my_logger - INFO - ʼƿֱָͼ +2024-11-21 16:34:22,719 - my_logger - INFO - ָܺΪ19.08520469997553 +2024-11-21 16:34:22,720 - my_logger - INFO - ʼڻгֱָͼ +2024-11-21 16:34:25,010 - my_logger - INFO - ڻгָܺΪ49.963510751955326 +2024-11-21 16:34:25,011 - my_logger - INFO - ʼֱָͼ +2024-11-21 16:34:25,376 - my_logger - INFO - ָܺΪ1.024667400047019 +2024-11-21 16:34:25,378 - my_logger - INFO - ʼƽֱָͼ +2024-11-21 16:34:27,966 - my_logger - INFO - ָܺΪ5.6935378041118145 +2024-11-21 16:34:27,967 - my_logger - INFO - ʼֱָͼ +2024-11-21 16:34:30,176 - my_logger - INFO - ָܺΪ12.418347871336165 +2024-11-21 16:34:30,177 - my_logger - INFO - ʼܺ͵ͼ +2024-11-21 16:34:30,536 - my_logger - INFO - ܺ͵ͼ +2024-11-21 16:34:34,482 - my_logger - INFO - end +2024-11-21 16:34:34,482 - my_logger - INFO - ģѵ +2024-11-21 16:35:16,216 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 16:35:16,217 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 16:36:01,939 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:36:01,943 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:36:01,945 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:36:01,947 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:36:01,950 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:36:01,953 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 16:36:01,955 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-15 +2024-11-21 16:36:01,957 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 16:36:01,959 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 16:36:01,961 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-15 +2024-11-21 16:36:01,963 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-15 +2024-11-21 16:36:01,965 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-15 +2024-11-21 16:36:01,968 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:36:01,970 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:36:01,973 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 16:36:01,974 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 16:36:01,976 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 16:36:01,978 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 16:36:01,980 - my_logger - INFO - Column Ʒ was last updated at 2024-11-15 +2024-11-21 16:36:01,982 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-15 +2024-11-21 16:36:01,985 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 16:36:01,987 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 16:36:01,989 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-15 +2024-11-21 16:36:01,991 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 16:36:01,994 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-15 +2024-11-21 16:36:01,996 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-15 +2024-11-21 16:36:01,998 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-15 +2024-11-21 16:36:02,000 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-15 +2024-11-21 16:36:02,002 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-15 +2024-11-21 16:36:02,004 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 16:36:02,006 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 16:36:02,008 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 16:36:02,010 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 16:36:02,013 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-21 +2024-11-21 16:36:02,015 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-21 +2024-11-21 16:36:02,017 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-21 +2024-11-21 16:36:02,020 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:36:02,022 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:36:02,024 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-20 +2024-11-21 16:36:02,026 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-20 +2024-11-21 16:36:02,028 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-20 +2024-11-21 16:36:02,030 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-20 +2024-11-21 16:36:02,032 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-20 +2024-11-21 16:36:02,034 - my_logger - INFO - Column ͵һ was last updated at 2024-11-20 +2024-11-21 16:36:02,036 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 16:36:02,039 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 16:36:02,041 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-20 +2024-11-21 16:36:02,043 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-20 +2024-11-21 16:36:02,045 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-20 +2024-11-21 16:36:02,047 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-20 +2024-11-21 16:36:02,050 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-20 +2024-11-21 16:36:02,052 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-20 +2024-11-21 16:36:02,054 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-20 +2024-11-21 16:36:02,056 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-20 +2024-11-21 16:36:02,058 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-20 +2024-11-21 16:36:02,060 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 16:36:02,061 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 16:36:02,063 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 16:36:02,065 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 16:36:02,068 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-20 +2024-11-21 16:36:02,071 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-20 +2024-11-21 16:36:02,073 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-20 +2024-11-21 16:36:02,074 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-20 +2024-11-21 16:36:02,076 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-20 +2024-11-21 16:36:02,078 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-20 +2024-11-21 16:36:02,081 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-20 +2024-11-21 16:36:02,083 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-20 +2024-11-21 16:36:02,086 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-20 +2024-11-21 16:36:02,088 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-20 +2024-11-21 16:36:02,089 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-20 +2024-11-21 16:36:02,091 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 16:36:02,093 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-20 +2024-11-21 16:36:02,095 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-20 +2024-11-21 16:36:02,097 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 16:36:02,099 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-20 +2024-11-21 16:36:02,102 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-21 +2024-11-21 16:36:02,104 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-20 +2024-11-21 16:36:02,106 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-20 +2024-11-21 16:36:02,108 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-20 +2024-11-21 16:36:02,109 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-20 +2024-11-21 16:36:02,113 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-20 +2024-11-21 16:36:02,114 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 16:36:02,117 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-20 +2024-11-21 16:36:02,119 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 16:36:02,122 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 16:36:02,124 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 16:36:02,126 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-20 +2024-11-21 16:36:02,128 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-20 +2024-11-21 16:36:02,130 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-21 +2024-11-21 16:36:02,132 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-21 +2024-11-21 16:36:02,135 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 16:36:02,137 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 16:36:02,139 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-19 +2024-11-21 16:36:02,141 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 16:36:02,142 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 16:36:02,144 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 16:36:02,146 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-20 +2024-11-21 16:36:02,149 - my_logger - INFO - Column y was last updated at 2024-11-20 +2024-11-21 16:36:02,151 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 16:36:02,155 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-20 +2024-11-21 16:36:02,156 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-20 +2024-11-21 16:36:02,158 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-21 +2024-11-21 16:36:02,160 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-20 +2024-11-21 16:36:02,162 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-20 +2024-11-21 16:36:02,164 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-20 +2024-11-21 16:36:02,166 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-20 +2024-11-21 16:36:02,168 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-20 +2024-11-21 16:36:02,170 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-20 +2024-11-21 16:36:02,172 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-20 +2024-11-21 16:36:02,175 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-20 +2024-11-21 16:36:02,177 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-20 +2024-11-21 16:36:02,179 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-20 +2024-11-21 16:36:02,181 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-20 +2024-11-21 16:36:02,184 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-20 +2024-11-21 16:36:02,186 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-20 +2024-11-21 16:36:02,188 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-20 +2024-11-21 16:36:02,190 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 16:36:02,192 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 16:36:02,193 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-21 +2024-11-21 16:36:02,196 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 16:36:02,199 - my_logger - INFO - Column Brent* was last updated at 2024-11-20 +2024-11-21 16:36:02,201 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 16:36:02,204 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 16:36:02,206 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 16:36:02,208 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-20 +2024-11-21 16:36:02,210 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:36:02,212 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:36:02,214 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 16:36:02,217 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-20 +2024-11-21 16:36:02,219 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-20 +2024-11-21 16:36:02,222 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-20 +2024-11-21 16:36:02,224 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 16:36:02,226 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 16:36:02,228 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 16:36:02,230 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 16:36:02,232 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-20 +2024-11-21 16:36:02,236 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 16:36:02,237 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-20 +2024-11-21 16:36:02,239 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-20 +2024-11-21 16:36:02,241 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:36:02,244 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:36:02,246 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:36:02,248 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 16:36:02,251 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 16:36:02,253 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 16:36:02,255 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-20 +2024-11-21 16:36:02,257 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 16:36:02,259 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 16:36:02,261 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:36:02,263 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:36:02,265 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 16:36:02,267 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:36:02,269 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-15 +2024-11-21 16:36:02,271 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 16:36:02,273 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-15 +2024-11-21 16:36:02,275 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-15 +2024-11-21 16:36:02,277 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-15 +2024-11-21 16:36:02,280 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:36:02,282 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:36:02,285 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-15 +2024-11-21 16:36:02,287 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:36:02,289 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-15 +2024-11-21 16:36:02,291 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-15 +2024-11-21 16:36:02,293 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 16:36:02,295 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 16:36:02,297 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 16:36:02,298 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-15 +2024-11-21 16:36:02,301 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:36:02,303 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 16:36:02,305 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 16:36:02,307 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 16:36:02,310 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 16:36:02,312 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 16:36:02,314 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 16:36:02,316 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 16:36:02,318 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 16:36:02,320 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 16:36:02,322 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 16:36:02,337 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 16:36:02,340 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:36:02,344 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-15 +2024-11-21 16:36:02,347 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-15 +2024-11-21 16:36:02,351 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-15 +2024-11-21 16:36:02,354 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-15 +2024-11-21 16:36:02,358 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-15 +2024-11-21 16:36:02,361 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-15 +2024-11-21 16:36:02,364 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-15 +2024-11-21 16:36:02,367 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-15 +2024-11-21 16:36:02,370 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 16:36:02,372 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 16:36:02,374 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 16:36:02,378 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 16:36:02,381 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-15 +2024-11-21 16:36:02,386 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 16:36:02,389 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-15 +2024-11-21 16:36:02,391 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 16:36:02,393 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-20 +2024-11-21 16:36:02,395 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-20 +2024-11-21 16:36:02,397 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-20 +2024-11-21 16:36:02,399 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-20 +2024-11-21 16:36:02,402 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-20 +2024-11-21 16:36:02,404 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 16:36:02,407 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 16:36:02,409 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-20 +2024-11-21 16:36:02,411 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-20 +2024-11-21 16:36:02,413 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-20 +2024-11-21 16:36:02,415 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-20 +2024-11-21 16:36:02,418 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-20 +2024-11-21 16:36:02,420 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-20 +2024-11-21 16:36:02,422 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-20 +2024-11-21 16:36:02,424 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-20 +2024-11-21 16:36:02,426 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-20 +2024-11-21 16:36:02,428 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-20 +2024-11-21 16:36:02,430 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-20 +2024-11-21 16:36:02,432 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-20 +2024-11-21 16:36:02,434 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-20 +2024-11-21 16:36:02,437 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-20 +2024-11-21 16:36:02,438 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-20 +2024-11-21 16:36:02,441 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-20 +2024-11-21 16:36:02,443 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-20 +2024-11-21 16:36:02,445 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-20 +2024-11-21 16:36:02,447 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-20 +2024-11-21 16:36:02,449 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-20 +2024-11-21 16:36:02,452 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-20 +2024-11-21 16:36:02,454 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-20 +2024-11-21 16:36:02,456 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-19 +2024-11-21 16:36:02,458 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-20 +2024-11-21 16:36:02,460 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-20 +2024-11-21 16:36:02,462 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-20 +2024-11-21 16:36:02,464 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 16:36:02,466 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-20 +2024-11-21 16:36:02,468 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-19 +2024-11-21 16:36:02,471 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-20 +2024-11-21 16:36:02,473 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:36:02,475 - my_logger - INFO - Column DFL was last updated at 2024-11-20 +2024-11-21 16:36:02,477 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-20 +2024-11-21 16:36:02,480 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-21 +2024-11-21 16:36:02,481 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-20 +2024-11-21 16:36:02,484 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-20 +2024-11-21 16:36:02,486 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-20 +2024-11-21 16:36:02,488 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-20 +2024-11-21 16:36:02,490 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-20 +2024-11-21 16:36:02,493 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-21 +2024-11-21 16:36:02,495 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-20 +2024-11-21 16:36:02,497 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-20 +2024-11-21 16:36:02,499 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-20 +2024-11-21 16:36:02,502 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-20 +2024-11-21 16:36:02,505 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-21 +2024-11-21 16:36:02,507 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-19 +2024-11-21 16:36:02,509 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:36:02,511 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:36:02,513 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-19 +2024-11-21 16:36:02,515 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-19 +2024-11-21 16:36:02,518 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-20 +2024-11-21 16:36:02,520 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-21 +2024-11-21 16:36:02,522 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 16:36:02,524 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-20 +2024-11-21 16:36:02,526 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-21 +2024-11-21 16:36:02,528 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 16:36:02,530 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-19 +2024-11-21 16:36:02,532 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:36:02,535 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-19 +2024-11-21 16:36:02,537 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-19 +2024-11-21 16:36:02,539 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-20 +2024-11-21 16:36:02,541 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:36:02,543 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 16:36:02,545 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 16:36:02,547 - my_logger - INFO - Column SCȼ was last updated at 2024-11-19 +2024-11-21 16:36:02,550 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:36:02,553 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:36:02,555 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:36:02,556 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-19 +2024-11-21 16:36:02,557 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-20 +2024-11-21 16:36:02,560 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:36:02,562 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 16:36:02,564 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-20 +2024-11-21 16:36:02,566 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 16:36:02,568 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-20 +2024-11-21 16:36:02,571 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-20 +2024-11-21 16:36:02,573 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-20 +2024-11-21 16:36:02,574 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 16:36:02,576 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-21 +2024-11-21 16:36:02,578 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-20 +2024-11-21 16:36:02,581 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-20 +2024-11-21 16:36:02,583 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-20 +2024-11-21 16:36:02,586 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-20 +2024-11-21 16:36:02,589 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-20 +2024-11-21 16:36:02,590 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-20 +2024-11-21 16:36:02,592 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 16:36:02,594 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 16:36:02,596 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-20 +2024-11-21 16:36:02,598 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-19 +2024-11-21 16:36:02,600 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-20 +2024-11-21 16:36:02,603 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-20 +2024-11-21 16:36:02,605 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-20 +2024-11-21 16:36:02,607 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-20 +2024-11-21 16:36:02,608 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-20 +2024-11-21 16:36:02,611 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-20 +2024-11-21 16:36:02,613 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-20 +2024-11-21 16:36:02,615 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-20 +2024-11-21 16:36:02,618 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-20 +2024-11-21 16:36:02,620 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-20 +2024-11-21 16:36:02,622 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-20 +2024-11-21 16:36:02,624 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-20 +2024-11-21 16:36:02,626 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-20 +2024-11-21 16:36:02,627 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 16:36:02,629 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 16:36:02,631 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 16:36:02,633 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:36:02,636 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:36:02,638 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:36:02,640 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-21 +2024-11-21 16:36:02,642 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:36:02,644 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:36:02,646 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:36:02,649 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 16:36:02,651 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 16:36:02,653 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 16:36:02,655 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-20 +2024-11-21 16:36:02,657 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-20 +2024-11-21 16:36:02,659 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-19 +2024-11-21 16:36:02,661 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-20 +2024-11-21 16:36:02,663 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-20 +2024-11-21 16:36:02,665 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 16:36:02,668 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 16:36:02,671 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-20 +2024-11-21 16:36:02,673 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 16:36:02,674 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 16:36:02,676 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-20 +2024-11-21 16:36:02,678 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-20 +2024-11-21 16:36:02,681 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-20 +2024-11-21 16:36:02,683 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-20 +2024-11-21 16:36:02,686 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:36:02,688 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:36:02,690 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:36:02,692 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 16:36:02,694 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-15 +2024-11-21 16:36:02,696 - my_logger - INFO - Column ͬ was last updated at 2024-11-15 +2024-11-21 16:36:02,697 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-15 +2024-11-21 16:36:02,701 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 16:36:02,703 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 16:36:02,705 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 16:36:02,707 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 16:36:02,709 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 16:36:02,711 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-15 +2024-11-21 16:36:02,713 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 16:36:02,715 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 16:36:02,717 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-15 +2024-11-21 16:36:02,720 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 16:36:02,722 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 16:36:02,724 - my_logger - INFO - Column ò was last updated at 2024-11-15 +2024-11-21 16:36:02,726 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-15 +2024-11-21 16:36:02,727 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 16:36:02,729 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 16:36:02,731 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 16:36:02,733 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 16:36:02,735 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 16:36:02,737 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 16:36:02,739 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 16:36:02,741 - 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Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:36:02,998 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:36:03,001 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:36:03,004 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:36:03,006 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 16:36:03,008 - my_logger - INFO - Column ˮλ was last updated at 2024-11-20 +2024-11-21 16:36:03,010 - my_logger - INFO - Column ovx index was last updated at 2024-11-20 +2024-11-21 16:36:03,012 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-20 +2024-11-21 16:36:03,014 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-20 +2024-11-21 16:36:03,016 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-20 +2024-11-21 16:36:03,019 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-20 +2024-11-21 16:36:03,021 - my_logger - 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INFO - ɾԤΪֵк(1781, 425) +2024-11-21 16:36:03,569 - my_logger - INFO - ɾȫΪֵк(1781, 354) +2024-11-21 16:36:07,023 - my_logger - INFO - ն(222) ܶ(130) ¶(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +217 C2403128043 +218 C2403150124 +219 FVHCM1 INDEX +220 GC1 COMB Comdty +221 C2404167855 + +[222 rows x 3 columns] +2024-11-21 16:36:07,037 - my_logger - INFO - Ϣܹ351,ն(222),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 16:36:07,038 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 16:36:08,162 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', y = '72.93' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 16:36:08,177 - my_logger - INFO - 60Ԥв͵ģƣPatchTST +2024-11-21 16:36:08,185 - my_logger - INFO - ʼѵģ... +2024-11-21 16:36:08,185 - my_logger - INFO - ģѵ +2024-11-21 16:36:08,186 - my_logger - INFO - ѵݻͼing +2024-11-21 16:36:09,091 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-21 00:00:00', NHITS = '73.02695', Informer = '74.880905', LSTM = '73.00687', iTransformer = '73.82856', TSMixer = '73.84927', TSMixerx = '74.90386', PatchTST = '72.881065', RNN = '74.24087', GRU = '73.30809', TCN = '74.552666', BiTCN = '73.27787', DilatedRNN = '72.32639', MLP = '73.24743', DLinear = '72.40385', NLinear = '73.783905', TFT = '72.98307', StemGNN = '74.90098', MLPMultivariate = '74.468864', TiDE = '74.01576', DeepNPTS = '74.939926' WHERE ds = '2024-11-21 00:00:00' +2024-11-21 16:36:10,872 - my_logger - INFO - ѵݻͼend +2024-11-21 16:36:10,873 - my_logger - INFO - ing +2024-11-21 16:36:11,126 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-21 16:36:13,624 - my_logger - INFO - ۸ָܺΪ67.35013124822429 +2024-11-21 16:36:13,627 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-21 16:36:15,798 - my_logger - INFO - ӦָܺΪ15.183483727336332 +2024-11-21 16:36:15,799 - my_logger - INFO - ʼֱָͼ +2024-11-21 16:36:17,989 - my_logger - INFO - ָܺΪ6.244451721494213 +2024-11-21 16:36:17,990 - my_logger - INFO - ʼƿֱָͼ +2024-11-21 16:36:20,525 - my_logger - INFO - ָܺΪ19.08520469997553 +2024-11-21 16:36:20,526 - my_logger - INFO - ʼڻгֱָͼ +2024-11-21 16:36:22,851 - my_logger - INFO - ڻгָܺΪ49.963510751955326 +2024-11-21 16:36:22,852 - my_logger - INFO - ʼֱָͼ +2024-11-21 16:36:23,249 - my_logger - INFO - ָܺΪ1.024667400047019 +2024-11-21 16:36:23,250 - my_logger - INFO - ʼƽֱָͼ +2024-11-21 16:36:25,959 - my_logger - INFO - ָܺΪ5.6935378041118145 +2024-11-21 16:36:25,960 - my_logger - INFO - ʼֱָͼ +2024-11-21 16:36:28,176 - my_logger - INFO - ָܺΪ12.418347871336165 +2024-11-21 16:36:28,178 - my_logger - INFO - ʼܺ͵ͼ +2024-11-21 16:36:28,544 - my_logger - INFO - ܺ͵ͼ +2024-11-21 16:36:32,469 - my_logger - INFO - end +2024-11-21 16:36:32,469 - my_logger - INFO - ģѵ +2024-11-21 17:25:07,361 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 17:25:07,361 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 17:25:55,094 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:25:55,097 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:25:55,099 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:25:55,101 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:25:55,105 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:25:55,107 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:25:55,110 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-15 +2024-11-21 17:25:55,112 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 17:25:55,115 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 17:25:55,117 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-15 +2024-11-21 17:25:55,119 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-15 +2024-11-21 17:25:55,121 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-15 +2024-11-21 17:25:55,124 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 17:25:55,127 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 17:25:55,129 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 17:25:55,131 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 17:25:55,134 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 17:25:55,137 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 17:25:55,139 - my_logger - INFO - Column Ʒ was last updated at 2024-11-15 +2024-11-21 17:25:55,142 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-15 +2024-11-21 17:25:55,144 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 17:25:55,146 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 17:25:55,148 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-15 +2024-11-21 17:25:55,151 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 17:25:55,153 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-15 +2024-11-21 17:25:55,155 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-15 +2024-11-21 17:25:55,158 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-15 +2024-11-21 17:25:55,161 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-15 +2024-11-21 17:25:55,163 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-15 +2024-11-21 17:25:55,166 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 17:25:55,168 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 17:25:55,170 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 17:25:55,172 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 17:25:55,176 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-21 +2024-11-21 17:25:55,178 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-21 +2024-11-21 17:25:55,182 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-21 +2024-11-21 17:25:55,184 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-20 +2024-11-21 17:25:55,186 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-20 +2024-11-21 17:25:55,189 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-20 +2024-11-21 17:25:55,191 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-20 +2024-11-21 17:25:55,194 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-20 +2024-11-21 17:25:55,197 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-20 +2024-11-21 17:25:55,199 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-20 +2024-11-21 17:25:55,201 - my_logger - INFO - Column ͵һ was last updated at 2024-11-20 +2024-11-21 17:25:55,203 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 17:25:55,205 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 17:25:55,208 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-20 +2024-11-21 17:25:55,210 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-20 +2024-11-21 17:25:55,213 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-20 +2024-11-21 17:25:55,216 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-20 +2024-11-21 17:25:55,218 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-20 +2024-11-21 17:25:55,221 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-20 +2024-11-21 17:25:55,223 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-20 +2024-11-21 17:25:55,226 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-20 +2024-11-21 17:25:55,229 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-20 +2024-11-21 17:25:55,231 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 17:25:55,234 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 17:25:55,236 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 17:25:55,238 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 17:25:55,241 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-20 +2024-11-21 17:25:55,243 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-20 +2024-11-21 17:25:55,245 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-20 +2024-11-21 17:25:55,247 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-20 +2024-11-21 17:25:55,250 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-20 +2024-11-21 17:25:55,252 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-20 +2024-11-21 17:25:55,255 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-20 +2024-11-21 17:25:55,257 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-20 +2024-11-21 17:25:55,260 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-20 +2024-11-21 17:25:55,263 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-20 +2024-11-21 17:25:55,265 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-20 +2024-11-21 17:25:55,267 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 17:25:55,269 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-20 +2024-11-21 17:25:55,272 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-20 +2024-11-21 17:25:55,274 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 17:25:55,275 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-20 +2024-11-21 17:25:55,278 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-21 +2024-11-21 17:25:55,281 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-20 +2024-11-21 17:25:55,284 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-20 +2024-11-21 17:25:55,286 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-20 +2024-11-21 17:25:55,289 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-20 +2024-11-21 17:25:55,291 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-20 +2024-11-21 17:25:55,293 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 17:25:55,296 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-20 +2024-11-21 17:25:55,298 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 17:25:55,301 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 17:25:55,303 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 17:25:55,305 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-20 +2024-11-21 17:25:55,307 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-20 +2024-11-21 17:25:55,309 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-21 +2024-11-21 17:25:55,312 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-21 +2024-11-21 17:25:55,314 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 17:25:55,316 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 17:25:55,318 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-19 +2024-11-21 17:25:55,321 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 17:25:55,323 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 17:25:55,326 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 17:25:55,330 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-20 +2024-11-21 17:25:55,332 - my_logger - INFO - Column y was last updated at 2024-11-20 +2024-11-21 17:25:55,334 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 17:25:55,336 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-20 +2024-11-21 17:25:55,338 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-20 +2024-11-21 17:25:55,340 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-21 +2024-11-21 17:25:55,342 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-20 +2024-11-21 17:25:55,345 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-20 +2024-11-21 17:25:55,347 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-20 +2024-11-21 17:25:55,350 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-20 +2024-11-21 17:25:55,352 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-20 +2024-11-21 17:25:55,353 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-20 +2024-11-21 17:25:55,355 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-20 +2024-11-21 17:25:55,357 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-20 +2024-11-21 17:25:55,361 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-20 +2024-11-21 17:25:55,362 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-20 +2024-11-21 17:25:55,365 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-20 +2024-11-21 17:25:55,367 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-20 +2024-11-21 17:25:55,369 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-20 +2024-11-21 17:25:55,372 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-20 +2024-11-21 17:25:55,374 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 17:25:55,376 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 17:25:55,379 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-21 +2024-11-21 17:25:55,381 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 17:25:55,383 - my_logger - INFO - Column Brent* was last updated at 2024-11-20 +2024-11-21 17:25:55,385 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 17:25:55,387 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 17:25:55,390 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 17:25:55,392 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-20 +2024-11-21 17:25:55,396 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 17:25:55,398 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 17:25:55,400 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 17:25:55,402 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-20 +2024-11-21 17:25:55,404 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-20 +2024-11-21 17:25:55,406 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-20 +2024-11-21 17:25:55,408 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 17:25:55,411 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 17:25:55,413 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 17:25:55,415 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 17:25:55,417 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-20 +2024-11-21 17:25:55,419 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 17:25:55,422 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-20 +2024-11-21 17:25:55,424 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-20 +2024-11-21 17:25:55,427 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 17:25:55,430 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 17:25:55,432 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 17:25:55,434 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 17:25:55,435 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 17:25:55,438 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 17:25:55,440 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-20 +2024-11-21 17:25:55,442 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 17:25:55,445 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 17:25:55,447 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 17:25:55,449 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 17:25:55,451 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 17:25:55,453 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-15 +2024-11-21 17:25:55,455 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-15 +2024-11-21 17:25:55,458 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 17:25:55,460 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-15 +2024-11-21 17:25:55,462 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-15 +2024-11-21 17:25:55,464 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-15 +2024-11-21 17:25:55,466 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 17:25:55,468 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 17:25:55,470 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-15 +2024-11-21 17:25:55,473 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 17:25:55,475 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-15 +2024-11-21 17:25:55,477 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-15 +2024-11-21 17:25:55,480 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 17:25:55,482 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 17:25:55,485 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 17:25:55,488 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-15 +2024-11-21 17:25:55,490 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 17:25:55,492 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 17:25:55,495 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 17:25:55,497 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 17:25:55,500 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 17:25:55,502 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 17:25:55,504 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 17:25:55,506 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 17:25:55,508 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 17:25:55,511 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 17:25:55,514 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 17:25:55,516 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 17:25:55,518 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 17:25:55,521 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-15 +2024-11-21 17:25:55,523 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-15 +2024-11-21 17:25:55,524 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-15 +2024-11-21 17:25:55,528 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-15 +2024-11-21 17:25:55,530 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-15 +2024-11-21 17:25:55,532 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-15 +2024-11-21 17:25:55,535 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-15 +2024-11-21 17:25:55,536 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-15 +2024-11-21 17:25:55,538 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 17:25:55,540 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 17:25:55,543 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 17:25:55,546 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 17:25:55,548 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-15 +2024-11-21 17:25:55,550 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 17:25:55,552 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-15 +2024-11-21 17:25:55,554 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 17:25:55,556 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-20 +2024-11-21 17:25:55,559 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-20 +2024-11-21 17:25:55,562 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-20 +2024-11-21 17:25:55,564 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-20 +2024-11-21 17:25:55,566 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-20 +2024-11-21 17:25:55,568 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 17:25:55,570 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 17:25:55,572 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-20 +2024-11-21 17:25:55,574 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-20 +2024-11-21 17:25:55,577 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-20 +2024-11-21 17:25:55,593 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-20 +2024-11-21 17:25:55,599 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-20 +2024-11-21 17:25:55,602 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-20 +2024-11-21 17:25:55,605 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-20 +2024-11-21 17:25:55,609 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-20 +2024-11-21 17:25:55,613 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-20 +2024-11-21 17:25:55,617 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-20 +2024-11-21 17:25:55,621 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-20 +2024-11-21 17:25:55,624 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-20 +2024-11-21 17:25:55,628 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-20 +2024-11-21 17:25:55,631 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-20 +2024-11-21 17:25:55,632 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-20 +2024-11-21 17:25:55,635 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-20 +2024-11-21 17:25:55,637 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-20 +2024-11-21 17:25:55,639 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-20 +2024-11-21 17:25:55,643 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-20 +2024-11-21 17:25:55,647 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-20 +2024-11-21 17:25:55,651 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-20 +2024-11-21 17:25:55,655 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-20 +2024-11-21 17:25:55,659 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-19 +2024-11-21 17:25:55,663 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-20 +2024-11-21 17:25:55,666 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-20 +2024-11-21 17:25:55,669 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-20 +2024-11-21 17:25:55,672 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 17:25:55,674 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-20 +2024-11-21 17:25:55,677 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-19 +2024-11-21 17:25:55,679 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-20 +2024-11-21 17:25:55,681 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:25:55,683 - my_logger - INFO - Column DFL was last updated at 2024-11-20 +2024-11-21 17:25:55,686 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-20 +2024-11-21 17:25:55,689 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-21 +2024-11-21 17:25:55,691 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-20 +2024-11-21 17:25:55,694 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-20 +2024-11-21 17:25:55,697 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-20 +2024-11-21 17:25:55,699 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-20 +2024-11-21 17:25:55,701 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-20 +2024-11-21 17:25:55,703 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-21 +2024-11-21 17:25:55,705 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-20 +2024-11-21 17:25:55,708 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-20 +2024-11-21 17:25:55,710 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-20 +2024-11-21 17:25:55,713 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-20 +2024-11-21 17:25:55,716 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-21 +2024-11-21 17:25:55,719 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-19 +2024-11-21 17:25:55,721 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 17:25:55,724 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-21 +2024-11-21 17:25:55,728 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-19 +2024-11-21 17:25:55,731 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-19 +2024-11-21 17:25:55,734 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-20 +2024-11-21 17:25:55,737 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-21 +2024-11-21 17:25:55,739 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 17:25:55,741 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-20 +2024-11-21 17:25:55,744 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-21 +2024-11-21 17:25:55,746 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 17:25:55,749 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-19 +2024-11-21 17:25:55,752 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-19 +2024-11-21 17:25:55,754 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-19 +2024-11-21 17:25:55,756 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-19 +2024-11-21 17:25:55,758 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-20 +2024-11-21 17:25:55,762 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 17:25:55,764 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 17:25:55,767 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 17:25:55,769 - my_logger - INFO - Column SCȼ was last updated at 2024-11-19 +2024-11-21 17:25:55,771 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:25:55,772 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:25:55,775 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:25:55,778 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-19 +2024-11-21 17:25:55,780 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-20 +2024-11-21 17:25:55,783 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:25:55,784 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 17:25:55,786 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-20 +2024-11-21 17:25:55,789 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:25:55,791 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-20 +2024-11-21 17:25:55,795 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-20 +2024-11-21 17:25:55,796 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-20 +2024-11-21 17:25:55,799 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 17:25:55,801 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-21 +2024-11-21 17:25:55,803 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-20 +2024-11-21 17:25:55,805 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-20 +2024-11-21 17:25:55,807 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-20 +2024-11-21 17:25:55,810 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-20 +2024-11-21 17:25:55,814 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-20 +2024-11-21 17:25:55,817 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-20 +2024-11-21 17:25:55,819 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 17:25:55,821 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 17:25:55,824 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-20 +2024-11-21 17:25:55,826 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-19 +2024-11-21 17:25:55,829 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-20 +2024-11-21 17:25:55,831 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-20 +2024-11-21 17:25:55,833 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-20 +2024-11-21 17:25:55,836 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-20 +2024-11-21 17:25:55,838 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-20 +2024-11-21 17:25:55,840 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-20 +2024-11-21 17:25:55,843 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-20 +2024-11-21 17:25:55,845 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-20 +2024-11-21 17:25:55,847 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-20 +2024-11-21 17:25:55,849 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-20 +2024-11-21 17:25:55,851 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-20 +2024-11-21 17:25:55,853 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-20 +2024-11-21 17:25:55,855 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-20 +2024-11-21 17:25:55,858 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 17:25:55,861 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 17:25:55,864 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 17:25:55,866 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-21 +2024-11-21 17:25:55,868 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-21 +2024-11-21 17:25:55,870 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-21 +2024-11-21 17:25:55,872 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-21 +2024-11-21 17:25:55,874 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 17:25:55,877 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 17:25:55,880 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 17:25:55,882 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 17:25:55,884 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 17:25:55,886 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 17:25:55,888 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-20 +2024-11-21 17:25:55,891 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-20 +2024-11-21 17:25:55,894 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-19 +2024-11-21 17:25:55,896 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-20 +2024-11-21 17:25:55,898 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-20 +2024-11-21 17:25:55,900 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 17:25:55,903 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 17:25:55,905 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-20 +2024-11-21 17:25:55,907 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 17:25:55,909 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 17:25:55,912 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-20 +2024-11-21 17:25:55,914 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-20 +2024-11-21 17:25:55,916 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-20 +2024-11-21 17:25:55,918 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-20 +2024-11-21 17:25:55,920 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 17:25:55,922 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 17:25:55,925 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 17:25:55,928 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 17:25:55,930 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-15 +2024-11-21 17:25:55,932 - my_logger - INFO - Column ͬ was last updated at 2024-11-15 +2024-11-21 17:25:55,933 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-15 +2024-11-21 17:25:55,936 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 17:25:55,938 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 17:25:55,940 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 17:25:55,942 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 17:25:55,944 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 17:25:55,947 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-15 +2024-11-21 17:25:55,949 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 17:25:55,952 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 17:25:55,954 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-15 +2024-11-21 17:25:55,956 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 17:25:55,958 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 17:25:55,961 - my_logger - INFO - Column ò was last updated at 2024-11-15 +2024-11-21 17:25:55,964 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-15 +2024-11-21 17:25:55,965 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 17:25:55,968 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 17:25:55,970 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 17:25:55,972 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 17:25:55,974 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 17:25:55,976 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 17:25:55,979 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 17:25:55,981 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 17:25:55,984 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 17:25:55,986 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 17:25:55,989 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 17:25:55,991 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 17:25:55,993 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 17:25:55,996 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 17:25:55,998 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 17:25:56,000 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 17:25:56,002 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 17:25:56,005 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 17:25:56,007 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 17:25:56,009 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 17:25:56,011 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 17:25:56,014 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 17:25:56,016 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 17:25:56,019 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 17:25:56,021 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 17:25:56,023 - my_logger - INFO - Column ԭ was last updated at 2024-11-15 +2024-11-21 17:25:56,025 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 17:25:56,028 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-15 +2024-11-21 17:25:56,030 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 17:25:56,033 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 17:25:56,035 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-15 +2024-11-21 17:25:56,037 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 17:25:56,039 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 17:25:56,041 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-15 +2024-11-21 17:25:56,044 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 17:25:56,047 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 17:25:56,049 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 17:25:56,051 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-15 +2024-11-21 17:25:56,053 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 17:25:56,055 - my_logger - INFO - Column DOE-; was last updated at 2024-11-15 +2024-11-21 17:25:56,057 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-15 +2024-11-21 17:25:56,059 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-15 +2024-11-21 17:25:56,062 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-15 +2024-11-21 17:25:56,064 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-15 +2024-11-21 17:25:56,068 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-15 +2024-11-21 17:25:56,070 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-19 +2024-11-21 17:25:56,072 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-19 +2024-11-21 17:25:56,074 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-15 +2024-11-21 17:25:56,076 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-15 +2024-11-21 17:25:56,079 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-15 +2024-11-21 17:25:56,081 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-15 +2024-11-21 17:25:56,083 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 17:25:56,085 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 17:25:56,087 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 17:25:56,089 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,091 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 17:25:56,095 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 17:25:56,097 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,099 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,101 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,104 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,106 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,109 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,112 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,115 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 17:25:56,117 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,119 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 17:25:56,121 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,123 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 17:25:56,126 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,129 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 17:25:56,131 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,134 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,136 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,137 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,140 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,142 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 17:25:56,145 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,147 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,149 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,151 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,154 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,156 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,158 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,161 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,163 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,165 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,167 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,169 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,171 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,173 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,176 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,179 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,181 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,183 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,185 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,187 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,190 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,193 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,195 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:25:56,198 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,200 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 17:25:56,203 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,204 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,206 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,208 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,211 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,214 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 17:25:56,216 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,218 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,220 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,222 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,224 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,227 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 17:25:56,229 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,231 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,233 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,236 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,237 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,239 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,242 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,245 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,247 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,250 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,252 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,255 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,257 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,259 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,262 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,264 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,266 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,268 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,270 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,272 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,275 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:25:56,277 - my_logger - INFO - Column ˮλ was last updated at 2024-11-20 +2024-11-21 17:25:56,280 - my_logger - INFO - Column ovx index was last updated at 2024-11-20 +2024-11-21 17:25:56,282 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-20 +2024-11-21 17:25:56,284 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-20 +2024-11-21 17:25:56,286 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-20 +2024-11-21 17:25:56,289 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-20 +2024-11-21 17:25:56,291 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-15 +2024-11-21 17:25:56,294 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 17:25:56,297 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 17:25:56,299 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 17:25:56,301 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-19 +2024-11-21 17:25:56,303 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-20 +2024-11-21 17:25:56,305 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-20 +2024-11-21 17:25:56,310 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 17:25:56,313 - my_logger - INFO - ɾԤǰ(2517, 504) +2024-11-21 17:25:56,317 - my_logger - INFO - ɾԤ(2517, 429) +2024-11-21 17:25:56,317 - my_logger - INFO - ɾ²ǰ(2517, 429) +2024-11-21 17:25:56,808 - my_logger - INFO - ɾ²(2517, 425) +2024-11-21 17:25:56,813 - my_logger - INFO - ɾԤΪֵк(1781, 425) +2024-11-21 17:25:56,817 - my_logger - INFO - ɾȫΪֵк(1781, 354) +2024-11-21 17:26:00,388 - my_logger - INFO - ն(222) ܶ(130) ¶(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +217 C2403128043 +218 C2403150124 +219 FVHCM1 INDEX +220 GC1 COMB Comdty +221 C2404167855 + +[222 rows x 3 columns] +2024-11-21 17:26:00,401 - my_logger - INFO - Ϣܹ351,ն(222),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 17:26:00,402 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 17:26:01,519 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', y = '72.93' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 17:26:01,535 - my_logger - INFO - 60Ԥв͵ģƣPatchTST +2024-11-21 17:26:01,541 - my_logger - INFO - ʼѵģ... +2024-11-21 17:26:01,542 - my_logger - INFO - ģѵ +2024-11-21 17:26:01,542 - my_logger - INFO - ѵݻͼing +2024-11-21 17:26:02,478 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-21 00:00:00', NHITS = '73.02695', Informer = '74.880905', LSTM = '73.00687', iTransformer = '73.82856', TSMixer = '73.84927', TSMixerx = '74.90386', PatchTST = '72.881065', RNN = '74.24087', GRU = '73.30809', TCN = '74.552666', BiTCN = '73.27787', DilatedRNN = '72.32639', MLP = '73.24743', DLinear = '72.40385', NLinear = '73.783905', TFT = '72.98307', StemGNN = '74.90098', MLPMultivariate = '74.468864', TiDE = '74.01576', DeepNPTS = '74.939926' WHERE ds = '2024-11-21 00:00:00' +2024-11-21 17:26:04,291 - my_logger - INFO - ѵݻͼend +2024-11-21 17:26:04,292 - my_logger - INFO - ing +2024-11-21 17:26:04,539 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-21 17:26:07,067 - my_logger - INFO - ۸ָܺΪ67.35013124822429 +2024-11-21 17:26:07,069 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-21 17:26:09,187 - my_logger - INFO - ӦָܺΪ15.183483727336332 +2024-11-21 17:26:09,189 - my_logger - INFO - ʼֱָͼ +2024-11-21 17:26:11,381 - my_logger - INFO - ָܺΪ6.244451721494213 +2024-11-21 17:26:11,383 - my_logger - INFO - ʼƿֱָͼ +2024-11-21 17:26:13,946 - my_logger - INFO - ָܺΪ19.08520469997553 +2024-11-21 17:26:13,947 - my_logger - INFO - ʼڻгֱָͼ +2024-11-21 17:26:16,204 - my_logger - INFO - ڻгָܺΪ49.963510751955326 +2024-11-21 17:26:16,204 - my_logger - INFO - ʼֱָͼ +2024-11-21 17:26:16,566 - my_logger - INFO - ָܺΪ1.024667400047019 +2024-11-21 17:26:16,567 - my_logger - INFO - ʼƽֱָͼ +2024-11-21 17:26:19,243 - my_logger - INFO - ָܺΪ5.6935378041118145 +2024-11-21 17:26:19,243 - my_logger - INFO - ʼֱָͼ +2024-11-21 17:26:21,433 - my_logger - INFO - ָܺΪ12.418347871336165 +2024-11-21 17:26:21,434 - my_logger - INFO - ʼܺ͵ͼ +2024-11-21 17:26:21,797 - my_logger - INFO - ܺ͵ͼ +2024-11-21 17:26:25,714 - my_logger - INFO - end +2024-11-21 17:26:25,714 - my_logger - INFO - ģѵ +2024-11-21 17:36:57,501 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 17:36:57,503 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 17:37:41,785 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:37:41,788 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:37:41,790 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:37:41,792 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:37:41,794 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:37:41,796 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:37:41,799 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-15 +2024-11-21 17:37:41,801 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 17:37:41,804 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 17:37:41,806 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-15 +2024-11-21 17:37:41,808 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-15 +2024-11-21 17:37:41,810 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-15 +2024-11-21 17:37:41,812 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 17:37:41,815 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 17:37:41,817 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 17:37:41,818 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 17:37:41,820 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 17:37:41,823 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 17:37:41,825 - my_logger - INFO - Column Ʒ was last updated at 2024-11-15 +2024-11-21 17:37:41,828 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-15 +2024-11-21 17:37:41,830 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 17:37:41,832 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 17:37:41,834 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-15 +2024-11-21 17:37:41,836 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 17:37:41,838 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-15 +2024-11-21 17:37:41,841 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-15 +2024-11-21 17:37:41,844 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-15 +2024-11-21 17:37:41,846 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-15 +2024-11-21 17:37:41,848 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-15 +2024-11-21 17:37:41,850 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 17:37:41,852 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 17:37:41,854 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 17:37:41,856 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 17:37:41,858 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-21 +2024-11-21 17:37:41,861 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-21 +2024-11-21 17:37:41,863 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-21 +2024-11-21 17:37:41,865 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-20 +2024-11-21 17:37:41,867 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-20 +2024-11-21 17:37:41,869 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-20 +2024-11-21 17:37:41,872 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-20 +2024-11-21 17:37:41,874 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-20 +2024-11-21 17:37:41,876 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-20 +2024-11-21 17:37:41,878 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-20 +2024-11-21 17:37:41,880 - my_logger - INFO - Column ͵һ was last updated at 2024-11-20 +2024-11-21 17:37:41,882 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 17:37:41,885 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 17:37:41,887 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-20 +2024-11-21 17:37:41,889 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-20 +2024-11-21 17:37:41,892 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-20 +2024-11-21 17:37:41,893 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-20 +2024-11-21 17:37:41,895 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-20 +2024-11-21 17:37:41,898 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-20 +2024-11-21 17:37:41,900 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-20 +2024-11-21 17:37:41,902 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-20 +2024-11-21 17:37:41,904 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-20 +2024-11-21 17:37:41,906 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 17:37:41,908 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 17:37:41,911 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 17:37:41,913 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 17:37:41,915 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-20 +2024-11-21 17:37:41,917 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-20 +2024-11-21 17:37:41,920 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-20 +2024-11-21 17:37:41,922 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-20 +2024-11-21 17:37:41,924 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-20 +2024-11-21 17:37:41,926 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-20 +2024-11-21 17:37:41,928 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-20 +2024-11-21 17:37:41,930 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-20 +2024-11-21 17:37:41,932 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-20 +2024-11-21 17:37:41,934 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-20 +2024-11-21 17:37:41,936 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-20 +2024-11-21 17:37:41,938 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 17:37:41,940 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-20 +2024-11-21 17:37:41,942 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-20 +2024-11-21 17:37:41,945 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 17:37:41,947 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-20 +2024-11-21 17:37:41,949 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-21 +2024-11-21 17:37:41,951 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-20 +2024-11-21 17:37:41,954 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-20 +2024-11-21 17:37:41,956 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-20 +2024-11-21 17:37:41,957 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-20 +2024-11-21 17:37:41,960 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-20 +2024-11-21 17:37:41,962 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 17:37:41,965 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-20 +2024-11-21 17:37:41,967 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 17:37:41,968 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 17:37:41,970 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 17:37:41,971 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-20 +2024-11-21 17:37:41,973 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-20 +2024-11-21 17:37:41,975 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-21 +2024-11-21 17:37:41,977 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-21 +2024-11-21 17:37:41,980 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 17:37:41,982 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 17:37:41,984 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-19 +2024-11-21 17:37:41,986 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 17:37:41,989 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 17:37:41,990 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 17:37:41,992 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-20 +2024-11-21 17:37:41,994 - my_logger - INFO - Column y was last updated at 2024-11-20 +2024-11-21 17:37:41,996 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 17:37:41,998 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-20 +2024-11-21 17:37:42,001 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-20 +2024-11-21 17:37:42,003 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-21 +2024-11-21 17:37:42,005 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-20 +2024-11-21 17:37:42,007 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-20 +2024-11-21 17:37:42,009 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-20 +2024-11-21 17:37:42,010 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-20 +2024-11-21 17:37:42,013 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-20 +2024-11-21 17:37:42,015 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-20 +2024-11-21 17:37:42,017 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-20 +2024-11-21 17:37:42,020 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-20 +2024-11-21 17:37:42,022 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-20 +2024-11-21 17:37:42,023 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-20 +2024-11-21 17:37:42,025 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-20 +2024-11-21 17:37:42,028 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-20 +2024-11-21 17:37:42,031 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-20 +2024-11-21 17:37:42,033 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-20 +2024-11-21 17:37:42,035 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 17:37:42,036 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 17:37:42,038 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-21 +2024-11-21 17:37:42,040 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 17:37:42,042 - my_logger - INFO - Column Brent* was last updated at 2024-11-20 +2024-11-21 17:37:42,045 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 17:37:42,046 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 17:37:42,049 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 17:37:42,051 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-20 +2024-11-21 17:37:42,053 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 17:37:42,055 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 17:37:42,058 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 17:37:42,059 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-20 +2024-11-21 17:37:42,061 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-20 +2024-11-21 17:37:42,063 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-20 +2024-11-21 17:37:42,065 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 17:37:42,068 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 17:37:42,070 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 17:37:42,072 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 17:37:42,074 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-20 +2024-11-21 17:37:42,076 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 17:37:42,079 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-20 +2024-11-21 17:37:42,080 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-20 +2024-11-21 17:37:42,082 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 17:37:42,084 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 17:37:42,086 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 17:37:42,089 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 17:37:42,092 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 17:37:42,094 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 17:37:42,097 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-20 +2024-11-21 17:37:42,100 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 17:37:42,101 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 17:37:42,103 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 17:37:42,105 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 17:37:42,107 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 17:37:42,110 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-15 +2024-11-21 17:37:42,112 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-15 +2024-11-21 17:37:42,114 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 17:37:42,117 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-15 +2024-11-21 17:37:42,118 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-15 +2024-11-21 17:37:42,120 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-15 +2024-11-21 17:37:42,123 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 17:37:42,124 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 17:37:42,126 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-15 +2024-11-21 17:37:42,128 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 17:37:42,130 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-15 +2024-11-21 17:37:42,132 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-15 +2024-11-21 17:37:42,134 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 17:37:42,136 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 17:37:42,139 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 17:37:42,141 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-15 +2024-11-21 17:37:42,142 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 17:37:42,145 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 17:37:42,146 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 17:37:42,149 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 17:37:42,151 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 17:37:42,153 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 17:37:42,156 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 17:37:42,158 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 17:37:42,160 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 17:37:42,163 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 17:37:42,165 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 17:37:42,169 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 17:37:42,172 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 17:37:42,174 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-15 +2024-11-21 17:37:42,176 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-15 +2024-11-21 17:37:42,179 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-15 +2024-11-21 17:37:42,181 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-15 +2024-11-21 17:37:42,183 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-15 +2024-11-21 17:37:42,185 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-15 +2024-11-21 17:37:42,187 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-15 +2024-11-21 17:37:42,189 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-15 +2024-11-21 17:37:42,191 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 17:37:42,192 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 17:37:42,194 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 17:37:42,197 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 17:37:42,198 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-15 +2024-11-21 17:37:42,202 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 17:37:42,205 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-15 +2024-11-21 17:37:42,207 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 17:37:42,209 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-20 +2024-11-21 17:37:42,211 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-20 +2024-11-21 17:37:42,214 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-20 +2024-11-21 17:37:42,216 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-20 +2024-11-21 17:37:42,218 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-20 +2024-11-21 17:37:42,220 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 17:37:42,223 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 17:37:42,225 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-20 +2024-11-21 17:37:42,228 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-20 +2024-11-21 17:37:42,230 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-20 +2024-11-21 17:37:42,233 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-20 +2024-11-21 17:37:42,235 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-20 +2024-11-21 17:37:42,237 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-20 +2024-11-21 17:37:42,240 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-20 +2024-11-21 17:37:42,242 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-20 +2024-11-21 17:37:42,246 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-20 +2024-11-21 17:37:42,248 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-20 +2024-11-21 17:37:42,251 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-20 +2024-11-21 17:37:42,253 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-20 +2024-11-21 17:37:42,255 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-20 +2024-11-21 17:37:42,258 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-20 +2024-11-21 17:37:42,260 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-20 +2024-11-21 17:37:42,263 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-20 +2024-11-21 17:37:42,266 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-20 +2024-11-21 17:37:42,267 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-20 +2024-11-21 17:37:42,270 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-20 +2024-11-21 17:37:42,272 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-20 +2024-11-21 17:37:42,274 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-20 +2024-11-21 17:37:42,276 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-20 +2024-11-21 17:37:42,279 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-19 +2024-11-21 17:37:42,282 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-20 +2024-11-21 17:37:42,283 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-20 +2024-11-21 17:37:42,285 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-20 +2024-11-21 17:37:42,287 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 17:37:42,290 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-20 +2024-11-21 17:37:42,292 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-19 +2024-11-21 17:37:42,294 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-20 +2024-11-21 17:37:42,297 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:37:42,298 - my_logger - INFO - Column DFL was last updated at 2024-11-20 +2024-11-21 17:37:42,300 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-20 +2024-11-21 17:37:42,302 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-21 +2024-11-21 17:37:42,305 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-20 +2024-11-21 17:37:42,307 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-20 +2024-11-21 17:37:42,308 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-20 +2024-11-21 17:37:42,312 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-20 +2024-11-21 17:37:42,315 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-20 +2024-11-21 17:37:42,317 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-21 +2024-11-21 17:37:42,319 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-20 +2024-11-21 17:37:42,322 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-20 +2024-11-21 17:37:42,324 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-20 +2024-11-21 17:37:42,327 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-20 +2024-11-21 17:37:42,330 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-21 +2024-11-21 17:37:42,332 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-19 +2024-11-21 17:37:42,335 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 17:37:42,337 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-21 +2024-11-21 17:37:42,339 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-19 +2024-11-21 17:37:42,341 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-19 +2024-11-21 17:37:42,344 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-20 +2024-11-21 17:37:42,346 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-21 +2024-11-21 17:37:42,349 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 17:37:42,351 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-20 +2024-11-21 17:37:42,353 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-21 +2024-11-21 17:37:42,356 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 17:37:42,358 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-19 +2024-11-21 17:37:42,361 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-19 +2024-11-21 17:37:42,363 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-19 +2024-11-21 17:37:42,365 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-19 +2024-11-21 17:37:42,368 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-20 +2024-11-21 17:37:42,370 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 17:37:42,373 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 17:37:42,375 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 17:37:42,377 - my_logger - INFO - Column SCȼ was last updated at 2024-11-19 +2024-11-21 17:37:42,379 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:37:42,382 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:37:42,384 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:37:42,386 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-19 +2024-11-21 17:37:42,389 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-20 +2024-11-21 17:37:42,392 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:37:42,395 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 17:37:42,397 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-20 +2024-11-21 17:37:42,399 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:37:42,401 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-20 +2024-11-21 17:37:42,403 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-20 +2024-11-21 17:37:42,406 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-20 +2024-11-21 17:37:42,409 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 17:37:42,411 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-21 +2024-11-21 17:37:42,413 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-20 +2024-11-21 17:37:42,415 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-20 +2024-11-21 17:37:42,418 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-20 +2024-11-21 17:37:42,420 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-20 +2024-11-21 17:37:42,425 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-20 +2024-11-21 17:37:42,429 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-20 +2024-11-21 17:37:42,431 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 17:37:42,433 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 17:37:42,436 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-20 +2024-11-21 17:37:42,438 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-19 +2024-11-21 17:37:42,441 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-20 +2024-11-21 17:37:42,443 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-20 +2024-11-21 17:37:42,445 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-20 +2024-11-21 17:37:42,448 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-20 +2024-11-21 17:37:42,450 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-20 +2024-11-21 17:37:42,453 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-20 +2024-11-21 17:37:42,454 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-20 +2024-11-21 17:37:42,458 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-20 +2024-11-21 17:37:42,461 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-20 +2024-11-21 17:37:42,464 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-20 +2024-11-21 17:37:42,466 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-20 +2024-11-21 17:37:42,469 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-20 +2024-11-21 17:37:42,471 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-20 +2024-11-21 17:37:42,473 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 17:37:42,475 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 17:37:42,477 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 17:37:42,480 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-21 +2024-11-21 17:37:42,482 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-21 +2024-11-21 17:37:42,485 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-21 +2024-11-21 17:37:42,488 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-21 +2024-11-21 17:37:42,490 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 17:37:42,492 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 17:37:42,494 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 17:37:42,497 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 17:37:42,500 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 17:37:42,503 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 17:37:42,506 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-20 +2024-11-21 17:37:42,508 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-20 +2024-11-21 17:37:42,511 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-19 +2024-11-21 17:37:42,514 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-20 +2024-11-21 17:37:42,516 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-20 +2024-11-21 17:37:42,519 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 17:37:42,521 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 17:37:42,523 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-20 +2024-11-21 17:37:42,526 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 17:37:42,529 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 17:37:42,531 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-20 +2024-11-21 17:37:42,533 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-20 +2024-11-21 17:37:42,536 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-20 +2024-11-21 17:37:42,537 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-20 +2024-11-21 17:37:42,541 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 17:37:42,543 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 17:37:42,546 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 17:37:42,548 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 17:37:42,550 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-15 +2024-11-21 17:37:42,552 - my_logger - INFO - Column ͬ was last updated at 2024-11-15 +2024-11-21 17:37:42,554 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-15 +2024-11-21 17:37:42,556 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 17:37:42,558 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 17:37:42,561 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 17:37:42,563 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 17:37:42,565 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 17:37:42,567 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-15 +2024-11-21 17:37:42,569 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 17:37:42,571 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 17:37:42,573 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-15 +2024-11-21 17:37:42,575 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 17:37:42,577 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 17:37:42,579 - my_logger - INFO - Column ò was last updated at 2024-11-15 +2024-11-21 17:37:42,582 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-15 +2024-11-21 17:37:42,584 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 17:37:42,587 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 17:37:42,589 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 17:37:42,590 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 17:37:42,592 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 17:37:42,595 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 17:37:42,597 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 17:37:42,599 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 17:37:42,602 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 17:37:42,604 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 17:37:42,606 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 17:37:42,609 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 17:37:42,611 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 17:37:42,612 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 17:37:42,614 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 17:37:42,616 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 17:37:42,618 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 17:37:42,621 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 17:37:42,623 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 17:37:42,625 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 17:37:42,627 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 17:37:42,629 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 17:37:42,631 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 17:37:42,633 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 17:37:42,635 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 17:37:42,637 - my_logger - INFO - Column ԭ was last updated at 2024-11-15 +2024-11-21 17:37:42,639 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 17:37:42,641 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-15 +2024-11-21 17:37:42,643 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 17:37:42,645 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 17:37:42,647 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-15 +2024-11-21 17:37:42,650 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 17:37:42,652 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 17:37:42,654 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-15 +2024-11-21 17:37:42,656 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 17:37:42,658 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 17:37:42,660 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 17:37:42,662 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-15 +2024-11-21 17:37:42,664 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 17:37:42,666 - my_logger - INFO - Column DOE-; was last updated at 2024-11-15 +2024-11-21 17:37:42,668 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-15 +2024-11-21 17:37:42,671 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-15 +2024-11-21 17:37:42,673 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-15 +2024-11-21 17:37:42,675 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-15 +2024-11-21 17:37:42,677 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-15 +2024-11-21 17:37:42,679 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-19 +2024-11-21 17:37:42,681 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-19 +2024-11-21 17:37:42,682 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-15 +2024-11-21 17:37:42,684 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-15 +2024-11-21 17:37:42,687 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-15 +2024-11-21 17:37:42,689 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-15 +2024-11-21 17:37:42,691 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 17:37:42,693 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 17:37:42,695 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 17:37:42,697 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,699 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 17:37:42,700 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 17:37:42,703 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,705 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,707 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,708 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,710 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,713 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,716 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,718 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 17:37:42,720 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,721 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 17:37:42,723 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,726 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 17:37:42,728 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,730 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 17:37:42,731 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,735 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,737 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,739 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,741 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,743 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 17:37:42,745 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,747 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,749 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,751 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,753 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,755 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,757 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,759 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,762 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,764 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,766 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,768 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,770 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,772 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,774 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,777 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,779 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,781 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,783 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,785 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,787 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,789 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,791 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:37:42,793 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,796 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 17:37:42,798 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,800 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,802 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,804 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,805 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,808 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 17:37:42,810 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,813 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,815 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,816 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,818 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,821 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 17:37:42,822 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,824 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,826 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,828 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,831 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,833 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,835 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,836 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,838 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,840 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,842 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,844 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,846 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,849 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,851 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,853 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,855 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,857 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,859 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,862 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,864 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:37:42,866 - my_logger - INFO - Column ˮλ was last updated at 2024-11-20 +2024-11-21 17:37:42,867 - my_logger - INFO - Column ovx index was last updated at 2024-11-20 +2024-11-21 17:37:42,869 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-20 +2024-11-21 17:37:42,871 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-20 +2024-11-21 17:37:42,874 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-20 +2024-11-21 17:37:42,876 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-20 +2024-11-21 17:37:42,879 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-15 +2024-11-21 17:37:42,881 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 17:37:42,883 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 17:37:42,884 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 17:37:42,886 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-19 +2024-11-21 17:37:42,888 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-20 +2024-11-21 17:37:42,890 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-20 +2024-11-21 17:37:42,897 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 17:37:42,899 - my_logger - INFO - ɾԤǰ(2517, 504) +2024-11-21 17:37:42,903 - my_logger - INFO - ɾԤ(2517, 429) +2024-11-21 17:37:42,903 - my_logger - INFO - ɾ²ǰ(2517, 429) +2024-11-21 17:37:43,400 - my_logger - INFO - ɾ²(2517, 425) +2024-11-21 17:37:43,403 - my_logger - INFO - ɾԤΪֵк(1781, 425) +2024-11-21 17:37:43,406 - my_logger - INFO - ɾȫΪֵк(1781, 354) +2024-11-21 17:37:46,729 - my_logger - INFO - ն(222) ܶ(130) 61(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +217 C2403128043 +218 C2403150124 +219 FVHCM1 INDEX +220 GC1 COMB Comdty +221 C2404167855 + +[222 rows x 3 columns] +2024-11-21 17:37:46,744 - my_logger - INFO - Ϣܹ351,ն(222),ܶ(130),61(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 17:37:46,747 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 17:37:48,037 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', y = '72.93' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 17:37:48,044 - my_logger - INFO - ʼѵģ... +2024-11-21 17:37:48,044 - my_logger - INFO - ģѵ +2024-11-21 17:37:48,045 - my_logger - INFO - ѵݻͼing +2024-11-21 17:37:48,980 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-21 00:00:00', NHITS = '73.02695', Informer = '74.880905', LSTM = '73.00687', iTransformer = '73.82856', TSMixer = '73.84927', TSMixerx = '74.90386', PatchTST = '72.881065', RNN = '74.24087', GRU = '73.30809', TCN = '74.552666', BiTCN = '73.27787', DilatedRNN = '72.32639', MLP = '73.24743', DLinear = '72.40385', NLinear = '73.783905', TFT = '72.98307', StemGNN = '74.90098', MLPMultivariate = '74.468864', TiDE = '74.01576', DeepNPTS = '74.939926' WHERE ds = '2024-11-21 00:00:00' +2024-11-21 17:37:50,786 - my_logger - INFO - ѵݻͼend +2024-11-21 17:37:50,787 - my_logger - INFO - ing +2024-11-21 17:37:51,074 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-21 17:37:53,545 - my_logger - INFO - ۸ָܺΪ67.35013124822429 +2024-11-21 17:37:53,547 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-21 17:37:55,665 - my_logger - INFO - ӦָܺΪ15.183483727336332 +2024-11-21 17:37:55,666 - my_logger - INFO - ʼֱָͼ +2024-11-21 17:37:57,820 - my_logger - INFO - ָܺΪ6.244451721494213 +2024-11-21 17:37:57,822 - my_logger - INFO - ʼƿֱָͼ +2024-11-21 17:38:00,461 - my_logger - INFO - ָܺΪ19.08520469997553 +2024-11-21 17:38:00,462 - my_logger - INFO - ʼڻгֱָͼ +2024-11-21 17:38:02,549 - my_logger - INFO - ڻгָܺΪ49.963510751955326 +2024-11-21 17:38:02,550 - my_logger - INFO - ʼֱָͼ +2024-11-21 17:38:02,897 - my_logger - INFO - ָܺΪ1.024667400047019 +2024-11-21 17:38:02,898 - my_logger - INFO - ʼƽֱָͼ +2024-11-21 17:38:05,292 - my_logger - INFO - ָܺΪ5.6935378041118145 +2024-11-21 17:38:05,294 - my_logger - INFO - ʼֱָͼ +2024-11-21 17:38:07,269 - my_logger - INFO - ָܺΪ12.418347871336165 +2024-11-21 17:38:07,270 - my_logger - INFO - ʼܺ͵ͼ +2024-11-21 17:38:07,598 - my_logger - INFO - ܺ͵ͼ +2024-11-21 17:38:11,427 - my_logger - INFO - end +2024-11-21 17:38:11,428 - my_logger - INFO - ģѵ +2024-11-21 17:49:05,477 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 17:49:05,478 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 17:50:25,463 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:50:25,468 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:50:25,471 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:50:25,475 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:50:25,480 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:50:25,485 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 17:50:25,489 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-15 +2024-11-21 17:50:25,492 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 17:50:25,497 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 17:50:25,500 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-15 +2024-11-21 17:50:25,504 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-15 +2024-11-21 17:50:25,507 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-15 +2024-11-21 17:50:25,511 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 17:50:25,515 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 17:50:25,518 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 17:50:25,521 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 17:50:25,525 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 17:50:25,529 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 17:50:25,533 - my_logger - INFO - Column Ʒ was last updated at 2024-11-15 +2024-11-21 17:50:25,536 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-15 +2024-11-21 17:50:25,539 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 17:50:25,542 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 17:50:25,546 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-15 +2024-11-21 17:50:25,550 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 17:50:25,553 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-15 +2024-11-21 17:50:25,557 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-15 +2024-11-21 17:50:25,561 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-15 +2024-11-21 17:50:25,565 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-15 +2024-11-21 17:50:25,569 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-15 +2024-11-21 17:50:25,573 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 17:50:25,577 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 17:50:25,580 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 17:50:25,584 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 17:50:25,588 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-21 +2024-11-21 17:50:25,592 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-21 +2024-11-21 17:50:25,597 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-21 +2024-11-21 17:50:25,601 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-20 +2024-11-21 17:50:25,606 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-20 +2024-11-21 17:50:25,609 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-20 +2024-11-21 17:50:25,612 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-20 +2024-11-21 17:50:25,617 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-20 +2024-11-21 17:50:25,621 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-20 +2024-11-21 17:50:25,625 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-20 +2024-11-21 17:50:25,629 - my_logger - INFO - Column ͵һ was last updated at 2024-11-20 +2024-11-21 17:50:25,634 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 17:50:25,638 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 17:50:25,642 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-20 +2024-11-21 17:50:25,645 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-20 +2024-11-21 17:50:25,649 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-20 +2024-11-21 17:50:25,653 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-20 +2024-11-21 17:50:25,657 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-20 +2024-11-21 17:50:25,661 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-20 +2024-11-21 17:50:25,664 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-20 +2024-11-21 17:50:25,668 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-20 +2024-11-21 17:50:25,673 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-20 +2024-11-21 17:50:25,677 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 17:50:25,681 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 17:50:25,685 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 17:50:25,689 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 17:50:25,693 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-20 +2024-11-21 17:50:25,696 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-20 +2024-11-21 17:50:25,701 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-20 +2024-11-21 17:50:25,704 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-20 +2024-11-21 17:50:25,709 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-20 +2024-11-21 17:50:25,713 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-20 +2024-11-21 17:50:25,717 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-20 +2024-11-21 17:50:25,720 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-20 +2024-11-21 17:50:25,724 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-20 +2024-11-21 17:50:25,727 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-20 +2024-11-21 17:50:25,731 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-20 +2024-11-21 17:50:25,735 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 17:50:25,737 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-20 +2024-11-21 17:50:25,742 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-20 +2024-11-21 17:50:25,747 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 17:50:25,751 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-20 +2024-11-21 17:50:25,754 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-21 +2024-11-21 17:50:25,757 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-20 +2024-11-21 17:50:25,762 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-20 +2024-11-21 17:50:25,765 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-20 +2024-11-21 17:50:25,768 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-20 +2024-11-21 17:50:25,773 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-20 +2024-11-21 17:50:25,776 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 17:50:25,780 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-20 +2024-11-21 17:50:25,784 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 17:50:25,787 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 17:50:25,792 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 17:50:25,796 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-20 +2024-11-21 17:50:25,799 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-20 +2024-11-21 17:50:25,804 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-21 +2024-11-21 17:50:25,808 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-21 +2024-11-21 17:50:25,813 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 17:50:25,817 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 17:50:25,821 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-19 +2024-11-21 17:50:25,824 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 17:50:25,828 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 17:50:25,832 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 17:50:25,836 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-20 +2024-11-21 17:50:25,840 - my_logger - INFO - Column y was last updated at 2024-11-20 +2024-11-21 17:50:25,843 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 17:50:25,847 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-20 +2024-11-21 17:50:25,851 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-20 +2024-11-21 17:50:25,856 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-21 +2024-11-21 17:50:25,859 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-20 +2024-11-21 17:50:25,864 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-20 +2024-11-21 17:50:25,868 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-20 +2024-11-21 17:50:25,872 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-20 +2024-11-21 17:50:25,875 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-20 +2024-11-21 17:50:25,878 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-20 +2024-11-21 17:50:25,883 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-20 +2024-11-21 17:50:25,887 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-20 +2024-11-21 17:50:25,890 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-20 +2024-11-21 17:50:25,895 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-20 +2024-11-21 17:50:25,898 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-20 +2024-11-21 17:50:25,902 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-20 +2024-11-21 17:50:25,905 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-20 +2024-11-21 17:50:25,908 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-20 +2024-11-21 17:50:25,912 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 17:50:25,917 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 17:50:25,920 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-21 +2024-11-21 17:50:25,924 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 17:50:25,927 - my_logger - INFO - Column Brent* was last updated at 2024-11-20 +2024-11-21 17:50:25,931 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 17:50:25,937 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 17:50:25,940 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 17:50:25,984 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-20 +2024-11-21 17:50:25,997 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 17:50:26,001 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 17:50:26,004 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 17:50:26,027 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-20 +2024-11-21 17:50:26,032 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-20 +2024-11-21 17:50:26,036 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-20 +2024-11-21 17:50:26,040 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 17:50:26,044 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 17:50:26,048 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 17:50:26,051 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 17:50:26,056 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-20 +2024-11-21 17:50:26,060 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 17:50:26,064 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-20 +2024-11-21 17:50:26,068 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-20 +2024-11-21 17:50:26,071 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 17:50:26,076 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 17:50:26,080 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 17:50:26,083 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 17:50:26,087 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 17:50:26,090 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 17:50:26,094 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-20 +2024-11-21 17:50:26,097 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 17:50:26,102 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 17:50:26,106 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 17:50:26,109 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 17:50:26,112 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 17:50:26,116 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-15 +2024-11-21 17:50:26,120 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-15 +2024-11-21 17:50:26,124 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 17:50:26,127 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-15 +2024-11-21 17:50:26,130 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-15 +2024-11-21 17:50:26,135 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-15 +2024-11-21 17:50:26,139 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 17:50:26,142 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 17:50:26,146 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-15 +2024-11-21 17:50:26,151 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 17:50:26,155 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-15 +2024-11-21 17:50:26,159 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-15 +2024-11-21 17:50:26,162 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 17:50:26,166 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 17:50:26,170 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 17:50:26,173 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-15 +2024-11-21 17:50:26,177 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 17:50:26,180 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 17:50:26,185 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 17:50:26,190 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 17:50:26,193 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 17:50:26,196 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 17:50:26,201 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 17:50:26,205 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 17:50:26,209 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 17:50:26,213 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 17:50:26,217 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 17:50:26,220 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 17:50:26,223 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 17:50:26,227 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-15 +2024-11-21 17:50:26,234 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-15 +2024-11-21 17:50:26,237 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-15 +2024-11-21 17:50:26,242 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-15 +2024-11-21 17:50:26,246 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-15 +2024-11-21 17:50:26,251 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-15 +2024-11-21 17:50:26,254 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-15 +2024-11-21 17:50:26,258 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-15 +2024-11-21 17:50:26,261 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 17:50:26,266 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 17:50:26,269 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 17:50:26,273 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 17:50:26,276 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-15 +2024-11-21 17:50:26,281 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 17:50:26,284 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-15 +2024-11-21 17:50:26,289 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 17:50:26,294 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-20 +2024-11-21 17:50:26,297 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-20 +2024-11-21 17:50:26,301 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-20 +2024-11-21 17:50:26,306 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-20 +2024-11-21 17:50:26,310 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-20 +2024-11-21 17:50:26,314 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 17:50:26,317 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 17:50:26,321 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-20 +2024-11-21 17:50:26,324 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-20 +2024-11-21 17:50:26,329 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-20 +2024-11-21 17:50:26,332 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-20 +2024-11-21 17:50:26,336 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-20 +2024-11-21 17:50:26,340 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-20 +2024-11-21 17:50:26,344 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-20 +2024-11-21 17:50:26,348 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-20 +2024-11-21 17:50:26,351 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-20 +2024-11-21 17:50:26,356 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-20 +2024-11-21 17:50:26,360 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-20 +2024-11-21 17:50:26,364 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-20 +2024-11-21 17:50:26,367 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-20 +2024-11-21 17:50:26,371 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-20 +2024-11-21 17:50:26,374 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-20 +2024-11-21 17:50:26,378 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-20 +2024-11-21 17:50:26,381 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-20 +2024-11-21 17:50:26,384 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-20 +2024-11-21 17:50:26,389 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-20 +2024-11-21 17:50:26,393 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-20 +2024-11-21 17:50:26,397 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-20 +2024-11-21 17:50:26,401 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-20 +2024-11-21 17:50:26,405 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-19 +2024-11-21 17:50:26,408 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-20 +2024-11-21 17:50:26,412 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-20 +2024-11-21 17:50:26,416 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-20 +2024-11-21 17:50:26,419 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 17:50:26,423 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-20 +2024-11-21 17:50:26,426 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-19 +2024-11-21 17:50:26,430 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-20 +2024-11-21 17:50:26,434 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:50:26,438 - my_logger - INFO - Column DFL was last updated at 2024-11-20 +2024-11-21 17:50:26,441 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-20 +2024-11-21 17:50:26,445 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-21 +2024-11-21 17:50:26,449 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-20 +2024-11-21 17:50:26,453 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-20 +2024-11-21 17:50:26,456 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-20 +2024-11-21 17:50:26,460 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-20 +2024-11-21 17:50:26,462 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-20 +2024-11-21 17:50:26,467 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-21 +2024-11-21 17:50:26,471 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-20 +2024-11-21 17:50:26,475 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-20 +2024-11-21 17:50:26,479 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-20 +2024-11-21 17:50:26,483 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-20 +2024-11-21 17:50:26,487 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-21 +2024-11-21 17:50:26,490 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-19 +2024-11-21 17:50:26,494 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 17:50:26,498 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-21 +2024-11-21 17:50:26,502 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-19 +2024-11-21 17:50:26,505 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-19 +2024-11-21 17:50:26,508 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-20 +2024-11-21 17:50:26,512 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-21 +2024-11-21 17:50:26,517 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 17:50:26,521 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-20 +2024-11-21 17:50:26,524 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-21 +2024-11-21 17:50:26,528 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 17:50:26,535 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-19 +2024-11-21 17:50:26,539 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-19 +2024-11-21 17:50:26,544 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-19 +2024-11-21 17:50:26,549 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-19 +2024-11-21 17:50:26,553 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-20 +2024-11-21 17:50:26,557 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 17:50:26,560 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 17:50:26,564 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 17:50:26,567 - my_logger - INFO - Column SCȼ was last updated at 2024-11-19 +2024-11-21 17:50:26,571 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:50:26,575 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:50:26,579 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:50:26,583 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-19 +2024-11-21 17:50:26,586 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-20 +2024-11-21 17:50:26,591 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:50:26,594 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 17:50:26,597 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-20 +2024-11-21 17:50:26,601 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 17:50:26,605 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-20 +2024-11-21 17:50:26,608 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-20 +2024-11-21 17:50:26,612 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-20 +2024-11-21 17:50:26,616 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 17:50:26,620 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-21 +2024-11-21 17:50:26,624 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-20 +2024-11-21 17:50:26,627 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-20 +2024-11-21 17:50:26,631 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-20 +2024-11-21 17:50:26,636 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-20 +2024-11-21 17:50:26,641 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-20 +2024-11-21 17:50:26,646 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-20 +2024-11-21 17:50:26,649 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 17:50:26,653 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 17:50:26,657 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-20 +2024-11-21 17:50:26,660 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-19 +2024-11-21 17:50:26,664 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-20 +2024-11-21 17:50:26,670 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-20 +2024-11-21 17:50:26,673 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-20 +2024-11-21 17:50:26,676 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-20 +2024-11-21 17:50:26,680 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-20 +2024-11-21 17:50:26,684 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-20 +2024-11-21 17:50:26,688 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-20 +2024-11-21 17:50:26,690 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-20 +2024-11-21 17:50:26,693 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-20 +2024-11-21 17:50:26,698 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-20 +2024-11-21 17:50:26,702 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-20 +2024-11-21 17:50:26,706 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-20 +2024-11-21 17:50:26,709 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-20 +2024-11-21 17:50:26,712 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 17:50:26,715 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 17:50:26,719 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 17:50:26,722 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-21 +2024-11-21 17:50:26,726 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-21 +2024-11-21 17:50:26,730 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-21 +2024-11-21 17:50:26,733 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-21 +2024-11-21 17:50:26,737 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 17:50:26,740 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 17:50:26,745 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 17:50:26,749 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 17:50:26,752 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 17:50:26,756 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 17:50:26,760 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-20 +2024-11-21 17:50:26,764 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-20 +2024-11-21 17:50:26,767 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-19 +2024-11-21 17:50:26,771 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-20 +2024-11-21 17:50:26,776 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-20 +2024-11-21 17:50:26,781 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 17:50:26,784 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 17:50:26,787 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-20 +2024-11-21 17:50:26,791 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 17:50:26,794 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 17:50:26,797 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-20 +2024-11-21 17:50:26,802 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-20 +2024-11-21 17:50:26,807 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-20 +2024-11-21 17:50:26,810 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-20 +2024-11-21 17:50:26,814 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 17:50:26,817 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 17:50:26,821 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 17:50:26,824 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 17:50:26,827 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-15 +2024-11-21 17:50:26,831 - my_logger - INFO - Column ͬ was last updated at 2024-11-15 +2024-11-21 17:50:26,835 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-15 +2024-11-21 17:50:26,839 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 17:50:26,841 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 17:50:26,845 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 17:50:26,849 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 17:50:26,853 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 17:50:26,857 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-15 +2024-11-21 17:50:26,861 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 17:50:26,864 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 17:50:26,869 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-15 +2024-11-21 17:50:26,872 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 17:50:26,875 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 17:50:26,879 - my_logger - INFO - Column ò was last updated at 2024-11-15 +2024-11-21 17:50:26,884 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-15 +2024-11-21 17:50:26,888 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 17:50:26,891 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 17:50:26,894 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 17:50:26,899 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 17:50:26,903 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 17:50:26,906 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 17:50:26,910 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 17:50:26,915 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 17:50:26,919 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 17:50:26,923 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 17:50:26,927 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 17:50:26,931 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 17:50:26,935 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 17:50:26,938 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 17:50:26,941 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 17:50:26,944 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 17:50:26,948 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 17:50:26,952 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 17:50:26,956 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 17:50:26,959 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 17:50:26,963 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 17:50:26,967 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 17:50:26,969 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 17:50:26,974 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 17:50:26,978 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 17:50:26,981 - my_logger - INFO - Column ԭ was last updated at 2024-11-15 +2024-11-21 17:50:26,985 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 17:50:26,988 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-15 +2024-11-21 17:50:26,992 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 17:50:26,996 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 17:50:27,000 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-15 +2024-11-21 17:50:27,005 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 17:50:27,009 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 17:50:27,013 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-15 +2024-11-21 17:50:27,017 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 17:50:27,020 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 17:50:27,024 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 17:50:27,028 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-15 +2024-11-21 17:50:27,032 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 17:50:27,035 - my_logger - INFO - Column DOE-; was last updated at 2024-11-15 +2024-11-21 17:50:27,038 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-15 +2024-11-21 17:50:27,042 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-15 +2024-11-21 17:50:27,045 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-15 +2024-11-21 17:50:27,049 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-15 +2024-11-21 17:50:27,052 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-15 +2024-11-21 17:50:27,056 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-19 +2024-11-21 17:50:27,059 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-19 +2024-11-21 17:50:27,063 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-15 +2024-11-21 17:50:27,068 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-15 +2024-11-21 17:50:27,072 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-15 +2024-11-21 17:50:27,075 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-15 +2024-11-21 17:50:27,079 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 17:50:27,083 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 17:50:27,087 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 17:50:27,092 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,098 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 17:50:27,103 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 17:50:27,107 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,111 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,115 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,121 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,124 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,128 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,134 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,137 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 17:50:27,141 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,145 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 17:50:27,149 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,154 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 17:50:27,157 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,162 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 17:50:27,165 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,169 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,173 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,176 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,181 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,184 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 17:50:27,188 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,190 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,195 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,199 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,201 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,205 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,207 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,211 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,215 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,218 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,221 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,225 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,227 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,231 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,235 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,239 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,242 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,245 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,249 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,252 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,255 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,259 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,262 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 17:50:27,266 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,270 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 17:50:27,274 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,278 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,283 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,287 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,291 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,296 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 17:50:27,300 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,305 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,308 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,312 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,316 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,320 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 17:50:27,324 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,328 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,332 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,336 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,340 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,344 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,349 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,353 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,356 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,360 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,363 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,367 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,369 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,374 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,378 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,382 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,385 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,389 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,393 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,397 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,400 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 17:50:27,404 - my_logger - INFO - Column ˮλ was last updated at 2024-11-20 +2024-11-21 17:50:27,408 - my_logger - INFO - Column ovx index was last updated at 2024-11-20 +2024-11-21 17:50:27,411 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-20 +2024-11-21 17:50:27,415 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-20 +2024-11-21 17:50:27,419 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-20 +2024-11-21 17:50:27,423 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-20 +2024-11-21 17:50:27,427 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-15 +2024-11-21 17:50:27,430 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 17:50:27,434 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 17:50:27,437 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 17:50:27,440 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-19 +2024-11-21 17:50:27,444 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-20 +2024-11-21 17:50:27,447 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-20 +2024-11-21 17:50:27,456 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 17:50:27,459 - my_logger - INFO - ɾԤǰ(2517, 504) +2024-11-21 17:50:27,465 - my_logger - INFO - ɾԤ(2517, 429) +2024-11-21 17:50:27,466 - my_logger - INFO - ɾ²ǰ(2517, 429) +2024-11-21 17:50:28,311 - my_logger - INFO - ɾ²(2517, 425) +2024-11-21 17:50:28,316 - my_logger - INFO - ɾԤΪֵк(1781, 425) +2024-11-21 17:50:28,322 - my_logger - INFO - ɾȫΪֵк(1781, 354) +2024-11-21 17:50:34,277 - my_logger - INFO - ն(222) ܶ(130) ¶(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +217 C2403128043 +218 C2403150124 +219 FVHCM1 INDEX +220 GC1 COMB Comdty +221 C2404167855 + +[222 rows x 3 columns] +2024-11-21 17:50:34,297 - my_logger - INFO - Ϣܹ351,ն(222),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 17:50:34,299 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 17:50:35,897 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', y = '72.93' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 17:50:35,902 - my_logger - INFO - ʼѵģ... +2024-11-21 17:50:35,902 - my_logger - INFO - ģѵ +2024-11-21 17:50:35,903 - my_logger - INFO - ѵݻͼing +2024-11-21 17:50:37,306 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-21 00:00:00', NHITS = '73.02695', Informer = '74.880905', LSTM = '73.00687', iTransformer = '73.82856', TSMixer = '73.84927', TSMixerx = '74.90386', PatchTST = '72.881065', RNN = '74.24087', GRU = '73.30809', TCN = '74.552666', BiTCN = '73.27787', DilatedRNN = '72.32639', MLP = '73.24743', DLinear = '72.40385', NLinear = '73.783905', TFT = '72.98307', StemGNN = '74.90098', MLPMultivariate = '74.468864', TiDE = '74.01576', DeepNPTS = '74.939926' WHERE ds = '2024-11-21 00:00:00' +2024-11-21 17:50:40,092 - my_logger - INFO - ѵݻͼend +2024-11-21 17:50:40,092 - my_logger - INFO - ing +2024-11-21 17:50:40,440 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-21 17:50:44,383 - my_logger - INFO - ۸ָܺΪ67.35013124822429 +2024-11-21 17:50:44,385 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-21 17:50:48,133 - my_logger - INFO - ӦָܺΪ15.183483727336332 +2024-11-21 17:50:48,135 - my_logger - INFO - ʼֱָͼ +2024-11-21 17:50:51,822 - my_logger - INFO - ָܺΪ6.244451721494213 +2024-11-21 17:50:51,824 - my_logger - INFO - ʼƿֱָͼ +2024-11-21 17:50:56,056 - my_logger - INFO - ָܺΪ19.08520469997553 +2024-11-21 17:50:56,059 - my_logger - INFO - ʼڻгֱָͼ +2024-11-21 17:50:59,876 - my_logger - INFO - ڻгָܺΪ49.963510751955326 +2024-11-21 17:50:59,878 - my_logger - INFO - ʼֱָͼ +2024-11-21 17:51:00,528 - my_logger - INFO - ָܺΪ1.024667400047019 +2024-11-21 17:51:00,530 - my_logger - INFO - ʼƽֱָͼ +2024-11-21 17:51:04,808 - my_logger - INFO - ָܺΪ5.6935378041118145 +2024-11-21 17:51:04,810 - my_logger - INFO - ʼֱָͼ +2024-11-21 17:51:08,554 - my_logger - INFO - ָܺΪ12.418347871336165 +2024-11-21 17:51:08,556 - my_logger - INFO - ʼܺ͵ͼ +2024-11-21 17:51:09,173 - my_logger - INFO - ܺ͵ͼ +2024-11-21 17:51:15,452 - my_logger - INFO - end +2024-11-21 17:51:15,453 - my_logger - INFO - ģѵ +2024-11-21 18:02:05,711 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 18:02:05,713 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 18:03:31,044 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:03:31,050 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:03:31,053 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:03:31,057 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:03:31,061 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:03:31,065 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:03:31,069 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-15 +2024-11-21 18:03:31,074 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 18:03:31,080 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 18:03:31,084 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-15 +2024-11-21 18:03:31,089 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-15 +2024-11-21 18:03:31,094 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-15 +2024-11-21 18:03:31,098 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 18:03:31,102 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 18:03:31,106 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 18:03:31,111 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 18:03:31,115 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 18:03:31,120 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 18:03:31,124 - my_logger - INFO - Column Ʒ was last updated at 2024-11-15 +2024-11-21 18:03:31,129 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-15 +2024-11-21 18:03:31,132 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 18:03:31,135 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 18:03:31,140 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-15 +2024-11-21 18:03:31,144 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 18:03:31,149 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-15 +2024-11-21 18:03:31,153 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-15 +2024-11-21 18:03:31,157 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-15 +2024-11-21 18:03:31,161 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-15 +2024-11-21 18:03:31,165 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-15 +2024-11-21 18:03:31,169 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 18:03:31,174 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 18:03:31,178 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 18:03:31,183 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 18:03:31,187 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-21 +2024-11-21 18:03:31,192 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-21 +2024-11-21 18:03:31,196 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-21 +2024-11-21 18:03:31,199 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-20 +2024-11-21 18:03:31,204 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-20 +2024-11-21 18:03:31,209 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-20 +2024-11-21 18:03:31,214 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-20 +2024-11-21 18:03:31,218 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-20 +2024-11-21 18:03:31,225 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-20 +2024-11-21 18:03:31,229 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-20 +2024-11-21 18:03:31,232 - my_logger - INFO - Column ͵һ was last updated at 2024-11-20 +2024-11-21 18:03:31,237 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 18:03:31,241 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 18:03:31,245 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-20 +2024-11-21 18:03:31,249 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-20 +2024-11-21 18:03:31,254 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-20 +2024-11-21 18:03:31,259 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-20 +2024-11-21 18:03:31,263 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-20 +2024-11-21 18:03:31,266 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-20 +2024-11-21 18:03:31,271 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-20 +2024-11-21 18:03:31,275 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-20 +2024-11-21 18:03:31,279 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-20 +2024-11-21 18:03:31,283 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 18:03:31,286 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 18:03:31,291 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 18:03:31,294 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 18:03:31,298 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-20 +2024-11-21 18:03:31,301 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-20 +2024-11-21 18:03:31,307 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-20 +2024-11-21 18:03:31,309 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-20 +2024-11-21 18:03:31,313 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-20 +2024-11-21 18:03:31,317 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-20 +2024-11-21 18:03:31,320 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-20 +2024-11-21 18:03:31,325 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-20 +2024-11-21 18:03:31,328 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-20 +2024-11-21 18:03:31,332 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-20 +2024-11-21 18:03:31,336 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-20 +2024-11-21 18:03:31,340 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 18:03:31,344 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-20 +2024-11-21 18:03:31,348 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-20 +2024-11-21 18:03:31,352 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 18:03:31,356 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-20 +2024-11-21 18:03:31,359 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-21 +2024-11-21 18:03:31,363 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-20 +2024-11-21 18:03:31,367 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-20 +2024-11-21 18:03:31,371 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-20 +2024-11-21 18:03:31,374 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-20 +2024-11-21 18:03:31,378 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-20 +2024-11-21 18:03:31,382 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 18:03:31,386 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-20 +2024-11-21 18:03:31,391 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 18:03:31,395 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 18:03:31,398 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 18:03:31,401 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-20 +2024-11-21 18:03:31,405 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-20 +2024-11-21 18:03:31,409 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-21 +2024-11-21 18:03:31,412 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-21 +2024-11-21 18:03:31,416 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 18:03:31,420 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 18:03:31,424 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-19 +2024-11-21 18:03:31,428 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 18:03:31,431 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 18:03:31,435 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 18:03:31,440 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-20 +2024-11-21 18:03:31,443 - my_logger - INFO - Column y was last updated at 2024-11-20 +2024-11-21 18:03:31,447 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 18:03:31,451 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-20 +2024-11-21 18:03:31,456 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-20 +2024-11-21 18:03:31,459 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-21 +2024-11-21 18:03:31,463 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-20 +2024-11-21 18:03:31,466 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-20 +2024-11-21 18:03:31,470 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-20 +2024-11-21 18:03:31,474 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-20 +2024-11-21 18:03:31,478 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-20 +2024-11-21 18:03:31,481 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-20 +2024-11-21 18:03:31,485 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-20 +2024-11-21 18:03:31,489 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-20 +2024-11-21 18:03:31,493 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-20 +2024-11-21 18:03:31,497 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-20 +2024-11-21 18:03:31,501 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-20 +2024-11-21 18:03:31,504 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-20 +2024-11-21 18:03:31,507 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-20 +2024-11-21 18:03:31,509 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-20 +2024-11-21 18:03:31,513 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 18:03:31,517 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 18:03:31,522 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-21 +2024-11-21 18:03:31,526 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 18:03:31,530 - my_logger - INFO - Column Brent* was last updated at 2024-11-20 +2024-11-21 18:03:31,534 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 18:03:31,538 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 18:03:31,542 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 18:03:31,545 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-20 +2024-11-21 18:03:31,549 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 18:03:31,553 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 18:03:31,557 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 18:03:31,561 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-20 +2024-11-21 18:03:31,565 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-20 +2024-11-21 18:03:31,568 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-20 +2024-11-21 18:03:31,572 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 18:03:31,575 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 18:03:31,578 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 18:03:31,582 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 18:03:31,587 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-20 +2024-11-21 18:03:31,592 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 18:03:31,595 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-20 +2024-11-21 18:03:31,599 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-20 +2024-11-21 18:03:31,603 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 18:03:31,607 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 18:03:31,611 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 18:03:31,615 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 18:03:31,618 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 18:03:31,623 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 18:03:31,627 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-20 +2024-11-21 18:03:31,631 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 18:03:31,635 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 18:03:31,640 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 18:03:31,644 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 18:03:31,648 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 18:03:31,652 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-15 +2024-11-21 18:03:31,658 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-15 +2024-11-21 18:03:31,662 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 18:03:31,665 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-15 +2024-11-21 18:03:31,669 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-15 +2024-11-21 18:03:31,674 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-15 +2024-11-21 18:03:31,678 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 18:03:31,682 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 18:03:31,686 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-15 +2024-11-21 18:03:31,690 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 18:03:31,694 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-15 +2024-11-21 18:03:31,697 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-15 +2024-11-21 18:03:31,701 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 18:03:31,705 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 18:03:31,710 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 18:03:31,713 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-15 +2024-11-21 18:03:31,718 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 18:03:31,723 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 18:03:31,727 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 18:03:31,730 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 18:03:31,733 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 18:03:31,737 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 18:03:31,741 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 18:03:31,745 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 18:03:31,749 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 18:03:31,752 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 18:03:31,756 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 18:03:31,759 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 18:03:31,762 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 18:03:31,766 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-15 +2024-11-21 18:03:31,770 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-15 +2024-11-21 18:03:31,775 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-15 +2024-11-21 18:03:31,779 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-15 +2024-11-21 18:03:31,783 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-15 +2024-11-21 18:03:31,786 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-15 +2024-11-21 18:03:31,790 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-15 +2024-11-21 18:03:31,794 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-15 +2024-11-21 18:03:31,797 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 18:03:31,801 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 18:03:31,806 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 18:03:31,810 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 18:03:31,814 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-15 +2024-11-21 18:03:31,817 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 18:03:31,821 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-15 +2024-11-21 18:03:31,825 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 18:03:31,828 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-20 +2024-11-21 18:03:31,832 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-20 +2024-11-21 18:03:31,836 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-20 +2024-11-21 18:03:31,841 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-20 +2024-11-21 18:03:31,845 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-20 +2024-11-21 18:03:31,850 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 18:03:31,854 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 18:03:31,859 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-20 +2024-11-21 18:03:31,863 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-20 +2024-11-21 18:03:31,867 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-20 +2024-11-21 18:03:31,871 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-20 +2024-11-21 18:03:31,876 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-20 +2024-11-21 18:03:31,880 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-20 +2024-11-21 18:03:31,885 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-20 +2024-11-21 18:03:31,890 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-20 +2024-11-21 18:03:31,893 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-20 +2024-11-21 18:03:31,898 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-20 +2024-11-21 18:03:31,901 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-20 +2024-11-21 18:03:31,907 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-20 +2024-11-21 18:03:31,911 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-20 +2024-11-21 18:03:31,914 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-20 +2024-11-21 18:03:31,918 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-20 +2024-11-21 18:03:31,924 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-20 +2024-11-21 18:03:31,928 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-20 +2024-11-21 18:03:31,932 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-20 +2024-11-21 18:03:31,936 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-20 +2024-11-21 18:03:31,940 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-20 +2024-11-21 18:03:31,944 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-20 +2024-11-21 18:03:31,947 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-20 +2024-11-21 18:03:31,951 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-19 +2024-11-21 18:03:31,955 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-20 +2024-11-21 18:03:31,958 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-20 +2024-11-21 18:03:31,961 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-20 +2024-11-21 18:03:31,966 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 18:03:31,969 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-20 +2024-11-21 18:03:31,972 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-19 +2024-11-21 18:03:31,976 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-20 +2024-11-21 18:03:31,979 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:03:31,983 - my_logger - INFO - Column DFL was last updated at 2024-11-20 +2024-11-21 18:03:31,987 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-20 +2024-11-21 18:03:31,990 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-21 +2024-11-21 18:03:31,994 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-20 +2024-11-21 18:03:31,998 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-20 +2024-11-21 18:03:32,002 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-20 +2024-11-21 18:03:32,005 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-20 +2024-11-21 18:03:32,009 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-20 +2024-11-21 18:03:32,012 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-21 +2024-11-21 18:03:32,016 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-20 +2024-11-21 18:03:32,020 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-20 +2024-11-21 18:03:32,024 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-20 +2024-11-21 18:03:32,029 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-20 +2024-11-21 18:03:32,033 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-21 +2024-11-21 18:03:32,037 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-19 +2024-11-21 18:03:32,041 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 18:03:32,044 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-21 +2024-11-21 18:03:32,049 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-19 +2024-11-21 18:03:32,053 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-19 +2024-11-21 18:03:32,058 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-20 +2024-11-21 18:03:32,062 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-21 +2024-11-21 18:03:32,066 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 18:03:32,070 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-20 +2024-11-21 18:03:32,074 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-21 +2024-11-21 18:03:32,077 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 18:03:32,082 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-19 +2024-11-21 18:03:32,086 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-19 +2024-11-21 18:03:32,091 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-19 +2024-11-21 18:03:32,095 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-19 +2024-11-21 18:03:32,098 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-20 +2024-11-21 18:03:32,101 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 18:03:32,105 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 18:03:32,110 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 18:03:32,114 - my_logger - INFO - Column SCȼ was last updated at 2024-11-19 +2024-11-21 18:03:32,118 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:03:32,122 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:03:32,126 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:03:32,130 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-19 +2024-11-21 18:03:32,134 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-20 +2024-11-21 18:03:32,138 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:03:32,142 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 18:03:32,146 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-20 +2024-11-21 18:03:32,150 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:03:32,155 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-20 +2024-11-21 18:03:32,161 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-20 +2024-11-21 18:03:32,164 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-20 +2024-11-21 18:03:32,167 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 18:03:32,171 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-21 +2024-11-21 18:03:32,175 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-20 +2024-11-21 18:03:32,180 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-20 +2024-11-21 18:03:32,183 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-20 +2024-11-21 18:03:32,187 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-20 +2024-11-21 18:03:32,194 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-20 +2024-11-21 18:03:32,198 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-20 +2024-11-21 18:03:32,203 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 18:03:32,207 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 18:03:32,210 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-20 +2024-11-21 18:03:32,214 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-19 +2024-11-21 18:03:32,219 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-20 +2024-11-21 18:03:32,222 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-20 +2024-11-21 18:03:32,226 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-20 +2024-11-21 18:03:32,230 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-20 +2024-11-21 18:03:32,233 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-20 +2024-11-21 18:03:32,237 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-20 +2024-11-21 18:03:32,241 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-20 +2024-11-21 18:03:32,245 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-20 +2024-11-21 18:03:32,250 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-20 +2024-11-21 18:03:32,253 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-20 +2024-11-21 18:03:32,258 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-20 +2024-11-21 18:03:32,262 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-20 +2024-11-21 18:03:32,266 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-20 +2024-11-21 18:03:32,270 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 18:03:32,274 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 18:03:32,277 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 18:03:32,282 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-21 +2024-11-21 18:03:32,287 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-21 +2024-11-21 18:03:32,292 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-21 +2024-11-21 18:03:32,295 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-21 +2024-11-21 18:03:32,298 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 18:03:32,302 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 18:03:32,307 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 18:03:32,311 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 18:03:32,315 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 18:03:32,319 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 18:03:32,324 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-20 +2024-11-21 18:03:32,328 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-20 +2024-11-21 18:03:32,332 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-19 +2024-11-21 18:03:32,337 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-20 +2024-11-21 18:03:32,341 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-20 +2024-11-21 18:03:32,347 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 18:03:32,353 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 18:03:32,358 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-20 +2024-11-21 18:03:32,362 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 18:03:32,366 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 18:03:32,370 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-20 +2024-11-21 18:03:32,374 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-20 +2024-11-21 18:03:32,378 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-20 +2024-11-21 18:03:32,382 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-20 +2024-11-21 18:03:32,385 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 18:03:32,391 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 18:03:32,395 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 18:03:32,397 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 18:03:32,401 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-15 +2024-11-21 18:03:32,406 - my_logger - INFO - Column ͬ was last updated at 2024-11-15 +2024-11-21 18:03:32,414 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-15 +2024-11-21 18:03:32,420 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 18:03:32,425 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 18:03:32,440 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 18:03:32,457 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 18:03:32,470 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 18:03:32,474 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-15 +2024-11-21 18:03:32,478 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 18:03:32,484 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 18:03:32,488 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-15 +2024-11-21 18:03:32,506 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 18:03:32,513 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 18:03:32,518 - my_logger - INFO - Column ò was last updated at 2024-11-15 +2024-11-21 18:03:32,522 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-15 +2024-11-21 18:03:32,526 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 18:03:32,530 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 18:03:32,534 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 18:03:32,539 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 18:03:32,543 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 18:03:32,546 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 18:03:32,549 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 18:03:32,553 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 18:03:32,557 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 18:03:32,562 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 18:03:32,565 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 18:03:32,569 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 18:03:32,572 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 18:03:32,576 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 18:03:32,581 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 18:03:32,585 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 18:03:32,589 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 18:03:32,593 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 18:03:32,596 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 18:03:32,600 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 18:03:32,605 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 18:03:32,609 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 18:03:32,612 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 18:03:32,615 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 18:03:32,620 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 18:03:32,624 - my_logger - INFO - Column ԭ was last updated at 2024-11-15 +2024-11-21 18:03:32,628 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 18:03:32,632 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-15 +2024-11-21 18:03:32,635 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 18:03:32,639 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 18:03:32,643 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-15 +2024-11-21 18:03:32,647 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 18:03:32,650 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 18:03:32,654 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-15 +2024-11-21 18:03:32,658 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 18:03:32,663 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 18:03:32,667 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 18:03:32,672 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-15 +2024-11-21 18:03:32,676 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 18:03:32,680 - my_logger - INFO - Column DOE-; was last updated at 2024-11-15 +2024-11-21 18:03:32,684 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-15 +2024-11-21 18:03:32,688 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-15 +2024-11-21 18:03:32,692 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-15 +2024-11-21 18:03:32,695 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-15 +2024-11-21 18:03:32,699 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-15 +2024-11-21 18:03:32,702 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-19 +2024-11-21 18:03:32,705 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-19 +2024-11-21 18:03:32,709 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-15 +2024-11-21 18:03:32,713 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-15 +2024-11-21 18:03:32,717 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-15 +2024-11-21 18:03:32,722 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-15 +2024-11-21 18:03:32,726 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 18:03:32,730 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 18:03:32,734 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 18:03:32,738 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,741 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 18:03:32,745 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 18:03:32,749 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,754 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,758 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,762 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,766 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,769 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,774 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,778 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 18:03:32,782 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,786 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 18:03:32,790 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,795 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 18:03:32,799 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,802 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 18:03:32,806 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,810 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,814 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,819 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,824 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,828 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 18:03:32,832 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,835 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,840 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,844 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,848 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,852 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,856 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,860 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,864 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,867 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,872 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,876 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,879 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,883 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,887 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,891 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,895 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,899 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,904 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,908 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,912 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,916 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,920 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:03:32,924 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:32,928 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 18:03:32,931 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:32,935 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:32,939 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:32,943 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:32,947 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:32,951 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 18:03:32,956 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:32,960 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:32,964 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:32,968 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:32,973 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:32,978 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 18:03:32,982 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:32,986 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:32,990 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:32,995 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:32,999 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,003 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,007 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,011 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,015 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,020 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,024 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,029 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,033 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,037 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,041 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,045 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,048 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,051 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,055 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,060 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,064 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:03:33,068 - my_logger - INFO - Column ˮλ was last updated at 2024-11-20 +2024-11-21 18:03:33,072 - my_logger - INFO - Column ovx index was last updated at 2024-11-20 +2024-11-21 18:03:33,075 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-20 +2024-11-21 18:03:33,079 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-20 +2024-11-21 18:03:33,083 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-20 +2024-11-21 18:03:33,087 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-20 +2024-11-21 18:03:33,092 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-15 +2024-11-21 18:03:33,096 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 18:03:33,100 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 18:03:33,104 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 18:03:33,108 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-19 +2024-11-21 18:03:33,112 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-20 +2024-11-21 18:03:33,116 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-20 +2024-11-21 18:03:33,127 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 18:03:33,130 - my_logger - INFO - ɾԤǰ(2517, 504) +2024-11-21 18:03:33,134 - my_logger - INFO - ɾԤ(2517, 429) +2024-11-21 18:03:33,135 - my_logger - INFO - ɾ²ǰ(2517, 429) +2024-11-21 18:03:34,086 - my_logger - INFO - ɾ²(2517, 425) +2024-11-21 18:03:34,094 - my_logger - INFO - ɾԤΪֵк(1781, 425) +2024-11-21 18:03:34,100 - my_logger - INFO - ɾȫΪֵк(1781, 354) +2024-11-21 18:03:40,984 - my_logger - INFO - ն(222) ܶ(130) ¶(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +217 C2403128043 +218 C2403150124 +219 FVHCM1 INDEX +220 GC1 COMB Comdty +221 C2404167855 + +[222 rows x 3 columns] +2024-11-21 18:03:41,004 - my_logger - INFO - Ϣܹ351,ն(222),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 18:03:41,007 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 18:03:42,905 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', y = '72.93' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 18:03:42,911 - my_logger - INFO - ʼѵģ... +2024-11-21 18:03:42,912 - my_logger - INFO - ģѵ +2024-11-21 18:03:42,913 - my_logger - INFO - ѵݻͼing +2024-11-21 18:03:44,593 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-21 00:00:00', NHITS = '73.02695', Informer = '74.880905', LSTM = '73.00687', iTransformer = '73.82856', TSMixer = '73.84927', TSMixerx = '74.90386', PatchTST = '72.881065', RNN = '74.24087', GRU = '73.30809', TCN = '74.552666', BiTCN = '73.27787', DilatedRNN = '72.32639', MLP = '73.24743', DLinear = '72.40385', NLinear = '73.783905', TFT = '72.98307', StemGNN = '74.90098', MLPMultivariate = '74.468864', TiDE = '74.01576', DeepNPTS = '74.939926' WHERE ds = '2024-11-21 00:00:00' +2024-11-21 18:04:44,163 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 18:04:44,164 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 18:06:10,997 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:06:11,004 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:06:11,008 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:06:11,012 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:06:11,016 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:06:11,027 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:06:11,044 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-15 +2024-11-21 18:06:11,051 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 18:06:11,055 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 18:06:11,060 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-15 +2024-11-21 18:06:11,065 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-15 +2024-11-21 18:06:11,069 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-15 +2024-11-21 18:06:11,073 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 18:06:11,078 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 18:06:11,082 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 18:06:11,087 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 18:06:11,093 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 18:06:11,099 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 18:06:11,104 - my_logger - INFO - Column Ʒ was last updated at 2024-11-15 +2024-11-21 18:06:11,107 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-15 +2024-11-21 18:06:11,112 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 18:06:11,115 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 18:06:11,126 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-15 +2024-11-21 18:06:11,130 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 18:06:11,134 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-15 +2024-11-21 18:06:11,139 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-15 +2024-11-21 18:06:11,143 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-15 +2024-11-21 18:06:11,147 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-15 +2024-11-21 18:06:11,150 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-15 +2024-11-21 18:06:11,155 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 18:06:11,159 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 18:06:11,187 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 18:06:11,214 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 18:06:11,219 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-21 +2024-11-21 18:06:11,225 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-21 +2024-11-21 18:06:11,239 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-21 +2024-11-21 18:06:11,249 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-20 +2024-11-21 18:06:11,256 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-20 +2024-11-21 18:06:11,260 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-20 +2024-11-21 18:06:11,265 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-20 +2024-11-21 18:06:11,268 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-20 +2024-11-21 18:06:11,273 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-20 +2024-11-21 18:06:11,276 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-20 +2024-11-21 18:06:11,279 - my_logger - INFO - Column ͵һ was last updated at 2024-11-20 +2024-11-21 18:06:11,283 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 18:06:11,288 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 18:06:11,293 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-20 +2024-11-21 18:06:11,297 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-20 +2024-11-21 18:06:11,301 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-20 +2024-11-21 18:06:11,307 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-20 +2024-11-21 18:06:11,311 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-20 +2024-11-21 18:06:11,317 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-20 +2024-11-21 18:06:11,322 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-20 +2024-11-21 18:06:11,326 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-20 +2024-11-21 18:06:11,331 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-20 +2024-11-21 18:06:11,336 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 18:06:11,340 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 18:06:11,344 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 18:06:11,349 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 18:06:11,353 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-20 +2024-11-21 18:06:11,358 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-20 +2024-11-21 18:06:11,362 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-20 +2024-11-21 18:06:11,366 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-20 +2024-11-21 18:06:11,372 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-20 +2024-11-21 18:06:11,376 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-20 +2024-11-21 18:06:11,381 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-20 +2024-11-21 18:06:11,385 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-20 +2024-11-21 18:06:11,390 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-20 +2024-11-21 18:06:11,395 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-20 +2024-11-21 18:06:11,400 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-20 +2024-11-21 18:06:11,405 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 18:06:11,410 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-20 +2024-11-21 18:06:11,415 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-20 +2024-11-21 18:06:11,420 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 18:06:11,425 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-20 +2024-11-21 18:06:11,428 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-21 +2024-11-21 18:06:11,433 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-20 +2024-11-21 18:06:11,437 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-20 +2024-11-21 18:06:11,442 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-20 +2024-11-21 18:06:11,446 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-20 +2024-11-21 18:06:11,451 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-20 +2024-11-21 18:06:11,456 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 18:06:11,462 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-20 +2024-11-21 18:06:11,465 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 18:06:11,469 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 18:06:11,474 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 18:06:11,477 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-20 +2024-11-21 18:06:11,482 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-20 +2024-11-21 18:06:11,487 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-21 +2024-11-21 18:06:11,491 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-21 +2024-11-21 18:06:11,495 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 18:06:11,498 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 18:06:11,503 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-19 +2024-11-21 18:06:11,508 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 18:06:11,511 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 18:06:11,514 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 18:06:11,519 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-20 +2024-11-21 18:06:11,524 - my_logger - INFO - Column y was last updated at 2024-11-20 +2024-11-21 18:06:11,528 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 18:06:11,531 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-20 +2024-11-21 18:06:11,535 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-20 +2024-11-21 18:06:11,539 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-21 +2024-11-21 18:06:11,542 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-20 +2024-11-21 18:06:11,546 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-20 +2024-11-21 18:06:11,550 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-20 +2024-11-21 18:06:11,554 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-20 +2024-11-21 18:06:11,558 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-20 +2024-11-21 18:06:11,561 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-20 +2024-11-21 18:06:11,565 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-20 +2024-11-21 18:06:11,569 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-20 +2024-11-21 18:06:11,572 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-20 +2024-11-21 18:06:11,577 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-20 +2024-11-21 18:06:11,581 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-20 +2024-11-21 18:06:11,584 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-20 +2024-11-21 18:06:11,588 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-20 +2024-11-21 18:06:11,592 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-20 +2024-11-21 18:06:11,596 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 18:06:11,600 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 18:06:11,605 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-21 +2024-11-21 18:06:11,608 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 18:06:11,611 - my_logger - INFO - Column Brent* was last updated at 2024-11-20 +2024-11-21 18:06:11,615 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 18:06:11,619 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 18:06:11,622 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 18:06:11,626 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-20 +2024-11-21 18:06:11,630 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 18:06:11,634 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 18:06:11,638 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 18:06:11,641 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-20 +2024-11-21 18:06:11,645 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-20 +2024-11-21 18:06:11,649 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-20 +2024-11-21 18:06:11,652 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 18:06:11,656 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 18:06:11,660 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 18:06:11,663 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 18:06:11,666 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-20 +2024-11-21 18:06:11,670 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 18:06:11,675 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-20 +2024-11-21 18:06:11,679 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-20 +2024-11-21 18:06:11,683 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 18:06:11,687 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 18:06:11,692 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 18:06:11,695 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 18:06:11,697 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 18:06:11,702 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 18:06:11,707 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-20 +2024-11-21 18:06:11,711 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 18:06:11,715 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 18:06:11,719 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 18:06:11,723 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 18:06:11,727 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 18:06:11,731 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-15 +2024-11-21 18:06:11,734 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-15 +2024-11-21 18:06:11,738 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 18:06:11,742 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-15 +2024-11-21 18:06:11,745 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-15 +2024-11-21 18:06:11,749 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-15 +2024-11-21 18:06:11,753 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 18:06:11,758 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 18:06:11,761 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-15 +2024-11-21 18:06:11,764 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 18:06:11,768 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-15 +2024-11-21 18:06:11,772 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-15 +2024-11-21 18:06:11,776 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 18:06:11,780 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 18:06:11,784 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 18:06:11,788 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-15 +2024-11-21 18:06:11,792 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 18:06:11,796 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 18:06:11,799 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 18:06:11,803 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 18:06:11,807 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 18:06:11,811 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 18:06:11,815 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 18:06:11,819 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 18:06:11,823 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 18:06:11,826 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 18:06:11,831 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 18:06:11,835 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 18:06:11,838 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 18:06:11,842 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-15 +2024-11-21 18:06:11,846 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-15 +2024-11-21 18:06:11,851 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-15 +2024-11-21 18:06:11,855 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-15 +2024-11-21 18:06:11,859 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-15 +2024-11-21 18:06:11,863 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-15 +2024-11-21 18:06:11,866 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-15 +2024-11-21 18:06:11,870 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-15 +2024-11-21 18:06:11,874 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 18:06:11,878 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 18:06:11,882 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 18:06:11,886 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 18:06:11,891 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-15 +2024-11-21 18:06:11,896 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 18:06:11,899 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-15 +2024-11-21 18:06:11,903 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 18:06:11,908 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-20 +2024-11-21 18:06:11,911 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-20 +2024-11-21 18:06:11,916 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-20 +2024-11-21 18:06:11,920 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-20 +2024-11-21 18:06:11,924 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-20 +2024-11-21 18:06:11,926 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 18:06:11,930 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 18:06:11,933 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-20 +2024-11-21 18:06:11,938 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-20 +2024-11-21 18:06:11,942 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-20 +2024-11-21 18:06:11,946 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-20 +2024-11-21 18:06:11,950 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-20 +2024-11-21 18:06:11,954 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-20 +2024-11-21 18:06:11,959 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-20 +2024-11-21 18:06:11,962 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-20 +2024-11-21 18:06:11,965 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-20 +2024-11-21 18:06:11,968 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-20 +2024-11-21 18:06:11,972 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-20 +2024-11-21 18:06:11,977 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-20 +2024-11-21 18:06:11,981 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-20 +2024-11-21 18:06:11,986 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-20 +2024-11-21 18:06:11,990 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-20 +2024-11-21 18:06:11,994 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-20 +2024-11-21 18:06:11,998 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-20 +2024-11-21 18:06:12,003 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-20 +2024-11-21 18:06:12,007 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-20 +2024-11-21 18:06:12,011 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-20 +2024-11-21 18:06:12,016 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-20 +2024-11-21 18:06:12,019 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-20 +2024-11-21 18:06:12,022 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-19 +2024-11-21 18:06:12,026 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-20 +2024-11-21 18:06:12,030 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-20 +2024-11-21 18:06:12,034 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-20 +2024-11-21 18:06:12,039 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 18:06:12,043 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-20 +2024-11-21 18:06:12,047 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-19 +2024-11-21 18:06:12,050 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-20 +2024-11-21 18:06:12,054 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:06:12,059 - my_logger - INFO - Column DFL was last updated at 2024-11-20 +2024-11-21 18:06:12,062 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-20 +2024-11-21 18:06:12,066 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-21 +2024-11-21 18:06:12,069 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-20 +2024-11-21 18:06:12,073 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-20 +2024-11-21 18:06:12,076 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-20 +2024-11-21 18:06:12,081 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-20 +2024-11-21 18:06:12,085 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-20 +2024-11-21 18:06:12,089 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-21 +2024-11-21 18:06:12,092 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-20 +2024-11-21 18:06:12,096 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-20 +2024-11-21 18:06:12,100 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-20 +2024-11-21 18:06:12,105 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-20 +2024-11-21 18:06:12,109 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-21 +2024-11-21 18:06:12,113 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-19 +2024-11-21 18:06:12,117 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 18:06:12,122 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-21 +2024-11-21 18:06:12,126 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-19 +2024-11-21 18:06:12,130 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-19 +2024-11-21 18:06:12,133 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-20 +2024-11-21 18:06:12,138 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-21 +2024-11-21 18:06:12,142 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 18:06:12,145 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-20 +2024-11-21 18:06:12,148 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-21 +2024-11-21 18:06:12,152 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 18:06:12,157 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-19 +2024-11-21 18:06:12,161 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-19 +2024-11-21 18:06:12,164 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-19 +2024-11-21 18:06:12,168 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-19 +2024-11-21 18:06:12,172 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-20 +2024-11-21 18:06:12,176 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 18:06:12,180 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 18:06:12,183 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 18:06:12,188 - my_logger - INFO - Column SCȼ was last updated at 2024-11-19 +2024-11-21 18:06:12,192 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:06:12,195 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:06:12,198 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:06:12,203 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-19 +2024-11-21 18:06:12,207 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-20 +2024-11-21 18:06:12,211 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:06:12,216 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 18:06:12,220 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-20 +2024-11-21 18:06:12,224 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:06:12,227 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-20 +2024-11-21 18:06:12,231 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-20 +2024-11-21 18:06:12,235 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-20 +2024-11-21 18:06:12,239 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 18:06:12,244 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-21 +2024-11-21 18:06:12,247 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-20 +2024-11-21 18:06:12,251 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-20 +2024-11-21 18:06:12,255 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-20 +2024-11-21 18:06:12,259 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-20 +2024-11-21 18:06:12,265 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-20 +2024-11-21 18:06:12,268 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-20 +2024-11-21 18:06:12,272 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 18:06:12,276 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 18:06:12,281 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-20 +2024-11-21 18:06:12,283 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-19 +2024-11-21 18:06:12,287 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-20 +2024-11-21 18:06:12,291 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-20 +2024-11-21 18:06:12,295 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-20 +2024-11-21 18:06:12,298 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-20 +2024-11-21 18:06:12,301 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-20 +2024-11-21 18:06:12,305 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-20 +2024-11-21 18:06:12,309 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-20 +2024-11-21 18:06:12,313 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-20 +2024-11-21 18:06:12,316 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-20 +2024-11-21 18:06:12,320 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-20 +2024-11-21 18:06:12,324 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-20 +2024-11-21 18:06:12,328 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-20 +2024-11-21 18:06:12,331 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-20 +2024-11-21 18:06:12,334 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 18:06:12,339 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 18:06:12,343 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 18:06:12,347 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-21 +2024-11-21 18:06:12,350 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-21 +2024-11-21 18:06:12,354 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-21 +2024-11-21 18:06:12,359 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-21 +2024-11-21 18:06:12,362 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 18:06:12,366 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 18:06:12,370 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 18:06:12,374 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 18:06:12,378 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 18:06:12,382 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 18:06:12,386 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-20 +2024-11-21 18:06:12,390 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-20 +2024-11-21 18:06:12,394 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-19 +2024-11-21 18:06:12,399 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-20 +2024-11-21 18:06:12,403 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-20 +2024-11-21 18:06:12,407 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 18:06:12,411 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 18:06:12,416 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-20 +2024-11-21 18:06:12,420 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 18:06:12,424 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 18:06:12,428 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-20 +2024-11-21 18:06:12,432 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-20 +2024-11-21 18:06:12,438 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-20 +2024-11-21 18:06:12,442 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-20 +2024-11-21 18:06:12,446 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 18:06:12,450 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 18:06:12,455 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 18:06:12,459 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 18:06:12,462 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-15 +2024-11-21 18:06:12,466 - my_logger - INFO - Column ͬ was last updated at 2024-11-15 +2024-11-21 18:06:12,471 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-15 +2024-11-21 18:06:12,475 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 18:06:12,478 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 18:06:12,482 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 18:06:12,486 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 18:06:12,491 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 18:06:12,494 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-15 +2024-11-21 18:06:12,498 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 18:06:12,501 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 18:06:12,506 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-15 +2024-11-21 18:06:12,509 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 18:06:12,513 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 18:06:12,517 - my_logger - INFO - Column ò was last updated at 2024-11-15 +2024-11-21 18:06:12,520 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-15 +2024-11-21 18:06:12,524 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 18:06:12,527 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 18:06:12,531 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 18:06:12,534 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 18:06:12,540 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 18:06:12,544 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 18:06:12,547 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 18:06:12,551 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 18:06:12,555 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 18:06:12,558 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 18:06:12,562 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 18:06:12,566 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 18:06:12,570 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 18:06:12,574 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 18:06:12,578 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 18:06:12,582 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 18:06:12,586 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 18:06:12,590 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 18:06:12,594 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 18:06:12,598 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 18:06:12,602 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 18:06:12,605 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 18:06:12,610 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 18:06:12,614 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 18:06:12,618 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 18:06:12,622 - my_logger - INFO - Column ԭ was last updated at 2024-11-15 +2024-11-21 18:06:12,626 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 18:06:12,629 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-15 +2024-11-21 18:06:12,633 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 18:06:12,639 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 18:06:12,642 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-15 +2024-11-21 18:06:12,646 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 18:06:12,650 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 18:06:12,655 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-15 +2024-11-21 18:06:12,659 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 18:06:12,662 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 18:06:12,665 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 18:06:12,670 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-15 +2024-11-21 18:06:12,675 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 18:06:12,678 - my_logger - INFO - Column DOE-; was last updated at 2024-11-15 +2024-11-21 18:06:12,681 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-15 +2024-11-21 18:06:12,685 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-15 +2024-11-21 18:06:12,690 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-15 +2024-11-21 18:06:12,694 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-15 +2024-11-21 18:06:12,696 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-15 +2024-11-21 18:06:12,699 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-19 +2024-11-21 18:06:12,704 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-19 +2024-11-21 18:06:12,707 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-15 +2024-11-21 18:06:12,710 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-15 +2024-11-21 18:06:12,713 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-15 +2024-11-21 18:06:12,717 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-15 +2024-11-21 18:06:12,721 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 18:06:12,726 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 18:06:12,729 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 18:06:12,770 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,783 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 18:06:12,786 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 18:06:12,791 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,795 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,800 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,810 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,814 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,818 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,822 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,827 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 18:06:12,831 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,834 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 18:06:12,838 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,843 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 18:06:12,846 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,851 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 18:06:12,856 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,859 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,863 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,866 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,868 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,874 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 18:06:12,878 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,882 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,885 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,890 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,894 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,897 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,900 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,905 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,908 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,912 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,916 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,920 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,923 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,927 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,930 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,934 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,937 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,941 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,944 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,947 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,951 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,956 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,960 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:06:12,963 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:12,968 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 18:06:12,972 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:12,976 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:12,980 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:12,983 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:12,989 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:12,993 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 18:06:12,997 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,001 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,005 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,009 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,013 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,016 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 18:06:13,020 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,024 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,028 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,032 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,035 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,039 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,042 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,046 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,049 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,053 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,057 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,060 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,063 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,067 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,073 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,077 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,080 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,083 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,089 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,093 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,097 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:06:13,101 - my_logger - INFO - Column ˮλ was last updated at 2024-11-20 +2024-11-21 18:06:13,105 - my_logger - INFO - Column ovx index was last updated at 2024-11-20 +2024-11-21 18:06:13,109 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-20 +2024-11-21 18:06:13,114 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-20 +2024-11-21 18:06:13,118 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-20 +2024-11-21 18:06:13,123 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-20 +2024-11-21 18:06:13,126 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-15 +2024-11-21 18:06:13,130 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 18:06:13,133 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 18:06:13,138 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 18:06:13,142 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-19 +2024-11-21 18:06:13,146 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-20 +2024-11-21 18:06:13,151 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-20 +2024-11-21 18:06:13,160 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 18:06:13,163 - my_logger - INFO - ɾԤǰ(2517, 504) +2024-11-21 18:06:13,168 - my_logger - INFO - ɾԤ(2517, 429) +2024-11-21 18:06:13,169 - my_logger - INFO - ɾ²ǰ(2517, 429) +2024-11-21 18:06:14,059 - my_logger - INFO - ɾ²(2517, 425) +2024-11-21 18:06:14,064 - my_logger - INFO - ɾԤΪֵк(1781, 425) +2024-11-21 18:06:14,070 - my_logger - INFO - ɾȫΪֵк(1781, 354) +2024-11-21 18:06:20,634 - my_logger - INFO - ն(222) ܶ(130) ¶(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +217 C2403128043 +218 C2403150124 +219 FVHCM1 INDEX +220 GC1 COMB Comdty +221 C2404167855 + +[222 rows x 3 columns] +2024-11-21 18:06:20,658 - my_logger - INFO - Ϣܹ351,ն(222),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 18:06:20,660 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 18:06:22,574 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', y = '72.93' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 18:06:22,579 - my_logger - INFO - ʼѵģ... +2024-11-21 18:06:22,580 - my_logger - INFO - ģѵ +2024-11-21 18:06:22,581 - my_logger - INFO - ѵݻͼing +2024-11-21 18:06:24,009 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-21 00:00:00', NHITS = '73.02695', Informer = '74.880905', LSTM = '73.00687', iTransformer = '73.82856', TSMixer = '73.84927', TSMixerx = '74.90386', PatchTST = '72.881065', RNN = '74.24087', GRU = '73.30809', TCN = '74.552666', BiTCN = '73.27787', DilatedRNN = '72.32639', MLP = '73.24743', DLinear = '72.40385', NLinear = '73.783905', TFT = '72.98307', StemGNN = '74.90098', MLPMultivariate = '74.468864', TiDE = '74.01576', DeepNPTS = '74.939926' WHERE ds = '2024-11-21 00:00:00' +2024-11-21 18:06:24,609 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-14 00:00:00', NHITS = '82.14', Informer = '81.62', LSTM = '80.29', iTransformer = '80.66', TSMixer = '82.02', TSMixerx = '81.77', PatchTST = '82.4', RNN = '84.47', GRU = '82.83', TCN = '86.22', BiTCN = '82.02', DilatedRNN = '80.21', MLP = '82.46', DLinear = '82.04', NLinear = '82.37', TFT = '81.08', StemGNN = '79.23', MLPMultivariate = '79.59', TiDE = '82.22', DeepNPTS = '82.06', y = '80.99', upper_bound = '79.23', lower_bound = '84.47' WHERE ds = '2024-02-14 00:00:00' +2024-11-21 18:11:45,820 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 18:11:45,821 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 18:13:06,256 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:13:06,262 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:13:06,266 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:13:06,270 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:13:06,273 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:13:06,277 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 18:13:06,281 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-15 +2024-11-21 18:13:06,285 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 18:13:06,289 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 18:13:06,292 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-15 +2024-11-21 18:13:06,296 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-15 +2024-11-21 18:13:06,300 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-15 +2024-11-21 18:13:06,304 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 18:13:06,308 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 18:13:06,313 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 18:13:06,316 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 18:13:06,320 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 18:13:06,325 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 18:13:06,329 - my_logger - INFO - Column Ʒ was last updated at 2024-11-15 +2024-11-21 18:13:06,333 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-15 +2024-11-21 18:13:06,336 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 18:13:06,340 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 18:13:06,344 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-15 +2024-11-21 18:13:06,347 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 18:13:06,352 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-15 +2024-11-21 18:13:06,357 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-15 +2024-11-21 18:13:06,360 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-15 +2024-11-21 18:13:06,363 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-15 +2024-11-21 18:13:06,368 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-15 +2024-11-21 18:13:06,370 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 18:13:06,374 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-15 +2024-11-21 18:13:06,378 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 18:13:06,381 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 18:13:06,385 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-21 +2024-11-21 18:13:06,389 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-21 +2024-11-21 18:13:06,393 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-21 +2024-11-21 18:13:06,396 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-20 +2024-11-21 18:13:06,400 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-20 +2024-11-21 18:13:06,407 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-20 +2024-11-21 18:13:06,412 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-20 +2024-11-21 18:13:06,415 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-20 +2024-11-21 18:13:06,418 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-20 +2024-11-21 18:13:06,421 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-20 +2024-11-21 18:13:06,425 - my_logger - INFO - Column ͵һ was last updated at 2024-11-20 +2024-11-21 18:13:06,430 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 18:13:06,433 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 18:13:06,437 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-20 +2024-11-21 18:13:06,441 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-20 +2024-11-21 18:13:06,445 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-20 +2024-11-21 18:13:06,449 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-20 +2024-11-21 18:13:06,453 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-20 +2024-11-21 18:13:06,456 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-20 +2024-11-21 18:13:06,461 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-20 +2024-11-21 18:13:06,463 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-20 +2024-11-21 18:13:06,467 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-20 +2024-11-21 18:13:06,470 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 18:13:06,474 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 18:13:06,479 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 18:13:06,483 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 18:13:06,486 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-20 +2024-11-21 18:13:06,490 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-20 +2024-11-21 18:13:06,494 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-20 +2024-11-21 18:13:06,498 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-20 +2024-11-21 18:13:06,502 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-20 +2024-11-21 18:13:06,505 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-20 +2024-11-21 18:13:06,509 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-20 +2024-11-21 18:13:06,513 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-20 +2024-11-21 18:13:06,517 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-20 +2024-11-21 18:13:06,521 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-20 +2024-11-21 18:13:06,525 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-20 +2024-11-21 18:13:06,528 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 18:13:06,532 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-20 +2024-11-21 18:13:06,535 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-20 +2024-11-21 18:13:06,539 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 18:13:06,543 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-20 +2024-11-21 18:13:06,546 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-21 +2024-11-21 18:13:06,549 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-20 +2024-11-21 18:13:06,554 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-20 +2024-11-21 18:13:06,558 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-20 +2024-11-21 18:13:06,561 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-20 +2024-11-21 18:13:06,565 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-20 +2024-11-21 18:13:06,568 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 18:13:06,572 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-20 +2024-11-21 18:13:06,576 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 18:13:06,579 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 18:13:06,583 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 18:13:06,586 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-20 +2024-11-21 18:13:06,590 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-20 +2024-11-21 18:13:06,594 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-21 +2024-11-21 18:13:06,598 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-21 +2024-11-21 18:13:06,602 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 18:13:06,605 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 18:13:06,609 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-19 +2024-11-21 18:13:06,613 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 18:13:06,617 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 18:13:06,621 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 18:13:06,624 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-20 +2024-11-21 18:13:06,628 - my_logger - INFO - Column y was last updated at 2024-11-20 +2024-11-21 18:13:06,632 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 18:13:06,635 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-20 +2024-11-21 18:13:06,639 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-20 +2024-11-21 18:13:06,643 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-21 +2024-11-21 18:13:06,647 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-20 +2024-11-21 18:13:06,650 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-20 +2024-11-21 18:13:06,654 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-20 +2024-11-21 18:13:06,657 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-20 +2024-11-21 18:13:06,661 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-20 +2024-11-21 18:13:06,665 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-20 +2024-11-21 18:13:06,669 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-20 +2024-11-21 18:13:06,672 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-20 +2024-11-21 18:13:06,675 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-20 +2024-11-21 18:13:06,680 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-20 +2024-11-21 18:13:06,684 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-20 +2024-11-21 18:13:06,688 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-20 +2024-11-21 18:13:06,692 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-20 +2024-11-21 18:13:06,697 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-20 +2024-11-21 18:13:06,700 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 18:13:06,704 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 18:13:06,708 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-21 +2024-11-21 18:13:06,711 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 18:13:06,715 - my_logger - INFO - Column Brent* was last updated at 2024-11-20 +2024-11-21 18:13:06,719 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 18:13:06,723 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 18:13:06,728 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 18:13:06,732 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-20 +2024-11-21 18:13:06,736 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 18:13:06,739 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 18:13:06,743 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-20 +2024-11-21 18:13:06,747 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-20 +2024-11-21 18:13:06,751 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-20 +2024-11-21 18:13:06,754 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-20 +2024-11-21 18:13:06,758 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 18:13:06,763 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 18:13:06,766 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 18:13:06,770 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 18:13:06,773 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-20 +2024-11-21 18:13:06,777 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 18:13:06,780 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-20 +2024-11-21 18:13:06,784 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-20 +2024-11-21 18:13:06,788 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 18:13:06,792 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 18:13:06,796 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 18:13:06,800 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-20 +2024-11-21 18:13:06,804 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 18:13:06,807 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-20 +2024-11-21 18:13:06,811 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-20 +2024-11-21 18:13:06,815 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 18:13:06,819 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 18:13:06,822 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 18:13:06,826 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 18:13:06,831 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-20 +2024-11-21 18:13:06,835 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-15 +2024-11-21 18:13:06,838 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-15 +2024-11-21 18:13:06,841 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 18:13:06,845 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-15 +2024-11-21 18:13:06,850 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-15 +2024-11-21 18:13:06,854 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-15 +2024-11-21 18:13:06,858 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 18:13:06,861 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-15 +2024-11-21 18:13:06,866 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-15 +2024-11-21 18:13:06,869 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 18:13:06,874 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-15 +2024-11-21 18:13:06,877 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-15 +2024-11-21 18:13:06,881 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 18:13:06,885 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 18:13:06,889 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 18:13:06,893 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-15 +2024-11-21 18:13:06,897 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 18:13:06,900 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 18:13:06,904 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 18:13:06,908 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 18:13:06,911 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 18:13:06,914 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 18:13:06,918 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 18:13:06,921 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 18:13:06,925 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 18:13:06,931 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 18:13:06,934 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 18:13:06,938 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 18:13:06,941 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 18:13:06,946 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-15 +2024-11-21 18:13:06,949 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-15 +2024-11-21 18:13:06,953 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-15 +2024-11-21 18:13:06,956 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-15 +2024-11-21 18:13:06,961 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-15 +2024-11-21 18:13:06,965 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-15 +2024-11-21 18:13:06,969 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-15 +2024-11-21 18:13:06,973 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-15 +2024-11-21 18:13:06,977 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 18:13:06,981 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-15 +2024-11-21 18:13:06,985 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-15 +2024-11-21 18:13:06,989 - my_logger - INFO - Column Ϳ was last updated at 2024-11-15 +2024-11-21 18:13:06,992 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-15 +2024-11-21 18:13:06,996 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-15 +2024-11-21 18:13:07,000 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-15 +2024-11-21 18:13:07,003 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 18:13:07,008 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-20 +2024-11-21 18:13:07,012 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-20 +2024-11-21 18:13:07,016 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-20 +2024-11-21 18:13:07,019 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-20 +2024-11-21 18:13:07,023 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-20 +2024-11-21 18:13:07,027 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 18:13:07,030 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 18:13:07,034 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-20 +2024-11-21 18:13:07,038 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-20 +2024-11-21 18:13:07,042 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-20 +2024-11-21 18:13:07,046 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-20 +2024-11-21 18:13:07,050 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-20 +2024-11-21 18:13:07,054 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-20 +2024-11-21 18:13:07,059 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-20 +2024-11-21 18:13:07,062 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-20 +2024-11-21 18:13:07,066 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-20 +2024-11-21 18:13:07,070 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-20 +2024-11-21 18:13:07,074 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-20 +2024-11-21 18:13:07,079 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-20 +2024-11-21 18:13:07,082 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-20 +2024-11-21 18:13:07,087 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-20 +2024-11-21 18:13:07,090 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-20 +2024-11-21 18:13:07,094 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-20 +2024-11-21 18:13:07,097 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-20 +2024-11-21 18:13:07,101 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-20 +2024-11-21 18:13:07,104 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-20 +2024-11-21 18:13:07,108 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-20 +2024-11-21 18:13:07,111 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-20 +2024-11-21 18:13:07,114 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-20 +2024-11-21 18:13:07,118 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-19 +2024-11-21 18:13:07,121 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-20 +2024-11-21 18:13:07,125 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-20 +2024-11-21 18:13:07,129 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-20 +2024-11-21 18:13:07,132 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 18:13:07,136 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-20 +2024-11-21 18:13:07,139 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-19 +2024-11-21 18:13:07,143 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-20 +2024-11-21 18:13:07,147 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:13:07,150 - my_logger - INFO - Column DFL was last updated at 2024-11-20 +2024-11-21 18:13:07,154 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-20 +2024-11-21 18:13:07,157 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-21 +2024-11-21 18:13:07,161 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-20 +2024-11-21 18:13:07,165 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-20 +2024-11-21 18:13:07,168 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-20 +2024-11-21 18:13:07,171 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-20 +2024-11-21 18:13:07,174 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-20 +2024-11-21 18:13:07,179 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-21 +2024-11-21 18:13:07,183 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-20 +2024-11-21 18:13:07,186 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-20 +2024-11-21 18:13:07,190 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-20 +2024-11-21 18:13:07,194 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-20 +2024-11-21 18:13:07,198 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-21 +2024-11-21 18:13:07,202 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-19 +2024-11-21 18:13:07,205 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 18:13:07,209 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-21 +2024-11-21 18:13:07,213 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-19 +2024-11-21 18:13:07,217 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-19 +2024-11-21 18:13:07,220 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-20 +2024-11-21 18:13:07,225 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-21 +2024-11-21 18:13:07,229 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-21 +2024-11-21 18:13:07,233 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-20 +2024-11-21 18:13:07,237 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-21 +2024-11-21 18:13:07,241 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 18:13:07,245 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-19 +2024-11-21 18:13:07,248 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-19 +2024-11-21 18:13:07,251 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-19 +2024-11-21 18:13:07,256 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-19 +2024-11-21 18:13:07,260 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-20 +2024-11-21 18:13:07,264 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 18:13:07,268 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 18:13:07,272 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-19 +2024-11-21 18:13:07,276 - my_logger - INFO - Column SCȼ was last updated at 2024-11-19 +2024-11-21 18:13:07,280 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:13:07,286 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:13:07,290 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:13:07,294 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-19 +2024-11-21 18:13:07,298 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-20 +2024-11-21 18:13:07,302 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:13:07,305 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 18:13:07,309 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-20 +2024-11-21 18:13:07,312 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 18:13:07,317 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-20 +2024-11-21 18:13:07,321 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-20 +2024-11-21 18:13:07,325 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-20 +2024-11-21 18:13:07,329 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 18:13:07,333 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-21 +2024-11-21 18:13:07,336 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-20 +2024-11-21 18:13:07,339 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-20 +2024-11-21 18:13:07,343 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-20 +2024-11-21 18:13:07,347 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-20 +2024-11-21 18:13:07,354 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-20 +2024-11-21 18:13:07,358 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-20 +2024-11-21 18:13:07,361 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 18:13:07,365 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 18:13:07,369 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-20 +2024-11-21 18:13:07,372 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-19 +2024-11-21 18:13:07,376 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-20 +2024-11-21 18:13:07,380 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-20 +2024-11-21 18:13:07,384 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-20 +2024-11-21 18:13:07,388 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-20 +2024-11-21 18:13:07,392 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-20 +2024-11-21 18:13:07,396 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-20 +2024-11-21 18:13:07,398 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-20 +2024-11-21 18:13:07,404 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-20 +2024-11-21 18:13:07,407 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-20 +2024-11-21 18:13:07,411 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-20 +2024-11-21 18:13:07,414 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-20 +2024-11-21 18:13:07,418 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-20 +2024-11-21 18:13:07,422 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-20 +2024-11-21 18:13:07,426 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 18:13:07,430 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 18:13:07,433 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 18:13:07,437 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-21 +2024-11-21 18:13:07,443 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-21 +2024-11-21 18:13:07,446 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-21 +2024-11-21 18:13:07,450 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-21 +2024-11-21 18:13:07,453 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 18:13:07,456 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 18:13:07,461 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 18:13:07,464 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-20 +2024-11-21 18:13:07,468 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 18:13:07,472 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-20 +2024-11-21 18:13:07,476 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-20 +2024-11-21 18:13:07,481 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-20 +2024-11-21 18:13:07,484 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-19 +2024-11-21 18:13:07,487 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-20 +2024-11-21 18:13:07,490 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-20 +2024-11-21 18:13:07,495 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 18:13:07,498 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-20 +2024-11-21 18:13:07,502 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-20 +2024-11-21 18:13:07,505 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 18:13:07,511 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-20 +2024-11-21 18:13:07,515 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-20 +2024-11-21 18:13:07,519 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-20 +2024-11-21 18:13:07,523 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-20 +2024-11-21 18:13:07,527 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-20 +2024-11-21 18:13:07,531 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 18:13:07,535 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 18:13:07,539 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 18:13:07,542 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 18:13:07,546 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-15 +2024-11-21 18:13:07,551 - my_logger - INFO - Column ͬ was last updated at 2024-11-15 +2024-11-21 18:13:07,556 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-15 +2024-11-21 18:13:07,561 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 18:13:07,565 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 18:13:07,569 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 18:13:07,574 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 18:13:07,578 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 18:13:07,584 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-15 +2024-11-21 18:13:07,588 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 18:13:07,591 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 18:13:07,595 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-15 +2024-11-21 18:13:07,599 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 18:13:07,602 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 18:13:07,606 - my_logger - INFO - Column ò was last updated at 2024-11-15 +2024-11-21 18:13:07,609 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-15 +2024-11-21 18:13:07,613 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 18:13:07,616 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 18:13:07,620 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 18:13:07,623 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 18:13:07,627 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 18:13:07,633 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 18:13:07,636 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 18:13:07,641 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 18:13:07,646 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 18:13:07,651 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 18:13:07,654 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 18:13:07,657 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 18:13:07,661 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 18:13:07,665 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 18:13:07,668 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 18:13:07,672 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 18:13:07,676 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 18:13:07,680 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 18:13:07,684 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 18:13:07,688 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 18:13:07,692 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 18:13:07,696 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 18:13:07,699 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 18:13:07,703 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 18:13:07,707 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 18:13:07,710 - my_logger - INFO - Column ԭ was last updated at 2024-11-15 +2024-11-21 18:13:07,714 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 18:13:07,718 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-15 +2024-11-21 18:13:07,722 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 18:13:07,725 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 18:13:07,729 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-15 +2024-11-21 18:13:07,732 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 18:13:07,736 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 18:13:07,741 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-15 +2024-11-21 18:13:07,746 - my_logger - INFO - Column EIAú was last updated at 2024-11-15 +2024-11-21 18:13:07,750 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 18:13:07,754 - my_logger - INFO - Column EIA; was last updated at 2024-11-15 +2024-11-21 18:13:07,758 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-15 +2024-11-21 18:13:07,761 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 18:13:07,764 - my_logger - INFO - Column DOE-; was last updated at 2024-11-15 +2024-11-21 18:13:07,767 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-15 +2024-11-21 18:13:07,771 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-15 +2024-11-21 18:13:07,776 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-15 +2024-11-21 18:13:07,779 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-15 +2024-11-21 18:13:07,783 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-15 +2024-11-21 18:13:07,788 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-19 +2024-11-21 18:13:07,792 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-19 +2024-11-21 18:13:07,796 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-15 +2024-11-21 18:13:07,800 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-15 +2024-11-21 18:13:07,804 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-15 +2024-11-21 18:13:07,809 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-15 +2024-11-21 18:13:07,813 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 18:13:07,817 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-15 +2024-11-21 18:13:07,820 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 18:13:07,824 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,827 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 18:13:07,831 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 18:13:07,835 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,839 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,842 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,846 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,850 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,854 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,858 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,861 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 18:13:07,865 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,868 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 18:13:07,872 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,875 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 18:13:07,880 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,885 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 18:13:07,889 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,892 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,897 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,900 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,904 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,906 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 18:13:07,910 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,913 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,917 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,921 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,925 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,929 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,933 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,936 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,940 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,945 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,950 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,954 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,958 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,962 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,966 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,969 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,973 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,976 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,980 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,984 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,987 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,991 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,996 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 18:13:07,999 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,003 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 18:13:08,007 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,011 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,015 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,019 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,023 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,027 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 18:13:08,030 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,034 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,039 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,042 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,045 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,050 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 18:13:08,054 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,057 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,061 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,066 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,069 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,072 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,076 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,080 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,084 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,088 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,091 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,095 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,099 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,102 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,106 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,110 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,114 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,118 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,122 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,127 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,130 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 18:13:08,134 - my_logger - INFO - Column ˮλ was last updated at 2024-11-20 +2024-11-21 18:13:08,137 - my_logger - INFO - Column ovx index was last updated at 2024-11-20 +2024-11-21 18:13:08,142 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-20 +2024-11-21 18:13:08,146 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-20 +2024-11-21 18:13:08,150 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-20 +2024-11-21 18:13:08,153 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-20 +2024-11-21 18:13:08,157 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-15 +2024-11-21 18:13:08,162 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 18:13:08,166 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 18:13:08,170 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 18:13:08,174 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-19 +2024-11-21 18:13:08,177 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-20 +2024-11-21 18:13:08,181 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-20 +2024-11-21 18:13:08,191 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 18:13:08,194 - my_logger - INFO - ɾԤǰ(2517, 504) +2024-11-21 18:13:08,199 - my_logger - INFO - ɾԤ(2517, 429) +2024-11-21 18:13:08,200 - my_logger - INFO - ɾ²ǰ(2517, 429) +2024-11-21 18:13:09,175 - my_logger - INFO - ɾ²(2517, 425) +2024-11-21 18:13:09,182 - my_logger - INFO - ɾԤΪֵк(1781, 425) +2024-11-21 18:13:09,188 - my_logger - INFO - ɾȫΪֵк(1781, 354) +2024-11-21 18:13:16,177 - my_logger - INFO - ն(222) ܶ(130) ¶(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +217 C2403128043 +218 C2403150124 +219 FVHCM1 INDEX +220 GC1 COMB Comdty +221 C2404167855 + +[222 rows x 3 columns] +2024-11-21 18:13:16,199 - my_logger - INFO - Ϣܹ351,ն(222),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 18:13:16,202 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 18:13:18,083 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', y = '72.93' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 18:13:18,088 - my_logger - INFO - ʼѵģ... +2024-11-21 18:13:18,088 - my_logger - INFO - ģѵ +2024-11-21 18:13:18,089 - my_logger - INFO - ѵݻͼing +2024-11-21 18:13:19,607 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-21 00:00:00', NHITS = '73.02695', Informer = '74.880905', LSTM = '73.00687', iTransformer = '73.82856', TSMixer = '73.84927', TSMixerx = '74.90386', PatchTST = '72.881065', RNN = '74.24087', GRU = '73.30809', TCN = '74.552666', BiTCN = '73.27787', DilatedRNN = '72.32639', MLP = '73.24743', DLinear = '72.40385', NLinear = '73.783905', TFT = '72.98307', StemGNN = '74.90098', MLPMultivariate = '74.468864', TiDE = '74.01576', DeepNPTS = '74.939926' WHERE ds = '2024-11-21 00:00:00' +2024-11-21 18:13:20,196 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-14 00:00:00', NHITS = '82.14', Informer = '81.62', LSTM = '80.29', iTransformer = '80.66', TSMixer = '82.02', TSMixerx = '81.77', PatchTST = '82.4', RNN = '84.47', GRU = '82.83', TCN = '86.22', BiTCN = '82.02', DilatedRNN = '80.21', MLP = '82.46', DLinear = '82.04', NLinear = '82.37', TFT = '81.08', StemGNN = '79.23', MLPMultivariate = '79.59', TiDE = '82.22', DeepNPTS = '82.06', y = '80.99', min_within_quantile = '79.23', max_within_quantile = '84.47' WHERE ds = '2024-02-14 00:00:00' +2024-11-21 18:13:20,204 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-15 00:00:00', NHITS = '81.6', Informer = '81.23', LSTM = '79.43', iTransformer = '81.15', TSMixer = '81.34', TSMixerx = '80.99', PatchTST = '82.27', RNN = '83.35', GRU = '81.74', TCN = '85.79', BiTCN = '81.46', DilatedRNN = '79.44', MLP = '81.07', DLinear = '81.23', NLinear = '80.79', TFT = '80.91', StemGNN = '79.3', MLPMultivariate = '78.85', TiDE = '81.32', DeepNPTS = '80.94', y = '82.16', min_within_quantile = '78.85', max_within_quantile = '83.35' WHERE ds = '2024-02-15 00:00:00' +2024-11-21 18:13:20,212 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-16 00:00:00', NHITS = '82.18', Informer = '82.58', LSTM = '80.38', iTransformer = '81.87', TSMixer = '82.07', TSMixerx = '82.25', PatchTST = '83.85', RNN = '84.6', GRU = '83.1', TCN = '86.54', BiTCN = '82.35', DilatedRNN = '80.11', MLP = '83.26', DLinear = '82.24', NLinear = '81.9', TFT = '81.58', StemGNN = '79.39', MLPMultivariate = '79.81', TiDE = '82.18', DeepNPTS = '82.16', y = '82.74', min_within_quantile = '79.39', max_within_quantile = '84.6' WHERE ds = '2024-02-16 00:00:00' +2024-11-21 18:13:20,220 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-19 00:00:00', NHITS = '83.5', Informer = '82.51', LSTM = '80.82', iTransformer = '82.44', TSMixer = '82.37', TSMixerx = '83.21', PatchTST = '84.0', RNN = '84.92', GRU = '83.51', TCN = '86.91', BiTCN = '82.69', DilatedRNN = '80.87', MLP = '83.72', DLinear = '82.4', NLinear = '82.72', TFT = '81.69', StemGNN = '79.49', MLPMultivariate = '80.27', TiDE = '82.65', DeepNPTS = '82.74', y = '82.73', min_within_quantile = '80.27', max_within_quantile = '84.92' WHERE ds = '2024-02-19 00:00:00' +2024-11-21 18:13:20,228 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-20 00:00:00', NHITS = '83.61', Informer = '82.75', LSTM = '80.77', iTransformer = '77.27', TSMixer = '82.48', TSMixerx = '83.58', PatchTST = '83.08', RNN = '85.0', GRU = '83.46', TCN = '87.14', BiTCN = '82.42', DilatedRNN = '80.82', MLP = '83.07', DLinear = '82.91', NLinear = '82.44', TFT = '81.51', StemGNN = '79.6', MLPMultivariate = '80.28', TiDE = '82.47', DeepNPTS = '82.73', y = '81.5', min_within_quantile = '80.28', max_within_quantile = '85.0' WHERE ds = '2024-02-20 00:00:00' +2024-11-21 18:13:20,235 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-21 00:00:00', NHITS = '81.46', Informer = '80.57', LSTM = '79.78', iTransformer = '76.09', TSMixer = '81.54', TSMixerx = '83.34', PatchTST = '81.55', RNN = '83.87', GRU = '82.31', TCN = '86.63', BiTCN = '81.87', DilatedRNN = '79.64', MLP = '81.72', DLinear = '81.9', NLinear = '81.99', TFT = '81.09', StemGNN = '79.69', MLPMultivariate = '79.44', TiDE = '81.48', DeepNPTS = '81.5', y = '82.11', min_within_quantile = '80.57', max_within_quantile = '86.63' WHERE ds = '2024-02-21 00:00:00' +2024-11-21 18:13:20,241 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-22 00:00:00', NHITS = '82.52', Informer = '81.35', LSTM = '80.32', iTransformer = '76.27', TSMixer = '81.82', TSMixerx = '82.49', PatchTST = '82.22', RNN = '84.54', GRU = '83.11', TCN = '86.97', BiTCN = '82.12', DilatedRNN = '79.92', MLP = '82.69', DLinear = '82.4', NLinear = '81.82', TFT = '80.56', StemGNN = '79.74', MLPMultivariate = '80.5', TiDE = '81.72', DeepNPTS = '82.1', y = '82.7', min_within_quantile = '79.74', max_within_quantile = '84.54' WHERE ds = '2024-02-22 00:00:00' +2024-11-21 18:13:20,249 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-23 00:00:00', NHITS = '82.9', Informer = '81.56', LSTM = '80.78', iTransformer = '78.56', TSMixer = '82.59', TSMixerx = '83.39', PatchTST = '83.41', RNN = '84.91', GRU = '83.58', TCN = '87.08', BiTCN = '82.41', DilatedRNN = '80.59', MLP = '83.33', DLinear = '82.71', NLinear = '83.29', TFT = '81.45', StemGNN = '79.84', MLPMultivariate = '82.43', TiDE = '82.9', DeepNPTS = '82.66', y = '80.8', min_within_quantile = '80.59', max_within_quantile = '84.91' WHERE ds = '2024-02-23 00:00:00' +2024-11-21 18:13:20,256 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-26 00:00:00', NHITS = '81.27', Informer = '79.97', LSTM = '79.26', iTransformer = '77.76', TSMixer = '81.53', TSMixerx = '82.03', PatchTST = '81.62', RNN = '83.13', GRU = '81.61', TCN = '86.23', BiTCN = '81.31', DilatedRNN = '79.05', MLP = '81.81', DLinear = '81.13', NLinear = '80.78', TFT = '80.58', StemGNN = '79.93', MLPMultivariate = '81.48', TiDE = '81.56', DeepNPTS = '80.91', y = '81.67', min_within_quantile = '79.05', max_within_quantile = '83.13' WHERE ds = '2024-02-26 00:00:00' +2024-11-21 18:13:20,263 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-27 00:00:00', NHITS = '81.26', Informer = '80.01', LSTM = '80.01', iTransformer = '78.46', TSMixer = '81.92', TSMixerx = '81.83', PatchTST = '82.19', RNN = '84.2', GRU = '82.77', TCN = '86.57', BiTCN = '81.82', DilatedRNN = '79.5', MLP = '82.11', DLinear = '81.79', NLinear = '81.94', TFT = '81.03', StemGNN = '80.05', MLPMultivariate = '81.55', TiDE = '82.28', DeepNPTS = '81.4', y = '82.66', min_within_quantile = '79.5', max_within_quantile = '84.2' WHERE ds = '2024-02-27 00:00:00' +2024-11-21 18:13:20,270 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-28 00:00:00', NHITS = '81.21', Informer = '81.61', LSTM = '80.78', iTransformer = '77.86', TSMixer = '82.37', TSMixerx = '82.28', PatchTST = '82.62', RNN = '84.86', GRU = '83.57', TCN = '87.01', BiTCN = '82.15', DilatedRNN = '80.6', MLP = '81.76', DLinear = '82.2', NLinear = '82.91', TFT = '82.49', StemGNN = '80.21', MLPMultivariate = '82.24', TiDE = '82.72', DeepNPTS = '81.66', y = '82.15', min_within_quantile = '80.21', max_within_quantile = '84.86' WHERE ds = '2024-02-28 00:00:00' +2024-11-21 18:13:20,278 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-02-29 00:00:00', NHITS = '80.53', Informer = '82.23', LSTM = '80.34', iTransformer = '76.33', TSMixer = '82.29', TSMixerx = '81.96', PatchTST = '82.01', RNN = '84.44', GRU = '82.93', TCN = '86.9', BiTCN = '82.16', DilatedRNN = '80.19', MLP = '81.72', DLinear = '81.85', NLinear = '82.66', TFT = '82.3', StemGNN = '80.32', MLPMultivariate = '82.09', TiDE = '82.51', DeepNPTS = '82.16', y = '81.91', min_within_quantile = '80.19', max_within_quantile = '84.44' WHERE ds = '2024-02-29 00:00:00' +2024-11-21 18:13:20,285 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-01 00:00:00', NHITS = '78.37', Informer = '81.96', LSTM = '80.14', iTransformer = '75.2', TSMixer = '81.96', TSMixerx = '81.93', PatchTST = '81.64', RNN = '84.32', GRU = '82.81', TCN = '87.02', BiTCN = '81.95', DilatedRNN = '79.87', MLP = '80.33', DLinear = '82.0', NLinear = '82.12', TFT = '82.33', StemGNN = '80.43', MLPMultivariate = '81.18', TiDE = '81.89', DeepNPTS = '81.92', y = '83.55', min_within_quantile = '79.87', max_within_quantile = '84.32' WHERE ds = '2024-03-01 00:00:00' +2024-11-21 18:13:20,292 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-04 00:00:00', NHITS = '80.61', Informer = '83.6', LSTM = '81.42', iTransformer = '76.25', TSMixer = '83.18', TSMixerx = '83.23', PatchTST = '83.36', RNN = '85.75', GRU = '84.43', TCN = '87.94', BiTCN = '82.96', DilatedRNN = '81.31', MLP = '83.36', DLinear = '83.6', NLinear = '83.07', TFT = '84.02', StemGNN = '80.57', MLPMultivariate = '81.84', TiDE = '83.12', DeepNPTS = '83.54', y = '82.8', min_within_quantile = '80.57', max_within_quantile = '85.75' WHERE ds = '2024-03-04 00:00:00' +2024-11-21 18:13:20,299 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-05 00:00:00', NHITS = '82.36', Informer = '83.98', LSTM = '80.8', iTransformer = '77.32', TSMixer = '83.06', TSMixerx = '83.44', PatchTST = '82.86', RNN = '84.93', GRU = '83.49', TCN = '87.74', BiTCN = '83.2', DilatedRNN = '80.93', MLP = '83.14', DLinear = '82.89', NLinear = '82.9', TFT = '83.43', StemGNN = '80.73', MLPMultivariate = '80.4', TiDE = '83.05', DeepNPTS = '82.8', y = '82.04', min_within_quantile = '80.4', max_within_quantile = '84.93' WHERE ds = '2024-03-05 00:00:00' +2024-11-21 18:13:20,306 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-06 00:00:00', NHITS = '82.14', Informer = '83.23', LSTM = '80.2', iTransformer = '77.98', TSMixer = '82.67', TSMixerx = '82.9', PatchTST = '82.44', RNN = '84.45', GRU = '82.91', TCN = '87.58', BiTCN = '82.89', DilatedRNN = '80.03', MLP = '83.02', DLinear = '82.92', NLinear = '81.97', TFT = '83.15', StemGNN = '80.85', MLPMultivariate = '79.3', TiDE = '82.71', DeepNPTS = '82.05', y = '82.96', min_within_quantile = '80.03', max_within_quantile = '84.45' WHERE ds = '2024-03-06 00:00:00' +2024-11-21 18:13:20,314 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-07 00:00:00', NHITS = '82.09', Informer = '84.34', LSTM = '80.96', iTransformer = '78.46', TSMixer = '83.24', TSMixerx = '83.68', PatchTST = '83.4', RNN = '85.24', GRU = '83.92', TCN = '88.0', BiTCN = '83.46', DilatedRNN = '80.87', MLP = '83.6', DLinear = '83.11', NLinear = '83.3', TFT = '84.03', StemGNN = '81.0', MLPMultivariate = '80.93', TiDE = '83.36', DeepNPTS = '82.96', y = '82.96', min_within_quantile = '80.87', max_within_quantile = '85.24' WHERE ds = '2024-03-07 00:00:00' +2024-11-21 18:13:20,320 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-08 00:00:00', NHITS = '83.03', Informer = '84.47', LSTM = '80.95', iTransformer = '78.48', TSMixer = '83.35', TSMixerx = '83.47', PatchTST = '83.83', RNN = '85.11', GRU = '83.78', TCN = '87.84', BiTCN = '83.74', DilatedRNN = '81.0', MLP = '83.61', DLinear = '83.28', NLinear = '83.38', TFT = '83.88', StemGNN = '81.14', MLPMultivariate = '82.34', TiDE = '83.61', DeepNPTS = '82.96', y = '82.08', min_within_quantile = '80.95', max_within_quantile = '85.11' WHERE ds = '2024-03-08 00:00:00' +2024-11-21 18:13:20,327 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-11 00:00:00', NHITS = '83.25', Informer = '83.8', LSTM = '80.24', iTransformer = '78.13', TSMixer = '82.66', TSMixerx = '82.64', PatchTST = '83.15', RNN = '84.42', GRU = '82.93', TCN = '87.58', BiTCN = '82.93', DilatedRNN = '80.14', MLP = '83.47', DLinear = '83.0', NLinear = '82.52', TFT = '82.31', StemGNN = '81.24', MLPMultivariate = '81.69', TiDE = '82.93', DeepNPTS = '82.08', y = '82.21', min_within_quantile = '80.14', max_within_quantile = '84.42' WHERE ds = '2024-03-11 00:00:00' +2024-11-21 18:13:20,334 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-12 00:00:00', NHITS = '82.33', Informer = '82.95', LSTM = '80.37', iTransformer = '79.97', TSMixer = '82.45', TSMixerx = '82.07', PatchTST = '82.3', RNN = '84.58', GRU = '83.2', TCN = '87.64', BiTCN = '82.62', DilatedRNN = '80.2', MLP = '82.23', DLinear = '83.18', NLinear = '82.62', TFT = '82.06', StemGNN = '81.34', MLPMultivariate = '81.65', TiDE = '82.35', DeepNPTS = '82.18', y = '81.92', min_within_quantile = '79.97', max_within_quantile = '84.58' WHERE ds = '2024-03-12 00:00:00' +2024-11-21 18:13:20,341 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-13 00:00:00', NHITS = '81.68', Informer = '82.39', LSTM = '80.16', iTransformer = '80.54', TSMixer = '82.04', TSMixerx = '81.94', PatchTST = '82.01', RNN = '84.23', GRU = '82.87', TCN = '87.32', BiTCN = '82.43', DilatedRNN = '80.05', MLP = '81.81', DLinear = '82.57', NLinear = '82.41', TFT = '81.42', StemGNN = '81.43', MLPMultivariate = '81.33', TiDE = '82.32', DeepNPTS = '81.82', y = '84.03', min_within_quantile = '80.05', max_within_quantile = '84.23' WHERE ds = '2024-03-13 00:00:00' +2024-11-21 18:13:20,348 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-14 00:00:00', NHITS = '83.87', Informer = '84.13', LSTM = '81.8', iTransformer = '80.81', TSMixer = '83.44', TSMixerx = '84.51', PatchTST = '83.64', RNN = '86.16', GRU = '84.93', TCN = '88.49', BiTCN = '83.52', DilatedRNN = '81.57', MLP = '83.51', DLinear = '83.05', NLinear = '83.8', TFT = '83.04', StemGNN = '81.59', MLPMultivariate = '82.66', TiDE = '83.48', DeepNPTS = '84.03', y = '85.42', min_within_quantile = '81.57', max_within_quantile = '86.16' WHERE ds = '2024-03-14 00:00:00' +2024-11-21 18:13:20,355 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-15 00:00:00', NHITS = '85.42', Informer = '85.31', LSTM = '82.81', iTransformer = '81.38', TSMixer = '84.87', TSMixerx = '85.68', PatchTST = '85.49', RNN = '87.1', GRU = '85.98', TCN = '89.4', BiTCN = '84.7', DilatedRNN = '83.01', MLP = '85.09', DLinear = '84.53', NLinear = '84.85', TFT = '84.01', StemGNN = '81.78', MLPMultivariate = '84.4', TiDE = '85.07', DeepNPTS = '85.42', y = '85.34', min_within_quantile = '82.81', max_within_quantile = '87.1' WHERE ds = '2024-03-15 00:00:00' +2024-11-21 18:13:20,363 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-18 00:00:00', NHITS = '85.41', Informer = '85.17', LSTM = '82.67', iTransformer = '81.85', TSMixer = '85.17', TSMixerx = '85.51', PatchTST = '84.99', RNN = '87.11', GRU = '85.79', TCN = '89.85', BiTCN = '84.85', DilatedRNN = '83.04', MLP = '85.57', DLinear = '85.09', NLinear = '85.28', TFT = '84.19', StemGNN = '81.97', MLPMultivariate = '84.67', TiDE = '85.32', DeepNPTS = '85.34', y = '86.89', min_within_quantile = '82.67', max_within_quantile = '87.11' WHERE ds = '2024-03-18 00:00:00' +2024-11-21 18:13:20,369 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-19 00:00:00', NHITS = '86.97', Informer = '86.05', LSTM = '83.81', iTransformer = '82.04', TSMixer = '86.3', TSMixerx = '86.26', PatchTST = '86.82', RNN = '88.33', GRU = '87.39', TCN = '91.05', BiTCN = '85.85', DilatedRNN = '84.0', MLP = '87.2', DLinear = '85.92', NLinear = '86.86', TFT = '85.67', StemGNN = '82.2', MLPMultivariate = '85.97', TiDE = '86.67', DeepNPTS = '86.89', y = '87.38', min_within_quantile = '83.81', max_within_quantile = '88.33' WHERE ds = '2024-03-19 00:00:00' +2024-11-21 18:13:20,376 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-20 00:00:00', NHITS = '88.39', Informer = '87.46', LSTM = '84.16', iTransformer = '83.06', TSMixer = '86.84', TSMixerx = '86.41', PatchTST = '87.87', RNN = '88.49', GRU = '87.74', TCN = '91.67', BiTCN = '86.65', DilatedRNN = '84.58', MLP = '88.31', DLinear = '87.15', NLinear = '87.07', TFT = '86.67', StemGNN = '82.44', MLPMultivariate = '87.68', TiDE = '87.28', DeepNPTS = '87.38', y = '85.38', min_within_quantile = '83.06', max_within_quantile = '88.49' WHERE ds = '2024-03-20 00:00:00' +2024-11-21 18:13:20,383 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-21 00:00:00', NHITS = '86.69', Informer = '86.04', LSTM = '82.59', iTransformer = '82.13', TSMixer = '85.67', TSMixerx = '85.41', PatchTST = '86.16', RNN = '87.09', GRU = '85.87', TCN = '90.98', BiTCN = '85.51', DilatedRNN = '83.02', MLP = '86.24', DLinear = '85.76', NLinear = '85.62', TFT = '85.76', StemGNN = '82.6', MLPMultivariate = '86.77', TiDE = '85.81', DeepNPTS = '85.38', y = '85.24', min_within_quantile = '82.13', max_within_quantile = '87.09' WHERE ds = '2024-03-21 00:00:00' +2024-11-21 18:13:20,391 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-22 00:00:00', NHITS = '85.45', Informer = '85.62', LSTM = '82.54', iTransformer = '81.63', TSMixer = '85.31', TSMixerx = '85.09', PatchTST = '85.46', RNN = '87.15', GRU = '86.12', TCN = '90.95', BiTCN = '85.38', DilatedRNN = '82.57', MLP = '85.59', DLinear = '85.55', NLinear = '85.31', TFT = '85.46', StemGNN = '82.7', MLPMultivariate = '86.33', TiDE = '85.31', DeepNPTS = '85.19', y = '84.83', min_within_quantile = '82.54', max_within_quantile = '87.15' WHERE ds = '2024-03-22 00:00:00' +2024-11-21 18:13:20,398 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-25 00:00:00', NHITS = '85.16', Informer = '86.25', LSTM = '82.28', iTransformer = '82.22', TSMixer = '85.07', TSMixerx = '84.58', PatchTST = '84.8', RNN = '86.63', GRU = '85.72', TCN = '90.51', BiTCN = '85.24', DilatedRNN = '82.44', MLP = '85.19', DLinear = '85.41', NLinear = '84.77', TFT = '84.8', StemGNN = '82.77', MLPMultivariate = '85.76', TiDE = '85.11', DeepNPTS = '84.85', y = '86.08', min_within_quantile = '82.22', max_within_quantile = '86.63' WHERE ds = '2024-03-25 00:00:00' +2024-11-21 18:13:20,405 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-26 00:00:00', NHITS = '86.03', Informer = '87.21', LSTM = '83.25', iTransformer = '83.23', TSMixer = '85.83', TSMixerx = '85.26', PatchTST = '85.87', RNN = '87.71', GRU = '86.93', TCN = '91.19', BiTCN = '85.73', DilatedRNN = '83.4', MLP = '86.17', DLinear = '85.68', NLinear = '86.08', TFT = '85.96', StemGNN = '82.9', MLPMultivariate = '87.06', TiDE = '86.02', DeepNPTS = '86.06', y = '85.63', min_within_quantile = '82.9', max_within_quantile = '87.71' WHERE ds = '2024-03-26 00:00:00' +2024-11-21 18:13:20,412 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-27 00:00:00', NHITS = '84.84', Informer = '86.41', LSTM = '82.89', iTransformer = '83.63', TSMixer = '85.93', TSMixerx = '86.33', PatchTST = '85.47', RNN = '87.21', GRU = '86.3', TCN = '90.92', BiTCN = '85.47', DilatedRNN = '83.19', MLP = '85.95', DLinear = '85.64', NLinear = '85.92', TFT = '86.26', StemGNN = '83.0', MLPMultivariate = '86.51', TiDE = '85.84', DeepNPTS = '85.63', y = '85.41', min_within_quantile = '82.89', max_within_quantile = '87.21' WHERE ds = '2024-03-27 00:00:00' +2024-11-21 18:13:20,419 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-03-28 00:00:00', NHITS = '85.23', Informer = '86.15', LSTM = '82.7', iTransformer = '83.61', TSMixer = '85.8', TSMixerx = '86.39', PatchTST = '85.4', RNN = '87.23', GRU = '86.18', TCN = '91.0', BiTCN = '85.48', DilatedRNN = '82.85', MLP = '85.61', DLinear = '85.86', NLinear = '86.08', TFT = '86.74', StemGNN = '83.13', MLPMultivariate = '86.34', TiDE = '85.95', DeepNPTS = '85.41', y = '87.0', min_within_quantile = '83.13', max_within_quantile = '87.23' WHERE ds = '2024-03-28 00:00:00' +2024-11-21 18:13:20,426 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-01 00:00:00', NHITS = '86.84', Informer = '87.31', LSTM = '83.92', iTransformer = '85.24', TSMixer = '86.83', TSMixerx = '86.97', PatchTST = '86.97', RNN = '88.34', GRU = '87.73', TCN = '91.89', BiTCN = '86.19', DilatedRNN = '84.08', MLP = '87.07', DLinear = '86.83', NLinear = '87.22', TFT = '87.73', StemGNN = '83.35', MLPMultivariate = '87.76', TiDE = '87.1', DeepNPTS = '86.98', y = '87.42', min_within_quantile = '83.92', max_within_quantile = '88.34' WHERE ds = '2024-04-01 00:00:00' +2024-11-21 18:13:20,433 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-02 00:00:00', NHITS = '87.4', Informer = '86.83', LSTM = '84.21', iTransformer = '85.46', TSMixer = '87.45', TSMixerx = '87.43', PatchTST = '87.29', RNN = '88.5', GRU = '87.91', TCN = '92.31', BiTCN = '86.62', DilatedRNN = '84.6', MLP = '87.78', DLinear = '87.6', NLinear = '87.46', TFT = '87.69', StemGNN = '83.59', MLPMultivariate = '88.21', TiDE = '87.51', DeepNPTS = '87.42', y = '88.92', min_within_quantile = '84.21', max_within_quantile = '88.5' WHERE ds = '2024-04-02 00:00:00' +2024-11-21 18:13:20,440 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-03 00:00:00', NHITS = '87.95', Informer = '88.13', LSTM = '85.3', iTransformer = '85.03', TSMixer = '88.66', TSMixerx = '88.61', PatchTST = '88.81', RNN = '89.61', GRU = '89.32', TCN = '93.45', BiTCN = '87.86', DilatedRNN = '85.78', MLP = '89.18', DLinear = '88.38', NLinear = '89.15', TFT = '88.28', StemGNN = '83.87', MLPMultivariate = '89.68', TiDE = '89.14', DeepNPTS = '88.92', y = '89.35', min_within_quantile = '85.3', max_within_quantile = '89.68' WHERE ds = '2024-04-03 00:00:00' +2024-11-21 18:13:20,448 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-04 00:00:00', NHITS = '88.63', Informer = '89.24', LSTM = '85.61', iTransformer = '86.51', TSMixer = '89.32', TSMixerx = '88.47', PatchTST = '89.41', RNN = '89.73', GRU = '89.6', TCN = '94.0', BiTCN = '88.45', DilatedRNN = '86.34', MLP = '89.73', DLinear = '88.57', NLinear = '89.06', TFT = '88.51', StemGNN = '84.16', MLPMultivariate = '90.67', TiDE = '89.6', DeepNPTS = '89.35', y = '90.65', min_within_quantile = '85.61', max_within_quantile = '90.67' WHERE ds = '2024-04-04 00:00:00' +2024-11-21 18:13:20,454 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-05 00:00:00', NHITS = '89.2', Informer = '90.68', LSTM = '86.56', iTransformer = '88.76', TSMixer = '90.21', TSMixerx = '89.8', PatchTST = '90.74', RNN = '90.59', GRU = '90.85', TCN = '95.21', BiTCN = '89.72', DilatedRNN = '87.29', MLP = '90.78', DLinear = '90.27', NLinear = '90.53', TFT = '89.33', StemGNN = '84.48', MLPMultivariate = '92.1', TiDE = '90.71', DeepNPTS = '90.65', y = '91.17', min_within_quantile = '86.56', max_within_quantile = '92.1' WHERE ds = '2024-04-05 00:00:00' +2024-11-21 18:13:20,462 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-08 00:00:00', NHITS = '90.01', Informer = '91.69', LSTM = '86.95', iTransformer = '88.83', TSMixer = '90.82', TSMixerx = '91.26', PatchTST = '91.78', RNN = '90.77', GRU = '91.26', TCN = '95.98', BiTCN = '90.5', DilatedRNN = '87.79', MLP = '92.31', DLinear = '90.75', NLinear = '91.4', TFT = '89.64', StemGNN = '84.78', MLPMultivariate = '93.65', TiDE = '91.25', DeepNPTS = '91.17', y = '90.38', min_within_quantile = '87.79', max_within_quantile = '93.65' WHERE ds = '2024-04-08 00:00:00' +2024-11-21 18:13:20,468 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-09 00:00:00', NHITS = '90.02', Informer = '91.66', LSTM = '86.34', iTransformer = '89.01', TSMixer = '90.49', TSMixerx = '90.61', PatchTST = '91.03', RNN = '90.37', GRU = '90.58', TCN = '95.93', BiTCN = '90.02', DilatedRNN = '87.24', MLP = '91.1', DLinear = '90.53', NLinear = '90.62', TFT = '89.33', StemGNN = '85.03', MLPMultivariate = '93.35', TiDE = '90.62', DeepNPTS = '90.38', y = '89.42', min_within_quantile = '87.24', max_within_quantile = '93.35' WHERE ds = '2024-04-09 00:00:00' +2024-11-21 18:13:20,476 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-10 00:00:00', NHITS = '89.58', Informer = '91.27', LSTM = '85.61', iTransformer = '89.09', TSMixer = '89.7', TSMixerx = '89.99', PatchTST = '89.94', RNN = '89.85', GRU = '89.91', TCN = '95.62', BiTCN = '89.52', DilatedRNN = '86.38', MLP = '90.41', DLinear = '90.24', NLinear = '89.6', TFT = '89.53', StemGNN = '85.25', MLPMultivariate = '88.3', TiDE = '89.57', DeepNPTS = '89.42', y = '90.48', min_within_quantile = '88.3', max_within_quantile = '91.27' WHERE ds = '2024-04-10 00:00:00' +2024-11-21 18:13:20,483 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-11 00:00:00', NHITS = '91.42', Informer = '91.66', LSTM = '86.45', iTransformer = '89.56', TSMixer = '90.33', TSMixerx = '89.72', PatchTST = '91.01', RNN = '90.48', GRU = '91.04', TCN = '96.24', BiTCN = '90.26', DilatedRNN = '87.09', MLP = '91.79', DLinear = '90.61', NLinear = '90.22', TFT = '89.82', StemGNN = '85.48', MLPMultivariate = '88.47', TiDE = '90.43', DeepNPTS = '90.47', y = '89.74', min_within_quantile = '86.45', max_within_quantile = '91.79' WHERE ds = '2024-04-11 00:00:00' +2024-11-21 18:13:20,490 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-12 00:00:00', NHITS = '90.99', Informer = '91.49', LSTM = '85.91', iTransformer = '89.54', TSMixer = '90.08', TSMixerx = '89.61', PatchTST = '90.18', RNN = '89.91', GRU = '90.19', TCN = '95.85', BiTCN = '89.82', DilatedRNN = '86.75', MLP = '90.46', DLinear = '90.42', NLinear = '89.89', TFT = '89.4', StemGNN = '85.71', MLPMultivariate = '88.35', TiDE = '90.29', DeepNPTS = '89.74', y = '90.45', min_within_quantile = '86.75', max_within_quantile = '91.49' WHERE ds = '2024-04-12 00:00:00' +2024-11-21 18:13:20,497 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-15 00:00:00', NHITS = '89.78', Informer = '91.57', LSTM = '86.43', iTransformer = '90.87', TSMixer = '90.58', TSMixerx = '90.98', PatchTST = '90.68', RNN = '90.5', GRU = '90.97', TCN = '96.33', BiTCN = '90.0', DilatedRNN = '87.09', MLP = '90.57', DLinear = '90.58', NLinear = '90.63', TFT = '89.85', StemGNN = '85.94', MLPMultivariate = '88.51', TiDE = '90.77', DeepNPTS = '90.43', y = '90.1', min_within_quantile = '88.51', max_within_quantile = '91.57' WHERE ds = '2024-04-15 00:00:00' +2024-11-21 18:13:20,504 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-16 00:00:00', NHITS = '90.39', Informer = '90.92', LSTM = '86.18', iTransformer = '90.95', TSMixer = '90.48', TSMixerx = '90.71', PatchTST = '90.35', RNN = '90.15', GRU = '90.55', TCN = '96.14', BiTCN = '90.03', DilatedRNN = '86.93', MLP = '90.3', DLinear = '90.02', NLinear = '90.66', TFT = '89.77', StemGNN = '86.14', MLPMultivariate = '87.87', TiDE = '90.83', DeepNPTS = '90.09', y = '90.02', min_within_quantile = '87.87', max_within_quantile = '90.95' WHERE ds = '2024-04-16 00:00:00' +2024-11-21 18:13:20,512 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-17 00:00:00', NHITS = '90.31', Informer = '90.76', LSTM = '86.11', iTransformer = '91.18', TSMixer = '90.25', TSMixerx = '89.63', PatchTST = '89.96', RNN = '90.22', GRU = '90.54', TCN = '96.27', BiTCN = '89.7', DilatedRNN = '86.75', MLP = '89.76', DLinear = '90.77', NLinear = '90.53', TFT = '89.81', StemGNN = '86.33', MLPMultivariate = '87.72', TiDE = '90.58', DeepNPTS = '89.93', y = '87.29', min_within_quantile = '86.11', max_within_quantile = '91.18' WHERE ds = '2024-04-17 00:00:00' +2024-11-21 18:13:20,557 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-18 00:00:00', NHITS = '87.46', Informer = '87.54', LSTM = '84.01', iTransformer = '89.48', TSMixer = '88.23', TSMixerx = '88.35', PatchTST = '87.61', RNN = '88.39', GRU = '87.97', TCN = '94.85', BiTCN = '87.94', DilatedRNN = '84.59', MLP = '87.15', DLinear = '88.61', NLinear = '88.25', TFT = '87.43', StemGNN = '86.46', MLPMultivariate = '84.96', TiDE = '88.31', DeepNPTS = '87.89', y = '87.11', min_within_quantile = '84.96', max_within_quantile = '89.48' WHERE ds = '2024-04-18 00:00:00' +2024-11-21 18:13:20,564 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-19 00:00:00', NHITS = '86.66', Informer = '87.92', LSTM = '83.93', iTransformer = '88.4', TSMixer = '87.6', TSMixerx = '87.75', PatchTST = '87.2', RNN = '88.52', GRU = '88.19', TCN = '94.59', BiTCN = '87.3', DilatedRNN = '84.13', MLP = '86.62', DLinear = '87.95', NLinear = '87.8', TFT = '87.03', StemGNN = '86.58', MLPMultivariate = '83.43', TiDE = '87.57', DeepNPTS = '87.26', y = '87.29', min_within_quantile = '86.58', max_within_quantile = '88.52' WHERE ds = '2024-04-19 00:00:00' +2024-11-21 18:13:20,571 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-22 00:00:00', NHITS = '87.74', Informer = '88.28', LSTM = '84.13', iTransformer = '88.68', TSMixer = '87.66', TSMixerx = '87.67', PatchTST = '87.57', RNN = '88.41', GRU = '88.25', TCN = '94.19', BiTCN = '87.55', DilatedRNN = '84.52', MLP = '87.14', DLinear = '87.9', NLinear = '87.46', TFT = '86.88', StemGNN = '86.68', MLPMultivariate = '84.4', TiDE = '87.9', DeepNPTS = '88.44', y = '87.0', min_within_quantile = '84.4', max_within_quantile = '88.68' WHERE ds = '2024-04-22 00:00:00' +2024-11-21 18:13:20,577 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-23 00:00:00', NHITS = '87.93', Informer = '88.49', LSTM = '83.9', iTransformer = '88.4', TSMixer = '87.5', TSMixerx = '88.44', PatchTST = '87.21', RNN = '88.27', GRU = '87.84', TCN = '94.07', BiTCN = '87.22', DilatedRNN = '84.38', MLP = '86.94', DLinear = '87.13', NLinear = '86.79', TFT = '87.32', StemGNN = '86.81', MLPMultivariate = '84.68', TiDE = '87.43', DeepNPTS = '88.79', y = '87.39', min_within_quantile = '86.79', max_within_quantile = '88.79' WHERE ds = '2024-04-23 00:00:00' +2024-11-21 18:13:20,584 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-24 00:00:00', NHITS = '87.25', Informer = '88.22', LSTM = '84.19', iTransformer = '88.79', TSMixer = '87.77', TSMixerx = '87.62', PatchTST = '87.78', RNN = '88.59', GRU = '88.2', TCN = '94.28', BiTCN = '87.67', DilatedRNN = '84.66', MLP = '87.16', DLinear = '87.86', NLinear = '87.6', TFT = '87.54', StemGNN = '86.94', MLPMultivariate = '84.73', TiDE = '88.03', DeepNPTS = '87.47', y = '87.04', min_within_quantile = '84.19', max_within_quantile = '88.79' WHERE ds = '2024-04-24 00:00:00' +2024-11-21 18:13:20,604 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-25 00:00:00', NHITS = '86.95', Informer = '88.69', LSTM = '83.91', iTransformer = '92.19', TSMixer = '87.53', TSMixerx = '87.06', PatchTST = '87.51', RNN = '88.28', GRU = '87.77', TCN = '94.12', BiTCN = '87.35', DilatedRNN = '84.47', MLP = '87.27', DLinear = '87.92', NLinear = '87.79', TFT = '86.67', StemGNN = '87.03', MLPMultivariate = '87.76', TiDE = '87.68', DeepNPTS = '87.42', y = '87.77', min_within_quantile = '83.91', max_within_quantile = '88.69' WHERE ds = '2024-04-25 00:00:00' +2024-11-21 18:13:20,611 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-26 00:00:00', NHITS = '88.95', Informer = '89.94', LSTM = '84.46', iTransformer = '93.21', TSMixer = '87.94', TSMixerx = '87.75', PatchTST = '88.01', RNN = '88.87', GRU = '88.5', TCN = '94.52', BiTCN = '87.97', DilatedRNN = '84.92', MLP = '88.27', DLinear = '87.97', NLinear = '87.88', TFT = '87.59', StemGNN = '87.16', MLPMultivariate = '88.92', TiDE = '87.97', DeepNPTS = '87.98', y = '88.21', min_within_quantile = '84.46', max_within_quantile = '89.94' WHERE ds = '2024-04-26 00:00:00' +2024-11-21 18:13:20,618 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-29 00:00:00', NHITS = '87.85', Informer = '89.53', LSTM = '84.79', iTransformer = '93.73', TSMixer = '88.31', TSMixerx = '87.93', PatchTST = '88.35', RNN = '89.05', GRU = '88.79', TCN = '94.86', BiTCN = '88.45', DilatedRNN = '85.4', MLP = '88.53', DLinear = '88.96', NLinear = '88.38', TFT = '88.25', StemGNN = '87.29', MLPMultivariate = '89.41', TiDE = '88.34', DeepNPTS = '88.11', y = '87.2', min_within_quantile = '84.79', max_within_quantile = '89.53' WHERE ds = '2024-04-29 00:00:00' +2024-11-21 18:13:20,626 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-04-30 00:00:00', NHITS = '86.21', Informer = '88.45', LSTM = '83.99', iTransformer = '93.67', TSMixer = '87.74', TSMixerx = '87.44', PatchTST = '87.46', RNN = '88.4', GRU = '87.79', TCN = '94.43', BiTCN = '87.69', DilatedRNN = '84.73', MLP = '87.66', DLinear = '88.2', NLinear = '87.45', TFT = '88.15', StemGNN = '87.38', MLPMultivariate = '88.88', TiDE = '87.76', DeepNPTS = '87.9', y = '86.33', min_within_quantile = '83.99', max_within_quantile = '88.88' WHERE ds = '2024-04-30 00:00:00' +2024-11-21 18:13:20,634 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-01 00:00:00', NHITS = '86.77', Informer = '87.23', LSTM = '83.34', iTransformer = '92.82', TSMixer = '87.05', TSMixerx = '86.98', PatchTST = '87.16', RNN = '87.87', GRU = '87.14', TCN = '94.01', BiTCN = '86.94', DilatedRNN = '83.86', MLP = '87.58', DLinear = '87.57', NLinear = '86.59', TFT = '86.98', StemGNN = '87.45', MLPMultivariate = '88.62', TiDE = '87.07', DeepNPTS = '88.36', y = '83.44', min_within_quantile = '83.86', max_within_quantile = '88.62' WHERE ds = '2024-05-01 00:00:00' +2024-11-21 18:13:20,641 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-02 00:00:00', NHITS = '84.59', Informer = '83.51', LSTM = '81.12', iTransformer = '90.6', TSMixer = '84.67', TSMixerx = '84.01', PatchTST = '84.27', RNN = '85.49', GRU = '84.43', TCN = '92.28', BiTCN = '85.16', DilatedRNN = '81.36', MLP = '84.9', DLinear = '85.58', NLinear = '84.02', TFT = '84.04', StemGNN = '87.47', MLPMultivariate = '85.6', TiDE = '84.68', DeepNPTS = '84.55', y = '83.67', min_within_quantile = '81.12', max_within_quantile = '85.6' WHERE ds = '2024-05-02 00:00:00' +2024-11-21 18:13:20,648 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-03 00:00:00', NHITS = '84.9', Informer = '85.05', LSTM = '81.43', iTransformer = '89.8', TSMixer = '84.11', TSMixerx = '83.57', PatchTST = '84.03', RNN = '85.93', GRU = '85.0', TCN = '91.95', BiTCN = '84.86', DilatedRNN = '81.25', MLP = '83.79', DLinear = '84.5', NLinear = '84.37', TFT = '84.69', StemGNN = '87.48', MLPMultivariate = '85.0', TiDE = '84.15', DeepNPTS = '85.17', y = '82.96', min_within_quantile = '81.25', max_within_quantile = '85.93' WHERE ds = '2024-05-03 00:00:00' +2024-11-21 18:13:20,664 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-06 00:00:00', NHITS = '83.95', Informer = '84.71', LSTM = '80.93', iTransformer = '87.86', TSMixer = '83.53', TSMixerx = '82.56', PatchTST = '83.15', RNN = '85.02', GRU = '84.11', TCN = '90.84', BiTCN = '84.4', DilatedRNN = '80.97', MLP = '82.6', DLinear = '83.66', NLinear = '83.58', TFT = '83.42', StemGNN = '87.48', MLPMultivariate = '84.92', TiDE = '83.49', DeepNPTS = '84.09', y = '83.33', min_within_quantile = '80.93', max_within_quantile = '85.02' WHERE ds = '2024-05-06 00:00:00' +2024-11-21 18:13:20,671 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-07 00:00:00', NHITS = '83.41', Informer = '86.49', LSTM = '81.24', iTransformer = '87.05', TSMixer = '83.54', TSMixerx = '82.67', PatchTST = '83.46', RNN = '85.55', GRU = '84.45', TCN = '90.83', BiTCN = '84.18', DilatedRNN = '81.2', MLP = '82.5', DLinear = '84.02', NLinear = '83.26', TFT = '83.82', StemGNN = '87.5', MLPMultivariate = '85.54', TiDE = '83.47', DeepNPTS = '83.81', y = '83.16', min_within_quantile = '81.2', max_within_quantile = '85.55' WHERE ds = '2024-05-07 00:00:00' +2024-11-21 18:13:20,677 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-08 00:00:00', NHITS = '83.31', Informer = '84.86', LSTM = '81.09', iTransformer = '87.49', TSMixer = '83.42', TSMixerx = '82.26', PatchTST = '83.74', RNN = '85.3', GRU = '84.15', TCN = '90.52', BiTCN = '83.81', DilatedRNN = '81.14', MLP = '83.25', DLinear = '84.08', NLinear = '83.08', TFT = '83.87', StemGNN = '87.51', MLPMultivariate = '85.17', TiDE = '83.28', DeepNPTS = '83.19', y = '83.58', min_within_quantile = '81.09', max_within_quantile = '85.3' WHERE ds = '2024-05-08 00:00:00' +2024-11-21 18:13:20,684 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-09 00:00:00', NHITS = '83.36', Informer = '86.19', LSTM = '81.41', iTransformer = '87.93', TSMixer = '83.58', TSMixerx = '82.89', PatchTST = '84.18', RNN = '85.75', GRU = '84.53', TCN = '90.71', BiTCN = '84.16', DilatedRNN = '81.36', MLP = '83.79', DLinear = '84.12', NLinear = '83.38', TFT = '84.12', StemGNN = '87.54', MLPMultivariate = '85.1', TiDE = '83.63', DeepNPTS = '83.63', y = '83.88', min_within_quantile = '81.36', max_within_quantile = '86.19' WHERE ds = '2024-05-09 00:00:00' +2024-11-21 18:13:20,692 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-10 00:00:00', NHITS = '83.58', Informer = '85.78', LSTM = '81.62', iTransformer = '88.5', TSMixer = '83.98', TSMixerx = '83.79', PatchTST = '84.21', RNN = '85.95', GRU = '84.73', TCN = '90.61', BiTCN = '84.33', DilatedRNN = '81.6', MLP = '84.24', DLinear = '83.52', NLinear = '84.46', TFT = '84.37', StemGNN = '87.53', MLPMultivariate = '85.22', TiDE = '84.08', DeepNPTS = '83.56', y = '82.79', min_within_quantile = '81.6', max_within_quantile = '85.95' WHERE ds = '2024-05-10 00:00:00' +2024-11-21 18:13:20,699 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-13 00:00:00', NHITS = '82.82', Informer = '86.2', LSTM = '80.75', iTransformer = '87.45', TSMixer = '83.39', TSMixerx = '82.53', PatchTST = '83.47', RNN = '85.0', GRU = '83.63', TCN = '90.02', BiTCN = '84.06', DilatedRNN = '80.74', MLP = '83.0', DLinear = '82.9', NLinear = '82.65', TFT = '83.75', StemGNN = '87.49', MLPMultivariate = '84.49', TiDE = '83.3', DeepNPTS = '83.62', y = '83.36', min_within_quantile = '80.74', max_within_quantile = '85.0' WHERE ds = '2024-05-13 00:00:00' +2024-11-21 18:13:20,706 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-14 00:00:00', NHITS = '84.34', Informer = '85.63', LSTM = '81.23', iTransformer = '87.75', TSMixer = '83.59', TSMixerx = '82.78', PatchTST = '83.61', RNN = '85.62', GRU = '84.34', TCN = '90.19', BiTCN = '84.05', DilatedRNN = '81.18', MLP = '84.08', DLinear = '83.77', NLinear = '83.33', TFT = '83.92', StemGNN = '87.45', MLPMultivariate = '85.33', TiDE = '83.48', DeepNPTS = '83.88', y = '82.38', min_within_quantile = '81.18', max_within_quantile = '85.63' WHERE ds = '2024-05-14 00:00:00' +2024-11-21 18:13:20,713 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-15 00:00:00', NHITS = '83.8', Informer = '84.02', LSTM = '80.47', iTransformer = '85.39', TSMixer = '83.03', TSMixerx = '82.39', PatchTST = '83.17', RNN = '84.57', GRU = '83.28', TCN = '89.53', BiTCN = '83.8', DilatedRNN = '80.55', MLP = '83.24', DLinear = '82.88', NLinear = '82.79', TFT = '83.18', StemGNN = '87.36', MLPMultivariate = '84.61', TiDE = '82.79', DeepNPTS = '83.37', y = '82.75', min_within_quantile = '80.47', max_within_quantile = '85.39' WHERE ds = '2024-05-15 00:00:00' +2024-11-21 18:13:20,719 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-16 00:00:00', NHITS = '84.51', Informer = '83.69', LSTM = '80.78', iTransformer = '84.78', TSMixer = '83.13', TSMixerx = '82.26', PatchTST = '83.35', RNN = '85.09', GRU = '83.76', TCN = '89.6', BiTCN = '83.7', DilatedRNN = '80.68', MLP = '84.17', DLinear = '83.23', NLinear = '82.88', TFT = '83.0', StemGNN = '87.26', MLPMultivariate = '84.55', TiDE = '83.15', DeepNPTS = '83.45', y = '83.27', min_within_quantile = '80.68', max_within_quantile = '85.09' WHERE ds = '2024-05-16 00:00:00' +2024-11-21 18:13:20,726 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-17 00:00:00', NHITS = '83.16', Informer = '85.0', LSTM = '81.19', iTransformer = '85.06', TSMixer = '83.51', TSMixerx = '82.78', PatchTST = '83.36', RNN = '85.41', GRU = '84.18', TCN = '89.67', BiTCN = '83.46', DilatedRNN = '81.23', MLP = '83.11', DLinear = '83.2', NLinear = '83.47', TFT = '83.94', StemGNN = '87.22', MLPMultivariate = '84.14', TiDE = '83.23', DeepNPTS = '83.67', y = '83.98', min_within_quantile = '81.19', max_within_quantile = '85.41' WHERE ds = '2024-05-17 00:00:00' +2024-11-21 18:13:20,734 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-20 00:00:00', NHITS = '83.36', Informer = '85.54', LSTM = '81.72', iTransformer = '86.19', TSMixer = '84.03', TSMixerx = '83.8', PatchTST = '83.83', RNN = '86.05', GRU = '84.78', TCN = '89.98', BiTCN = '83.7', DilatedRNN = '81.81', MLP = '82.72', DLinear = '84.09', NLinear = '83.69', TFT = '84.41', StemGNN = '87.19', MLPMultivariate = '84.34', TiDE = '83.95', DeepNPTS = '83.44', y = '83.71', min_within_quantile = '81.72', max_within_quantile = '86.19' WHERE ds = '2024-05-20 00:00:00' +2024-11-21 18:13:20,742 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-21 00:00:00', NHITS = '83.87', Informer = '86.03', LSTM = '81.47', iTransformer = '86.44', TSMixer = '84.02', TSMixerx = '84.33', PatchTST = '83.33', RNN = '85.79', GRU = '84.44', TCN = '89.97', BiTCN = '83.76', DilatedRNN = '81.63', MLP = '82.6', DLinear = '83.93', NLinear = '83.87', TFT = '83.48', StemGNN = '87.17', MLPMultivariate = '84.03', TiDE = '83.76', DeepNPTS = '84.06', y = '82.88', min_within_quantile = '81.47', max_within_quantile = '87.17' WHERE ds = '2024-05-21 00:00:00' +2024-11-21 18:13:20,749 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-22 00:00:00', NHITS = '83.06', Informer = '84.31', LSTM = '80.82', iTransformer = '86.51', TSMixer = '83.43', TSMixerx = '83.49', PatchTST = '82.62', RNN = '85.13', GRU = '83.71', TCN = '89.49', BiTCN = '83.7', DilatedRNN = '80.83', MLP = '80.74', DLinear = '83.78', NLinear = '83.06', TFT = '82.65', StemGNN = '87.1', MLPMultivariate = '82.62', TiDE = '83.14', DeepNPTS = '83.43', y = '81.9', min_within_quantile = '80.74', max_within_quantile = '86.51' WHERE ds = '2024-05-22 00:00:00' +2024-11-21 18:13:20,756 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-23 00:00:00', NHITS = '83.1', Informer = '83.97', LSTM = '80.08', iTransformer = '86.63', TSMixer = '82.68', TSMixerx = '82.86', PatchTST = '82.43', RNN = '84.27', GRU = '82.88', TCN = '88.82', BiTCN = '83.55', DilatedRNN = '79.94', MLP = '81.46', DLinear = '82.64', NLinear = '82.36', TFT = '82.05', StemGNN = '87.03', MLPMultivariate = '82.85', TiDE = '82.55', DeepNPTS = '83.67', y = '81.36', min_within_quantile = '79.94', max_within_quantile = '84.27' WHERE ds = '2024-05-23 00:00:00' +2024-11-21 18:13:20,763 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-24 00:00:00', NHITS = '82.24', Informer = '81.98', LSTM = '79.72', iTransformer = '85.47', TSMixer = '82.14', TSMixerx = '81.61', PatchTST = '81.79', RNN = '83.76', GRU = '82.46', TCN = '88.07', BiTCN = '83.24', DilatedRNN = '79.37', MLP = '80.57', DLinear = '81.71', NLinear = '81.81', TFT = '81.58', StemGNN = '86.95', MLPMultivariate = '82.06', TiDE = '82.06', DeepNPTS = '82.76', y = '81.84', min_within_quantile = '79.37', max_within_quantile = '83.76' WHERE ds = '2024-05-24 00:00:00' +2024-11-21 18:13:20,770 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-27 00:00:00', NHITS = '82.62', Informer = '81.71', LSTM = '80.14', iTransformer = '84.78', TSMixer = '82.28', TSMixerx = '81.99', PatchTST = '82.29', RNN = '84.2', GRU = '82.94', TCN = '87.98', BiTCN = '83.2', DilatedRNN = '79.85', MLP = '81.37', DLinear = '81.99', NLinear = '81.91', TFT = '81.7', StemGNN = '86.84', MLPMultivariate = '82.74', TiDE = '82.49', DeepNPTS = '82.57', y = '82.88', min_within_quantile = '79.85', max_within_quantile = '84.78' WHERE ds = '2024-05-27 00:00:00' +2024-11-21 18:13:20,778 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-28 00:00:00', NHITS = '82.13', Informer = '82.64', LSTM = '80.94', iTransformer = '84.41', TSMixer = '83.04', TSMixerx = '82.14', PatchTST = '82.49', RNN = '85.1', GRU = '83.82', TCN = '88.33', BiTCN = '83.31', DilatedRNN = '80.84', MLP = '81.49', DLinear = '82.55', NLinear = '83.01', TFT = '82.5', StemGNN = '86.74', MLPMultivariate = '83.04', TiDE = '82.98', DeepNPTS = '82.56', y = '83.94', min_within_quantile = '80.84', max_within_quantile = '85.1' WHERE ds = '2024-05-28 00:00:00' +2024-11-21 18:13:20,784 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-29 00:00:00', NHITS = '83.95', Informer = '83.1', LSTM = '81.71', iTransformer = '84.46', TSMixer = '83.66', TSMixerx = '83.07', PatchTST = '83.7', RNN = '86.01', GRU = '84.69', TCN = '88.96', BiTCN = '83.52', DilatedRNN = '81.74', MLP = '83.39', DLinear = '83.29', NLinear = '83.94', TFT = '82.68', StemGNN = '86.61', MLPMultivariate = '84.77', TiDE = '83.97', DeepNPTS = '83.31', y = '83.43', min_within_quantile = '81.71', max_within_quantile = '86.01' WHERE ds = '2024-05-29 00:00:00' +2024-11-21 18:13:20,794 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-30 00:00:00', NHITS = '83.59', Informer = '82.0', LSTM = '81.26', iTransformer = '84.17', TSMixer = '83.5', TSMixerx = '82.77', PatchTST = '82.79', RNN = '85.55', GRU = '84.09', TCN = '88.96', BiTCN = '82.98', DilatedRNN = '81.35', MLP = '83.3', DLinear = '83.15', NLinear = '83.46', TFT = '82.76', StemGNN = '86.45', MLPMultivariate = '83.81', TiDE = '83.17', DeepNPTS = '83.37', y = '81.88', min_within_quantile = '81.26', max_within_quantile = '85.55' WHERE ds = '2024-05-30 00:00:00' +2024-11-21 18:13:20,801 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-05-31 00:00:00', NHITS = '82.58', Informer = '80.37', LSTM = '80.03', iTransformer = '83.38', TSMixer = '82.33', TSMixerx = '82.26', PatchTST = '81.89', RNN = '84.26', GRU = '82.71', TCN = '88.31', BiTCN = '82.03', DilatedRNN = '79.87', MLP = '82.85', DLinear = '82.14', NLinear = '82.32', TFT = '81.82', StemGNN = '86.22', MLPMultivariate = '81.83', TiDE = '82.16', DeepNPTS = '82.98', y = '81.11', min_within_quantile = '79.87', max_within_quantile = '84.26' WHERE ds = '2024-05-31 00:00:00' +2024-11-21 18:13:20,808 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-03 00:00:00', NHITS = '80.52', Informer = '79.63', LSTM = '79.51', iTransformer = '82.62', TSMixer = '81.63', TSMixerx = '81.69', PatchTST = '81.11', RNN = '83.57', GRU = '82.19', TCN = '87.71', BiTCN = '81.56', DilatedRNN = '79.11', MLP = '80.28', DLinear = '81.8', NLinear = '81.27', TFT = '81.09', StemGNN = '85.96', MLPMultivariate = '80.58', TiDE = '81.27', DeepNPTS = '81.98', y = '78.36', min_within_quantile = '79.11', max_within_quantile = '83.57' WHERE ds = '2024-06-03 00:00:00' +2024-11-21 18:13:20,815 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-04 00:00:00', NHITS = '78.04', Informer = '78.54', LSTM = '77.32', iTransformer = '80.75', TSMixer = '79.78', TSMixerx = '78.41', PatchTST = '78.98', RNN = '80.63', GRU = '79.39', TCN = '86.07', BiTCN = '80.59', DilatedRNN = '76.95', MLP = '77.1', DLinear = '79.56', NLinear = '78.67', TFT = '79.43', StemGNN = '85.67', MLPMultivariate = '77.87', TiDE = '79.38', DeepNPTS = '81.69', y = '77.52', min_within_quantile = '76.95', max_within_quantile = '80.75' WHERE ds = '2024-06-04 00:00:00' +2024-11-21 18:13:20,822 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-05 00:00:00', NHITS = '77.69', Informer = '77.83', LSTM = '76.78', iTransformer = '79.27', TSMixer = '78.67', TSMixerx = '76.63', PatchTST = '78.86', RNN = '79.91', GRU = '78.83', TCN = '85.04', BiTCN = '80.26', DilatedRNN = '76.06', MLP = '76.6', DLinear = '78.67', NLinear = '77.67', TFT = '78.86', StemGNN = '85.41', MLPMultivariate = '77.27', TiDE = '78.47', DeepNPTS = '81.3', y = '78.41', min_within_quantile = '76.06', max_within_quantile = '79.27' WHERE ds = '2024-06-05 00:00:00' +2024-11-21 18:13:20,830 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-06 00:00:00', NHITS = '77.89', Informer = '79.36', LSTM = '77.65', iTransformer = '79.08', TSMixer = '79.1', TSMixerx = '78.2', PatchTST = '79.19', RNN = '80.79', GRU = '79.71', TCN = '84.79', BiTCN = '80.52', DilatedRNN = '77.1', MLP = '77.25', DLinear = '78.47', NLinear = '78.81', TFT = '79.31', StemGNN = '85.11', MLPMultivariate = '78.44', TiDE = '78.99', DeepNPTS = '78.93', y = '79.87', min_within_quantile = '77.1', max_within_quantile = '80.79' WHERE ds = '2024-06-06 00:00:00' +2024-11-21 18:13:20,837 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-07 00:00:00', NHITS = '79.59', Informer = '79.34', LSTM = '78.83', iTransformer = '79.89', TSMixer = '79.96', TSMixerx = '79.74', PatchTST = '79.97', RNN = '82.33', GRU = '80.96', TCN = '85.18', BiTCN = '80.66', DilatedRNN = '78.47', MLP = '79.16', DLinear = '79.51', NLinear = '80.3', TFT = '80.17', StemGNN = '84.85', MLPMultivariate = '80.47', TiDE = '80.25', DeepNPTS = '79.68', y = '79.62', min_within_quantile = '78.47', max_within_quantile = '82.33' WHERE ds = '2024-06-07 00:00:00' +2024-11-21 18:13:20,845 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-10 00:00:00', NHITS = '79.88', Informer = '79.58', LSTM = '78.53', iTransformer = '80.04', TSMixer = '79.94', TSMixerx = '79.65', PatchTST = '79.48', RNN = '82.07', GRU = '80.44', TCN = '85.11', BiTCN = '80.44', DilatedRNN = '78.31', MLP = '79.28', DLinear = '79.72', NLinear = '79.87', TFT = '79.92', StemGNN = '84.56', MLPMultivariate = '79.85', TiDE = '79.79', DeepNPTS = '79.38', y = '81.63', min_within_quantile = '78.31', max_within_quantile = '82.07' WHERE ds = '2024-06-10 00:00:00' +2024-11-21 18:13:20,852 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-11 00:00:00', NHITS = '81.64', Informer = '80.47', LSTM = '80.08', iTransformer = '81.19', TSMixer = '81.08', TSMixerx = '80.59', PatchTST = '81.38', RNN = '84.17', GRU = '82.52', TCN = '86.36', BiTCN = '80.69', DilatedRNN = '79.7', MLP = '80.69', DLinear = '81.32', NLinear = '81.76', TFT = '81.73', StemGNN = '84.31', MLPMultivariate = '80.78', TiDE = '80.96', DeepNPTS = '80.52', y = '81.92', min_within_quantile = '79.7', max_within_quantile = '82.52' WHERE ds = '2024-06-11 00:00:00' +2024-11-21 18:13:20,860 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-12 00:00:00', NHITS = '81.16', Informer = '81.03', LSTM = '80.22', iTransformer = '81.6', TSMixer = '81.66', TSMixerx = '81.31', PatchTST = '81.75', RNN = '84.22', GRU = '82.58', TCN = '86.63', BiTCN = '80.85', DilatedRNN = '80.22', MLP = '81.24', DLinear = '81.57', NLinear = '82.01', TFT = '81.98', StemGNN = '84.06', MLPMultivariate = '81.62', TiDE = '81.57', DeepNPTS = '81.83', y = '82.6', min_within_quantile = '80.22', max_within_quantile = '84.22' WHERE ds = '2024-06-12 00:00:00' +2024-11-21 18:13:20,867 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-13 00:00:00', NHITS = '81.22', Informer = '82.2', LSTM = '80.69', iTransformer = '81.81', TSMixer = '82.34', TSMixerx = '82.0', PatchTST = '82.31', RNN = '84.96', GRU = '83.28', TCN = '87.33', BiTCN = '81.53', DilatedRNN = '80.61', MLP = '81.51', DLinear = '81.67', NLinear = '82.26', TFT = '82.96', StemGNN = '83.93', MLPMultivariate = '81.79', TiDE = '82.32', DeepNPTS = '82.47', y = '82.75', min_within_quantile = '80.61', max_within_quantile = '84.96' WHERE ds = '2024-06-13 00:00:00' +2024-11-21 18:13:20,874 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-14 00:00:00', NHITS = '81.46', Informer = '82.4', LSTM = '80.78', iTransformer = '81.79', TSMixer = '82.68', TSMixerx = '82.27', PatchTST = '82.56', RNN = '84.99', GRU = '83.42', TCN = '87.59', BiTCN = '82.07', DilatedRNN = '80.89', MLP = '81.96', DLinear = '82.26', NLinear = '82.43', TFT = '84.75', StemGNN = '83.81', MLPMultivariate = '82.32', TiDE = '82.76', DeepNPTS = '82.41', y = '82.62', min_within_quantile = '80.78', max_within_quantile = '84.99' WHERE ds = '2024-06-14 00:00:00' +2024-11-21 18:13:20,881 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-17 00:00:00', NHITS = '82.25', Informer = '81.33', LSTM = '80.66', iTransformer = '81.68', TSMixer = '82.7', TSMixerx = '82.29', PatchTST = '82.55', RNN = '84.91', GRU = '83.35', TCN = '87.68', BiTCN = '82.44', DilatedRNN = '80.74', MLP = '82.26', DLinear = '82.39', NLinear = '82.45', TFT = '84.11', StemGNN = '83.67', MLPMultivariate = '82.5', TiDE = '82.9', DeepNPTS = '81.72', y = '84.25', min_within_quantile = '80.66', max_within_quantile = '84.91' WHERE ds = '2024-06-17 00:00:00' +2024-11-21 18:13:20,888 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-18 00:00:00', NHITS = '83.88', Informer = '82.03', LSTM = '81.92', iTransformer = '83.09', TSMixer = '83.62', TSMixerx = '83.37', PatchTST = '84.29', RNN = '86.33', GRU = '85.0', TCN = '88.63', BiTCN = '83.59', DilatedRNN = '81.92', MLP = '83.65', DLinear = '83.32', NLinear = '84.28', TFT = '85.4', StemGNN = '83.58', MLPMultivariate = '84.46', TiDE = '84.18', DeepNPTS = '84.25', y = '85.33', min_within_quantile = '81.92', max_within_quantile = '86.33' WHERE ds = '2024-06-18 00:00:00' +2024-11-21 18:13:20,896 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-19 00:00:00', NHITS = '84.82', Informer = '83.38', LSTM = '82.71', iTransformer = '83.35', TSMixer = '84.53', TSMixerx = '84.93', PatchTST = '84.83', RNN = '87.05', GRU = '85.86', TCN = '89.42', BiTCN = '84.49', DilatedRNN = '82.95', MLP = '84.57', DLinear = '84.62', NLinear = '84.92', TFT = '85.28', StemGNN = '83.51', MLPMultivariate = '85.7', TiDE = '84.63', DeepNPTS = '85.35', y = '85.07', min_within_quantile = '82.71', max_within_quantile = '87.05' WHERE ds = '2024-06-19 00:00:00' +2024-11-21 18:13:20,903 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-20 00:00:00', NHITS = '85.24', Informer = '83.95', LSTM = '82.46', iTransformer = '83.23', TSMixer = '84.5', TSMixerx = '85.67', PatchTST = '84.57', RNN = '86.89', GRU = '85.56', TCN = '89.62', BiTCN = '84.73', DilatedRNN = '82.78', MLP = '84.85', DLinear = '84.77', NLinear = '85.08', TFT = '84.3', StemGNN = '83.45', MLPMultivariate = '86.02', TiDE = '84.66', DeepNPTS = '85.04', y = '85.71', min_within_quantile = '82.46', max_within_quantile = '86.89' WHERE ds = '2024-06-20 00:00:00' +2024-11-21 18:13:20,910 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-21 00:00:00', NHITS = '85.44', Informer = '84.81', LSTM = '82.93', iTransformer = '82.75', TSMixer = '84.95', TSMixerx = '87.35', PatchTST = '84.61', RNN = '87.46', GRU = '86.32', TCN = '90.27', BiTCN = '85.06', DilatedRNN = '83.08', MLP = '85.59', DLinear = '85.14', NLinear = '85.18', TFT = '83.36', StemGNN = '83.38', MLPMultivariate = '86.12', TiDE = '84.75', DeepNPTS = '85.67', y = '84.33', min_within_quantile = '84.61', max_within_quantile = '90.27' WHERE ds = '2024-06-21 00:00:00' +2024-11-21 18:13:20,917 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-24 00:00:00', NHITS = '84.14', Informer = '83.56', LSTM = '81.85', iTransformer = '83.28', TSMixer = '84.37', TSMixerx = '86.33', PatchTST = '83.71', RNN = '86.23', GRU = '84.97', TCN = '89.59', BiTCN = '84.66', DilatedRNN = '82.0', MLP = '84.64', DLinear = '84.66', NLinear = '84.25', TFT = '82.62', StemGNN = '83.24', MLPMultivariate = '85.09', TiDE = '84.28', DeepNPTS = '84.22', y = '85.15', min_within_quantile = '83.24', max_within_quantile = '89.59' WHERE ds = '2024-06-24 00:00:00' +2024-11-21 18:13:20,924 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-25 00:00:00', NHITS = '85.84', Informer = '85.53', LSTM = '82.53', iTransformer = '84.17', TSMixer = '84.88', TSMixerx = '86.69', PatchTST = '85.13', RNN = '87.09', GRU = '86.0', TCN = '90.13', BiTCN = '85.32', DilatedRNN = '82.42', MLP = '85.56', DLinear = '84.48', NLinear = '85.29', TFT = '83.94', StemGNN = '83.17', MLPMultivariate = '85.5', TiDE = '85.08', DeepNPTS = '84.96', y = '84.22', min_within_quantile = '83.94', max_within_quantile = '90.13' WHERE ds = '2024-06-25 00:00:00' +2024-11-21 18:13:20,931 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-26 00:00:00', NHITS = '85.34', Informer = '84.84', LSTM = '81.82', iTransformer = '84.15', TSMixer = '84.73', TSMixerx = '85.26', PatchTST = '84.41', RNN = '86.09', GRU = '84.98', TCN = '89.36', BiTCN = '84.83', DilatedRNN = '81.87', MLP = '85.16', DLinear = '83.81', NLinear = '84.51', TFT = '84.36', StemGNN = '83.1', MLPMultivariate = '85.14', TiDE = '84.84', DeepNPTS = '84.98', y = '84.47', min_within_quantile = '81.87', max_within_quantile = '86.09' WHERE ds = '2024-06-26 00:00:00' +2024-11-21 18:13:20,938 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-27 00:00:00', NHITS = '84.96', Informer = '84.75', LSTM = '82.03', iTransformer = '84.0', TSMixer = '84.72', TSMixerx = '85.04', PatchTST = '84.13', RNN = '86.52', GRU = '85.37', TCN = '89.55', BiTCN = '84.85', DilatedRNN = '81.95', MLP = '84.18', DLinear = '84.2', NLinear = '84.84', TFT = '84.94', StemGNN = '83.13', MLPMultivariate = '84.84', TiDE = '85.05', DeepNPTS = '84.0', y = '85.26', min_within_quantile = '81.95', max_within_quantile = '86.52' WHERE ds = '2024-06-27 00:00:00' +2024-11-21 18:13:20,946 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-06-28 00:00:00', NHITS = '84.59', Informer = '84.34', LSTM = '82.65', iTransformer = '84.1', TSMixer = '85.23', TSMixerx = '85.42', PatchTST = '85.32', RNN = '87.02', GRU = '86.07', TCN = '89.95', BiTCN = '85.12', DilatedRNN = '82.68', MLP = '84.41', DLinear = '84.85', NLinear = '85.55', TFT = '85.56', StemGNN = '83.18', MLPMultivariate = '85.4', TiDE = '85.53', DeepNPTS = '83.82', y = '85.0', min_within_quantile = '82.65', max_within_quantile = '87.02' WHERE ds = '2024-06-28 00:00:00' +2024-11-21 18:13:20,953 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-01 00:00:00', NHITS = '84.16', Informer = '83.14', LSTM = '82.42', iTransformer = '83.2', TSMixer = '85.01', TSMixerx = '85.1', PatchTST = '84.94', RNN = '86.8', GRU = '85.71', TCN = '90.02', BiTCN = '84.82', DilatedRNN = '82.55', MLP = '84.52', DLinear = '85.15', NLinear = '85.48', TFT = '85.64', StemGNN = '83.24', MLPMultivariate = '85.13', TiDE = '85.25', DeepNPTS = '84.67', y = '86.6', min_within_quantile = '82.42', max_within_quantile = '86.8' WHERE ds = '2024-07-01 00:00:00' +2024-11-21 18:13:20,960 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-02 00:00:00', NHITS = '85.35', Informer = '84.04', LSTM = '83.62', iTransformer = '84.99', TSMixer = '86.14', TSMixerx = '85.42', PatchTST = '86.04', RNN = '88.11', GRU = '87.29', TCN = '91.08', BiTCN = '85.74', DilatedRNN = '83.73', MLP = '85.6', DLinear = '86.0', NLinear = '86.54', TFT = '85.65', StemGNN = '83.34', MLPMultivariate = '85.38', TiDE = '86.2', DeepNPTS = '86.48', y = '86.24', min_within_quantile = '83.34', max_within_quantile = '88.11' WHERE ds = '2024-07-02 00:00:00' +2024-11-21 18:13:20,966 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-03 00:00:00', NHITS = '85.47', Informer = '84.78', LSTM = '83.32', iTransformer = '86.1', TSMixer = '86.31', TSMixerx = '85.0', PatchTST = '85.99', RNN = '87.65', GRU = '86.76', TCN = '91.14', BiTCN = '85.97', DilatedRNN = '83.72', MLP = '85.79', DLinear = '85.65', NLinear = '86.06', TFT = '85.36', StemGNN = '83.43', MLPMultivariate = '85.31', TiDE = '86.22', DeepNPTS = '86.24', y = '87.34', min_within_quantile = '83.32', max_within_quantile = '87.65' WHERE ds = '2024-07-03 00:00:00' +2024-11-21 18:13:20,974 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-04 00:00:00', NHITS = '85.32', Informer = '86.34', LSTM = '84.13', iTransformer = '87.53', TSMixer = '87.13', TSMixerx = '87.05', PatchTST = '86.82', RNN = '88.64', GRU = '87.92', TCN = '92.09', BiTCN = '87.01', DilatedRNN = '84.49', MLP = '86.86', DLinear = '87.16', NLinear = '86.96', TFT = '86.09', StemGNN = '83.55', MLPMultivariate = '86.46', TiDE = '87.16', DeepNPTS = '87.34', y = '87.43', min_within_quantile = '84.13', max_within_quantile = '88.64' WHERE ds = '2024-07-04 00:00:00' +2024-11-21 18:13:20,980 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-05 00:00:00', NHITS = '87.14', Informer = '88.24', LSTM = '84.19', iTransformer = '88.29', TSMixer = '87.69', TSMixerx = '88.21', PatchTST = '87.67', RNN = '88.51', GRU = '87.91', TCN = '92.38', BiTCN = '87.82', DilatedRNN = '84.73', MLP = '88.03', DLinear = '87.15', NLinear = '87.69', TFT = '87.16', StemGNN = '83.67', MLPMultivariate = '87.74', TiDE = '87.82', DeepNPTS = '87.43', y = '86.54', min_within_quantile = '84.73', max_within_quantile = '88.51' WHERE ds = '2024-07-05 00:00:00' +2024-11-21 18:13:20,987 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-08 00:00:00', NHITS = '87.45', Informer = '87.5', LSTM = '83.49', iTransformer = '88.32', TSMixer = '87.21', TSMixerx = '88.1', PatchTST = '87.16', RNN = '87.99', GRU = '87.12', TCN = '92.15', BiTCN = '87.7', DilatedRNN = '84.01', MLP = '88.03', DLinear = '87.0', NLinear = '86.91', TFT = '87.09', StemGNN = '83.77', MLPMultivariate = '88.14', TiDE = '87.42', DeepNPTS = '86.54', y = '85.75', min_within_quantile = '86.54', max_within_quantile = '88.32' WHERE ds = '2024-07-08 00:00:00' +2024-11-21 18:13:20,994 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-09 00:00:00', NHITS = '86.74', Informer = '87.21', LSTM = '82.91', iTransformer = '88.07', TSMixer = '86.47', TSMixerx = '86.22', PatchTST = '86.84', RNN = '87.43', GRU = '86.54', TCN = '91.8', BiTCN = '87.17', DilatedRNN = '83.23', MLP = '86.94', DLinear = '86.81', NLinear = '86.36', TFT = '86.96', StemGNN = '83.84', MLPMultivariate = '87.59', TiDE = '86.62', DeepNPTS = '85.72', y = '84.66', min_within_quantile = '82.91', max_within_quantile = '88.07' WHERE ds = '2024-07-09 00:00:00' +2024-11-21 18:13:21,002 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-10 00:00:00', NHITS = '85.99', Informer = '84.71', LSTM = '82.11', iTransformer = '87.06', TSMixer = '85.27', TSMixerx = '85.13', PatchTST = '85.89', RNN = '86.55', GRU = '85.59', TCN = '91.08', BiTCN = '86.01', DilatedRNN = '82.28', MLP = '85.77', DLinear = '85.78', NLinear = '85.24', TFT = '85.85', StemGNN = '83.9', MLPMultivariate = '86.94', TiDE = '85.46', DeepNPTS = '84.82', y = '85.08', min_within_quantile = '82.11', max_within_quantile = '87.06' WHERE ds = '2024-07-10 00:00:00' +2024-11-21 18:13:21,009 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-11 00:00:00', NHITS = '85.7', Informer = '85.18', LSTM = '82.49', iTransformer = '85.91', TSMixer = '85.13', TSMixerx = '86.1', PatchTST = '85.43', RNN = '86.95', GRU = '86.09', TCN = '91.17', BiTCN = '85.71', DilatedRNN = '82.59', MLP = '85.16', DLinear = '85.87', NLinear = '85.39', TFT = '85.94', StemGNN = '83.96', MLPMultivariate = '85.81', TiDE = '85.39', DeepNPTS = '85.06', y = '85.4', min_within_quantile = '83.96', max_within_quantile = '86.95' WHERE ds = '2024-07-11 00:00:00' +2024-11-21 18:13:21,016 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-12 00:00:00', NHITS = '86.57', Informer = '85.9', LSTM = '82.75', iTransformer = '84.44', TSMixer = '85.25', TSMixerx = '87.25', PatchTST = '85.24', RNN = '87.09', GRU = '86.27', TCN = '91.14', BiTCN = '85.66', DilatedRNN = '82.97', MLP = '85.56', DLinear = '85.63', NLinear = '85.57', TFT = '85.82', StemGNN = '84.02', MLPMultivariate = '85.43', TiDE = '85.34', DeepNPTS = '85.4', y = '85.03', min_within_quantile = '84.02', max_within_quantile = '87.25' WHERE ds = '2024-07-12 00:00:00' +2024-11-21 18:13:21,024 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-15 00:00:00', NHITS = '85.56', Informer = '85.66', LSTM = '82.44', iTransformer = '83.82', TSMixer = '85.04', TSMixerx = '86.65', PatchTST = '84.38', RNN = '86.85', GRU = '85.83', TCN = '91.05', BiTCN = '85.43', DilatedRNN = '82.69', MLP = '84.08', DLinear = '85.03', NLinear = '84.88', TFT = '85.08', StemGNN = '84.05', MLPMultivariate = '84.66', TiDE = '85.09', DeepNPTS = '84.58', y = '84.85', min_within_quantile = '83.82', max_within_quantile = '86.85' WHERE ds = '2024-07-15 00:00:00' +2024-11-21 18:13:21,031 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-16 00:00:00', NHITS = '85.54', Informer = '85.76', LSTM = '82.3', iTransformer = '84.31', TSMixer = '84.9', TSMixerx = '85.32', PatchTST = '84.45', RNN = '86.76', GRU = '85.71', TCN = '90.98', BiTCN = '85.15', DilatedRNN = '82.39', MLP = '84.34', DLinear = '85.27', NLinear = '85.23', TFT = '84.44', StemGNN = '84.08', MLPMultivariate = '84.77', TiDE = '85.06', DeepNPTS = '84.61', y = '83.73', min_within_quantile = '82.3', max_within_quantile = '86.76' WHERE ds = '2024-07-16 00:00:00' +2024-11-21 18:13:21,041 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-17 00:00:00', NHITS = '83.28', Informer = '84.41', LSTM = '81.43', iTransformer = '83.85', TSMixer = '84.05', TSMixerx = '85.03', PatchTST = '83.94', RNN = '85.79', GRU = '84.63', TCN = '90.34', BiTCN = '84.14', DilatedRNN = '81.45', MLP = '83.16', DLinear = '84.21', NLinear = '84.17', TFT = '84.04', StemGNN = '84.1', MLPMultivariate = '84.23', TiDE = '84.29', DeepNPTS = '84.73', y = '85.08', min_within_quantile = '83.16', max_within_quantile = '85.79' WHERE ds = '2024-07-17 00:00:00' +2024-11-21 18:13:21,048 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-18 00:00:00', NHITS = '85.09', Informer = '85.68', LSTM = '82.52', iTransformer = '84.85', TSMixer = '84.98', TSMixerx = '85.44', PatchTST = '85.62', RNN = '87.0', GRU = '86.06', TCN = '90.96', BiTCN = '85.21', DilatedRNN = '82.43', MLP = '84.96', DLinear = '85.01', NLinear = '85.29', TFT = '84.19', StemGNN = '84.18', MLPMultivariate = '85.3', TiDE = '85.13', DeepNPTS = '84.73', y = '85.11', min_within_quantile = '82.43', max_within_quantile = '87.0' WHERE ds = '2024-07-18 00:00:00' +2024-11-21 18:13:21,055 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-19 00:00:00', NHITS = '85.78', Informer = '85.19', LSTM = '82.53', iTransformer = '85.95', TSMixer = '85.11', TSMixerx = '85.3', PatchTST = '85.71', RNN = '86.81', GRU = '85.85', TCN = '90.82', BiTCN = '85.3', DilatedRNN = '82.79', MLP = '85.63', DLinear = '85.15', NLinear = '85.05', TFT = '84.27', StemGNN = '84.27', MLPMultivariate = '85.88', TiDE = '85.47', DeepNPTS = '84.72', y = '82.63', min_within_quantile = '82.53', max_within_quantile = '86.81' WHERE ds = '2024-07-19 00:00:00' +2024-11-21 18:13:21,063 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-22 00:00:00', NHITS = '83.61', Informer = '82.51', LSTM = '80.55', iTransformer = '84.3', TSMixer = '83.42', TSMixerx = '83.87', PatchTST = '83.04', RNN = '84.85', GRU = '83.44', TCN = '89.86', BiTCN = '82.97', DilatedRNN = '80.75', MLP = '83.75', DLinear = '83.74', NLinear = '82.61', TFT = '82.5', StemGNN = '84.28', MLPMultivariate = '84.2', TiDE = '83.3', DeepNPTS = '80.63', y = '82.4', min_within_quantile = '80.55', max_within_quantile = '84.85' WHERE ds = '2024-07-22 00:00:00' +2024-11-21 18:13:21,069 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-23 00:00:00', NHITS = '83.84', Informer = '82.18', LSTM = '80.47', iTransformer = '82.91', TSMixer = '82.71', TSMixerx = '83.08', PatchTST = '82.86', RNN = '84.84', GRU = '83.59', TCN = '89.51', BiTCN = '82.35', DilatedRNN = '80.16', MLP = '83.03', DLinear = '83.38', NLinear = '82.8', TFT = '81.99', StemGNN = '84.27', MLPMultivariate = '83.32', TiDE = '82.86', DeepNPTS = '79.21', y = '81.01', min_within_quantile = '80.16', max_within_quantile = '84.84' WHERE ds = '2024-07-23 00:00:00' +2024-11-21 18:13:21,077 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-24 00:00:00', NHITS = '82.09', Informer = '80.29', LSTM = '79.44', iTransformer = '78.8', TSMixer = '81.54', TSMixerx = '80.78', PatchTST = '81.91', RNN = '83.3', GRU = '82.14', TCN = '88.49', BiTCN = '81.44', DilatedRNN = '79.24', MLP = '81.17', DLinear = '82.2', NLinear = '81.65', TFT = '81.79', StemGNN = '84.21', MLPMultivariate = '82.24', TiDE = '81.52', DeepNPTS = '78.71', y = '80.82', min_within_quantile = '78.71', max_within_quantile = '83.3' WHERE ds = '2024-07-24 00:00:00' +2024-11-21 18:13:21,084 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-25 00:00:00', NHITS = '80.22', Informer = '81.83', LSTM = '79.36', iTransformer = '78.07', TSMixer = '81.27', TSMixerx = '80.9', PatchTST = '81.26', RNN = '83.3', GRU = '82.06', TCN = '87.96', BiTCN = '81.1', DilatedRNN = '78.97', MLP = '80.71', DLinear = '81.2', NLinear = '81.13', TFT = '81.87', StemGNN = '84.15', MLPMultivariate = '81.45', TiDE = '81.04', DeepNPTS = '80.97', y = '81.39', min_within_quantile = '78.07', max_within_quantile = '83.3' WHERE ds = '2024-07-25 00:00:00' +2024-11-21 18:13:21,093 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-26 00:00:00', NHITS = '81.05', Informer = '82.14', LSTM = '79.84', iTransformer = '80.27', TSMixer = '81.69', TSMixerx = '81.87', PatchTST = '81.79', RNN = '83.75', GRU = '82.54', TCN = '87.95', BiTCN = '81.74', DilatedRNN = '79.61', MLP = '81.36', DLinear = '81.92', NLinear = '81.33', TFT = '82.06', StemGNN = '84.14', MLPMultivariate = '82.02', TiDE = '81.44', DeepNPTS = '82.36', y = '80.28', min_within_quantile = '79.61', max_within_quantile = '84.14' WHERE ds = '2024-07-26 00:00:00' +2024-11-21 18:13:21,101 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-29 00:00:00', NHITS = '81.12', Informer = '81.86', LSTM = '78.94', iTransformer = '83.09', TSMixer = '81.12', TSMixerx = '80.77', PatchTST = '81.1', RNN = '82.66', GRU = '81.26', TCN = '87.31', BiTCN = '81.56', DilatedRNN = '78.9', MLP = '80.89', DLinear = '81.48', NLinear = '80.65', TFT = '81.15', StemGNN = '84.13', MLPMultivariate = '81.87', TiDE = '80.92', DeepNPTS = '83.63', y = '79.05', min_within_quantile = '78.9', max_within_quantile = '83.63' WHERE ds = '2024-07-29 00:00:00' +2024-11-21 18:13:21,109 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-30 00:00:00', NHITS = '80.45', Informer = '82.67', LSTM = '77.98', iTransformer = '81.97', TSMixer = '80.07', TSMixerx = '79.81', PatchTST = '80.91', RNN = '81.54', GRU = '80.11', TCN = '86.57', BiTCN = '81.33', DilatedRNN = '77.58', MLP = '80.57', DLinear = '80.82', NLinear = '79.68', TFT = '80.33', StemGNN = '84.14', MLPMultivariate = '85.28', TiDE = '80.12', DeepNPTS = '82.1', y = '78.07', min_within_quantile = '77.58', max_within_quantile = '82.67' WHERE ds = '2024-07-30 00:00:00' +2024-11-21 18:13:21,116 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-07-31 00:00:00', NHITS = '78.83', Informer = '83.06', LSTM = '77.23', iTransformer = '80.17', TSMixer = '79.06', TSMixerx = '78.63', PatchTST = '79.28', RNN = '80.46', GRU = '79.2', TCN = '85.65', BiTCN = '80.68', DilatedRNN = '76.62', MLP = '79.43', DLinear = '79.5', NLinear = '78.72', TFT = '80.01', StemGNN = '84.14', MLPMultivariate = '84.71', TiDE = '78.94', DeepNPTS = '80.49', y = '80.84', min_within_quantile = '76.62', max_within_quantile = '80.68' WHERE ds = '2024-07-31 00:00:00' +2024-11-21 18:13:21,123 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-01 00:00:00', NHITS = '79.96', Informer = '82.37', LSTM = '79.55', iTransformer = '81.58', TSMixer = '80.69', TSMixerx = '80.6', PatchTST = '81.01', RNN = '83.35', GRU = '82.06', TCN = '86.58', BiTCN = '81.23', DilatedRNN = '78.99', MLP = '80.25', DLinear = '80.36', NLinear = '81.15', TFT = '80.97', StemGNN = '84.18', MLPMultivariate = '85.52', TiDE = '80.81', DeepNPTS = '80.22', y = '79.52', min_within_quantile = '78.99', max_within_quantile = '83.35' WHERE ds = '2024-08-01 00:00:00' +2024-11-21 18:13:21,129 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-02 00:00:00', NHITS = '80.03', Informer = '82.08', LSTM = '78.41', iTransformer = '80.76', TSMixer = '80.25', TSMixerx = '79.23', PatchTST = '80.13', RNN = '81.77', GRU = '80.27', TCN = '85.76', BiTCN = '81.03', DilatedRNN = '78.46', MLP = '79.29', DLinear = '79.8', NLinear = '79.57', TFT = '80.38', StemGNN = '84.17', MLPMultivariate = '85.22', TiDE = '80.16', DeepNPTS = '78.78', y = '76.81', min_within_quantile = '78.41', max_within_quantile = '82.08' WHERE ds = '2024-08-02 00:00:00' +2024-11-21 18:13:21,137 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-05 00:00:00', NHITS = '77.82', Informer = '80.0', LSTM = '76.07', iTransformer = '79.12', TSMixer = '78.03', TSMixerx = '76.92', PatchTST = '77.7', RNN = '79.15', GRU = '77.66', TCN = '84.8', BiTCN = '79.06', DilatedRNN = '75.71', MLP = '76.23', DLinear = '78.65', NLinear = '76.85', TFT = '78.91', StemGNN = '84.14', MLPMultivariate = '83.58', TiDE = '77.55', DeepNPTS = '80.65', y = '76.3', min_within_quantile = '75.71', max_within_quantile = '79.15' WHERE ds = '2024-08-05 00:00:00' +2024-11-21 18:13:21,144 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-06 00:00:00', NHITS = '77.07', Informer = '79.26', LSTM = '75.81', iTransformer = '77.99', TSMixer = '77.0', TSMixerx = '76.27', PatchTST = '77.04', RNN = '78.61', GRU = '77.51', TCN = '83.9', BiTCN = '78.14', DilatedRNN = '74.99', MLP = '76.39', DLinear = '77.99', NLinear = '77.05', TFT = '78.31', StemGNN = '84.06', MLPMultivariate = '83.26', TiDE = '76.79', DeepNPTS = '79.66', y = '76.48', min_within_quantile = '74.99', max_within_quantile = '79.26' WHERE ds = '2024-08-06 00:00:00' +2024-11-21 18:13:21,151 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-07 00:00:00', NHITS = '77.33', Informer = '78.37', LSTM = '76.08', iTransformer = '76.82', TSMixer = '76.88', TSMixerx = '75.03', PatchTST = '76.57', RNN = '78.71', GRU = '77.64', TCN = '83.33', BiTCN = '77.66', DilatedRNN = '75.37', MLP = '76.18', DLinear = '76.6', NLinear = '76.83', TFT = '79.01', StemGNN = '83.97', MLPMultivariate = '83.25', TiDE = '76.71', DeepNPTS = '77.22', y = '78.33', min_within_quantile = '75.03', max_within_quantile = '77.66' WHERE ds = '2024-08-07 00:00:00' +2024-11-21 18:13:21,159 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-08 00:00:00', NHITS = '78.58', Informer = '78.97', LSTM = '77.68', iTransformer = '77.14', TSMixer = '78.28', TSMixerx = '77.59', PatchTST = '77.79', RNN = '80.82', GRU = '79.4', TCN = '83.8', BiTCN = '78.2', DilatedRNN = '77.11', MLP = '77.25', DLinear = '77.43', NLinear = '78.2', TFT = '77.69', StemGNN = '83.89', MLPMultivariate = '84.13', TiDE = '78.17', DeepNPTS = '77.97', y = '79.16', min_within_quantile = '77.11', max_within_quantile = '79.4' WHERE ds = '2024-08-08 00:00:00' +2024-11-21 18:13:21,166 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-09 00:00:00', NHITS = '78.39', Informer = '78.9', LSTM = '78.28', iTransformer = '77.42', TSMixer = '79.24', TSMixerx = '78.83', PatchTST = '78.42', RNN = '81.64', GRU = '79.97', TCN = '84.25', BiTCN = '79.09', DilatedRNN = '78.12', MLP = '77.16', DLinear = '79.05', NLinear = '78.25', TFT = '78.31', StemGNN = '83.81', MLPMultivariate = '84.34', TiDE = '78.99', DeepNPTS = '78.0', y = '79.66', min_within_quantile = '77.16', max_within_quantile = '81.64' WHERE ds = '2024-08-09 00:00:00' +2024-11-21 18:13:21,173 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-12 00:00:00', NHITS = '78.72', Informer = '78.75', LSTM = '78.59', iTransformer = '78.83', TSMixer = '79.66', TSMixerx = '79.73', PatchTST = '79.3', RNN = '82.23', GRU = '80.39', TCN = '84.76', BiTCN = '79.7', DilatedRNN = '78.47', MLP = '78.66', DLinear = '80.0', NLinear = '79.59', TFT = '78.6', StemGNN = '83.75', MLPMultivariate = '84.76', TiDE = '79.74', DeepNPTS = '78.97', y = '82.3', min_within_quantile = '78.47', max_within_quantile = '82.23' WHERE ds = '2024-08-12 00:00:00' +2024-11-21 18:13:21,181 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-13 00:00:00', NHITS = '81.82', Informer = '79.44', LSTM = '80.59', iTransformer = '81.02', TSMixer = '81.43', TSMixerx = '81.15', PatchTST = '82.27', RNN = '84.75', GRU = '83.02', TCN = '86.34', BiTCN = '81.11', DilatedRNN = '80.27', MLP = '80.5', DLinear = '81.45', NLinear = '82.37', TFT = '82.82', StemGNN = '83.7', MLPMultivariate = '85.82', TiDE = '81.77', DeepNPTS = '81.42', y = '80.69', min_within_quantile = '79.44', max_within_quantile = '83.7' WHERE ds = '2024-08-13 00:00:00' +2024-11-21 18:13:21,188 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-14 00:00:00', NHITS = '80.92', Informer = '79.47', LSTM = '79.22', iTransformer = '80.35', TSMixer = '80.96', TSMixerx = '80.64', PatchTST = '80.61', RNN = '82.98', GRU = '81.16', TCN = '85.75', BiTCN = '80.56', DilatedRNN = '79.25', MLP = '79.96', DLinear = '80.43', NLinear = '81.09', TFT = '78.84', StemGNN = '83.58', MLPMultivariate = '85.45', TiDE = '81.05', DeepNPTS = '79.18', y = '79.76', min_within_quantile = '78.84', max_within_quantile = '83.58' WHERE ds = '2024-08-14 00:00:00' +2024-11-21 18:13:21,194 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-15 00:00:00', NHITS = '80.26', Informer = '80.36', LSTM = '78.49', iTransformer = '80.58', TSMixer = '80.18', TSMixerx = '80.41', PatchTST = '79.66', RNN = '82.37', GRU = '80.57', TCN = '85.4', BiTCN = '79.96', DilatedRNN = '78.13', MLP = '79.26', DLinear = '79.84', NLinear = '80.13', TFT = '78.26', StemGNN = '83.45', MLPMultivariate = '84.29', TiDE = '79.98', DeepNPTS = '79.13', y = '81.04', min_within_quantile = '78.13', max_within_quantile = '83.45' WHERE ds = '2024-08-15 00:00:00' +2024-11-21 18:13:21,201 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-16 00:00:00', NHITS = '81.11', Informer = '81.92', LSTM = '79.58', iTransformer = '81.09', TSMixer = '80.98', TSMixerx = '81.03', PatchTST = '81.09', RNN = '83.49', GRU = '82.05', TCN = '85.76', BiTCN = '80.67', DilatedRNN = '79.2', MLP = '79.32', DLinear = '80.95', NLinear = '80.52', TFT = '79.87', StemGNN = '83.33', MLPMultivariate = '85.65', TiDE = '80.78', DeepNPTS = '80.99', y = '79.68', min_within_quantile = '79.2', max_within_quantile = '83.49' WHERE ds = '2024-08-16 00:00:00' +2024-11-21 18:13:21,208 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-19 00:00:00', NHITS = '79.98', Informer = '79.96', LSTM = '78.48', iTransformer = '82.0', TSMixer = '80.2', TSMixerx = '80.45', PatchTST = '79.95', RNN = '81.99', GRU = '80.47', TCN = '85.1', BiTCN = '80.06', DilatedRNN = '78.46', MLP = '79.65', DLinear = '80.17', NLinear = '79.85', TFT = '78.28', StemGNN = '83.22', MLPMultivariate = '84.42', TiDE = '80.09', DeepNPTS = '80.91', y = '77.66', min_within_quantile = '78.28', max_within_quantile = '83.22' WHERE ds = '2024-08-19 00:00:00' +2024-11-21 18:13:21,215 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-20 00:00:00', NHITS = '78.64', Informer = '79.34', LSTM = '76.81', iTransformer = '81.18', TSMixer = '78.53', TSMixerx = '78.67', PatchTST = '78.7', RNN = '80.05', GRU = '78.58', TCN = '84.03', BiTCN = '78.94', DilatedRNN = '76.34', MLP = '79.22', DLinear = '78.6', NLinear = '78.02', TFT = '76.59', StemGNN = '83.04', MLPMultivariate = '81.94', TiDE = '78.43', DeepNPTS = '78.89', y = '77.2', min_within_quantile = '76.34', max_within_quantile = '81.18' WHERE ds = '2024-08-20 00:00:00' +2024-11-21 18:13:21,221 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-21 00:00:00', NHITS = '78.81', Informer = '78.96', LSTM = '76.57', iTransformer = '79.21', TSMixer = '77.85', TSMixerx = '78.02', PatchTST = '78.08', RNN = '79.56', GRU = '78.36', TCN = '83.25', BiTCN = '78.28', DilatedRNN = '75.7', MLP = '79.02', DLinear = '77.28', NLinear = '77.76', TFT = '76.75', StemGNN = '82.89', MLPMultivariate = '81.15', TiDE = '77.56', DeepNPTS = '79.67', y = '76.05', min_within_quantile = '75.7', max_within_quantile = '79.67' WHERE ds = '2024-08-21 00:00:00' +2024-11-21 18:13:21,229 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-22 00:00:00', NHITS = '77.42', Informer = '77.28', LSTM = '75.61', iTransformer = '77.09', TSMixer = '76.87', TSMixerx = '76.23', PatchTST = '76.23', RNN = '78.17', GRU = '77.14', TCN = '82.16', BiTCN = '77.63', DilatedRNN = '74.88', MLP = '76.88', DLinear = '76.68', NLinear = '76.68', TFT = '76.6', StemGNN = '82.7', MLPMultivariate = '79.56', TiDE = '76.8', DeepNPTS = '81.11', y = '77.22', min_within_quantile = '74.88', max_within_quantile = '78.17' WHERE ds = '2024-08-22 00:00:00' +2024-11-21 18:13:21,236 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-23 00:00:00', NHITS = '76.9', Informer = '77.87', LSTM = '76.75', iTransformer = '77.31', TSMixer = '77.41', TSMixerx = '76.3', PatchTST = '76.96', RNN = '79.63', GRU = '78.38', TCN = '82.38', BiTCN = '77.96', DilatedRNN = '75.83', MLP = '76.72', DLinear = '77.54', NLinear = '77.07', TFT = '77.44', StemGNN = '82.51', MLPMultivariate = '81.06', TiDE = '77.34', DeepNPTS = '78.43', y = '78.15', min_within_quantile = '75.83', max_within_quantile = '78.43' WHERE ds = '2024-08-23 00:00:00' +2024-11-21 18:13:21,243 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-26 00:00:00', NHITS = '77.22', Informer = '80.05', LSTM = '77.5', iTransformer = '78.38', TSMixer = '78.34', TSMixerx = '77.69', PatchTST = '77.56', RNN = '80.6', GRU = '79.1', TCN = '82.61', BiTCN = '78.31', DilatedRNN = '77.06', MLP = '77.19', DLinear = '77.93', NLinear = '78.15', TFT = '77.98', StemGNN = '82.34', MLPMultivariate = '81.7', TiDE = '77.93', DeepNPTS = '76.76', y = '80.36', min_within_quantile = '76.76', max_within_quantile = '80.6' WHERE ds = '2024-08-26 00:00:00' +2024-11-21 18:13:21,250 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-27 00:00:00', NHITS = '79.07', Informer = '80.48', LSTM = '79.21', iTransformer = '80.64', TSMixer = '80.05', TSMixerx = '79.38', PatchTST = '80.09', RNN = '82.95', GRU = '81.21', TCN = '83.89', BiTCN = '79.68', DilatedRNN = '78.83', MLP = '79.13', DLinear = '79.21', NLinear = '80.39', TFT = '81.62', StemGNN = '82.16', MLPMultivariate = '84.33', TiDE = '80.53', DeepNPTS = '80.32', y = '78.66', min_within_quantile = '78.83', max_within_quantile = '82.16' WHERE ds = '2024-08-27 00:00:00' +2024-11-21 18:13:21,257 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-28 00:00:00', NHITS = '78.26', Informer = '78.99', LSTM = '77.7', iTransformer = '79.71', TSMixer = '79.38', TSMixerx = '78.96', PatchTST = '78.71', RNN = '81.01', GRU = '79.2', TCN = '83.4', BiTCN = '79.28', DilatedRNN = '77.56', MLP = '77.9', DLinear = '78.03', NLinear = '78.93', TFT = '78.19', StemGNN = '81.96', MLPMultivariate = '83.25', TiDE = '79.48', DeepNPTS = '79.14', y = '77.58', min_within_quantile = '77.56', max_within_quantile = '81.96' WHERE ds = '2024-08-28 00:00:00' +2024-11-21 18:13:21,264 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-29 00:00:00', NHITS = '78.49', Informer = '78.82', LSTM = '76.81', iTransformer = '78.7', TSMixer = '78.35', TSMixerx = '77.82', PatchTST = '77.76', RNN = '80.09', GRU = '78.42', TCN = '83.18', BiTCN = '78.32', DilatedRNN = '76.14', MLP = '77.87', DLinear = '78.52', NLinear = '78.19', TFT = '77.54', StemGNN = '81.69', MLPMultivariate = '81.47', TiDE = '78.3', DeepNPTS = '77.84', y = '78.82', min_within_quantile = '76.14', max_within_quantile = '80.09' WHERE ds = '2024-08-29 00:00:00' +2024-11-21 18:13:21,270 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-08-30 00:00:00', NHITS = '79.5', Informer = '78.99', LSTM = '77.96', iTransformer = '79.05', TSMixer = '78.9', TSMixerx = '78.12', PatchTST = '79.32', RNN = '81.32', GRU = '79.87', TCN = '83.47', BiTCN = '78.46', DilatedRNN = '77.37', MLP = '78.93', DLinear = '78.89', NLinear = '79.61', TFT = '78.14', StemGNN = '81.44', MLPMultivariate = '81.24', TiDE = '79.04', DeepNPTS = '78.86', y = '76.93', min_within_quantile = '77.37', max_within_quantile = '81.24' WHERE ds = '2024-08-30 00:00:00' +2024-11-21 18:13:21,278 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-02 00:00:00', NHITS = '77.23', Informer = '77.54', LSTM = '76.31', iTransformer = '75.51', TSMixer = '77.7', TSMixerx = '77.28', PatchTST = '77.34', RNN = '79.07', GRU = '77.71', TCN = '82.43', BiTCN = '77.22', DilatedRNN = '76.16', MLP = '76.93', DLinear = '76.83', NLinear = '77.12', TFT = '76.5', StemGNN = '81.17', MLPMultivariate = '78.55', TiDE = '77.25', DeepNPTS = '77.9', y = '77.52', min_within_quantile = '75.51', max_within_quantile = '79.07' WHERE ds = '2024-09-02 00:00:00' +2024-11-21 18:13:21,285 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-03 00:00:00', NHITS = '77.54', Informer = '77.19', LSTM = '76.91', iTransformer = '76.8', TSMixer = '77.69', TSMixerx = '78.05', PatchTST = '78.0', RNN = '80.01', GRU = '78.57', TCN = '82.53', BiTCN = '77.14', DilatedRNN = '76.37', MLP = '78.31', DLinear = '78.13', NLinear = '76.81', TFT = '77.6', StemGNN = '80.95', MLPMultivariate = '79.37', TiDE = '77.4', DeepNPTS = '78.47', y = '73.75', min_within_quantile = '76.37', max_within_quantile = '80.95' WHERE ds = '2024-09-03 00:00:00' +2024-11-21 18:13:21,292 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-04 00:00:00', NHITS = '75.91', Informer = '72.99', LSTM = '73.23', iTransformer = '74.27', TSMixer = '75.11', TSMixerx = '75.19', PatchTST = '74.35', RNN = '75.11', GRU = '74.48', TCN = '81.02', BiTCN = '75.47', DilatedRNN = '73.22', MLP = '74.98', DLinear = '75.48', NLinear = '74.34', TFT = '74.59', StemGNN = '80.69', MLPMultivariate = '75.59', TiDE = '74.74', DeepNPTS = '77.55', y = '72.7', min_within_quantile = '72.99', max_within_quantile = '77.55' WHERE ds = '2024-09-04 00:00:00' +2024-11-21 18:13:21,299 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-05 00:00:00', NHITS = '73.57', Informer = '73.51', LSTM = '72.45', iTransformer = '73.64', TSMixer = '73.47', TSMixerx = '73.72', PatchTST = '72.98', RNN = '74.13', GRU = '73.83', TCN = '79.48', BiTCN = '74.65', DilatedRNN = '71.3', MLP = '74.02', DLinear = '74.36', NLinear = '73.41', TFT = '73.78', StemGNN = '80.41', MLPMultivariate = '75.54', TiDE = '73.62', DeepNPTS = '78.11', y = '72.69', min_within_quantile = '71.3', max_within_quantile = '75.54' WHERE ds = '2024-09-05 00:00:00' +2024-11-21 18:13:21,306 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-06 00:00:00', NHITS = '72.55', Informer = '73.84', LSTM = '72.66', iTransformer = '73.27', TSMixer = '73.25', TSMixerx = '72.03', PatchTST = '73.28', RNN = '74.14', GRU = '73.83', TCN = '78.53', BiTCN = '74.58', DilatedRNN = '71.67', MLP = '73.15', DLinear = '73.54', NLinear = '73.16', TFT = '74.0', StemGNN = '80.1', MLPMultivariate = '75.88', TiDE = '73.08', DeepNPTS = '74.28', y = '71.06', min_within_quantile = '71.67', max_within_quantile = '74.58' WHERE ds = '2024-09-06 00:00:00' +2024-11-21 18:13:21,313 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-09 00:00:00', NHITS = '71.01', Informer = '72.46', LSTM = '70.94', iTransformer = '72.4', TSMixer = '71.93', TSMixerx = '69.77', PatchTST = '71.31', RNN = '72.05', GRU = '71.81', TCN = '77.29', BiTCN = '73.74', DilatedRNN = '70.41', MLP = '71.82', DLinear = '71.78', NLinear = '71.48', TFT = '72.68', StemGNN = '79.78', MLPMultivariate = '75.25', TiDE = '71.76', DeepNPTS = '72.79', y = '71.84', min_within_quantile = '69.77', max_within_quantile = '72.46' WHERE ds = '2024-09-09 00:00:00' +2024-11-21 18:13:21,320 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-10 00:00:00', NHITS = '72.96', Informer = '72.4', LSTM = '71.96', iTransformer = '71.64', TSMixer = '72.2', TSMixerx = '71.12', PatchTST = '71.97', RNN = '73.32', GRU = '72.79', TCN = '76.93', BiTCN = '74.42', DilatedRNN = '71.06', MLP = '72.79', DLinear = '72.49', NLinear = '72.05', TFT = '73.1', StemGNN = '79.47', MLPMultivariate = '76.0', TiDE = '72.15', DeepNPTS = '73.12', y = '69.19', min_within_quantile = '71.06', max_within_quantile = '73.32' WHERE ds = '2024-09-10 00:00:00' +2024-11-21 18:13:21,328 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-11 00:00:00', NHITS = '69.74', Informer = '68.46', LSTM = '68.88', iTransformer = '69.7', TSMixer = '70.37', TSMixerx = '70.53', PatchTST = '70.21', RNN = '69.49', GRU = '69.48', TCN = '75.65', BiTCN = '73.51', DilatedRNN = '68.5', MLP = '68.84', DLinear = '70.44', NLinear = '69.9', TFT = '71.51', StemGNN = '79.16', MLPMultivariate = '72.94', TiDE = '70.13', DeepNPTS = '71.74', y = '70.61', min_within_quantile = '68.46', max_within_quantile = '72.94' WHERE ds = '2024-09-11 00:00:00' +2024-11-21 18:13:21,337 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-12 00:00:00', NHITS = '69.91', Informer = '68.06', LSTM = '70.82', iTransformer = '69.29', TSMixer = '70.64', TSMixerx = '71.12', PatchTST = '70.85', RNN = '71.93', GRU = '71.4', TCN = '75.65', BiTCN = '73.01', DilatedRNN = '69.5', MLP = '70.07', DLinear = '70.89', NLinear = '71.07', TFT = '71.67', StemGNN = '78.81', MLPMultivariate = '73.51', TiDE = '71.02', DeepNPTS = '72.07', y = '71.97', min_within_quantile = '69.29', max_within_quantile = '73.51' WHERE ds = '2024-09-12 00:00:00' +2024-11-21 18:13:21,344 - my_logger - INFO - sqlUPDATE testandpredict_groupby SET ds = '2024-09-13 00:00:00', NHITS = '71.99', Informer = '69.65', LSTM = '72.26', iTransformer = '69.37', TSMixer = '71.83', TSMixerx = '71.85', PatchTST = '72.04', RNN = '73.96', GRU = '72.72', TCN = '75.85', BiTCN = '72.58', DilatedRNN = '71.52', MLP = '71.67', DLinear = '71.27', NLinear = '72.18', TFT = '71.72', StemGNN = '78.46', MLPMultivariate = '73.89', TiDE = '71.77', DeepNPTS = '71.27', y = '71.61', min_within_quantile = '69.37', max_within_quantile = '73.96' WHERE ds = '2024-09-13 00:00:00' diff --git a/main_yuanyou.py b/main_yuanyou.py index 82bf2b0..04a1216 100644 --- a/main_yuanyou.py +++ b/main_yuanyou.py @@ -2,7 +2,7 @@ from config_jingbo import * from lib.dataread import * from lib.tools import * -from models.nerulforcastmodels import ex_Model,model_losss,brent_export_pdf,tansuanli_export_pdf,pp_export_pdf,model_losss_juxiting +from models.nerulforcastmodels import ex_Model,model_losss,model_losss_juxiting,brent_export_pdf,tansuanli_export_pdf,pp_export_pdf,model_losss_juxiting import glob import torch @@ -114,11 +114,12 @@ def predict_main(): is_weekday = datetime.datetime.now().weekday() == 0 if is_weekday: logger.info('今天是周一，更新预测模型') - # 计算最近20天预测残差最低的模型名称 - + # 计算最近60天预测残差最低的模型名称 model_results = sqlitedb.select_data('trueandpredict', order_by="ds DESC", limit="60") - # 删除空值率为40%以上的列,删除空行 - model_results = model_results.dropna(thresh=len(model_results)*0.6,axis=1) + # 删除空值率为40%以上的列 + if len(model_results) > 10: + model_results = model_results.dropna(thresh=len(model_results)*0.6,axis=1) + # 删除空行 model_results = model_results.dropna() modelnames = model_results.columns.to_list()[2:] for col in model_results[modelnames].select_dtypes(include=['object']).columns: @@ -126,7 +127,6 @@ def predict_main(): # 计算每个预测值与真实值之间的偏差率 for model in modelnames: model_results[f'{model}_abs_error_rate'] = abs(model_results['y'] - model_results[model]) / model_results['y'] - # 获取每行对应的最小偏差率值 min_abs_error_rate_values = model_results.apply(lambda row: row[[f'{model}_abs_error_rate' for model in modelnames]].min(), axis=1) # 获取每行对应的最小偏差率值对应的列名 @@ -136,9 +136,7 @@ def predict_main(): # 取出现次数最多的模型名称 most_common_model = min_abs_error_rate_column_name.value_counts().idxmax() logger.info(f"最近60天预测残差最低的模型名称：{most_common_model}") - # 保存结果到数据库 - if not sqlitedb.check_table_exists('most_model'): sqlitedb.create_table('most_model', columns="ds datetime, most_common_model TEXT") sqlitedb.insert_data('most_model', (datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S'), most_common_model,), columns=('ds', 'most_common_model',)) @@ -175,7 +173,8 @@ def predict_main(): logger.info('模型训练完成') logger.info('训练数据绘图ing') - model_results3 = model_losss(sqlitedb) + # model_results3 = model_losss(sqlitedb) + model_results3 = model_losss_juxiting(sqlitedb) logger.info('训练数据绘图end') # 模型报告 diff --git a/models/nerulforcastmodels.py b/models/nerulforcastmodels.py index 089a861..36d4cfe 100644 --- a/models/nerulforcastmodels.py +++ b/models/nerulforcastmodels.py @@ -365,21 +365,15 @@ def model_losss(sqlitedb): sqlitedb.update_data('trueandpredict',set_clause,where_condition = f"ds = '{row.ds}'") continue sqlitedb.insert_data('trueandpredict',tuple(row_dict.values()),columns=columns) - - - # 最多频率的模型名称 - min_model_max_frequency_model = df_combined3['min_model'][-50:].value_counts().idxmax() - max_model_max_frequency_model = df_combined3['max_model'][-50:].value_counts().idxmax() + min_model_max_frequency_model = df_combined3['min_model'][-60:].value_counts().idxmax() + max_model_max_frequency_model = df_combined3['max_model'][-60:].value_counts().idxmax() df_predict['min_model'] = min_model_max_frequency_model df_predict['max_model'] = max_model_max_frequency_model df_predict['min_within_quantile'] = df_predict[min_model_max_frequency_model] df_predict['max_within_quantile'] = df_predict[max_model_max_frequency_model] - df_predict2 = df_predict.copy() df_predict2['ds'] = df_predict2['ds'].dt.strftime('%Y-%m-%d 00:00:00') - - # 将预测结果保存到数据库 # 判断表存在 if not sqlitedb.check_table_exists('testandpredict_groupby'): @@ -393,9 +387,6 @@ def model_losss(sqlitedb): sqlitedb.update_data('testandpredict_groupby',set_clause,where_condition = f"ds = '{row.ds}'") continue sqlitedb.insert_data('testandpredict_groupby',tuple(row_dict.values()),columns=row_dict.keys()) - - - # 计算每个预测值与真实值之间的偏差率 for model in allmodelnames: df_combined3[f'{model}_abs_error_rate'] = abs(df_combined3['y'] - df_combined3[model]) / df_combined3['y'] @@ -612,8 +603,8 @@ def model_losss_juxiting(sqlitedb): upper_bound = df_combined3.loc[row.name,row['columns']].max() # 计算下边界值 lower_bound = df_combined3.loc[row.name,row['columns']].min() - return pd.Series([lower_bound, upper_bound], index=['lower_bound', 'upper_bound']) - df_combined3[['upper_bound','lower_bound']] = names_df.apply(add_upper_lower_bound, axis=1) + return pd.Series([lower_bound, upper_bound], index=['min_within_quantile', 'max_within_quantile']) + df_combined3[['min_within_quantile','max_within_quantile']] = names_df.apply(add_upper_lower_bound, axis=1) def find_most_common_model(): @@ -689,7 +680,12 @@ def model_losss_juxiting(sqlitedb): plt.figure(figsize=(20, 10)) plt.plot(df['ds'], df['y'], label='真实值') # 颜色填充 - plt.fill_between(df['ds'], df['upper_bound'], df['lower_bound'], alpha=0.2) + plt.fill_between(df['ds'], df['max_within_quantile'], df['min_within_quantile'], alpha=0.2) + # markers = ['o', 's', '^', 'D', 'v', '*', 'p', 'h', 'H', '+', 'x', 'd'] + # random_marker = random.choice(markers) + # for model in allmodelnames: + # for model in ['BiTCN','RNN']: + # plt.plot(df['ds'], df[model], label=model,marker=random_marker) # plt.plot(df_combined3['ds'], df_combined3['min_abs_error_rate_prediction'], label='最小绝对误差', linestyle='--', color='orange') # 网格 plt.grid(True) @@ -758,7 +754,7 @@ def brent_export_pdf(num_indicators=475,num_models=21, num_dayindicator=202,inpu import pandas as pd feature_data_df = pd.read_csv(os.path.join(dataset,'指标数据添加时间特征.csv'), parse_dates=['ds']).tail(60) def draw_feature_trend(feature_data_df, features): - # 画特征近一周的趋势图 + # 画特征近60天的趋势图 feature_df = feature_data_df[['ds','y']+features] # 遍历X每一列，和yy画散点图 ， @@ -821,7 +817,7 @@ def brent_export_pdf(num_indicators=475,num_models=21, num_dayindicator=202,inpu content.append(Graphs.draw_text('1. 确定波动率置信区间：统计近60个交易日的真实价格波动率，找出在 10% ，90% 的分位值作为波动率置信区间;')) content.append(Graphs.draw_text('2. 确定通道上界：在所有模型的预测结果中 <= 前一天真实价格 乘以 90%的置信波动分位数')) content.append(Graphs.draw_text('3. 确定通道下界：在所有模型的预测结果中 >= 前一天真实价格 乘以 10%的置信波动分位数')) - content.append(Graphs.draw_text('4. 预测结果没有真实值作为参考依据，通道上界取近20个交易日内预测在上界值的模型对应的预测值，通道下界同理；')) + content.append(Graphs.draw_text('4. 预测结果没有真实值作为参考依据，通道上界取近60个交易日内预测在上界值的模型对应的预测值，通道下界同理；')) content.append(Graphs.draw_text('5. 预测结果选用近20个交易日内，最多接近真实值的模型的预测值对应的预测结果；')) content.append(Graphs.draw_text('6. 预测结果在通道外的，代表最接近真实值的预测结果不在置信波动范围内。')) @@ -955,8 +951,6 @@ def brent_export_pdf(num_indicators=475,num_models=21, num_dayindicator=202,inpu else: content.append(Graphs.draw_text(f'{name}类指标中，与预测目标y负相关的特征有：{negative_corr_features}')) draw_feature_trend(feature_data_df, negative_corr_features) - - # 计算correlation_sum 第一行的相关性的绝对值的总和 correlation_sum = correlation_matrix.abs().sum() logger.info(f'{name}类指标的相关性总和为：{correlation_sum}') @@ -975,10 +969,8 @@ def brent_export_pdf(num_indicators=475,num_models=21, num_dayindicator=202,inpu content.append(Graphs.draw_img(os.path.join(dataset,'指标分类相关性总和的气泡图.png'))) content.append(Graphs.draw_text('气泡图中，横轴为指标分类，纵轴为指标分类下的特征数量，气泡的面积越大表示该分类中特征的相关系数和越大。')) logger.info(f'绘制相关性总和的气泡图结束') - content.append(Graphs.draw_little_title('模型选择：')) content.append(Graphs.draw_text(f'预测使用了{num_models}个模型进行训练拟合，通过评估指标MAE从小到大排列，前5个模型的简介如下：')) - ### 读取模型简介 with open(os.path.join(dataset,'model_introduction.txt'), 'r', encoding='utf-8') as f: for line in f: @@ -986,9 +978,7 @@ def brent_export_pdf(num_indicators=475,num_models=21, num_dayindicator=202,inpu if line_split[0] in fivemodels_list: for introduction in line_split: content.append(Graphs.draw_text(introduction)) - content.append(Graphs.draw_little_title('模型评估：')) - df = pd.read_csv(os.path.join(dataset,'model_evaluation.csv'),encoding='utf-8') # 判断 df 的数值列转为float for col in eval_df.columns: @@ -1013,16 +1003,10 @@ def brent_export_pdf(num_indicators=475,num_models=21, num_dayindicator=202,inpu content.append(Graphs.draw_text('模型拟合：')) # 添加图片 content.append(Graphs.draw_img(os.path.join(dataset,'预测值与真实值对比图.png'))) - - - - ### 生成pdf文件 doc = SimpleDocTemplate(os.path.join(dataset,reportname), pagesize=letter) - # doc = SimpleDocTemplate(os.path.join(dataset,'reportname.pdf'), pagesize=letter) doc.build(content) # pdf 上传到数字化信息平台 - # 读取pdf并转为base64 try: if is_update_report: with open(os.path.join(dataset,reportname), 'rb') as f: