From 8b3c392cff7b6b965479f9a2a15c0cb32d60e539 Mon Sep 17 00:00:00 2001 From: workpc Date: Fri, 22 Nov 2024 17:31:41 +0800 Subject: [PATCH] =?UTF-8?q?=E5=8E=9F=E6=B2=B9=E6=95=B0=E6=8D=AE=E5=A4=84?= =?UTF-8?q?=E7=90=86=E9=80=BB=E8=BE=91=E6=B7=BB=E5=8A=A0=E5=91=A8=E5=BA=A6?= =?UTF-8?q?=E6=9C=88=E5=BA=A6?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- config_jingbo.py | 4 +- lib/dataread.py | 16 +- logs/pricepredict.log.1 | 10107 +++++++++++++++++++++++++++++++++ main_yuanyou.py | 42 +- models/nerulforcastmodels.py | 4 +- 5 files changed, 10143 insertions(+), 30 deletions(-) create mode 100644 logs/pricepredict.log.1 diff --git a/config_jingbo.py b/config_jingbo.py index 36f2c0a..ffed3ae 100644 --- a/config_jingbo.py +++ b/config_jingbo.py @@ -202,8 +202,10 @@ is_update_report = False # 是否上传报告 is_update_warning_data = False # 是否上传预警数据 # 数据截取日期 +start_year = 2017 # 数据开始年份 end_time = '' # 数据截取日期 -delweekenday = True +freq = 'M' # 时间频率，"D": 天 "W": 周"M": 月"Q": 季度"A": 年 "H": 小时 "T": 分钟 "S": 秒 "B": 工作日 +delweekenday = True if freq == 'B' else False # 是否删除周末数据 is_corr = False # 特征是否参与滞后领先提升相关系数 add_kdj = False # 是否添加kdj指标 if add_kdj and is_edbnamelist: diff --git a/lib/dataread.py b/lib/dataread.py index d9b8627..02b7eb5 100644 --- a/lib/dataread.py +++ b/lib/dataread.py @@ -566,20 +566,16 @@ def datachuli(df_zhibiaoshuju,df_zhibiaoliebiao,datecol='date',end_time='',y='y' # 按时间顺序排列 df.sort_values(by='ds',inplace=True) df['ds'] = pd.to_datetime(df['ds']) - # 获取2018年到指定日期的数据 - df = df[df['ds'].dt.year >= 2018] + # 获取start_year年到end_time的数据 + df = df[df['ds'].dt.year >= start_year] df = df[df['ds'] <= end_time] - last_update_times_df,y_last_update_time = create_feature_last_update_time(df) logger.info(f'删除预警的特征前数据量：{df.shape}') - columns_to_drop = last_update_times_df[last_update_times_df['warning_date'] < y_last_update_time ]['feature'].values.tolist() df = df.drop(columns = columns_to_drop) - logger.info(f'删除预警的特征后数据量：{df.shape}') if is_update_warning_data: upload_warning_info(last_update_times_df,y_last_update_time) - # 去掉近最后数据对应的日期在六月以前的列，删除近2月的数据是常熟的列 current_date = datetime.datetime.now() two_months_ago = current_date - timedelta(days=180) @@ -591,6 +587,13 @@ def datachuli(df_zhibiaoshuju,df_zhibiaoliebiao,datecol='date',end_time='',y='y' df = df.drop(columns=columns_to_drop) logger.info(f'删除两月不更新特征后数据量：{df.shape}') + + if freq == 'W': + # 按周取样 + df = df.resample('W', on='ds').mean().reset_index() + elif freq == 'M': + # 按月取样 + df = df.resample('M', on='ds').mean().reset_index() # 删除预测列空值的行 df = df.dropna(subset=['y']) logger.info(f'删除预测列为空值的行后数据量：{df.shape}') @@ -610,6 +613,7 @@ def datachuli(df_zhibiaoshuju,df_zhibiaoliebiao,datecol='date',end_time='',y='y' # 删除周六日的数据 if delweekenday: df = df[df['ds'].dt.weekday < 5] + # kdj指标 if add_kdj: df = calculate_kdj(df) diff --git a/logs/pricepredict.log.1 b/logs/pricepredict.log.1 new file mode 100644 index 0000000..bf16df0 --- /dev/null +++ b/logs/pricepredict.log.1 @@ -0,0 +1,10107 @@ +2024-11-19 13:19:51,424 - 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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'] +2024-11-19 13:22:24,859 - my_logger - INFO - ovx index +2024-11-19 13:22:25,407 - my_logger - INFO - dxy curncy +2024-11-19 13:22:26,156 - my_logger - INFO - C2403128043 +2024-11-19 13:22:27,149 - my_logger - INFO - C2403150124 +2024-11-19 13:22:27,989 - my_logger - INFO - FVHCM1 INDEX +2024-11-19 13:22:28,535 - my_logger - INFO - doedtprd index +2024-11-19 13:22:28,869 - my_logger - INFO - CFFDQMMN INDEX +2024-11-19 13:22:29,183 - my_logger - INFO - C2403083739 +2024-11-19 13:22:29,440 - my_logger - INFO - C2404167878 +2024-11-19 13:22:29,666 - my_logger - INFO - lmcads03 lme comdty +2024-11-19 13:22:30,129 - my_logger - INFO - GC1 COMB Comdty +2024-11-19 13:22:30,775 - my_logger - INFO - C2404167855 +2024-11-19 13:22:31,690 - my_logger - INFO - date ::ͳͶʹ::ֵ :ͳͶʹ::ֵ :ɽ:ͳͶʹ::ֵ ... C2404167878 lmcads03 lme comdty GC1 COMB Comdty C2404167855 +9425 2024-11-19 NaN NaN NaN ... NaN NaN NaN NaN +8289 2024-11-18 NaN NaN NaN ... NaN NaN 2615.3 38.5293 +10772 2024-11-17 NaN NaN NaN ... NaN NaN NaN NaN +11274 2024-11-16 NaN NaN NaN ... NaN NaN NaN NaN +1733 2024-11-15 NaN NaN NaN ... NaN 9002.5 2570.1 38.3483 + +[5 rows x 504 columns] +2024-11-19 13:24:08,589 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:24:08,592 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:24:08,596 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:24:08,598 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:24:08,600 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:24:08,602 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:24:08,604 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 +2024-11-19 13:24:08,609 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-19 13:24:08,614 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-19 13:24:08,618 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 +2024-11-19 13:24:08,619 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 +2024-11-19 13:24:08,621 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 +2024-11-19 13:24:08,625 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-19 13:24:08,632 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-19 13:24:08,636 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-19 13:24:08,638 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-19 13:24:08,641 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-19 13:24:08,644 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-19 13:24:08,649 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 +2024-11-19 13:24:08,651 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 +2024-11-19 13:24:08,653 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-19 13:24:08,656 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-19 13:24:08,659 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 +2024-11-19 13:24:08,664 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-19 13:24:08,667 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 +2024-11-19 13:24:08,670 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 +2024-11-19 13:24:08,671 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 +2024-11-19 13:24:08,673 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 +2024-11-19 13:24:08,676 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 +2024-11-19 13:24:08,679 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-19 13:24:08,683 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-19 13:24:08,685 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-19 13:24:08,689 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-19 13:24:08,692 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-18 +2024-11-19 13:24:08,698 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-18 +2024-11-19 13:24:08,701 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-18 +2024-11-19 13:24:08,704 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-18 +2024-11-19 13:24:08,707 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-18 +2024-11-19 13:24:08,711 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-18 +2024-11-19 13:24:08,716 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-18 +2024-11-19 13:24:08,718 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-18 +2024-11-19 13:24:08,721 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-18 +2024-11-19 13:24:08,724 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-18 +2024-11-19 13:24:08,727 - my_logger - INFO - Column ͵һ was last updated at 2024-11-18 +2024-11-19 13:24:08,732 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-18 +2024-11-19 13:24:08,735 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-18 +2024-11-19 13:24:08,738 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-18 +2024-11-19 13:24:08,741 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-18 +2024-11-19 13:24:08,747 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-18 +2024-11-19 13:24:08,752 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-18 +2024-11-19 13:24:08,760 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-15 +2024-11-19 13:24:08,767 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-15 +2024-11-19 13:24:08,770 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-18 +2024-11-19 13:24:08,773 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-18 +2024-11-19 13:24:08,775 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-18 +2024-11-19 13:24:08,784 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-18 +2024-11-19 13:24:08,789 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-18 +2024-11-19 13:24:08,794 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-18 +2024-11-19 13:24:08,821 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-18 +2024-11-19 13:24:08,837 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-18 +2024-11-19 13:24:08,845 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-18 +2024-11-19 13:24:08,891 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-18 +2024-11-19 13:24:08,923 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-18 +2024-11-19 13:24:08,947 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-18 +2024-11-19 13:24:08,951 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-18 +2024-11-19 13:24:08,955 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-18 +2024-11-19 13:24:08,957 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-18 +2024-11-19 13:24:08,961 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-18 +2024-11-19 13:24:08,965 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-18 +2024-11-19 13:24:08,968 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-18 +2024-11-19 13:24:08,971 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-19 13:24:08,974 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-18 +2024-11-19 13:24:08,978 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-18 +2024-11-19 13:24:08,985 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-19 +2024-11-19 13:24:08,989 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-18 +2024-11-19 13:24:08,992 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-18 +2024-11-19 13:24:08,998 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-18 +2024-11-19 13:24:09,001 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-18 +2024-11-19 13:24:09,004 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-18 +2024-11-19 13:24:09,006 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-18 +2024-11-19 13:24:09,010 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-18 +2024-11-19 13:24:09,017 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-19 13:24:09,021 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 +2024-11-19 13:24:09,027 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-19 13:24:09,035 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-19 13:24:09,039 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-18 +2024-11-19 13:24:09,047 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-18 +2024-11-19 13:24:09,052 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-18 +2024-11-19 13:24:09,055 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-19 +2024-11-19 13:24:09,057 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-18 +2024-11-19 13:24:09,060 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-19 13:24:09,067 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-19 13:24:09,071 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 +2024-11-19 13:24:09,073 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-19 13:24:09,075 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-19 13:24:09,081 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-19 13:24:09,085 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 +2024-11-19 13:24:09,088 - my_logger - INFO - Column y was last updated at 2024-11-18 +2024-11-19 13:24:09,091 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-15 +2024-11-19 13:24:09,095 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-18 +2024-11-19 13:24:09,102 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-18 +2024-11-19 13:24:09,107 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-19 +2024-11-19 13:24:09,113 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-18 +2024-11-19 13:24:09,120 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-18 +2024-11-19 13:24:09,122 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-18 +2024-11-19 13:24:09,126 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-18 +2024-11-19 13:24:09,131 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-18 +2024-11-19 13:24:09,135 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-18 +2024-11-19 13:24:09,137 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-18 +2024-11-19 13:24:09,141 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-18 +2024-11-19 13:24:09,149 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-18 +2024-11-19 13:24:09,152 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-18 +2024-11-19 13:24:09,155 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-15 +2024-11-19 13:24:09,157 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-18 +2024-11-19 13:24:09,161 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-18 +2024-11-19 13:24:09,166 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-18 +2024-11-19 13:24:09,169 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-18 +2024-11-19 13:24:09,172 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-18 +2024-11-19 13:24:09,175 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-19 +2024-11-19 13:24:09,179 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-18 +2024-11-19 13:24:09,185 - my_logger - INFO - Column Brent* was last updated at 2024-11-18 +2024-11-19 13:24:09,188 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-18 +2024-11-19 13:24:09,192 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-18 +2024-11-19 13:24:09,200 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-18 +2024-11-19 13:24:09,204 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-18 +2024-11-19 13:24:09,211 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 +2024-11-19 13:24:09,222 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 +2024-11-19 13:24:09,228 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 +2024-11-19 13:24:09,236 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-18 +2024-11-19 13:24:09,239 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-18 +2024-11-19 13:24:09,244 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-18 +2024-11-19 13:24:09,250 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-18 +2024-11-19 13:24:09,254 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-19 13:24:09,258 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-19 13:24:09,266 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-19 13:24:09,272 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-18 +2024-11-19 13:24:09,276 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-19 13:24:09,286 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-18 +2024-11-19 13:24:09,289 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-18 +2024-11-19 13:24:09,300 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-18 +2024-11-19 13:24:09,315 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-18 +2024-11-19 13:24:09,325 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-18 +2024-11-19 13:24:09,335 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-18 +2024-11-19 13:24:09,351 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-18 +2024-11-19 13:24:09,361 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-18 +2024-11-19 13:24:09,367 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-18 +2024-11-19 13:24:09,370 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-19 13:24:09,373 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-19 13:24:09,376 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-18 +2024-11-19 13:24:09,381 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-18 +2024-11-19 13:24:09,385 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-18 +2024-11-19 13:24:09,388 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 +2024-11-19 13:24:09,393 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 +2024-11-19 13:24:09,399 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-19 13:24:09,402 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 +2024-11-19 13:24:09,406 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 +2024-11-19 13:24:09,414 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 +2024-11-19 13:24:09,420 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 +2024-11-19 13:24:09,422 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 +2024-11-19 13:24:09,427 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 +2024-11-19 13:24:09,434 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-19 13:24:09,437 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 +2024-11-19 13:24:09,440 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 +2024-11-19 13:24:09,445 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-19 13:24:09,450 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-19 13:24:09,453 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-19 13:24:09,457 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 +2024-11-19 13:24:09,471 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-19 13:24:09,473 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-19 13:24:09,478 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-19 13:24:09,485 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-19 13:24:09,489 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-19 13:24:09,495 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-19 13:24:09,503 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-19 13:24:09,505 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-19 13:24:09,510 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-19 13:24:09,516 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-19 13:24:09,520 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-19 13:24:09,522 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-19 13:24:09,525 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-19 13:24:09,529 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 +2024-11-19 13:24:09,532 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 +2024-11-19 13:24:09,535 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 +2024-11-19 13:24:09,537 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 +2024-11-19 13:24:09,540 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 +2024-11-19 13:24:09,543 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 +2024-11-19 13:24:09,547 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 +2024-11-19 13:24:09,550 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 +2024-11-19 13:24:09,553 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-19 13:24:09,554 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-19 13:24:09,557 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-19 13:24:09,560 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-19 13:24:09,566 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 +2024-11-19 13:24:09,568 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-19 13:24:09,572 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 +2024-11-19 13:24:09,578 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-18 +2024-11-19 13:24:09,584 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-18 +2024-11-19 13:24:09,586 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-18 +2024-11-19 13:24:09,589 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-18 +2024-11-19 13:24:09,606 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-18 +2024-11-19 13:24:09,613 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-18 +2024-11-19 13:24:09,620 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-19 13:24:09,624 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-19 13:24:09,630 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-18 +2024-11-19 13:24:09,636 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-18 +2024-11-19 13:24:09,640 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-18 +2024-11-19 13:24:09,645 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-18 +2024-11-19 13:24:09,652 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-18 +2024-11-19 13:24:09,655 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-18 +2024-11-19 13:24:09,657 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-18 +2024-11-19 13:24:09,663 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-18 +2024-11-19 13:24:09,669 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-18 +2024-11-19 13:24:09,672 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-18 +2024-11-19 13:24:09,675 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-18 +2024-11-19 13:24:09,684 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-18 +2024-11-19 13:24:09,690 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-18 +2024-11-19 13:24:09,697 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-18 +2024-11-19 13:24:09,705 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-18 +2024-11-19 13:24:09,708 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-18 +2024-11-19 13:24:09,712 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-18 +2024-11-19 13:24:09,717 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-18 +2024-11-19 13:24:09,722 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-18 +2024-11-19 13:24:09,733 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-18 +2024-11-19 13:24:09,737 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-18 +2024-11-19 13:24:09,740 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-18 +2024-11-19 13:24:09,746 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-15 +2024-11-19 13:24:09,750 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-18 +2024-11-19 13:24:09,754 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-18 +2024-11-19 13:24:09,759 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-18 +2024-11-19 13:24:09,765 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-18 +2024-11-19 13:24:09,769 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-18 +2024-11-19 13:24:09,775 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-15 +2024-11-19 13:24:09,789 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-18 +2024-11-19 13:24:09,797 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:24:09,802 - my_logger - INFO - Column DFL was last updated at 2024-11-18 +2024-11-19 13:24:09,805 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-18 +2024-11-19 13:24:09,813 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-19 +2024-11-19 13:24:09,824 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-18 +2024-11-19 13:24:09,829 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-18 +2024-11-19 13:24:09,835 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 +2024-11-19 13:24:09,837 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-18 +2024-11-19 13:24:09,840 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-18 +2024-11-19 13:24:09,849 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-18 +2024-11-19 13:24:09,852 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-18 +2024-11-19 13:24:09,855 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-18 +2024-11-19 13:24:09,858 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-18 +2024-11-19 13:24:09,865 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-18 +2024-11-19 13:24:09,870 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-19 +2024-11-19 13:24:09,874 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 +2024-11-19 13:24:09,878 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-19 +2024-11-19 13:24:09,886 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-19 +2024-11-19 13:24:09,889 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-15 +2024-11-19 13:24:09,896 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 +2024-11-19 13:24:09,903 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-18 +2024-11-19 13:24:09,906 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-19 +2024-11-19 13:24:09,913 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-19 +2024-11-19 13:24:09,920 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-18 +2024-11-19 13:24:09,923 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-19 +2024-11-19 13:24:09,930 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-18 +2024-11-19 13:24:09,933 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-15 +2024-11-19 13:24:09,937 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-15 +2024-11-19 13:24:09,941 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-15 +2024-11-19 13:24:09,949 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-15 +2024-11-19 13:24:09,953 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-18 +2024-11-19 13:24:09,956 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-15 +2024-11-19 13:24:09,967 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-19 13:24:09,973 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-15 +2024-11-19 13:24:09,977 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 +2024-11-19 13:24:09,984 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:24:09,987 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:24:09,989 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:24:09,995 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 +2024-11-19 13:24:10,000 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-18 +2024-11-19 13:24:10,003 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:24:10,007 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-19 +2024-11-19 13:24:10,015 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-18 +2024-11-19 13:24:10,020 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:24:10,022 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-18 +2024-11-19 13:24:10,028 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-18 +2024-11-19 13:24:10,032 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-18 +2024-11-19 13:24:10,037 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-19 13:24:10,040 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-18 +2024-11-19 13:24:10,043 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-18 +2024-11-19 13:24:10,068 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-18 +2024-11-19 13:24:10,071 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-18 +2024-11-19 13:24:10,073 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-18 +2024-11-19 13:24:10,077 - my_logger - INFO - Column Oman FOB M2 was last updated at None +2024-11-19 13:24:10,083 - my_logger - INFO - Column Oman FOB M3 was last updated at None +2024-11-19 13:24:10,087 - my_logger - INFO - Column Oman FOB M4 was last updated at None +2024-11-19 13:24:10,091 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-18 +2024-11-19 13:24:10,100 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-18 +2024-11-19 13:24:10,102 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 +2024-11-19 13:24:10,105 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 +2024-11-19 13:24:10,107 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-18 +2024-11-19 13:24:10,114 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-15 +2024-11-19 13:24:10,118 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-18 +2024-11-19 13:24:10,121 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-18 +2024-11-19 13:24:10,123 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-18 +2024-11-19 13:24:10,129 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-18 +2024-11-19 13:24:10,133 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-18 +2024-11-19 13:24:10,137 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-18 +2024-11-19 13:24:10,139 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-18 +2024-11-19 13:24:10,143 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-18 +2024-11-19 13:24:10,148 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-18 +2024-11-19 13:24:10,151 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-18 +2024-11-19 13:24:10,155 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-18 +2024-11-19 13:24:10,171 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-18 +2024-11-19 13:24:10,179 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-18 +2024-11-19 13:24:10,190 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-18 +2024-11-19 13:24:10,200 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-18 +2024-11-19 13:24:10,205 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-18 +2024-11-19 13:24:10,210 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-19 +2024-11-19 13:24:10,215 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-19 +2024-11-19 13:24:10,222 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-19 +2024-11-19 13:24:10,226 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-19 +2024-11-19 13:24:10,231 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-18 +2024-11-19 13:24:10,236 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-18 +2024-11-19 13:24:10,240 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-18 +2024-11-19 13:24:10,245 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-18 +2024-11-19 13:24:10,252 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-18 +2024-11-19 13:24:10,256 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-18 +2024-11-19 13:24:10,261 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-18 +2024-11-19 13:24:10,268 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-18 +2024-11-19 13:24:10,273 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-17 +2024-11-19 13:24:10,281 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-18 +2024-11-19 13:24:10,286 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-18 +2024-11-19 13:24:10,293 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-18 +2024-11-19 13:24:10,300 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-18 +2024-11-19 13:24:10,305 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-18 +2024-11-19 13:24:10,308 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-18 +2024-11-19 13:24:10,318 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-18 +2024-11-19 13:24:10,320 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-18 +2024-11-19 13:24:10,324 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-18 +2024-11-19 13:24:10,327 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-18 +2024-11-19 13:24:10,334 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-18 +2024-11-19 13:24:10,336 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-19 13:24:10,340 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-19 13:24:10,343 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-19 13:24:10,348 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-19 13:24:10,352 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 +2024-11-19 13:24:10,355 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 +2024-11-19 13:24:10,357 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 +2024-11-19 13:24:10,362 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-19 13:24:10,367 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-19 13:24:10,370 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-19 13:24:10,373 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-19 13:24:10,378 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-19 13:24:10,386 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 +2024-11-19 13:24:10,390 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-19 13:24:10,400 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-19 13:24:10,405 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 +2024-11-19 13:24:10,407 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-19 13:24:10,414 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-19 13:24:10,419 - my_logger - INFO - Column ò was last updated at 2024-11-08 +2024-11-19 13:24:10,423 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 +2024-11-19 13:24:10,427 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-19 13:24:10,435 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-19 13:24:10,440 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-19 13:24:10,448 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-19 13:24:10,455 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-19 13:24:10,460 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-19 13:24:10,470 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-19 13:24:10,477 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-19 13:24:10,483 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-19 13:24:10,487 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-19 13:24:10,490 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-19 13:24:10,495 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-19 13:24:10,500 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-19 13:24:10,504 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-19 13:24:10,508 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-19 13:24:10,518 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-19 13:24:10,522 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-19 13:24:10,528 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-19 13:24:10,535 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-19 13:24:10,537 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-19 13:24:10,543 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-19 13:24:10,549 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-19 13:24:10,553 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-19 13:24:10,559 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-19 13:24:10,564 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-19 13:24:10,570 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 +2024-11-19 13:24:10,573 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-19 13:24:10,576 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 +2024-11-19 13:24:10,582 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-19 13:24:10,585 - my_logger - INFO - Column was last updated at 2024-11-08 +2024-11-19 13:24:10,589 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 +2024-11-19 13:24:10,593 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-19 13:24:10,600 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-19 13:24:10,602 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 +2024-11-19 13:24:10,605 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-19 13:24:10,608 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-19 13:24:10,615 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-19 13:24:10,620 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 +2024-11-19 13:24:10,626 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-19 13:24:10,637 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 +2024-11-19 13:24:10,651 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 +2024-11-19 13:24:10,658 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 +2024-11-19 13:24:10,671 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 +2024-11-19 13:24:10,682 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 +2024-11-19 13:24:10,694 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 +2024-11-19 13:24:10,703 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-15 +2024-11-19 13:24:10,710 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-15 +2024-11-19 13:24:10,721 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 +2024-11-19 13:24:10,732 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 +2024-11-19 13:24:10,738 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 +2024-11-19 13:24:10,746 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 +2024-11-19 13:24:10,754 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-19 13:24:10,765 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-19 13:24:10,772 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-19 13:24:10,781 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,787 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-19 13:24:10,793 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-19 13:24:10,800 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,805 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,812 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,820 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,829 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,838 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,847 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,856 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-19 13:24:10,865 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,871 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-19 13:24:10,886 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,891 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-19 13:24:10,898 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,903 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-19 13:24:10,910 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,918 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,922 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,935 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,953 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,957 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-19 13:24:10,968 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,974 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,983 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,989 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:10,995 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,005 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,012 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,019 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,025 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,032 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,036 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,045 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,052 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,059 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,066 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,071 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,076 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,083 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,088 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,092 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,099 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,103 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,109 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:24:11,115 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,120 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-19 13:24:11,127 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,133 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,136 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,139 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,143 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,149 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-19 13:24:11,151 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,155 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,158 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,164 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,168 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,170 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-19 13:24:11,173 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,176 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,182 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,186 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,189 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,193 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,199 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,202 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,205 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,210 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,215 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,220 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,227 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,236 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,239 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,246 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,253 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,257 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,263 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,269 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,272 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:24:11,276 - my_logger - INFO - Column ˮλ was last updated at 2024-11-18 +2024-11-19 13:24:11,285 - my_logger - INFO - Column ovx index was last updated at 2024-11-18 +2024-11-19 13:24:11,289 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-18 +2024-11-19 13:24:11,299 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-18 +2024-11-19 13:24:11,301 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-18 +2024-11-19 13:24:11,306 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-18 +2024-11-19 13:24:11,312 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 +2024-11-19 13:24:11,319 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-19 13:24:11,323 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-19 13:24:11,327 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-19 13:24:11,333 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-15 +2024-11-19 13:24:11,338 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-18 +2024-11-19 13:24:11,341 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-18 +2024-11-19 13:24:48,024 - my_logger - INFO - etaȡ... +2024-11-19 13:24:48,577 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ +2024-11-19 13:24:48,814 - my_logger - INFO - ָ :ͳͶʹ::ֵܾ +2024-11-19 13:24:48,993 - my_logger - INFO - ָ :ɽ:ͳͶʹ::ֵܾ +2024-11-19 13:24:49,185 - my_logger - INFO - ָ :īذ:ͳͶʹ::ֵܾ +2024-11-19 13:24:49,369 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ +2024-11-19 13:24:49,584 - my_logger - INFO - ָ ::ͳͶʹ::ֵܾ +2024-11-19 13:24:50,627 - my_logger - INFO - ָ йִ/7DMA +2024-11-19 13:24:51,085 - my_logger - INFO - ָ ͱ裨ܶȣ1ܻֵ +2024-11-19 13:24:51,086 - my_logger - INFO - ָ ͱ裨ܶȣ1ܻ +2024-11-19 13:24:51,396 - my_logger - INFO - ָ Ͳܶȣ1ܻ +2024-11-19 13:24:52,620 - my_logger - INFO - ָ ԭܶȱ/4WMA +2024-11-19 13:24:52,620 - my_logger - INFO - ָ Ʒ/4WMA +2024-11-19 13:24:52,621 - my_logger - INFO - ָ Ʒ4ܻ +2024-11-19 13:24:52,819 - my_logger - INFO - ָ ˹/500 +2024-11-19 13:24:52,820 - my_logger - INFO - ָ DOE-Ͳ1ܻ +2024-11-19 13:24:52,821 - my_logger - INFO - ָ DOE-Ͳ1ܻ +2024-11-19 13:24:52,821 - my_logger - INFO - ָ úһܻֵ +2024-11-19 13:24:52,822 - my_logger - INFO - ָ ͱһܻֵ +2024-11-19 13:24:52,822 - my_logger - INFO - ָ ͱһܻֵ +2024-11-19 13:24:52,822 - my_logger - INFO - ָ ŷѲ +2024-11-19 13:24:52,823 - my_logger - INFO - ָ ŷ޲Ѳ +2024-11-19 13:24:53,207 - my_logger - INFO - ָ йӪ1ܻ +2024-11-19 13:24:53,696 - my_logger - INFO - ָ ӵָܻȣ/3WMA +2024-11-19 13:24:53,697 - my_logger - INFO - ָ ԭ1ܻ +2024-11-19 13:24:54,968 - my_logger - INFO - ָ ԭ4ֵܾ +2024-11-19 13:24:56,074 - my_logger - INFO - ָ ڻѲ +2024-11-19 13:24:56,076 - my_logger - INFO - ָ īѲ +2024-11-19 13:24:56,179 - my_logger - INFO - ָ ŦԼ۲Ѳ +2024-11-19 13:24:56,179 - my_logger - INFO - ָ ŷ޲ڻѲ +2024-11-19 13:24:56,180 - my_logger - INFO - ָ ŷѲ +2024-11-19 13:24:56,180 - my_logger - INFO - ָ ¼²Ѳ +2024-11-19 13:24:56,181 - my_logger - INFO - ָ ڻѲ +2024-11-19 13:24:56,181 - my_logger - INFO - ָ īѲ +2024-11-19 13:24:56,182 - my_logger - INFO - ָ ŦԼѲ +2024-11-19 13:24:56,182 - my_logger - INFO - ָ ŷ¹صѲ +2024-11-19 13:24:56,182 - my_logger - INFO - ָ ¼Ѳ +2024-11-19 13:24:59,224 - my_logger - INFO - ָ ú4ƽ +2024-11-19 13:25:01,038 - my_logger - INFO - ָ RBOB12ºԼѽ/5DMA5ջ/65DMA +2024-11-19 13:25:01,039 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ/65DMA +2024-11-19 13:25:01,039 - my_logger - INFO - ָ HO12ºԼѽ/65DMA +2024-11-19 13:25:01,040 - my_logger - INFO - ָ RBOB12ºԼѽ/65DMA +2024-11-19 13:25:01,040 - my_logger - INFO - ָ HO12ºԼѽ/5DMA5ջ +2024-11-19 13:25:01,041 - 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INFO - ָ Dubai9Լ۸ +2024-11-19 13:25:23,218 - my_logger - INFO - ָ ϰ7-9² +2024-11-19 13:25:24,399 - my_logger - INFO - ָ Brent2 +2024-11-19 13:25:24,399 - my_logger - INFO - ָ WTI2Լ۸ +2024-11-19 13:25:25,384 - my_logger - INFO - ָ WTI4Լ۸ +2024-11-19 13:25:26,194 - my_logger - INFO - ָ Brent4Լ۸ +2024-11-19 13:25:27,383 - my_logger - INFO - ָ WTI7Լ۸ +2024-11-19 13:25:27,637 - my_logger - INFO - ָ WTI12Լ۸ +2024-11-19 13:25:27,953 - my_logger - INFO - ָ 24Լ۸ +2024-11-19 13:25:28,507 - my_logger - INFO - ָ Brent6Լ۸ +2024-11-19 13:25:28,508 - my_logger - INFO - ָ Brent12Լ۸ +2024-11-19 13:25:28,509 - my_logger - INFO - ָ Brent9Լ +2024-11-19 13:25:28,509 - my_logger - INFO - ָ brent3Լ +2024-11-19 13:25:28,510 - my_logger - INFO - ָ Brent5 +2024-11-19 13:25:28,510 - my_logger - INFO - ָ Brent10Լ +2024-11-19 13:25:28,510 - my_logger - INFO - ָ Brent11Լ +2024-11-19 13:25:28,511 - my_logger - INFO - ָ WTI3Լ۸ +2024-11-19 13:25:28,511 - my_logger - INFO - ָ Brent 7Լ۸ +2024-11-19 13:25:28,511 - my_logger - INFO - ָ Brent8Լ۸ +2024-11-19 13:25:28,513 - my_logger - INFO - ָ Brent13 +2024-11-19 13:25:29,047 - my_logger - INFO - ָ ICE Brent c15 +2024-11-19 13:25:29,047 - my_logger - INFO - ָ ICE Brent c16 +2024-11-19 13:25:29,048 - my_logger - INFO - ָ ICE Brent c17 +2024-11-19 13:25:29,049 - my_logger - INFO - ָ ICE Brent c18 +2024-11-19 13:25:29,049 - my_logger - INFO - ָ ICE Brent c19 +2024-11-19 13:25:29,050 - my_logger - INFO - ָ ICE Brent c20 +2024-11-19 13:25:29,294 - my_logger - INFO - ָ ICE Brent c21 +2024-11-19 13:25:29,295 - my_logger - INFO - ָ ICE Brent c22 +2024-11-19 13:25:29,295 - my_logger - INFO - ָ ICE Brent c23 +2024-11-19 13:25:29,296 - my_logger - INFO - ָ ICE Brent c25 +2024-11-19 13:25:29,297 - my_logger - INFO - ָ ICE Brent c26 +2024-11-19 13:25:29,297 - my_logger - INFO - ָ ICE Brent c27 +2024-11-19 13:25:29,297 - my_logger - INFO - ָ ICE Brent c28 +2024-11-19 13:25:29,298 - my_logger - INFO - ָ ICE Brent c29 +2024-11-19 13:25:29,298 - my_logger - INFO - ָ ICE Brent c30 +2024-11-19 13:25:29,298 - 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INFO - ָ Oman Swap c2 +2024-11-19 13:25:31,004 - my_logger - INFO - ָ Oman Swap c3 +2024-11-19 13:25:31,004 - my_logger - INFO - ָ Oman Swap c4 +2024-11-19 13:25:31,005 - my_logger - INFO - ָ Oman Swap c5 +2024-11-19 13:25:31,005 - my_logger - INFO - ָ Oman Swap c6 +2024-11-19 13:25:31,006 - my_logger - INFO - ָ Oman Swap c7 +2024-11-19 13:25:31,006 - my_logger - INFO - ָ Oman Swap c8 +2024-11-19 13:25:31,006 - my_logger - INFO - ָ Oman Swap c9 +2024-11-19 13:25:31,007 - my_logger - INFO - ָ Oman Swap c10 +2024-11-19 13:25:31,007 - my_logger - INFO - ָ Oman Swap c11 +2024-11-19 13:25:31,007 - my_logger - INFO - ָ Oman Swap c12 +2024-11-19 13:25:31,007 - my_logger - INFO - ָ Oman Swap c13 +2024-11-19 13:25:31,009 - my_logger - INFO - ָ Oman Swap c14 +2024-11-19 13:25:31,009 - my_logger - INFO - ָ Oman Swap c15 +2024-11-19 13:25:31,010 - my_logger - INFO - ָ Oman Swap c16 +2024-11-19 13:25:31,010 - my_logger - INFO - ָ Oman Swap c17 +2024-11-19 13:25:31,011 - my_logger - INFO - ָ Oman Swap c18 +2024-11-19 13:25:31,011 - 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INFO - ָ Oman Swap c35 +2024-11-19 13:25:31,021 - my_logger - INFO - ָ Oman Swap c36 +2024-11-19 13:25:31,021 - my_logger - INFO - ָ Oman Swap c37 +2024-11-19 13:25:31,022 - my_logger - INFO - ָ Oman Swap c38 +2024-11-19 13:25:31,519 - my_logger - INFO - ָ DME Oman c2 +2024-11-19 13:25:31,519 - my_logger - INFO - ָ DME Oman c3 +2024-11-19 13:25:31,519 - my_logger - INFO - ָ DME Oman c4 +2024-11-19 13:25:31,519 - my_logger - INFO - ָ DME Oman c5 +2024-11-19 13:25:31,521 - my_logger - INFO - ָ DME Oman c6 +2024-11-19 13:25:31,709 - my_logger - INFO - ָ Murban Futures c2 +2024-11-19 13:25:31,711 - my_logger - INFO - ָ Murban Futures c3 +2024-11-19 13:25:31,711 - my_logger - INFO - ָ Murban Futures c4 +2024-11-19 13:25:31,712 - my_logger - INFO - ָ Murban Futures c5 +2024-11-19 13:25:31,712 - my_logger - INFO - ָ Murban Futures c6 +2024-11-19 13:25:42,162 - my_logger - INFO - ָ EFS c1-c2 +2024-11-19 13:25:42,162 - my_logger - INFO - ָ TD3C ˷ c1-c2 +2024-11-19 13:25:44,488 - my_logger - INFO - 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INFO - ָ жԭͳɱ+˷ +2024-11-19 13:26:05,058 - my_logger - INFO - ָ Brentԭֻ۸/8DMA +2024-11-19 13:26:05,059 - my_logger - INFO - ָ ֻ:ԭ:ӢDtd/8DMA +2024-11-19 13:26:31,926 - my_logger - INFO - ָ Brent1Լ۸ϲв/Brent 2-3 +2024-11-19 13:26:31,927 - my_logger - INFO - ָ BrentC1-C21ջ +2024-11-19 13:26:43,984 - my_logger - INFO - ָ OMANԭԶֻDES30DMA +2024-11-19 13:26:45,973 - my_logger - INFO - ָ VLCCԭ˼ۣжձ +2024-11-19 13:26:50,715 - my_logger - INFO - ָ ж-йԭ˷ +2024-11-19 13:26:54,317 - my_logger - INFO - ָ ˹嵽йVLCCԭ˷ѣԪ/죩 +2024-11-19 13:26:54,317 - my_logger - INFO - ָ ˹嵽¼VLCC˷ +2024-11-19 13:26:56,774 - my_logger - INFO - ָ ԭͲ +2024-11-19 13:27:08,136 - my_logger - INFO - ָ Brent1Լ۸ϲв/DFL +2024-11-19 13:27:08,884 - my_logger - INFO - ָ SC c3-޳ɱ/7DMA +2024-11-19 13:27:19,869 - my_logger - INFO - ָ ;ڣܶȣ1ܻ +2024-11-19 13:27:20,356 - my_logger - INFO - ָ ҳ͹˾ɼ +2024-11-19 13:27:20,623 - my_logger - INFO - ָ ܶԭͲ1ܻ +2024-11-19 13:27:20,624 - my_logger - INFO - ָ EIAܶNGLͬ +2024-11-19 13:27:20,624 - my_logger - INFO - 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ָ ԭ1ܻ*-1 +2024-11-19 13:27:55,654 - my_logger - INFO - ָ Եηָ/30DMA +2024-11-19 13:27:55,654 - my_logger - INFO - ָ Եηָ/14DMA +2024-11-19 13:27:55,654 - my_logger - INFO - ָ Եηָ/7DMA +2024-11-19 13:27:55,655 - my_logger - INFO - ָ Brent1Լ۸ϲв/GPRD_MA30 +2024-11-19 13:27:55,655 - my_logger - INFO - ָ WTI1Լ۸ϲв/WTI1-4 +2024-11-19 13:27:55,656 - my_logger - INFO - ָ RBOB/CBOB +2024-11-19 13:27:55,656 - my_logger - INFO - ָ Brent1Լ۸ϲв/Ԫָ +2024-11-19 13:27:55,656 - my_logger - INFO - ָ Brent1Լ۸ϲв/Brent1-2² +2024-11-19 13:27:55,658 - my_logger - INFO - ָ Brent1Լ۸Brent1Լ۸ϲв/BRENT 211ѽ۲150 +2024-11-19 13:27:55,658 - my_logger - INFO - ָ Brent1Լ۸Brent1Լ۸ϲв/DFL150 +2024-11-19 13:27:55,659 - my_logger - INFO - ָ /ҵԭͿ- +2024-11-19 13:27:55,732 - my_logger - INFO - ָ ӡȳƷͺ˽/4WMA +2024-11-19 13:27:55,733 - my_logger - INFO - ָ йƷͺ˽/4WMA +2024-11-19 13:27:55,733 - my_logger - INFO - ָ ŷ޳Ʒͺ˽/4WMA +2024-11-19 13:27:55,734 - my_logger - INFO - ָ ӡȳƷͺ˽ +2024-11-19 13:27:55,734 - my_logger - INFO - ָ йͺ˽ +2024-11-19 13:27:55,734 - my_logger - INFO - ָ ӡȲͺ˽ +2024-11-19 13:27:55,736 - my_logger - INFO - ָ ӡͺ˽ +2024-11-19 13:27:55,737 - my_logger - INFO - ָ йͺ˽ +2024-11-19 13:27:55,737 - my_logger - INFO - ָ йƷͺ˽ +2024-11-19 13:27:55,738 - my_logger - INFO - ָ ŷ޺ú˽ +2024-11-19 13:27:55,738 - my_logger - INFO - ָ ŷȼͺ˽ +2024-11-19 13:27:55,738 - my_logger - INFO - ָ ŷʯͺ˽ +2024-11-19 13:27:55,738 - my_logger - INFO - ָ ŷͺ˽ +2024-11-19 13:27:55,740 - my_logger - INFO - ָ ŷ޲ͺ˽ +2024-11-19 13:27:55,740 - my_logger - INFO - ָ ŷ޳Ʒͺ˽ +2024-11-19 13:27:55,812 - my_logger - INFO - ָ ͺ˳/4WMA +2024-11-19 13:27:55,813 - my_logger - INFO - ָ ͺ˳ +2024-11-19 13:27:55,813 - my_logger - INFO - ָ ˹ͺ˳ +2024-11-19 13:27:55,814 - my_logger - INFO - ָ ˹Ʒͺ˳ +2024-11-19 13:27:55,814 - my_logger - INFO - ָ ͺ˳ +2024-11-19 13:27:55,815 - my_logger - INFO - ָ Ʒͺ˳ +2024-11-19 13:27:55,815 - my_logger - INFO - ָ ˹ͺ˳ +2024-11-19 13:27:57,242 - 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 13:27:57,243 - my_logger - INFO - ovx index +2024-11-19 13:27:57,807 - my_logger - INFO - dxy curncy +2024-11-19 13:27:58,557 - my_logger - INFO - C2403128043 +2024-11-19 13:27:59,258 - my_logger - INFO - C2403150124 +2024-11-19 13:28:00,101 - my_logger - INFO - FVHCM1 INDEX +2024-11-19 13:28:00,542 - my_logger - INFO - doedtprd index +2024-11-19 13:28:00,859 - my_logger - INFO - CFFDQMMN INDEX +2024-11-19 13:28:01,124 - my_logger - INFO - C2403083739 +2024-11-19 13:28:01,380 - my_logger - INFO - C2404167878 +2024-11-19 13:28:01,605 - my_logger - INFO - lmcads03 lme comdty +2024-11-19 13:28:02,029 - my_logger - INFO - GC1 COMB Comdty +2024-11-19 13:28:02,695 - my_logger - INFO - C2404167855 +2024-11-19 13:28:03,481 - my_logger - INFO - date ::ͳͶʹ::ֵ :ͳͶʹ::ֵ :ɽ:ͳͶʹ::ֵ ... C2404167878 lmcads03 lme comdty GC1 COMB Comdty C2404167855 +9425 2024-11-19 NaN NaN NaN ... NaN NaN NaN NaN +8289 2024-11-18 NaN NaN NaN ... NaN NaN 2615.3 38.5293 +10772 2024-11-17 NaN NaN NaN ... NaN NaN NaN NaN +11274 2024-11-16 NaN NaN NaN ... NaN NaN NaN NaN +1733 2024-11-15 NaN NaN NaN ... NaN 9002.5 2570.1 38.3483 + +[5 rows x 504 columns] +2024-11-19 13:29:35,398 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:29:35,403 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:29:35,407 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:29:35,410 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:29:35,414 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:29:35,416 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:29:35,419 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 +2024-11-19 13:29:35,422 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-19 13:29:35,428 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-19 13:29:35,430 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 +2024-11-19 13:29:35,433 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 +2024-11-19 13:29:35,436 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 +2024-11-19 13:29:35,443 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-19 13:29:35,446 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-19 13:29:35,448 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-19 13:29:35,450 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-19 13:29:35,454 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-19 13:29:35,458 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-19 13:29:35,463 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 +2024-11-19 13:29:35,465 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 +2024-11-19 13:29:35,468 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-19 13:29:35,472 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-19 13:29:35,477 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 +2024-11-19 13:29:35,482 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-19 13:29:35,486 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 +2024-11-19 13:29:35,490 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 +2024-11-19 13:29:35,495 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 +2024-11-19 13:29:35,498 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 +2024-11-19 13:29:35,500 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 +2024-11-19 13:29:35,503 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-19 13:29:35,509 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-19 13:29:35,512 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-19 13:29:35,516 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-19 13:29:35,518 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-18 +2024-11-19 13:29:35,522 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-18 +2024-11-19 13:29:35,527 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-18 +2024-11-19 13:29:35,530 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-18 +2024-11-19 13:29:35,534 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-18 +2024-11-19 13:29:35,536 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-18 +2024-11-19 13:29:35,539 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-18 +2024-11-19 13:29:35,545 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-18 +2024-11-19 13:29:35,548 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-18 +2024-11-19 13:29:35,551 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-18 +2024-11-19 13:29:35,554 - my_logger - INFO - Column ͵һ was last updated at 2024-11-18 +2024-11-19 13:29:35,558 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-18 +2024-11-19 13:29:35,563 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-18 +2024-11-19 13:29:35,567 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-18 +2024-11-19 13:29:35,569 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-18 +2024-11-19 13:29:35,573 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-18 +2024-11-19 13:29:35,579 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-18 +2024-11-19 13:29:35,582 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-15 +2024-11-19 13:29:35,585 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-15 +2024-11-19 13:29:35,587 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-18 +2024-11-19 13:29:35,592 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-18 +2024-11-19 13:29:35,596 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-18 +2024-11-19 13:29:35,600 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-18 +2024-11-19 13:29:35,605 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-18 +2024-11-19 13:29:35,609 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-18 +2024-11-19 13:29:35,615 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-18 +2024-11-19 13:29:35,618 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-18 +2024-11-19 13:29:35,622 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-18 +2024-11-19 13:29:35,627 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-18 +2024-11-19 13:29:35,630 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-18 +2024-11-19 13:29:35,632 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-18 +2024-11-19 13:29:35,634 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-18 +2024-11-19 13:29:35,637 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-18 +2024-11-19 13:29:35,644 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-18 +2024-11-19 13:29:35,646 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-18 +2024-11-19 13:29:35,649 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-18 +2024-11-19 13:29:35,651 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-18 +2024-11-19 13:29:35,655 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-19 13:29:35,660 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-18 +2024-11-19 13:29:35,663 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-18 +2024-11-19 13:29:35,665 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-19 +2024-11-19 13:29:35,669 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-18 +2024-11-19 13:29:35,672 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-18 +2024-11-19 13:29:35,678 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-18 +2024-11-19 13:29:35,682 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-18 +2024-11-19 13:29:35,684 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-18 +2024-11-19 13:29:35,688 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-18 +2024-11-19 13:29:35,693 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-18 +2024-11-19 13:29:35,695 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-19 13:29:35,698 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 +2024-11-19 13:29:35,701 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-19 13:29:35,704 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-19 13:29:35,708 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-18 +2024-11-19 13:29:35,712 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-18 +2024-11-19 13:29:35,715 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-18 +2024-11-19 13:29:35,717 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-19 +2024-11-19 13:29:35,720 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-18 +2024-11-19 13:29:35,724 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-19 13:29:35,731 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-19 13:29:35,738 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 +2024-11-19 13:29:35,744 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-19 13:29:35,746 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-19 13:29:35,750 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-19 13:29:35,752 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 +2024-11-19 13:29:35,755 - my_logger - INFO - Column y was last updated at 2024-11-18 +2024-11-19 13:29:35,760 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-15 +2024-11-19 13:29:35,762 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-18 +2024-11-19 13:29:35,765 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-18 +2024-11-19 13:29:35,767 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-19 +2024-11-19 13:29:35,770 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-18 +2024-11-19 13:29:35,773 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-18 +2024-11-19 13:29:35,779 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-18 +2024-11-19 13:29:35,782 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-18 +2024-11-19 13:29:35,785 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-18 +2024-11-19 13:29:35,788 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-18 +2024-11-19 13:29:35,794 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-18 +2024-11-19 13:29:35,797 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-18 +2024-11-19 13:29:35,800 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-18 +2024-11-19 13:29:35,802 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-18 +2024-11-19 13:29:35,806 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-15 +2024-11-19 13:29:35,813 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-18 +2024-11-19 13:29:35,816 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-18 +2024-11-19 13:29:35,819 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-18 +2024-11-19 13:29:35,822 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-18 +2024-11-19 13:29:35,828 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-18 +2024-11-19 13:29:35,830 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-19 +2024-11-19 13:29:35,833 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-18 +2024-11-19 13:29:35,836 - my_logger - INFO - Column Brent* was last updated at 2024-11-18 +2024-11-19 13:29:35,843 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-18 +2024-11-19 13:29:35,849 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-18 +2024-11-19 13:29:35,852 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-18 +2024-11-19 13:29:35,855 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-18 +2024-11-19 13:29:35,860 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 +2024-11-19 13:29:35,864 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 +2024-11-19 13:29:35,866 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 +2024-11-19 13:29:35,869 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-18 +2024-11-19 13:29:35,873 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-18 +2024-11-19 13:29:35,878 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-18 +2024-11-19 13:29:35,881 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-18 +2024-11-19 13:29:35,883 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-19 13:29:35,884 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-19 13:29:35,888 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-19 13:29:35,894 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-18 +2024-11-19 13:29:35,897 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-19 13:29:35,899 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-18 +2024-11-19 13:29:35,901 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-18 +2024-11-19 13:29:35,904 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-18 +2024-11-19 13:29:35,909 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-18 +2024-11-19 13:29:35,913 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-18 +2024-11-19 13:29:35,915 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-18 +2024-11-19 13:29:35,918 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-18 +2024-11-19 13:29:35,921 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-18 +2024-11-19 13:29:35,926 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-18 +2024-11-19 13:29:35,929 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-19 13:29:35,932 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-19 13:29:35,934 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-18 +2024-11-19 13:29:35,937 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-18 +2024-11-19 13:29:35,941 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-18 +2024-11-19 13:29:35,946 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 +2024-11-19 13:29:35,949 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 +2024-11-19 13:29:35,952 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-19 13:29:35,958 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 +2024-11-19 13:29:35,963 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 +2024-11-19 13:29:35,966 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 +2024-11-19 13:29:35,969 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 +2024-11-19 13:29:35,972 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 +2024-11-19 13:29:35,977 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 +2024-11-19 13:29:35,981 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-19 13:29:35,983 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 +2024-11-19 13:29:35,985 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 +2024-11-19 13:29:35,989 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-19 13:29:35,996 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-19 13:29:35,998 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-19 13:29:36,001 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 +2024-11-19 13:29:36,005 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-19 13:29:36,010 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-19 13:29:36,012 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-19 13:29:36,016 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-19 13:29:36,018 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-19 13:29:36,022 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-19 13:29:36,026 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-19 13:29:36,030 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-19 13:29:36,033 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-19 13:29:36,035 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-19 13:29:36,042 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-19 13:29:36,047 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-19 13:29:36,049 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-19 13:29:36,053 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 +2024-11-19 13:29:36,055 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 +2024-11-19 13:29:36,062 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 +2024-11-19 13:29:36,064 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 +2024-11-19 13:29:36,066 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 +2024-11-19 13:29:36,071 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 +2024-11-19 13:29:36,079 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 +2024-11-19 13:29:36,084 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 +2024-11-19 13:29:36,089 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-19 13:29:36,095 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-19 13:29:36,098 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-19 13:29:36,100 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-19 13:29:36,103 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 +2024-11-19 13:29:36,108 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-19 13:29:36,113 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 +2024-11-19 13:29:36,115 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-18 +2024-11-19 13:29:36,118 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-18 +2024-11-19 13:29:36,122 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-18 +2024-11-19 13:29:36,130 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-18 +2024-11-19 13:29:36,132 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-18 +2024-11-19 13:29:36,135 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-18 +2024-11-19 13:29:36,138 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-19 13:29:36,144 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-19 13:29:36,147 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-18 +2024-11-19 13:29:36,150 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-18 +2024-11-19 13:29:36,154 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-18 +2024-11-19 13:29:36,159 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-18 +2024-11-19 13:29:36,162 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-18 +2024-11-19 13:29:36,165 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-18 +2024-11-19 13:29:36,167 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-18 +2024-11-19 13:29:36,169 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-18 +2024-11-19 13:29:36,171 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-18 +2024-11-19 13:29:36,177 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-18 +2024-11-19 13:29:36,178 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-18 +2024-11-19 13:29:36,181 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-18 +2024-11-19 13:29:36,183 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-18 +2024-11-19 13:29:36,184 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-18 +2024-11-19 13:29:36,187 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-18 +2024-11-19 13:29:36,192 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-18 +2024-11-19 13:29:36,197 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-18 +2024-11-19 13:29:36,198 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-18 +2024-11-19 13:29:36,200 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-18 +2024-11-19 13:29:36,201 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-18 +2024-11-19 13:29:36,205 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-18 +2024-11-19 13:29:36,210 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-18 +2024-11-19 13:29:36,212 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-15 +2024-11-19 13:29:36,214 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-18 +2024-11-19 13:29:36,216 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-18 +2024-11-19 13:29:36,217 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-18 +2024-11-19 13:29:36,220 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-18 +2024-11-19 13:29:36,223 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-18 +2024-11-19 13:29:36,226 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-15 +2024-11-19 13:29:36,229 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-18 +2024-11-19 13:29:36,230 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:29:36,233 - my_logger - INFO - Column DFL was last updated at 2024-11-18 +2024-11-19 13:29:36,235 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-18 +2024-11-19 13:29:36,238 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-19 +2024-11-19 13:29:36,242 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-18 +2024-11-19 13:29:36,244 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-18 +2024-11-19 13:29:36,246 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 +2024-11-19 13:29:36,248 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-18 +2024-11-19 13:29:36,250 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-18 +2024-11-19 13:29:36,252 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-18 +2024-11-19 13:29:36,254 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-18 +2024-11-19 13:29:36,258 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-18 +2024-11-19 13:29:36,261 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-18 +2024-11-19 13:29:36,263 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-18 +2024-11-19 13:29:36,264 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-19 +2024-11-19 13:29:36,267 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 +2024-11-19 13:29:36,268 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-19 +2024-11-19 13:29:36,270 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-19 +2024-11-19 13:29:36,276 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-15 +2024-11-19 13:29:36,279 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 +2024-11-19 13:29:36,282 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-18 +2024-11-19 13:29:36,284 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-19 +2024-11-19 13:29:36,286 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-19 +2024-11-19 13:29:36,290 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-18 +2024-11-19 13:29:36,294 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-19 +2024-11-19 13:29:36,296 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-18 +2024-11-19 13:29:36,298 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-15 +2024-11-19 13:29:36,300 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-15 +2024-11-19 13:29:36,303 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-15 +2024-11-19 13:29:36,305 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-15 +2024-11-19 13:29:36,311 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-18 +2024-11-19 13:29:36,315 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-15 +2024-11-19 13:29:36,318 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-19 13:29:36,322 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-15 +2024-11-19 13:29:36,326 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 +2024-11-19 13:29:36,329 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:29:36,330 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:29:36,333 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:29:36,334 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 +2024-11-19 13:29:36,337 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-18 +2024-11-19 13:29:36,341 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:29:36,343 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-19 +2024-11-19 13:29:36,346 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-18 +2024-11-19 13:29:36,347 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:29:36,349 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-18 +2024-11-19 13:29:36,352 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-18 +2024-11-19 13:29:36,354 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-18 +2024-11-19 13:29:36,358 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-19 13:29:36,362 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-18 +2024-11-19 13:29:36,363 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-18 +2024-11-19 13:29:36,366 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-18 +2024-11-19 13:29:36,368 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-18 +2024-11-19 13:29:36,369 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-18 +2024-11-19 13:29:36,371 - my_logger - INFO - Column Oman FOB M2 was last updated at None +2024-11-19 13:29:36,377 - my_logger - INFO - Column Oman FOB M3 was last updated at None +2024-11-19 13:29:36,379 - my_logger - INFO - Column Oman FOB M4 was last updated at None +2024-11-19 13:29:36,382 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-18 +2024-11-19 13:29:36,383 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-18 +2024-11-19 13:29:36,388 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 +2024-11-19 13:29:36,423 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 +2024-11-19 13:29:36,462 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-18 +2024-11-19 13:29:36,465 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-15 +2024-11-19 13:29:36,467 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-18 +2024-11-19 13:29:36,470 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-18 +2024-11-19 13:29:36,476 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-18 +2024-11-19 13:29:36,483 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-18 +2024-11-19 13:29:36,491 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-18 +2024-11-19 13:29:36,498 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-18 +2024-11-19 13:29:36,501 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-18 +2024-11-19 13:29:36,504 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-18 +2024-11-19 13:29:36,506 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-18 +2024-11-19 13:29:36,510 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-18 +2024-11-19 13:29:36,513 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-18 +2024-11-19 13:29:36,515 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-18 +2024-11-19 13:29:36,517 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-18 +2024-11-19 13:29:36,520 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-18 +2024-11-19 13:29:36,522 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-18 +2024-11-19 13:29:36,527 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-18 +2024-11-19 13:29:36,529 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-19 +2024-11-19 13:29:36,530 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-19 +2024-11-19 13:29:36,533 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-19 +2024-11-19 13:29:36,535 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-19 +2024-11-19 13:29:36,538 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-18 +2024-11-19 13:29:36,543 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-18 +2024-11-19 13:29:36,547 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-18 +2024-11-19 13:29:36,553 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-18 +2024-11-19 13:29:36,559 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-18 +2024-11-19 13:29:36,563 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-18 +2024-11-19 13:29:36,565 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-18 +2024-11-19 13:29:36,567 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-18 +2024-11-19 13:29:36,569 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-17 +2024-11-19 13:29:36,573 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-18 +2024-11-19 13:29:36,577 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-18 +2024-11-19 13:29:36,579 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-18 +2024-11-19 13:29:36,581 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-18 +2024-11-19 13:29:36,584 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-18 +2024-11-19 13:29:36,586 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-18 +2024-11-19 13:29:36,588 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-18 +2024-11-19 13:29:36,594 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-18 +2024-11-19 13:29:36,596 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-18 +2024-11-19 13:29:36,597 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-18 +2024-11-19 13:29:36,600 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-18 +2024-11-19 13:29:36,602 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-19 13:29:36,604 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-19 13:29:36,606 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-19 13:29:36,610 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-19 13:29:36,613 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 +2024-11-19 13:29:36,614 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 +2024-11-19 13:29:36,616 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 +2024-11-19 13:29:36,618 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-19 13:29:36,621 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-19 13:29:36,624 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-19 13:29:36,628 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-19 13:29:36,630 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-19 13:29:36,633 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 +2024-11-19 13:29:36,635 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-19 13:29:36,637 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-19 13:29:36,640 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 +2024-11-19 13:29:36,644 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-19 13:29:36,645 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-19 13:29:36,647 - my_logger - INFO - Column ò was last updated at 2024-11-08 +2024-11-19 13:29:36,649 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 +2024-11-19 13:29:36,651 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-19 13:29:36,653 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-19 13:29:36,655 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-19 13:29:36,662 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-19 13:29:36,665 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-19 13:29:36,669 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-19 13:29:36,672 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-19 13:29:36,678 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-19 13:29:36,680 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-19 13:29:36,684 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-19 13:29:36,685 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-19 13:29:36,687 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-19 13:29:36,692 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-19 13:29:36,695 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-19 13:29:36,697 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-19 13:29:36,698 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-19 13:29:36,700 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-19 13:29:36,702 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-19 13:29:36,704 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-19 13:29:36,710 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-19 13:29:36,712 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-19 13:29:36,713 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-19 13:29:36,715 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-19 13:29:36,717 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-19 13:29:36,719 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-19 13:29:36,722 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 +2024-11-19 13:29:36,727 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-19 13:29:36,729 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 +2024-11-19 13:29:36,731 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-19 13:29:36,732 - my_logger - INFO - Column was last updated at 2024-11-08 +2024-11-19 13:29:36,734 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 +2024-11-19 13:29:36,736 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-19 13:29:36,742 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-19 13:29:36,744 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 +2024-11-19 13:29:36,745 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-19 13:29:36,748 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-19 13:29:36,749 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-19 13:29:36,752 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 +2024-11-19 13:29:36,754 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-19 13:29:36,758 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 +2024-11-19 13:29:36,761 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 +2024-11-19 13:29:36,763 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 +2024-11-19 13:29:36,764 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 +2024-11-19 13:29:36,767 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 +2024-11-19 13:29:36,769 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 +2024-11-19 13:29:36,772 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-15 +2024-11-19 13:29:36,777 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-15 +2024-11-19 13:29:36,779 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 +2024-11-19 13:29:36,780 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 +2024-11-19 13:29:36,783 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 +2024-11-19 13:29:36,784 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 +2024-11-19 13:29:36,787 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-19 13:29:36,792 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-19 13:29:36,797 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-19 13:29:36,799 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,801 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-19 13:29:36,803 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-19 13:29:36,806 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,810 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,813 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,815 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,816 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,817 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,821 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,825 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-19 13:29:36,828 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,830 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-19 13:29:36,833 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,834 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-19 13:29:36,836 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,840 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-19 13:29:36,844 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,845 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,847 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,849 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,850 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,852 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-19 13:29:36,854 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,858 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,861 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,863 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,864 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,867 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,868 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,870 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,875 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,877 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,879 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,881 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,882 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,885 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,887 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,889 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,894 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,896 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,898 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,900 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,903 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,906 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,912 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:29:36,914 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,917 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-19 13:29:36,920 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,927 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,929 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,932 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,934 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,938 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-19 13:29:36,943 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,946 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,949 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,951 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,955 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,960 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-19 13:29:36,964 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,965 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,968 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,971 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,976 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,979 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,982 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,986 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,993 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,997 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:36,999 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:37,001 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:37,005 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:37,011 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:37,014 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:37,017 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:37,020 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:37,028 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:37,030 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:37,032 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:37,036 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:29:37,039 - my_logger - INFO - Column ˮλ was last updated at 2024-11-18 +2024-11-19 13:29:37,044 - my_logger - INFO - Column ovx index was last updated at 2024-11-18 +2024-11-19 13:29:37,046 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-18 +2024-11-19 13:29:37,050 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-18 +2024-11-19 13:29:37,053 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-18 +2024-11-19 13:29:37,056 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-18 +2024-11-19 13:29:37,061 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 +2024-11-19 13:29:37,064 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-19 13:29:37,065 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-19 13:29:37,068 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-19 13:29:37,071 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-15 +2024-11-19 13:29:37,077 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-18 +2024-11-19 13:29:37,080 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-18 +2024-11-19 13:29:37,090 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-19 13:29:37,095 - my_logger - INFO - ɾԤǰ(2515, 504) +2024-11-19 13:29:37,098 - my_logger - INFO - ɾԤ(2515, 435) +2024-11-19 13:29:37,099 - my_logger - INFO - ϴԤϢ +2024-11-19 13:29:37,232 - my_logger - INFO - Ԥϴ... +2024-11-19 13:29:37,232 - my_logger - INFO - token:eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWIiOiJhcGlfdGVzdCIsInRoIjoiOGE0NTc3ZGJkOTE5Njc1NzU4ZDU3OTk5YTFlODkxZmUiLCJsdCI6ImFwaSIsImlzcyI6IiIsInRtIjoiUEMiLCJleHAiOjE3MzIwMzAxNzcsImp0aSI6ImQwNTk3NjFhYmRmMjQ2MTI5NmMyZjMyZmFhOGQ4Y2QzIn0.AxbBfzAGmhQog2GBlEyqz17-mQ0fggByYFyqp5Gc2sw +2024-11-19 13:29:37,233 - my_logger - INFO - warning_data:{'funcModule': 'ԭͣԤ', 'funcOperation': 'ԭͣԤ', 'data': {'WARNING_TYPE_NAME': 'ͣԤtest', 'WARNING_CONTENT': ' ͣ Ԥ ʱ \n 2218 2018-10-27 2018-10-24 1.0 ŷBrent211\n 1023 2022-02-03 2022-01-31 1.0 W-BԾԼ۲\n 1023 2022-02-03 2022-01-31 1.0 B-WԾԼ۲\n 734 2022-11-19 2022-11-16 1.0 Brent/ϰԭˮ\n 686 2023-01-06 2023-01-03 1.0 PVMDubaiEFS/SwapvsICEFirstMonthBrent\n 446 2023-09-03 2023-08-31 1.0 RBOBڻ2309·ݺԼ۸\n 293 2024-02-03 2024-01-31 1.0 ī87#ֻ۸\n 265 2024-03-02 2024-02-28 1.0 Ebob1Լ\n 223 2024-04-13 2024-04-10 1.0 йִ\n 91 2024-08-23 2024-08-20 1.0 Kpler-;ԭ\n 86 2023-04-15 2023-03-31 7.0 ԭͣʣܣ\n 68 2023-08-19 2023-08-04 7.0 ԭͣۿڿ棺йܣ\n 30 2024-05-13 2024-04-28 7.0 ж-ܶԭͺ˳\n 26 2024-06-08 2024-05-24 7.0 ԭͣɽۿڣ棺¿ھܣ\n 26 2024-06-08 2024-05-24 7.0 ԭͣɽۿڣ棺¿ھܣ/3\n 23 2024-06-29 2024-06-14 7.0 ::ͳͶʹ::ֵ\n 23 2024-06-29 2024-06-14 7.0 ::ͳͶʹ::ֵ\n 23 2024-06-29 2024-06-14 7.0 ::ͳͶʹ::ֵ\n 23 2024-06-29 2024-06-14 7.0 :ɽ:ͳͶʹ::ֵ\n 23 2024-06-29 2024-06-14 7.0 :īذ:ͳͶʹ::ֵ\n 23 2024-06-29 2024-06-14 7.0 :ͳͶʹ::ֵ\n 22 2023-10-09 2023-08-27 21.0 ж-Ҳܶԭͺ˳\n 20 2024-11-02 2024-10-30 1.0 EFSc202:30̼ͺ1\n 20 2024-11-02 2024-10-30 1.0 EFSc102:30̼ͺ1\n 20 2024-11-02 2024-10-30 1.0 Brentc202:30̼ͺ1\n 20 2024-11-02 2024-10-30 1.0 Brentc102:30̼ͺ1\n 19 2024-11-03 2024-10-31 1.0 Brentc2-c3(B)\n 19 2024-11-03 2024-10-31 1.0 WTIc2-c3(B)\n 18 2024-08-05 2024-07-21 7.0 ȫԭͿ棨޳\n 13 2024-09-09 2024-08-25 7.0 Kpler-ԭ;ڣܶȣ\n 8 2024-10-12 2024-09-27 7.0 īԭ\n 7 2024-10-19 2024-10-04 7.0 Ͳռ\n 7 2024-10-19 2024-10-04 7.0 Ͳռ\n 6 2024-11-16 2024-11-13 1.0 CFR/ԭͱȼ\n 6 2024-11-16 2024-11-13 1.0 SCȼ\n 6 2024-11-16 2024-11-13 1.0 ԭͣʣDESۣίգ\n 6 2024-11-16 2024-11-13 1.0 ԭֻۣͣɽգ\n 5 2024-11-17 2024-11-14 1.0 OMANԭͣʣԶֻDESۣɽգ\n 4 2024-11-18 2024-11-15 1.0 Midlandԭֻ۸\n 4 2024-11-18 2024-11-15 1.0 WTIԭCushing-C1\n 4 2024-11-18 2024-11-15 1.0 HO12ºԼѽ\n 4 2024-11-18 2024-11-15 1.0 HO12ºԼ\n 4 2024-11-18 2024-11-15 1.0 Suezmax-к\n 4 2024-11-18 2024-11-15 1.0 VLCC:ж-й\n 4 2024-11-18 2024-11-15 1.0 ICEBrentc14\n 4 2024-11-18 2024-11-15 1.0 HO12Լ\n 4 2024-11-18 2024-11-15 1.0 ŷ޲ֻ۸\n 4 2024-11-18 2024-11-15 1.0 DFL(ڲ-ڻC1\n 4 2024-11-18 2024-11-15 1.0 LLS-Brent۲\n 4 2024-11-18 2024-11-15 1.0 DFL(Dated-أ\n 4 2024-11-18 2024-11-15 1.0 lmcads03lmecomdty\n 4 2024-11-18 2024-11-15 1.0 MEHԭֻ۸壩\n 4 2024-11-18 2024-11-15 1.0 MARSԭֻ۸\n 4 2024-11-18 2024-11-15 1.0 ֻ۸\n 4 2024-11-18 2024-11-15 1.0 WTIԭֻ۸Cushing\n 4 2024-11-18 2024-11-15 1.0 MARSˮWTI\n 4 2024-11-18 2024-11-15 1.0 LLSԭֻ۸\n 3 2024-11-18 2024-11-03 7.0 -͸絺ܶԭͺ˳\n 3 2024-11-18 2024-11-03 7.0 Խܶԭͺ˽\n 3 2024-11-18 2024-11-03 7.0 Ϸܶԭͺ˽\n 3 2024-11-18 2024-11-03 7.0 ܶԭͺ˽\n 3 2024-11-18 2024-11-03 7.0 ܶԭͺ˳\n 3 2024-11-18 2024-11-03 7.0 ܶԭͺ˳\n 3 2024-11-18 2024-11-03 7.0 -ܶԭͺ˳\n 3 2024-11-18 2024-11-03 7.0 -յܶԭͺ˳\n 2 2024-11-20 2024-11-17 1.0 SCc1-SCc2(ҹ)ͺ1\n 1 None 0.0 OmanFOBM2\n 1 None 0.0 OmanFOBM3\n 1 None 0.0 OmanFOBM4', 'WARNING_DATE': '2024-11-19 13:29:37'}} +2024-11-19 13:29:37,631 - my_logger - INFO - ϴԤϢɹ +2024-11-19 13:29:37,633 - my_logger - INFO - ɾ²ǰ(2515, 435) +2024-11-19 13:29:38,108 - my_logger - INFO - ɾ²(2515, 434) +2024-11-19 13:29:38,111 - my_logger - INFO - ɾԤΪֵк(1779, 434) +2024-11-19 13:29:38,115 - my_logger - INFO - ɾȫΪֵк(1779, 363) +2024-11-19 13:29:42,563 - 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 13:29:42,581 - 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 13:29:42,583 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-19 13:29:44,195 - my_logger - INFO - ʼѵģ... +2024-11-19 13:29:44,214 - my_logger - INFO - Training set head: +2024-11-19 13:29:44,214 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ Ͳܶȣ ... is_month_end 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 66675.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2848 2018-01-03 37951.0 732.4702 205.1905 61698.0 66675.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2847 2018-01-04 37951.0 732.4702 205.1905 61698.0 66675.0 ... 0.0 0.0 0.0 0.0 0.0 1 +336 2018-01-05 37951.0 732.4702 205.1905 61698.0 66675.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2846 2018-01-08 37951.0 732.4702 205.1905 61698.0 66675.0 ... 0.0 0.0 0.0 0.0 0.0 1 + +[5 rows x 378 columns] +2024-11-19 13:29:44,541 - my_logger - INFO - +Testing set head: +2024-11-19 13:29:44,542 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ Ͳܶȣ ... is_month_end 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 69181.0 ... 0.0 0.0 0.0 0.0 0.0 1 +8788 2019-05-22 36227.0 732.4702 -174.6190 66003.0 69181.0 ... 0.0 0.0 0.0 0.0 0.0 1 +8787 2019-05-23 36227.0 732.4702 -174.6190 66003.0 69181.0 ... 0.0 0.0 0.0 0.0 0.0 1 +264 2019-05-24 38186.0 732.4702 -343.0476 65758.0 69041.0 ... 0.0 0.0 0.0 0.0 0.0 1 +8786 2019-05-27 38186.0 732.4702 -343.0476 65758.0 69041.0 ... 0.0 0.0 0.0 0.0 0.0 1 + +[5 rows x 378 columns] +2024-11-19 13:36:08,107 - my_logger - INFO - ȡݣdataset\ԭָ.xlsx +2024-11-19 13:36:08,107 - my_logger - INFO - getdataգdataset\ԭָ.xlsx date +2024-11-19 13:36:52,991 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:36:52,995 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:36:52,997 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:36:52,999 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:36:53,001 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:36:53,002 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-19 13:36:53,006 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 +2024-11-19 13:36:53,009 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-19 13:36:53,012 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-19 13:36:53,014 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 +2024-11-19 13:36:53,016 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 +2024-11-19 13:36:53,020 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 +2024-11-19 13:36:53,022 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-19 13:36:53,023 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-19 13:36:53,025 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-19 13:36:53,026 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-19 13:36:53,029 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-19 13:36:53,031 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-19 13:36:53,032 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 +2024-11-19 13:36:53,037 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 +2024-11-19 13:36:53,040 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-19 13:36:53,041 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-19 13:36:53,043 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 +2024-11-19 13:36:53,045 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-19 13:36:53,048 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 +2024-11-19 13:36:53,052 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 +2024-11-19 13:36:53,054 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 +2024-11-19 13:36:53,055 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 +2024-11-19 13:36:53,057 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 +2024-11-19 13:36:53,059 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-19 13:36:53,061 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-19 13:36:53,064 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-19 13:36:53,067 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-19 13:36:53,070 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-18 +2024-11-19 13:36:53,071 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-18 +2024-11-19 13:36:53,073 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-18 +2024-11-19 13:36:53,075 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-18 +2024-11-19 13:36:53,076 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-18 +2024-11-19 13:36:53,079 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-18 +2024-11-19 13:36:53,082 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-18 +2024-11-19 13:36:53,085 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-18 +2024-11-19 13:36:53,087 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-18 +2024-11-19 13:36:53,089 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-18 +2024-11-19 13:36:53,090 - my_logger - INFO - Column ͵һ was last updated at 2024-11-18 +2024-11-19 13:36:53,092 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-18 +2024-11-19 13:36:53,093 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-18 +2024-11-19 13:36:53,096 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-18 +2024-11-19 13:36:53,102 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-18 +2024-11-19 13:36:53,105 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-18 +2024-11-19 13:36:53,107 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-18 +2024-11-19 13:36:53,108 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-15 +2024-11-19 13:36:53,110 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-15 +2024-11-19 13:36:53,117 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-18 +2024-11-19 13:36:53,120 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-18 +2024-11-19 13:36:53,122 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-18 +2024-11-19 13:36:53,123 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-18 +2024-11-19 13:36:53,125 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-18 +2024-11-19 13:36:53,127 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-18 +2024-11-19 13:36:53,130 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-18 +2024-11-19 13:36:53,135 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-18 +2024-11-19 13:36:53,137 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-18 +2024-11-19 13:36:53,138 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-18 +2024-11-19 13:36:53,140 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-18 +2024-11-19 13:36:53,142 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-18 +2024-11-19 13:36:53,144 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-18 +2024-11-19 13:36:53,147 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-18 +2024-11-19 13:36:53,151 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-18 +2024-11-19 13:36:53,152 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-18 +2024-11-19 13:36:53,153 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-18 +2024-11-19 13:36:53,155 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-18 +2024-11-19 13:36:53,157 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-19 13:36:53,159 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-18 +2024-11-19 13:36:53,162 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-18 +2024-11-19 13:36:53,167 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-19 +2024-11-19 13:36:53,168 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-18 +2024-11-19 13:36:53,170 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-18 +2024-11-19 13:36:53,172 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-18 +2024-11-19 13:36:53,173 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-18 +2024-11-19 13:36:53,176 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-18 +2024-11-19 13:36:53,177 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-18 +2024-11-19 13:36:53,179 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-18 +2024-11-19 13:36:53,184 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-19 13:36:53,186 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 +2024-11-19 13:36:53,188 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-19 13:36:53,189 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-19 13:36:53,191 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-18 +2024-11-19 13:36:53,193 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-18 +2024-11-19 13:36:53,195 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-18 +2024-11-19 13:36:53,198 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-19 +2024-11-19 13:36:53,201 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-18 +2024-11-19 13:36:53,203 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-19 13:36:53,204 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-19 13:36:53,206 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 +2024-11-19 13:36:53,207 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-19 13:36:53,209 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-19 13:36:53,212 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-19 13:36:53,216 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 +2024-11-19 13:36:53,218 - my_logger - INFO - Column y was last updated at 2024-11-18 +2024-11-19 13:36:53,219 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-15 +2024-11-19 13:36:53,221 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-18 +2024-11-19 13:36:53,222 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-18 +2024-11-19 13:36:53,223 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-19 +2024-11-19 13:36:53,226 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-18 +2024-11-19 13:36:53,228 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-18 +2024-11-19 13:36:53,232 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-18 +2024-11-19 13:36:53,235 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-18 +2024-11-19 13:36:53,236 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-18 +2024-11-19 13:36:53,238 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-18 +2024-11-19 13:36:53,240 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-18 +2024-11-19 13:36:53,241 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-18 +2024-11-19 13:36:53,243 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-18 +2024-11-19 13:36:53,246 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-18 +2024-11-19 13:36:53,250 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-15 +2024-11-19 13:36:53,252 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-18 +2024-11-19 13:36:53,254 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-18 +2024-11-19 13:36:53,256 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-18 +2024-11-19 13:36:53,258 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-18 +2024-11-19 13:36:53,261 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-18 +2024-11-19 13:36:53,263 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-19 +2024-11-19 13:36:53,267 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-18 +2024-11-19 13:36:53,269 - my_logger - INFO - Column Brent* was last updated at 2024-11-18 +2024-11-19 13:36:53,271 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-18 +2024-11-19 13:36:53,272 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-18 +2024-11-19 13:36:53,274 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-18 +2024-11-19 13:36:53,276 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-18 +2024-11-19 13:36:53,280 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 +2024-11-19 13:36:53,284 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 +2024-11-19 13:36:53,287 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-18 +2024-11-19 13:36:53,288 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-18 +2024-11-19 13:36:53,290 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-18 +2024-11-19 13:36:53,292 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-18 +2024-11-19 13:36:53,294 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-18 +2024-11-19 13:36:53,296 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-19 13:36:53,300 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-19 13:36:53,303 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-19 13:36:53,306 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-18 +2024-11-19 13:36:53,308 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-19 13:36:53,310 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-18 +2024-11-19 13:36:53,312 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-18 +2024-11-19 13:36:53,316 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-18 +2024-11-19 13:36:53,318 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-18 +2024-11-19 13:36:53,320 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-18 +2024-11-19 13:36:53,321 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-18 +2024-11-19 13:36:53,323 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-18 +2024-11-19 13:36:53,325 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-18 +2024-11-19 13:36:53,327 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-18 +2024-11-19 13:36:53,328 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-19 13:36:53,333 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-19 13:36:53,336 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-18 +2024-11-19 13:36:53,338 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-18 +2024-11-19 13:36:53,339 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-18 +2024-11-19 13:36:53,341 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 +2024-11-19 13:36:53,347 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 +2024-11-19 13:36:53,353 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-19 13:36:53,355 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 +2024-11-19 13:36:53,356 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 +2024-11-19 13:36:53,358 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 +2024-11-19 13:36:53,359 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 +2024-11-19 13:36:53,361 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 +2024-11-19 13:36:53,363 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 +2024-11-19 13:36:53,367 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-19 13:36:53,368 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 +2024-11-19 13:36:53,370 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 +2024-11-19 13:36:53,372 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-19 13:36:53,373 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-19 13:36:53,375 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-19 13:36:53,376 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 +2024-11-19 13:36:53,378 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-19 13:36:53,381 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-19 13:36:53,383 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-19 13:36:53,385 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-19 13:36:53,386 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-19 13:36:53,387 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-19 13:36:53,389 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-19 13:36:53,391 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-19 13:36:53,392 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-19 13:36:53,394 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-19 13:36:53,398 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-19 13:36:53,400 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-19 13:36:53,402 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-19 13:36:53,403 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 +2024-11-19 13:36:53,405 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 +2024-11-19 13:36:53,408 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 +2024-11-19 13:36:53,410 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 +2024-11-19 13:36:53,412 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 +2024-11-19 13:36:53,415 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 +2024-11-19 13:36:53,418 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 +2024-11-19 13:36:53,419 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 +2024-11-19 13:36:53,422 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-19 13:36:53,423 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-19 13:36:53,425 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-19 13:36:53,426 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-19 13:36:53,428 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 +2024-11-19 13:36:53,432 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-19 13:36:53,433 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 +2024-11-19 13:36:53,436 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-18 +2024-11-19 13:36:53,438 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-18 +2024-11-19 13:36:53,439 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-18 +2024-11-19 13:36:53,441 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-18 +2024-11-19 13:36:53,443 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-18 +2024-11-19 13:36:53,446 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-18 +2024-11-19 13:36:53,449 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-19 13:36:53,452 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-19 13:36:53,453 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-18 +2024-11-19 13:36:53,458 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-18 +2024-11-19 13:36:53,461 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-18 +2024-11-19 13:36:53,467 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-18 +2024-11-19 13:36:53,470 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-18 +2024-11-19 13:36:53,472 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-18 +2024-11-19 13:36:53,474 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-18 +2024-11-19 13:36:53,476 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-18 +2024-11-19 13:36:53,477 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-18 +2024-11-19 13:36:53,480 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-18 +2024-11-19 13:36:53,483 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-18 +2024-11-19 13:36:53,485 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-18 +2024-11-19 13:36:53,486 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-18 +2024-11-19 13:36:53,488 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-18 +2024-11-19 13:36:53,489 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-18 +2024-11-19 13:36:53,491 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-18 +2024-11-19 13:36:53,492 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-18 +2024-11-19 13:36:53,494 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-18 +2024-11-19 13:36:53,497 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-18 +2024-11-19 13:36:53,501 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-18 +2024-11-19 13:36:53,502 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-18 +2024-11-19 13:36:53,504 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-18 +2024-11-19 13:36:53,505 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-15 +2024-11-19 13:36:53,507 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-18 +2024-11-19 13:36:53,508 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-18 +2024-11-19 13:36:53,510 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-18 +2024-11-19 13:36:53,512 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-18 +2024-11-19 13:36:53,516 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-18 +2024-11-19 13:36:53,518 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-15 +2024-11-19 13:36:53,521 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-18 +2024-11-19 13:36:53,522 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:36:53,523 - my_logger - INFO - Column DFL was last updated at 2024-11-18 +2024-11-19 13:36:53,525 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-18 +2024-11-19 13:36:53,527 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-19 +2024-11-19 13:36:53,528 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-18 +2024-11-19 13:36:53,533 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-18 +2024-11-19 13:36:53,535 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 +2024-11-19 13:36:53,537 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-18 +2024-11-19 13:36:53,539 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-18 +2024-11-19 13:36:53,540 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-18 +2024-11-19 13:36:53,542 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-18 +2024-11-19 13:36:53,543 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-18 +2024-11-19 13:36:53,546 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-18 +2024-11-19 13:36:53,550 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-18 +2024-11-19 13:36:53,552 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-19 +2024-11-19 13:36:53,554 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 +2024-11-19 13:36:53,556 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-19 +2024-11-19 13:36:53,557 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-19 +2024-11-19 13:36:53,559 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-15 +2024-11-19 13:36:53,562 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 +2024-11-19 13:36:53,564 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-18 +2024-11-19 13:36:53,568 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-19 +2024-11-19 13:36:53,569 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-19 +2024-11-19 13:36:53,571 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-18 +2024-11-19 13:36:53,574 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-19 +2024-11-19 13:36:53,576 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-18 +2024-11-19 13:36:53,581 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-15 +2024-11-19 13:36:53,585 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-15 +2024-11-19 13:36:53,588 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-15 +2024-11-19 13:36:53,590 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-15 +2024-11-19 13:36:53,593 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-18 +2024-11-19 13:36:53,596 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-15 +2024-11-19 13:36:53,600 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-19 13:36:53,601 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-15 +2024-11-19 13:36:53,603 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 +2024-11-19 13:36:53,605 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:36:53,607 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:36:53,609 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:36:53,610 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 +2024-11-19 13:36:53,612 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-18 +2024-11-19 13:36:53,616 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:36:53,618 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-19 +2024-11-19 13:36:53,620 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-18 +2024-11-19 13:36:53,621 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-18 +2024-11-19 13:36:53,623 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-18 +2024-11-19 13:36:53,625 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-18 +2024-11-19 13:36:53,627 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-18 +2024-11-19 13:36:53,629 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-19 13:36:53,633 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-18 +2024-11-19 13:36:53,635 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-18 +2024-11-19 13:36:53,636 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-18 +2024-11-19 13:36:53,638 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-18 +2024-11-19 13:36:53,639 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-18 +2024-11-19 13:36:53,642 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-18 +2024-11-19 13:36:53,644 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-18 +2024-11-19 13:36:53,648 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 +2024-11-19 13:36:53,651 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-11 +2024-11-19 13:36:53,653 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-18 +2024-11-19 13:36:53,653 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-15 +2024-11-19 13:36:53,657 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-18 +2024-11-19 13:36:53,659 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-18 +2024-11-19 13:36:53,660 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-18 +2024-11-19 13:36:53,662 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-18 +2024-11-19 13:36:53,666 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-18 +2024-11-19 13:36:53,669 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-18 +2024-11-19 13:36:53,671 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-18 +2024-11-19 13:36:53,672 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-18 +2024-11-19 13:36:53,673 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-18 +2024-11-19 13:36:53,675 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-18 +2024-11-19 13:36:53,678 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-18 +2024-11-19 13:36:53,682 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-18 +2024-11-19 13:36:53,684 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-18 +2024-11-19 13:36:53,685 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-18 +2024-11-19 13:36:53,687 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-18 +2024-11-19 13:36:53,689 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-18 +2024-11-19 13:36:53,691 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-19 +2024-11-19 13:36:53,692 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-19 +2024-11-19 13:36:53,695 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-19 +2024-11-19 13:36:53,699 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-19 +2024-11-19 13:36:53,702 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-18 +2024-11-19 13:36:53,703 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-18 +2024-11-19 13:36:53,705 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-18 +2024-11-19 13:36:53,707 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-18 +2024-11-19 13:36:53,709 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-18 +2024-11-19 13:36:53,710 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-18 +2024-11-19 13:36:53,712 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-18 +2024-11-19 13:36:53,716 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-18 +2024-11-19 13:36:53,719 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-17 +2024-11-19 13:36:53,721 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-18 +2024-11-19 13:36:53,723 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-18 +2024-11-19 13:36:53,725 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-18 +2024-11-19 13:36:53,725 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-18 +2024-11-19 13:36:53,728 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-18 +2024-11-19 13:36:53,732 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-18 +2024-11-19 13:36:53,734 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-18 +2024-11-19 13:36:53,736 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-18 +2024-11-19 13:36:53,737 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-18 +2024-11-19 13:36:53,740 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-18 +2024-11-19 13:36:53,741 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-18 +2024-11-19 13:36:53,743 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-19 13:36:53,745 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-19 13:36:53,749 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-19 13:36:53,752 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-19 13:36:53,753 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 +2024-11-19 13:36:53,755 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 +2024-11-19 13:36:53,756 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 +2024-11-19 13:36:53,759 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-19 13:36:53,760 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-19 13:36:53,763 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-19 13:36:53,767 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-19 13:36:53,769 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-19 13:36:53,770 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 +2024-11-19 13:36:53,772 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-19 13:36:53,774 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-19 13:36:53,775 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 +2024-11-19 13:36:53,777 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-19 13:36:53,780 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-19 13:36:53,784 - my_logger - INFO - Column ò was last updated at 2024-11-08 +2024-11-19 13:36:53,786 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 +2024-11-19 13:36:53,788 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-19 13:36:53,789 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-19 13:36:53,791 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-19 13:36:53,793 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-19 13:36:53,795 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-19 13:36:53,800 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-19 13:36:53,802 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-19 13:36:53,804 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-19 13:36:53,805 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-19 13:36:53,807 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-19 13:36:53,809 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-19 13:36:53,810 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-19 13:36:53,814 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-19 13:36:53,819 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-19 13:36:53,821 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-19 13:36:53,823 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-19 13:36:53,825 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-19 13:36:53,827 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-19 13:36:53,831 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-19 13:36:53,834 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-19 13:36:53,835 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-19 13:36:53,837 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-19 13:36:53,839 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-19 13:36:53,840 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-19 13:36:53,843 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-19 13:36:53,845 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 +2024-11-19 13:36:53,849 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-19 13:36:53,852 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 +2024-11-19 13:36:53,854 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-19 13:36:53,855 - my_logger - INFO - Column was last updated at 2024-11-08 +2024-11-19 13:36:53,856 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 +2024-11-19 13:36:53,859 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-19 13:36:53,860 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-19 13:36:53,862 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 +2024-11-19 13:36:53,866 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-19 13:36:53,869 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-19 13:36:53,870 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-19 13:36:53,871 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 +2024-11-19 13:36:53,874 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-19 13:36:53,875 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 +2024-11-19 13:36:53,877 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 +2024-11-19 13:36:53,879 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 +2024-11-19 13:36:53,883 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 +2024-11-19 13:36:53,885 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 +2024-11-19 13:36:53,887 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 +2024-11-19 13:36:53,889 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-15 +2024-11-19 13:36:53,890 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-15 +2024-11-19 13:36:53,892 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 +2024-11-19 13:36:53,893 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 +2024-11-19 13:36:53,896 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 +2024-11-19 13:36:53,901 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 +2024-11-19 13:36:53,902 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-19 13:36:53,905 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-19 13:36:53,906 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-19 13:36:53,908 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:53,909 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-19 13:36:53,912 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-19 13:36:53,915 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:53,951 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:53,965 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:53,988 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:53,991 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:53,995 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:53,998 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,001 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-19 13:36:54,018 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,023 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-19 13:36:54,026 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,030 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-19 13:36:54,034 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,035 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-19 13:36:54,037 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,039 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,040 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,043 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,046 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,051 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-19 13:36:54,054 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,056 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,058 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,059 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,062 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,066 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,067 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,069 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,070 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,072 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,074 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,075 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,077 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,079 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,083 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,085 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,086 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,087 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,089 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,091 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,092 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,095 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,098 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-19 13:36:54,102 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,103 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-19 13:36:54,105 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,106 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,109 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,110 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,112 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,115 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-19 13:36:54,117 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,119 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,122 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,123 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,125 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,127 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-19 13:36:54,129 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,133 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,134 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,136 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,138 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,139 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,141 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,142 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,144 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,146 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,150 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,152 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,155 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,157 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,159 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,162 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,167 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,171 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,173 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,175 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,176 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-19 13:36:54,178 - my_logger - INFO - Column ˮλ was last updated at 2024-11-18 +2024-11-19 13:36:54,183 - my_logger - INFO - Column ovx index was last updated at 2024-11-18 +2024-11-19 13:36:54,185 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-18 +2024-11-19 13:36:54,187 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-18 +2024-11-19 13:36:54,189 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-18 +2024-11-19 13:36:54,191 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-18 +2024-11-19 13:36:54,192 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 +2024-11-19 13:36:54,194 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-19 13:36:54,201 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-19 13:36:54,202 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-19 13:36:54,203 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-15 +2024-11-19 13:36:54,206 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-18 +2024-11-19 13:36:54,207 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-18 +2024-11-19 13:36:54,215 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-19 13:36:54,217 - my_logger - INFO - ɾԤǰ(2515, 504) +2024-11-19 13:36:54,221 - my_logger - INFO - ɾԤ(2515, 438) +2024-11-19 13:36:54,222 - my_logger - INFO - ϴԤϢ +2024-11-19 13:36:54,346 - my_logger - INFO - Ԥϴ... +2024-11-19 13:36:54,346 - my_logger - INFO - token:eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWIiOiJhcGlfdGVzdCIsInRoIjoiOGE0NTc3ZGJkOTE5Njc1NzU4ZDU3OTk5YTFlODkxZmUiLCJsdCI6ImFwaSIsImlzcyI6IiIsInRtIjoiUEMiLCJleHAiOjE3MzIwMzA2MTQsImp0aSI6IjUxNWJjMWE1MzE5MTQ2OTU4N2VkZDIzZTZjYzg1ZjBiIn0.l5oRzdXI93Jl0i2xDvWWrtwNJM-RzIb1EQazp6jlN20 +2024-11-19 13:36:54,347 - my_logger - INFO - warning_data:{'funcModule': 'ԭͣԤ', 'funcOperation': 'ԭͣԤ', 'data': {'WARNING_TYPE_NAME': 'ͣԤtest', 'WARNING_CONTENT': ' ͣ Ԥ ʱ \n 2218 2018-10-27 2018-10-24 1.0 ŷBrent211\n 1023 2022-02-03 2022-01-31 1.0 B-WԾԼ۲\n 1023 2022-02-03 2022-01-31 1.0 W-BԾԼ۲\n 734 2022-11-19 2022-11-16 1.0 Brent/ϰԭˮ\n 686 2023-01-06 2023-01-03 1.0 PVMDubaiEFS/SwapvsICEFirstMonthBrent\n 446 2023-09-03 2023-08-31 1.0 RBOBڻ2309·ݺԼ۸\n 293 2024-02-03 2024-01-31 1.0 ī87#ֻ۸\n 265 2024-03-02 2024-02-28 1.0 Ebob1Լ\n 223 2024-04-13 2024-04-10 1.0 йִ\n 91 2024-08-23 2024-08-20 1.0 Kpler-;ԭ\n 86 2023-04-15 2023-03-31 7.0 ԭͣʣܣ\n 68 2023-08-19 2023-08-04 7.0 ԭͣۿڿ棺йܣ\n 30 2024-05-13 2024-04-28 7.0 ж-ܶԭͺ˳\n 26 2024-06-08 2024-05-24 7.0 ԭͣɽۿڣ棺¿ھܣ\n 26 2024-06-08 2024-05-24 7.0 ԭͣɽۿڣ棺¿ھܣ/3\n 23 2024-06-29 2024-06-14 7.0 :ͳͶʹ::ֵ\n 23 2024-06-29 2024-06-14 7.0 ::ͳͶʹ::ֵ\n 23 2024-06-29 2024-06-14 7.0 ::ͳͶʹ::ֵ\n 23 2024-06-29 2024-06-14 7.0 ::ͳͶʹ::ֵ\n 23 2024-06-29 2024-06-14 7.0 :ɽ:ͳͶʹ::ֵ\n 23 2024-06-29 2024-06-14 7.0 :īذ:ͳͶʹ::ֵ\n 22 2023-10-09 2023-08-27 21.0 ж-Ҳܶԭͺ˳\n 20 2024-11-02 2024-10-30 1.0 EFSc102:30̼ͺ1\n 20 2024-11-02 2024-10-30 1.0 EFSc202:30̼ͺ1\n 20 2024-11-02 2024-10-30 1.0 Brentc102:30̼ͺ1\n 20 2024-11-02 2024-10-30 1.0 Brentc202:30̼ͺ1\n 19 2024-11-03 2024-10-31 1.0 WTIc2-c3(B)\n 19 2024-11-03 2024-10-31 1.0 Brentc2-c3(B)\n 18 2024-08-05 2024-07-21 7.0 ȫԭͿ棨޳\n 13 2024-09-09 2024-08-25 7.0 Kpler-ԭ;ڣܶȣ\n 8 2024-10-12 2024-09-27 7.0 īԭ\n 7 2024-10-19 2024-10-04 7.0 Ͳռ\n 7 2024-10-19 2024-10-04 7.0 Ͳռ\n 6 2024-11-16 2024-11-13 1.0 CFR/ԭͱȼ\n 6 2024-11-16 2024-11-13 1.0 ԭֻۣͣɽգ\n 6 2024-11-16 2024-11-13 1.0 SCȼ\n 6 2024-11-16 2024-11-13 1.0 ԭͣʣDESۣίգ\n 5 2024-11-17 2024-11-14 1.0 OMANԭͣʣԶֻDESۣɽգ\n 4 2024-11-18 2024-11-15 1.0 MARSˮWTI\n 4 2024-11-18 2024-11-15 1.0 VLCC:ж-й\n 4 2024-11-18 2024-11-15 1.0 Suezmax-к\n 4 2024-11-18 2024-11-15 1.0 MEHԭֻ۸壩\n 4 2024-11-18 2024-11-15 1.0 MARSԭֻ۸\n 4 2024-11-18 2024-11-15 1.0 LLS-Brent۲\n 4 2024-11-18 2024-11-15 1.0 HO12ºԼѽ\n 4 2024-11-18 2024-11-15 1.0 HO12ºԼ\n 4 2024-11-18 2024-11-15 1.0 LLSԭֻ۸\n 4 2024-11-18 2024-11-15 1.0 HO12Լ\n 4 2024-11-18 2024-11-15 1.0 DFL(Dated-أ\n 4 2024-11-18 2024-11-15 1.0 DFL(ڲ-ڻC1\n 4 2024-11-18 2024-11-15 1.0 ICEBrentc14\n 4 2024-11-18 2024-11-15 1.0 WTIԭCushing-C1\n 4 2024-11-18 2024-11-15 1.0 ֻ۸\n 4 2024-11-18 2024-11-15 1.0 Midlandԭֻ۸\n 4 2024-11-18 2024-11-15 1.0 ŷ޲ֻ۸\n 4 2024-11-18 2024-11-15 1.0 WTIԭֻ۸Cushing\n 4 2024-11-18 2024-11-15 1.0 lmcads03lmecomdty\n 3 2024-11-18 2024-11-03 7.0 -յܶԭͺ˳\n 3 2024-11-18 2024-11-03 7.0 ܶԭͺ˳\n 3 2024-11-18 2024-11-03 7.0 -ܶԭͺ˳\n 3 2024-11-18 2024-11-03 7.0 ܶԭͺ˳\n 3 2024-11-18 2024-11-03 7.0 -͸絺ܶԭͺ˳\n 3 2024-11-18 2024-11-03 7.0 ܶԭͺ˽\n 3 2024-11-18 2024-11-03 7.0 Ϸܶԭͺ˽\n 3 2024-11-18 2024-11-03 7.0 Խܶԭͺ˽\n 2 2024-11-20 2024-11-17 1.0 SCc1-SCc2(ҹ)ͺ1', 'WARNING_DATE': '2024-11-19 13:36:54'}} +2024-11-19 13:36:54,877 - my_logger - INFO - ϴԤϢɹ +2024-11-19 13:36:54,879 - my_logger - INFO - ɾ²ǰ(2515, 438) +2024-11-19 13:36:55,365 - my_logger - INFO - ɾ²(2515, 434) +2024-11-19 13:36:55,369 - my_logger - INFO - ɾԤΪֵк(1779, 434) +2024-11-19 13:36:55,374 - my_logger - INFO - ɾȫΪֵк(1779, 363) +2024-11-19 13:36:59,136 - 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 13:36:59,151 - 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 13:36:59,152 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-19 13:37:00,256 - 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 13:37:00,260 - my_logger - INFO - ʼѵģ... +2024-11-19 13:37:00,272 - my_logger - INFO - Training set head: +2024-11-19 13:37:00,272 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ Ͳܶȣ ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id +2513 2018-01-02 37951.0 732.4702 205.1905 61698.0 66675.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2512 2018-01-03 37951.0 732.4702 205.1905 61698.0 66675.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2511 2018-01-04 37951.0 732.4702 205.1905 61698.0 66675.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2510 2018-01-05 37951.0 732.4702 205.1905 61698.0 66675.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2507 2018-01-08 37951.0 732.4702 205.1905 61698.0 66675.0 ... 0.0 0.0 0.0 0.0 0.0 1 + +[5 rows x 378 columns] +2024-11-19 13:37:00,536 - my_logger - INFO - +Testing set head: +2024-11-19 13:37:00,537 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ Ͳܶȣ ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id +2009 2019-05-21 36227.0 732.4702 -174.6190 66003.0 69181.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2008 2019-05-22 36227.0 732.4702 -174.6190 66003.0 69181.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2007 2019-05-23 36227.0 732.4702 -174.6190 66003.0 69181.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2006 2019-05-24 38186.0 732.4702 -343.0476 65758.0 69041.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2003 2019-05-27 38186.0 732.4702 -343.0476 65758.0 69041.0 ... 0.0 0.0 0.0 0.0 0.0 1 + +[5 rows x 378 columns] +2024-11-19 16:14:33,948 - my_logger - INFO - etaȡ... +2024-11-19 16:14:33,948 - my_logger - INFO - etaȡ... +2024-11-19 16:15:52,753 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx +2024-11-19 16:15:52,753 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx +2024-11-19 16:15:52,754 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date +2024-11-19 16:15:52,754 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date +2024-11-19 16:16:23,304 - my_logger - INFO - ɾ²ǰ(2515, 354) +2024-11-19 16:16:23,304 - my_logger - INFO - ɾ²ǰ(2515, 354) +2024-11-19 16:16:23,891 - my_logger - INFO - ɾ²(2515, 315) +2024-11-19 16:16:23,891 - my_logger - INFO - ɾ²(2515, 315) +2024-11-19 16:16:23,894 - my_logger - INFO - ɾԤΪֵк(771, 315) +2024-11-19 16:16:23,894 - my_logger - INFO - ɾԤΪֵк(771, 315) +2024-11-19 16:16:23,898 - my_logger - INFO - ɾȫΪֵк(771, 315) +2024-11-19 16:16:23,898 - my_logger - INFO - ɾȫΪֵк(771, 315) +2024-11-19 16:16:26,574 - my_logger - INFO - ն(219) ܶ(94) 168(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 16:16:26,574 - my_logger - INFO - ն(219) ܶ(94) 168(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 16:16:26,608 - my_logger - INFO - Ϣܹ312,ն(219),ܶ(94),168(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-19 16:16:26,608 - my_logger - INFO - Ϣܹ312,ն(219),ܶ(94),168(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-19 16:16:26,611 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-19 16:16:26,611 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-19 16:16:27,683 - 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 16:16:27,683 - 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 16:16:27,687 - my_logger - INFO - ʼѵģ... +2024-11-19 16:16:27,687 - my_logger - INFO - ʼѵģ... +2024-11-19 16:16:27,687 - my_logger - INFO - ģѵ +2024-11-19 16:16:27,687 - my_logger - INFO - ģѵ +2024-11-19 16:16:27,688 - my_logger - INFO - ѵݻͼing +2024-11-19 16:16:27,688 - my_logger - INFO - ѵݻͼing +2024-11-19 16:16:29,005 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', NHITS = '7359.205', Informer = '7325.434', LSTM = '7374.6274', iTransformer = '7342.029', TSMixer = '7352.7837', TSMixerx = '7343.613', PatchTST = '7342.73', RNN = '7372.2515', GRU = '7381.781', TCN = '7449.0703', BiTCN = '7317.2397', DilatedRNN = '7350.607', MLP = '7326.661', DLinear = '7375.8584', NLinear = '7335.603', TFT = '7364.06', StemGNN = '7345.604', MLPMultivariate = '7354.3696', TiDE = '7365.8433', DeepNPTS = '7367.143' WHERE ds = '2024-11-19 00:00:00' +2024-11-19 16:16:29,005 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', NHITS = '7359.205', Informer = '7325.434', LSTM = '7374.6274', iTransformer = '7342.029', TSMixer = '7352.7837', TSMixerx = '7343.613', PatchTST = '7342.73', RNN = '7372.2515', GRU = '7381.781', TCN = '7449.0703', BiTCN = '7317.2397', DilatedRNN = '7350.607', MLP = '7326.661', DLinear = '7375.8584', NLinear = '7335.603', TFT = '7364.06', StemGNN = '7345.604', MLPMultivariate = '7354.3696', TiDE = '7365.8433', DeepNPTS = '7367.143' WHERE ds = '2024-11-19 00:00:00' +2024-11-19 16:16:30,766 - my_logger - INFO - ѵݻͼend +2024-11-19 16:16:30,766 - my_logger - INFO - ѵݻͼend +2024-11-19 16:16:30,767 - my_logger - INFO - ing +2024-11-19 16:16:30,767 - my_logger - INFO - ing +2024-11-19 16:16:30,919 - my_logger - INFO - ʼƼ۲ֱָͼ +2024-11-19 16:16:30,919 - my_logger - INFO - ʼƼ۲ֱָͼ +2024-11-19 16:16:33,209 - my_logger - INFO - ۲ָܺΪ11.045084254496823 +2024-11-19 16:16:33,209 - my_logger - INFO - ۲ָܺΪ11.045084254496823 +2024-11-19 16:16:33,211 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-19 16:16:33,211 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-19 16:16:35,408 - my_logger - INFO - ۸ָܺΪ91.9826336555467 +2024-11-19 16:16:35,408 - my_logger - INFO - ۸ָܺΪ91.9826336555467 +2024-11-19 16:16:35,409 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-19 16:16:35,409 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-19 16:16:37,991 - my_logger - INFO - ӦָܺΪ19.676577761750373 +2024-11-19 16:16:37,991 - my_logger - INFO - ӦָܺΪ19.676577761750373 +2024-11-19 16:16:37,993 - my_logger - INFO - ʼֱָͼ +2024-11-19 16:16:37,993 - my_logger - INFO - ʼֱָͼ +2024-11-19 16:16:40,012 - my_logger - INFO - ָܺΪ12.061155519572203 +2024-11-19 16:16:40,012 - my_logger - INFO - ָܺΪ12.061155519572203 +2024-11-19 16:16:40,014 - my_logger - INFO - ʼƿֱָͼ +2024-11-19 16:16:40,014 - my_logger - INFO - ʼƿֱָͼ +2024-11-19 16:16:42,085 - my_logger - INFO - ָܺΪ11.265124823866078 +2024-11-19 16:16:42,085 - my_logger - INFO - ָܺΪ11.265124823866078 +2024-11-19 16:16:42,087 - my_logger - INFO - ʼƽֱָͼ +2024-11-19 16:16:42,087 - my_logger - INFO - ʼƽֱָͼ +2024-11-19 16:16:42,626 - my_logger - INFO - ָܺΪ1.621285695326623 +2024-11-19 16:16:42,626 - my_logger - INFO - ָܺΪ1.621285695326623 +2024-11-19 16:16:42,627 - my_logger - INFO - ʼֱָͼ +2024-11-19 16:16:42,627 - my_logger - INFO - ʼֱָͼ +2024-11-19 16:16:44,661 - my_logger - INFO - ָܺΪ6.76636659497056 +2024-11-19 16:16:44,661 - my_logger - INFO - ָܺΪ6.76636659497056 +2024-11-19 16:16:44,663 - my_logger - INFO - ʼܺ͵ͼ +2024-11-19 16:16:44,663 - my_logger - INFO - ʼܺ͵ͼ +2024-11-19 16:16:44,988 - my_logger - INFO - ܺ͵ͼ +2024-11-19 16:16:44,988 - my_logger - INFO - ܺ͵ͼ +2024-11-19 16:16:48,434 - my_logger - INFO - end +2024-11-19 16:16:48,434 - my_logger - INFO - end +2024-11-19 16:16:48,435 - my_logger - INFO - ģѵ +2024-11-19 16:16:48,435 - my_logger - INFO - ģѵ +2024-11-19 16:27:46,496 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx +2024-11-19 16:27:46,496 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx +2024-11-19 16:27:46,497 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date +2024-11-19 16:27:46,497 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date +2024-11-19 16:29:08,350 - my_logger - INFO - ɾ²ǰ(2515, 354) +2024-11-19 16:29:08,350 - my_logger - INFO - ɾ²ǰ(2515, 354) +2024-11-19 16:29:09,230 - my_logger - INFO - ɾ²(2515, 315) +2024-11-19 16:29:09,230 - my_logger - INFO - ɾ²(2515, 315) +2024-11-19 16:29:09,235 - my_logger - INFO - ɾԤΪֵк(771, 315) +2024-11-19 16:29:09,235 - my_logger - INFO - ɾԤΪֵк(771, 315) +2024-11-19 16:29:09,239 - my_logger - INFO - ɾȫΪֵк(771, 315) +2024-11-19 16:29:09,239 - my_logger - INFO - ɾȫΪֵк(771, 315) +2024-11-19 16:29:14,418 - my_logger - INFO - ն(219) ܶ(94) 21(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 16:29:14,418 - my_logger - INFO - ն(219) ܶ(94) 21(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 16:29:14,487 - my_logger - INFO - Ϣܹ312,ն(219),ܶ(94),21(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-19 16:29:14,487 - my_logger - INFO - Ϣܹ312,ն(219),ܶ(94),21(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-19 16:29:14,489 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-19 16:29:14,489 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-19 16:29:15,407 - 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 16:29:15,407 - 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 16:29:15,410 - my_logger - INFO - ʼѵģ... +2024-11-19 16:29:15,410 - my_logger - INFO - ʼѵģ... +2024-11-19 16:29:15,412 - my_logger - INFO - ģѵ +2024-11-19 16:29:15,412 - my_logger - INFO - ģѵ +2024-11-19 16:29:15,413 - my_logger - INFO - ѵݻͼing +2024-11-19 16:29:15,413 - my_logger - INFO - ѵݻͼing +2024-11-19 16:29:18,036 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', NHITS = '7359.205', Informer = '7325.434', LSTM = '7374.6274', iTransformer = '7342.029', TSMixer = '7352.7837', TSMixerx = '7343.613', PatchTST = '7342.73', RNN = '7372.2515', GRU = '7381.781', TCN = '7449.0703', BiTCN = '7317.2397', DilatedRNN = '7350.607', MLP = '7326.661', DLinear = '7375.8584', NLinear = '7335.603', TFT = '7364.06', StemGNN = '7345.604', MLPMultivariate = '7354.3696', TiDE = '7365.8433', DeepNPTS = '7367.143' WHERE ds = '2024-11-19 00:00:00' +2024-11-19 16:29:18,036 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', NHITS = '7359.205', Informer = '7325.434', LSTM = '7374.6274', iTransformer = '7342.029', TSMixer = '7352.7837', TSMixerx = '7343.613', PatchTST = '7342.73', RNN = '7372.2515', GRU = '7381.781', TCN = '7449.0703', BiTCN = '7317.2397', DilatedRNN = '7350.607', MLP = '7326.661', DLinear = '7375.8584', NLinear = '7335.603', TFT = '7364.06', StemGNN = '7345.604', MLPMultivariate = '7354.3696', TiDE = '7365.8433', DeepNPTS = '7367.143' WHERE ds = '2024-11-19 00:00:00' +2024-11-19 16:29:21,429 - my_logger - INFO - ѵݻͼend +2024-11-19 16:29:21,429 - my_logger - INFO - ѵݻͼend +2024-11-19 16:29:21,429 - my_logger - INFO - ing +2024-11-19 16:29:21,429 - my_logger - INFO - ing +2024-11-19 16:29:21,639 - my_logger - INFO - ʼƼ۲ֱָͼ +2024-11-19 16:29:21,639 - my_logger - INFO - ʼƼ۲ֱָͼ +2024-11-19 16:29:25,628 - my_logger - INFO - ۲ָܺΪ11.045084254496823 +2024-11-19 16:29:25,628 - my_logger - INFO - ۲ָܺΪ11.045084254496823 +2024-11-19 16:29:25,631 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-19 16:29:25,631 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-19 16:29:29,962 - my_logger - INFO - ۸ָܺΪ91.9826336555467 +2024-11-19 16:29:29,962 - my_logger - INFO - ۸ָܺΪ91.9826336555467 +2024-11-19 16:29:29,964 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-19 16:29:29,964 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-19 16:29:34,145 - my_logger - INFO - ӦָܺΪ19.676577761750373 +2024-11-19 16:29:34,145 - my_logger - INFO - ӦָܺΪ19.676577761750373 +2024-11-19 16:29:34,147 - my_logger - INFO - ʼֱָͼ +2024-11-19 16:29:34,147 - my_logger - INFO - ʼֱָͼ +2024-11-19 16:29:38,835 - my_logger - INFO - ָܺΪ12.061155519572203 +2024-11-19 16:29:38,835 - my_logger - INFO - ָܺΪ12.061155519572203 +2024-11-19 16:29:38,838 - my_logger - INFO - ʼƿֱָͼ +2024-11-19 16:29:38,838 - my_logger - INFO - ʼƿֱָͼ +2024-11-19 16:29:42,982 - my_logger - INFO - ָܺΪ11.265124823866078 +2024-11-19 16:29:42,982 - my_logger - INFO - ָܺΪ11.265124823866078 +2024-11-19 16:29:42,985 - my_logger - INFO - ʼƽֱָͼ +2024-11-19 16:29:42,985 - my_logger - INFO - ʼƽֱָͼ +2024-11-19 16:29:44,017 - my_logger - INFO - ָܺΪ1.621285695326623 +2024-11-19 16:29:44,017 - my_logger - INFO - ָܺΪ1.621285695326623 +2024-11-19 16:29:44,019 - my_logger - INFO - ʼֱָͼ +2024-11-19 16:29:44,019 - my_logger - INFO - ʼֱָͼ +2024-11-19 16:29:46,905 - my_logger - INFO - ָܺΪ6.76636659497056 +2024-11-19 16:29:46,905 - my_logger - INFO - ָܺΪ6.76636659497056 +2024-11-19 16:29:46,907 - my_logger - INFO - ʼܺ͵ͼ +2024-11-19 16:29:46,907 - my_logger - INFO - ʼܺ͵ͼ +2024-11-19 16:29:47,554 - my_logger - INFO - ܺ͵ͼ +2024-11-19 16:29:47,554 - my_logger - INFO - ܺ͵ͼ +2024-11-19 16:29:53,347 - my_logger - INFO - end +2024-11-19 16:29:53,347 - my_logger - INFO - end +2024-11-19 16:29:53,348 - my_logger - INFO - ģѵ +2024-11-19 16:29:53,348 - my_logger - INFO - ģѵ +2024-11-19 16:30:59,746 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx +2024-11-19 16:30:59,746 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx +2024-11-19 16:30:59,748 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date +2024-11-19 16:30:59,748 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date +2024-11-19 16:32:28,484 - my_logger - INFO - ɾ²ǰ(2515, 354) +2024-11-19 16:32:28,484 - my_logger - INFO - ɾ²ǰ(2515, 354) +2024-11-19 16:32:29,550 - my_logger - INFO - ɾ²(2515, 315) +2024-11-19 16:32:29,550 - my_logger - INFO - ɾ²(2515, 315) +2024-11-19 16:32:29,554 - my_logger - INFO - ɾԤΪֵк(771, 315) +2024-11-19 16:32:29,554 - my_logger - INFO - ɾԤΪֵк(771, 315) +2024-11-19 16:32:29,561 - my_logger - INFO - ɾȫΪֵк(771, 315) +2024-11-19 16:32:29,561 - my_logger - INFO - ɾȫΪֵк(771, 315) +2024-11-19 16:32:34,950 - my_logger - INFO - ն(219) ܶ(94) 168(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 16:32:34,950 - my_logger - INFO - ն(219) ܶ(94) 168(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 16:32:35,025 - my_logger - INFO - Ϣܹ312,ն(219),ܶ(94),168(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-19 16:32:35,025 - my_logger - INFO - Ϣܹ312,ն(219),ܶ(94),168(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-19 16:32:35,028 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-19 16:32:35,028 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-19 16:32:36,083 - 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 16:32:36,083 - 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 16:32:36,086 - my_logger - INFO - ʼѵģ... +2024-11-19 16:32:36,086 - my_logger - INFO - ʼѵģ... +2024-11-19 16:32:36,088 - my_logger - INFO - ģѵ +2024-11-19 16:32:36,088 - my_logger - INFO - ģѵ +2024-11-19 16:32:36,089 - my_logger - INFO - ѵݻͼing +2024-11-19 16:32:36,089 - my_logger - INFO - ѵݻͼing +2024-11-19 16:32:38,710 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', NHITS = '7359.205', Informer = '7325.434', LSTM = '7374.6274', iTransformer = '7342.029', TSMixer = '7352.7837', TSMixerx = '7343.613', PatchTST = '7342.73', RNN = '7372.2515', GRU = '7381.781', TCN = '7449.0703', BiTCN = '7317.2397', DilatedRNN = '7350.607', MLP = '7326.661', DLinear = '7375.8584', NLinear = '7335.603', TFT = '7364.06', StemGNN = '7345.604', MLPMultivariate = '7354.3696', TiDE = '7365.8433', DeepNPTS = '7367.143' WHERE ds = '2024-11-19 00:00:00' +2024-11-19 16:32:38,710 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', NHITS = '7359.205', Informer = '7325.434', LSTM = '7374.6274', iTransformer = '7342.029', TSMixer = '7352.7837', TSMixerx = '7343.613', PatchTST = '7342.73', RNN = '7372.2515', GRU = '7381.781', TCN = '7449.0703', BiTCN = '7317.2397', DilatedRNN = '7350.607', MLP = '7326.661', DLinear = '7375.8584', NLinear = '7335.603', TFT = '7364.06', StemGNN = '7345.604', MLPMultivariate = '7354.3696', TiDE = '7365.8433', DeepNPTS = '7367.143' WHERE ds = '2024-11-19 00:00:00' +2024-11-19 16:32:42,254 - my_logger - INFO - ѵݻͼend +2024-11-19 16:32:42,254 - my_logger - INFO - ѵݻͼend +2024-11-19 16:32:42,255 - my_logger - INFO - ing +2024-11-19 16:32:42,255 - my_logger - INFO - ing +2024-11-19 16:32:42,468 - my_logger - INFO - ʼƼ۲ֱָͼ +2024-11-19 16:32:42,468 - my_logger - INFO - ʼƼ۲ֱָͼ +2024-11-19 16:32:46,566 - my_logger - INFO - ۲ָܺΪ11.045084254496823 +2024-11-19 16:32:46,566 - my_logger - INFO - ۲ָܺΪ11.045084254496823 +2024-11-19 16:32:46,573 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-19 16:32:46,573 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-19 16:32:51,307 - my_logger - INFO - ۸ָܺΪ91.9826336555467 +2024-11-19 16:32:51,307 - my_logger - INFO - ۸ָܺΪ91.9826336555467 +2024-11-19 16:32:51,309 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-19 16:32:51,309 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-19 16:32:55,792 - my_logger - INFO - ӦָܺΪ19.676577761750373 +2024-11-19 16:32:55,792 - my_logger - INFO - ӦָܺΪ19.676577761750373 +2024-11-19 16:32:55,795 - my_logger - INFO - ʼֱָͼ +2024-11-19 16:32:55,795 - my_logger - INFO - ʼֱָͼ +2024-11-19 16:33:01,050 - my_logger - INFO - ָܺΪ12.061155519572203 +2024-11-19 16:33:01,050 - my_logger - INFO - ָܺΪ12.061155519572203 +2024-11-19 16:33:01,053 - my_logger - INFO - ʼƿֱָͼ +2024-11-19 16:33:01,053 - my_logger - INFO - ʼƿֱָͼ +2024-11-19 16:33:05,628 - my_logger - INFO - ָܺΪ11.265124823866078 +2024-11-19 16:33:05,628 - my_logger - INFO - ָܺΪ11.265124823866078 +2024-11-19 16:33:05,630 - my_logger - INFO - ʼƽֱָͼ +2024-11-19 16:33:05,630 - my_logger - INFO - ʼƽֱָͼ +2024-11-19 16:33:06,716 - my_logger - INFO - ָܺΪ1.621285695326623 +2024-11-19 16:33:06,716 - my_logger - INFO - ָܺΪ1.621285695326623 +2024-11-19 16:33:06,719 - my_logger - INFO - ʼֱָͼ +2024-11-19 16:33:06,719 - my_logger - INFO - ʼֱָͼ +2024-11-19 16:33:10,018 - my_logger - INFO - ָܺΪ6.76636659497056 +2024-11-19 16:33:10,018 - my_logger - INFO - ָܺΪ6.76636659497056 +2024-11-19 16:33:10,020 - my_logger - INFO - ʼܺ͵ͼ +2024-11-19 16:33:10,020 - my_logger - INFO - ʼܺ͵ͼ +2024-11-19 16:33:10,820 - my_logger - INFO - ܺ͵ͼ +2024-11-19 16:33:10,820 - my_logger - INFO - ܺ͵ͼ +2024-11-19 16:33:16,716 - my_logger - INFO - end +2024-11-19 16:33:16,716 - my_logger - INFO - end +2024-11-19 16:33:16,717 - my_logger - INFO - ģѵ +2024-11-19 16:33:16,717 - my_logger - INFO - ģѵ +2024-11-19 16:34:37,006 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx +2024-11-19 16:34:37,006 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx +2024-11-19 16:34:37,008 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date +2024-11-19 16:34:37,008 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date +2024-11-19 16:36:06,729 - my_logger - INFO - ɾ²ǰ(2515, 354) +2024-11-19 16:36:06,729 - my_logger - INFO - ɾ²ǰ(2515, 354) +2024-11-19 16:36:07,586 - my_logger - INFO - ɾ²(2515, 315) +2024-11-19 16:36:07,586 - my_logger - INFO - ɾ²(2515, 315) +2024-11-19 16:36:07,590 - my_logger - INFO - ɾԤΪֵк(771, 315) +2024-11-19 16:36:07,590 - my_logger - INFO - ɾԤΪֵк(771, 315) +2024-11-19 16:36:07,595 - my_logger - INFO - ɾȫΪֵк(771, 315) +2024-11-19 16:36:07,595 - my_logger - INFO - ɾȫΪֵк(771, 315) +2024-11-19 16:36:12,947 - 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 16:36:12,947 - 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 16:36:13,038 - 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 16:36:13,038 - 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 16:36:13,040 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-19 16:36:13,040 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-19 16:36:13,954 - 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 16:36:13,954 - 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 16:37:37,765 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx +2024-11-19 16:37:37,765 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx +2024-11-19 16:37:37,768 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date +2024-11-19 16:37:37,768 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date +2024-11-19 16:39:09,361 - my_logger - INFO - ɾ²ǰ(2515, 354) +2024-11-19 16:39:09,361 - my_logger - INFO - ɾ²ǰ(2515, 354) +2024-11-19 16:39:10,276 - my_logger - INFO - ɾ²(2515, 315) +2024-11-19 16:39:10,276 - my_logger - INFO - ɾ²(2515, 315) +2024-11-19 16:39:10,281 - my_logger - INFO - ɾԤΪֵк(771, 315) +2024-11-19 16:39:10,281 - my_logger - INFO - ɾԤΪֵк(771, 315) +2024-11-19 16:39:10,286 - my_logger - INFO - ɾȫΪֵк(771, 315) +2024-11-19 16:39:10,286 - my_logger - INFO - ɾȫΪֵк(771, 315) +2024-11-19 16:39:15,685 - 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] +2024-11-19 16:39:15,685 - 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] +2024-11-19 16:39:15,759 - 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 + +2024-11-19 16:39:15,759 - 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 + +2024-11-19 16:39:15,761 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-19 16:39:15,761 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-19 16:39:16,797 - 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 16:39:16,797 - 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 16:39:49,539 - my_logger - INFO - һԤģ +2024-11-19 16:39:49,539 - my_logger - INFO - һԤģ +2024-11-19 16:48:21,787 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx +2024-11-19 16:48:21,787 - my_logger - INFO - ȡݣjuxitingdataset\PPָ.xlsx +2024-11-19 16:48:21,789 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date +2024-11-19 16:48:21,789 - my_logger - INFO - getdataգjuxitingdataset\PPָ.xlsx date +2024-11-19 16:48:57,297 - my_logger - INFO - ɾ²ǰ(2515, 354) +2024-11-19 16:48:57,297 - my_logger - INFO - ɾ²ǰ(2515, 354) +2024-11-19 16:48:57,759 - my_logger - INFO - ɾ²(2515, 315) +2024-11-19 16:48:57,759 - my_logger - INFO - ɾ²(2515, 315) +2024-11-19 16:48:57,764 - my_logger - INFO - ɾԤΪֵк(771, 315) +2024-11-19 16:48:57,764 - my_logger - INFO - ɾԤΪֵк(771, 315) +2024-11-19 16:48:57,767 - my_logger - INFO - ɾȫΪֵк(771, 315) +2024-11-19 16:48:57,767 - my_logger - INFO - ɾȫΪֵк(771, 315) +2024-11-19 16:48:59,738 - my_logger - INFO - ն(219) ܶ(94) 21(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 16:48:59,738 - my_logger - INFO - ն(219) ܶ(94) 21(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 16:48:59,751 - my_logger - INFO - Ϣܹ312,ն(219),ܶ(94),21(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-19 16:48:59,751 - my_logger - INFO - Ϣܹ312,ն(219),ܶ(94),21(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-19 16:48:59,755 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-19 16:48:59,755 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-19 16:49:12,428 - 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 16:49:12,428 - 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 16:49:51,530 - my_logger - INFO - һԤģ +2024-11-19 16:49:51,530 - my_logger - INFO - һԤģ +2024-11-19 16:50:44,447 - my_logger - INFO - һԤģ +2024-11-19 16:50:44,447 - my_logger - INFO - һԤģ +2024-11-19 16:52:59,904 - my_logger - INFO - һԤģ +2024-11-19 16:52:59,904 - my_logger - INFO - һԤģ +2024-11-19 16:54:22,267 - my_logger - INFO - һԤģ +2024-11-19 16:54:22,267 - my_logger - INFO - һԤģ +2024-11-19 16:54:22,300 - my_logger - INFO - 20Ԥв͵ģƣNHITS +2024-11-19 16:54:22,300 - my_logger - INFO - 20Ԥв͵ģƣNHITS +2024-11-19 17:08:22,549 - my_logger - INFO - ʼѵģ... +2024-11-19 17:08:22,549 - my_logger - INFO - ʼѵģ... +2024-11-19 17:08:27,380 - my_logger - INFO - ģѵ +2024-11-19 17:08:27,380 - my_logger - INFO - ģѵ +2024-11-19 17:08:27,384 - my_logger - INFO - ѵݻͼing +2024-11-19 17:08:27,384 - my_logger - INFO - ѵݻͼing +2024-11-19 17:08:28,454 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', NHITS = '7359.205', Informer = '7325.434', LSTM = '7374.6274', iTransformer = '7342.029', TSMixer = '7352.7837', TSMixerx = '7343.613', PatchTST = '7342.73', RNN = '7372.2515', GRU = '7381.781', TCN = '7449.0703', BiTCN = '7317.2397', DilatedRNN = '7350.607', MLP = '7326.661', DLinear = '7375.8584', NLinear = '7335.603', TFT = '7364.06', StemGNN = '7345.604', MLPMultivariate = '7354.3696', TiDE = '7365.8433', DeepNPTS = '7367.143' WHERE ds = '2024-11-19 00:00:00' +2024-11-19 17:08:28,454 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', NHITS = '7359.205', Informer = '7325.434', LSTM = '7374.6274', iTransformer = '7342.029', TSMixer = '7352.7837', TSMixerx = '7343.613', PatchTST = '7342.73', RNN = '7372.2515', GRU = '7381.781', TCN = '7449.0703', BiTCN = '7317.2397', DilatedRNN = '7350.607', MLP = '7326.661', DLinear = '7375.8584', NLinear = '7335.603', TFT = '7364.06', StemGNN = '7345.604', MLPMultivariate = '7354.3696', TiDE = '7365.8433', DeepNPTS = '7367.143' WHERE ds = '2024-11-19 00:00:00' +2024-11-19 17:08:30,651 - my_logger - INFO - ѵݻͼend +2024-11-19 17:08:30,651 - my_logger - INFO - ѵݻͼend +2024-11-19 17:08:38,711 - my_logger - INFO - ing +2024-11-19 17:08:38,711 - my_logger - INFO - ing +2024-11-19 17:08:38,888 - my_logger - INFO - ʼƼ۲ֱָͼ +2024-11-19 17:08:38,888 - my_logger - INFO - ʼƼ۲ֱָͼ +2024-11-19 17:08:41,357 - my_logger - INFO - ۲ָܺΪ11.045084254496823 +2024-11-19 17:08:41,357 - my_logger - INFO - ۲ָܺΪ11.045084254496823 +2024-11-19 17:08:41,359 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-19 17:08:41,359 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-19 17:08:43,624 - my_logger - INFO - ۸ָܺΪ91.9826336555467 +2024-11-19 17:08:43,624 - my_logger - INFO - ۸ָܺΪ91.9826336555467 +2024-11-19 17:08:43,626 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-19 17:08:43,626 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-19 17:08:45,836 - my_logger - INFO - ӦָܺΪ19.676577761750373 +2024-11-19 17:08:45,836 - my_logger - INFO - ӦָܺΪ19.676577761750373 +2024-11-19 17:08:45,838 - my_logger - INFO - ʼֱָͼ +2024-11-19 17:08:45,838 - my_logger - INFO - ʼֱָͼ +2024-11-19 17:08:47,949 - my_logger - INFO - ָܺΪ12.061155519572203 +2024-11-19 17:08:47,949 - my_logger - INFO - ָܺΪ12.061155519572203 +2024-11-19 17:08:47,951 - my_logger - INFO - ʼƿֱָͼ +2024-11-19 17:08:47,951 - my_logger - INFO - ʼƿֱָͼ +2024-11-19 17:08:50,380 - my_logger - INFO - ָܺΪ11.265124823866078 +2024-11-19 17:08:50,380 - my_logger - INFO - ָܺΪ11.265124823866078 +2024-11-19 17:08:50,384 - my_logger - INFO - ʼƽֱָͼ +2024-11-19 17:08:50,384 - my_logger - INFO - ʼƽֱָͼ +2024-11-19 17:08:50,915 - my_logger - INFO - ָܺΪ1.621285695326623 +2024-11-19 17:08:50,915 - my_logger - INFO - ָܺΪ1.621285695326623 +2024-11-19 17:08:50,917 - my_logger - INFO - ʼֱָͼ +2024-11-19 17:08:50,917 - my_logger - INFO - ʼֱָͼ +2024-11-19 17:08:52,415 - my_logger - INFO - ָܺΪ6.76636659497056 +2024-11-19 17:08:52,415 - my_logger - INFO - ָܺΪ6.76636659497056 +2024-11-19 17:08:52,418 - my_logger - INFO - ʼܺ͵ͼ +2024-11-19 17:08:52,418 - my_logger - INFO - ʼܺ͵ͼ +2024-11-19 17:08:52,788 - my_logger - INFO - ܺ͵ͼ +2024-11-19 17:08:52,788 - my_logger - INFO - ܺ͵ͼ +2024-11-19 17:08:55,983 - my_logger - INFO - end +2024-11-19 17:08:55,983 - my_logger - INFO - end +2024-11-19 17:08:55,986 - my_logger - INFO - ģѵ +2024-11-19 17:08:55,986 - my_logger - INFO - ģѵ +2024-11-19 18:12:18,831 - my_logger - INFO - ģѵ +2024-11-19 18:12:18,831 - my_logger - INFO - ģѵ +2024-11-19 18:12:18,837 - my_logger - INFO - ѵݻͼing +2024-11-19 18:12:18,837 - my_logger - INFO - ѵݻͼing +2024-11-19 18:13:08,569 - my_logger - INFO - ģѵ +2024-11-19 18:13:08,569 - my_logger - INFO - ģѵ +2024-11-19 18:13:08,572 - my_logger - INFO - ѵݻͼing +2024-11-19 18:13:08,572 - my_logger - INFO - ѵݻͼing +2024-11-19 18:14:08,296 - my_logger - INFO - ģѵ +2024-11-19 18:14:08,296 - my_logger - INFO - ģѵ +2024-11-19 18:14:08,332 - my_logger - INFO - ѵݻͼing +2024-11-19 18:14:08,332 - my_logger - INFO - ѵݻͼing +2024-11-19 18:14:10,122 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', NHITS = '7359.205', Informer = '7325.434', LSTM = '7374.6274', iTransformer = '7342.029', TSMixer = '7352.7837', TSMixerx = '7343.613', PatchTST = '7342.73', RNN = '7372.2515', GRU = '7381.781', TCN = '7449.0703', BiTCN = '7317.2397', DilatedRNN = '7350.607', MLP = '7326.661', DLinear = '7375.8584', NLinear = '7335.603', TFT = '7364.06', StemGNN = '7345.604', MLPMultivariate = '7354.3696', TiDE = '7365.8433', DeepNPTS = '7367.143' WHERE ds = '2024-11-19 00:00:00' +2024-11-19 18:14:10,122 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', NHITS = '7359.205', Informer = '7325.434', LSTM = '7374.6274', iTransformer = '7342.029', TSMixer = '7352.7837', TSMixerx = '7343.613', PatchTST = '7342.73', RNN = '7372.2515', GRU = '7381.781', TCN = '7449.0703', BiTCN = '7317.2397', DilatedRNN = '7350.607', MLP = '7326.661', DLinear = '7375.8584', NLinear = '7335.603', TFT = '7364.06', StemGNN = '7345.604', MLPMultivariate = '7354.3696', TiDE = '7365.8433', DeepNPTS = '7367.143' WHERE ds = '2024-11-19 00:00:00' +2024-11-19 18:14:37,406 - my_logger - INFO - ģѵ +2024-11-19 18:14:37,406 - my_logger - INFO - ģѵ +2024-11-19 18:14:37,412 - my_logger - INFO - ѵݻͼing +2024-11-19 18:14:37,412 - my_logger - INFO - ѵݻͼing +2024-11-19 18:15:08,384 - my_logger - INFO - ģѵ +2024-11-19 18:15:08,384 - my_logger - INFO - ģѵ +2024-11-19 18:15:08,387 - my_logger - INFO - ѵݻͼing +2024-11-19 18:15:08,387 - my_logger - INFO - ѵݻͼing +2024-11-19 18:15:41,733 - my_logger - INFO - ģѵ +2024-11-19 18:15:41,733 - my_logger - INFO - ģѵ +2024-11-19 18:15:41,737 - my_logger - INFO - ѵݻͼing +2024-11-19 18:15:41,737 - my_logger - INFO - ѵݻͼing +2024-11-19 18:16:37,016 - my_logger - INFO - ģѵ +2024-11-19 18:16:37,016 - my_logger - INFO - ģѵ +2024-11-19 18:16:37,021 - my_logger - INFO - ѵݻͼing +2024-11-19 18:16:37,021 - my_logger - INFO - ѵݻͼing +2024-11-19 18:17:07,852 - my_logger - INFO - ģѵ +2024-11-19 18:17:07,852 - my_logger - INFO - ģѵ +2024-11-19 18:17:07,857 - my_logger - INFO - ѵݻͼing +2024-11-19 18:17:07,857 - my_logger - INFO - ѵݻͼing +2024-11-19 18:20:21,874 - my_logger - INFO - ģѵ +2024-11-19 18:20:21,874 - my_logger - INFO - ģѵ +2024-11-19 18:20:21,878 - my_logger - INFO - ѵݻͼing +2024-11-19 18:20:21,878 - my_logger - INFO - ѵݻͼing +2024-11-19 18:20:23,056 - my_logger - INFO - ѵݻͼend +2024-11-19 18:20:23,056 - my_logger - INFO - ѵݻͼend +2024-11-19 18:24:37,395 - my_logger - INFO - ģѵ +2024-11-19 18:24:37,395 - my_logger - INFO - ģѵ +2024-11-19 18:24:37,400 - my_logger - INFO - ѵݻͼing +2024-11-19 18:24:37,400 - my_logger - INFO - ѵݻͼing +2024-11-19 18:25:15,837 - my_logger - INFO - ģѵ +2024-11-19 18:25:15,837 - my_logger - INFO - ģѵ +2024-11-19 18:25:15,842 - my_logger - INFO - ѵݻͼing +2024-11-19 18:25:15,842 - my_logger - INFO - ѵݻͼing +2024-11-19 18:25:16,991 - my_logger - INFO - ѵݻͼend +2024-11-19 18:25:16,991 - my_logger - INFO - ѵݻͼend +2024-11-19 18:26:27,771 - my_logger - INFO - ģѵ +2024-11-19 18:26:27,771 - my_logger - INFO - ģѵ +2024-11-19 18:26:27,777 - my_logger - INFO - ѵݻͼing +2024-11-19 18:26:27,777 - my_logger - INFO - ѵݻͼing +2024-11-19 18:26:29,029 - my_logger - INFO - ѵݻͼend +2024-11-19 18:26:29,029 - my_logger - INFO - ѵݻͼend +2024-11-20 10:50:48,031 - my_logger - INFO - 预警上传中... +2024-11-20 10:50:48,037 - my_logger - INFO - token:eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWIiOiJhcGlfdGVzdCIsInRoIjoiOGE0NTc3ZGJkOTE5Njc1NzU4ZDU3OTk5YTFlODkxZmUiLCJsdCI6ImFwaSIsImlzcyI6IiIsInRtIjoiUEMiLCJleHAiOjE3MzIxMDcwNDUsImp0aSI6ImM0Njk5ZGY3YWYwMTQ1Y2I4NWUzYjJhZTg2ZjMzYzRiIn0.EuDSlyPRNA3ULUyNHCKpj2nZCCyRqpOY72A_qkoSkJs +2024-11-20 10:50:48,039 - my_logger - INFO - 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': ' 停更周期 预警日期 最后更新时间 更新周期 特征名称\n 2218 2018-10-27 2018-10-24 1.0 西北欧即期Brent211利润\n 1023 2022-02-03 2022-01-31 1.0 B-W活跃合约价差\n 1023 2022-02-03 2022-01-31 1.0 W-B活跃合约价差\n 734 2022-11-19 2022-11-16 1.0 Brent/迪拜原油升贴水\n 686 2023-01-06 2023-01-03 1.0 PVMDubaiEFS/SwapvsICEFirstMonthBrent\n 446 2023-09-03 2023-08-31 1.0 美国RBOB期货2309月份合约价格\n 293 2024-02-03 2024-01-31 1.0 美国墨西哥湾87#汽油现货价格\n 265 2024-03-02 2024-02-28 1.0 Ebob连1合约\n 223 2024-04-13 2024-04-10 1.0 中国航班执行数\n 91 2024-08-23 2024-08-20 1.0 Kpler-海运在途原油\n 86 2023-04-15 2023-03-31 7.0 原油：开工率：东北地区：独立炼厂（周）\n 68 2023-08-19 2023-08-04 7.0 原油：港口库存：中国（周）\n 30 2024-05-13 2024-04-28 7.0 中东-巴林周度原油海运出口\n 26 2024-06-08 2024-05-24 7.0 原油：山东港口：库存：新口径（周）\n 26 2024-06-08 2024-05-24 7.0 原油：山东港口：库存：新口径（周）超季节性/3年\n 23 2024-06-29 2024-06-14 7.0 美国:炼油厂的投入与使用情况:开工率:当周值\n 23 2024-06-29 2024-06-14 7.0 美国:墨西哥湾沿岸:炼油厂的投入与使用情况:开工率:当周值\n 23 2024-06-29 2024-06-14 7.0 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值\n 23 2024-06-29 2024-06-14 7.0 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值\n 23 2024-06-29 2024-06-14 7.0 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值\n 23 2024-06-29 2024-06-14 7.0 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值\n 22 2023-10-09 2023-08-27 21.0 中东-也门周度原油海运出口\n 20 2024-11-02 2024-10-30 1.0 Brentc102:30收盘价滞后1天\n 20 2024-11-02 2024-10-30 1.0 Brentc202:30收盘价滞后1天\n 20 2024-11-02 2024-10-30 1.0 EFSc102:30收盘价滞后1天\n 20 2024-11-02 2024-10-30 1.0 EFSc202:30收盘价滞后1天\n 19 2024-11-03 2024-10-31 1.0 WTIc2-c3(结算B)\n 19 2024-11-03 2024-10-31 1.0 Brentc2-c3(结算B)\n 18 2024-08-05 2024-07-21 7.0 全球原油库存（剔除富查伊拉）\n 13 2024-09-09 2024-08-25 7.0 Kpler-美国原油净进口（周度）\n 8 2024-10-12 2024-09-27 7.0 美国墨西哥湾原油钻机数\n 7 2024-10-19 2024-10-04 7.0 美国柴油产量占比\n 7 2024-10-19 2024-10-04 7.0 美国汽油产量占比\n 6 2024-11-16 2024-11-13 1.0 马瑞原油：重质：DES价：委内瑞拉（日）\n 6 2024-11-16 2024-11-13 1.0 丙烷CFR华南/布伦特原油比价\n 6 2024-11-16 2024-11-13 1.0 国内马瑞与SC比价\n 6 2024-11-16 2024-11-13 1.0 马瑞原油：现货价：山东（日）\n 5 2024-11-17 2024-11-14 1.0 OMAN原油：中质：远期现货DES价：山东（日）', 'WARNING_DATE': '2024-11-20 10:50:47'}} +2024-11-20 14:29:35,536 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx +2024-11-20 14:29:35,536 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx +2024-11-20 14:29:35,540 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date +2024-11-20 14:29:35,540 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date +2024-11-20 14:32:02,307 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx +2024-11-20 14:32:02,307 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx +2024-11-20 14:32:02,310 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date +2024-11-20 14:32:02,310 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date +2024-11-20 14:35:46,689 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx +2024-11-20 14:35:46,689 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx +2024-11-20 14:35:46,695 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date +2024-11-20 14:35:46,695 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date +2024-11-20 14:36:44,623 - my_logger - INFO - 从eta获取数据... +2024-11-20 14:36:44,623 - my_logger - INFO - 从eta获取数据... +2024-11-20 14:39:58,504 - my_logger - INFO - 从eta获取数据... +2024-11-20 14:39:58,504 - my_logger - INFO - 从eta获取数据... +2024-11-20 14:40:55,408 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和 +2024-11-20 14:40:55,408 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和 +2024-11-20 14:40:55,414 - my_logger - INFO - 跳过指标 PP2409前20多单量 +2024-11-20 14:40:55,414 - my_logger - INFO - 跳过指标 PP2409前20多单量 +2024-11-20 14:40:55,420 - my_logger - INFO - 跳过指标 PP2409前20空单量 +2024-11-20 14:40:55,420 - my_logger - INFO - 跳过指标 PP2409前20空单量 +2024-11-20 14:41:24,965 - 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 14:41:24,965 - 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 14:41:24,973 - my_logger - INFO - lmcads03 lme comdty +2024-11-20 14:41:24,973 - my_logger - INFO - lmcads03 lme comdty +2024-11-20 14:41:25,541 - my_logger - INFO - GC1 COMB Comdty +2024-11-20 14:41:25,541 - my_logger - INFO - GC1 COMB Comdty +2024-11-20 14:41:26,365 - my_logger - INFO - C2404171822 +2024-11-20 14:41:26,365 - my_logger - INFO - C2404171822 +2024-11-20 14:41:27,382 - my_logger - INFO - dxy curncy +2024-11-20 14:41:27,382 - my_logger - INFO - dxy curncy +2024-11-20 14:41:28,202 - my_logger - INFO - S5443199 +2024-11-20 14:41:28,202 - my_logger - INFO - S5443199 +2024-11-20 14:41:28,608 - my_logger - INFO - S5479800 +2024-11-20 14:41:28,608 - my_logger - INFO - S5479800 +2024-11-20 14:41:29,044 - my_logger - INFO - S5443108 +2024-11-20 14:41:29,044 - my_logger - INFO - S5443108 +2024-11-20 14:41:29,460 - my_logger - INFO - H7358586 +2024-11-20 14:41:29,460 - my_logger - INFO - H7358586 +2024-11-20 14:41:29,728 - my_logger - INFO - LC3FM1 INDEX +2024-11-20 14:41:29,728 - my_logger - INFO - LC3FM1 INDEX +2024-11-20 14:41:30,116 - my_logger - INFO - CNY REGN Curncy +2024-11-20 14:41:30,116 - my_logger - INFO - CNY REGN Curncy +2024-11-20 14:41:31,315 - my_logger - INFO - s0105897 +2024-11-20 14:41:31,315 - my_logger - INFO - s0105897 +2024-11-20 14:41:32,077 - my_logger - INFO - M0067419 +2024-11-20 14:41:32,077 - my_logger - INFO - M0067419 +2024-11-20 14:41:32,600 - my_logger - INFO - M0066351 +2024-11-20 14:41:32,600 - my_logger - INFO - M0066351 +2024-11-20 14:41:33,194 - my_logger - INFO - S0266372 +2024-11-20 14:41:33,194 - my_logger - INFO - S0266372 +2024-11-20 14:41:33,648 - my_logger - INFO - S0266438 +2024-11-20 14:41:33,648 - my_logger - INFO - S0266438 +2024-11-20 14:41:34,101 - my_logger - INFO - S0266506 +2024-11-20 14:41:34,101 - my_logger - INFO - S0266506 +2024-11-20 14:41:34,769 - 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 14:41:34,769 - 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 14:44:05,780 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354) +2024-11-20 14:44:05,780 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354) +2024-11-20 14:44:06,932 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314) +2024-11-20 14:44:06,932 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314) +2024-11-20 14:44:06,938 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314) +2024-11-20 14:44:06,938 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314) +2024-11-20 14:44:06,946 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314) +2024-11-20 14:44:06,946 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314) +2024-11-20 14:44:10,722 - my_logger - INFO - 日度(218) 6天(1) 周度(93) 105天(1) +0 PP主力收盘价拟合残差/丙烷 CP M1 BOPP开工率(隆众)同差 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 4 columns] +2024-11-20 14:44:10,722 - my_logger - INFO - 日度(218) 6天(1) 周度(93) 105天(1) +0 PP主力收盘价拟合残差/丙烷 CP M1 BOPP开工率(隆众)同差 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 4 columns] +2024-11-20 14:44:10,770 - my_logger - INFO - 特征信息：总共有311个,日度(218),6天(1),周度(93),105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 14:44:10,770 - my_logger - INFO - 特征信息：总共有311个,日度(218),6天(1),周度(93),105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 14:44:10,773 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-20 14:44:10,773 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-20 14:44:12,508 - 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 14:44:12,508 - 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 14:44:12,549 - my_logger - INFO - 开始训练模型... +2024-11-20 14:44:12,549 - my_logger - INFO - 开始训练模型... +2024-11-20 14:44:12,679 - my_logger - INFO - 模型训练完成 +2024-11-20 14:44:12,679 - my_logger - INFO - 模型训练完成 +2024-11-20 14:44:12,686 - my_logger - INFO - 训练数据绘图ing +2024-11-20 14:44:12,686 - my_logger - INFO - 训练数据绘图ing +2024-11-20 15:30:39,001 - my_logger - INFO - 从eta获取数据... +2024-11-20 15:30:39,001 - my_logger - INFO - 从eta获取数据... +2024-11-20 15:36:20,004 - my_logger - INFO - 从eta获取数据... +2024-11-20 15:36:20,004 - my_logger - INFO - 从eta获取数据... +2024-11-20 15:37:15,898 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和 +2024-11-20 15:37:15,898 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和 +2024-11-20 15:37:15,902 - my_logger - INFO - 跳过指标 PP2409前20多单量 +2024-11-20 15:37:15,902 - my_logger - INFO - 跳过指标 PP2409前20多单量 +2024-11-20 15:37:15,904 - my_logger - INFO - 跳过指标 PP2409前20空单量 +2024-11-20 15:37:15,904 - my_logger - INFO - 跳过指标 PP2409前20空单量 +2024-11-20 15:37:42,083 - 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 15:37:42,083 - 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 15:37:42,089 - my_logger - INFO - lmcads03 lme comdty +2024-11-20 15:37:42,089 - my_logger - INFO - lmcads03 lme comdty +2024-11-20 15:37:42,570 - my_logger - INFO - GC1 COMB Comdty +2024-11-20 15:37:42,570 - my_logger - INFO - GC1 COMB Comdty +2024-11-20 15:37:43,415 - my_logger - INFO - C2404171822 +2024-11-20 15:37:43,415 - my_logger - INFO - C2404171822 +2024-11-20 15:37:44,379 - my_logger - INFO - dxy curncy +2024-11-20 15:37:44,379 - my_logger - INFO - dxy curncy +2024-11-20 15:37:45,115 - my_logger - INFO - S5443199 +2024-11-20 15:37:45,115 - my_logger - INFO - S5443199 +2024-11-20 15:37:45,525 - my_logger - INFO - S5479800 +2024-11-20 15:37:45,525 - my_logger - INFO - S5479800 +2024-11-20 15:37:46,001 - my_logger - INFO - S5443108 +2024-11-20 15:37:46,001 - my_logger - INFO - S5443108 +2024-11-20 15:37:46,417 - my_logger - INFO - H7358586 +2024-11-20 15:37:46,417 - my_logger - INFO - H7358586 +2024-11-20 15:37:46,658 - my_logger - INFO - LC3FM1 INDEX +2024-11-20 15:37:46,658 - my_logger - INFO - LC3FM1 INDEX +2024-11-20 15:37:47,008 - my_logger - INFO - CNY REGN Curncy +2024-11-20 15:37:47,008 - my_logger - INFO - CNY REGN Curncy +2024-11-20 15:37:48,022 - my_logger - INFO - s0105897 +2024-11-20 15:37:48,022 - my_logger - INFO - s0105897 +2024-11-20 15:37:48,697 - my_logger - INFO - M0067419 +2024-11-20 15:37:48,697 - my_logger - INFO - M0067419 +2024-11-20 15:37:49,170 - my_logger - INFO - M0066351 +2024-11-20 15:37:49,170 - my_logger - INFO - M0066351 +2024-11-20 15:37:49,651 - my_logger - INFO - S0266372 +2024-11-20 15:37:49,651 - my_logger - INFO - S0266372 +2024-11-20 15:37:50,073 - my_logger - INFO - S0266438 +2024-11-20 15:37:50,073 - my_logger - INFO - S0266438 +2024-11-20 15:37:50,461 - my_logger - INFO - S0266506 +2024-11-20 15:37:50,461 - my_logger - INFO - S0266506 +2024-11-20 15:37:51,004 - 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 15:37:51,004 - 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 15:39:10,907 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354) +2024-11-20 15:39:10,907 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354) +2024-11-20 15:39:11,529 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314) +2024-11-20 15:39:11,529 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314) +2024-11-20 15:39:11,537 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314) +2024-11-20 15:39:11,537 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314) +2024-11-20 15:39:11,543 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314) +2024-11-20 15:39:11,543 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314) +2024-11-20 15:39:13,727 - 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 15:39:13,727 - 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 15:39:13,739 - 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 15:39:13,739 - 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 15:39:13,743 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-20 15:39:13,743 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-20 15:39:14,694 - 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 15:39:14,694 - 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 15:39:14,732 - my_logger - INFO - 开始训练模型... +2024-11-20 15:39:14,732 - my_logger - INFO - 开始训练模型... +2024-11-20 15:39:14,807 - my_logger - INFO - 模型训练完成 +2024-11-20 15:39:14,807 - my_logger - INFO - 模型训练完成 +2024-11-20 15:39:14,817 - my_logger - INFO - 训练数据绘图ing +2024-11-20 15:39:14,817 - my_logger - INFO - 训练数据绘图ing +2024-11-20 15:53:34,022 - my_logger - INFO - 从eta获取数据... +2024-11-20 15:53:34,022 - my_logger - INFO - 从eta获取数据... +2024-11-20 15:54:17,075 - my_logger - INFO - 从eta获取数据... +2024-11-20 15:54:17,075 - my_logger - INFO - 从eta获取数据... +2024-11-20 15:54:33,897 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx +2024-11-20 15:54:33,897 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx +2024-11-20 15:54:33,898 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date +2024-11-20 15:54:33,898 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date +2024-11-20 15:55:12,401 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354) +2024-11-20 15:55:12,401 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354) +2024-11-20 15:55:12,777 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314) +2024-11-20 15:55:12,777 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314) +2024-11-20 15:55:12,781 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314) +2024-11-20 15:55:12,781 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314) +2024-11-20 15:55:12,785 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314) +2024-11-20 15:55:12,785 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314) +2024-11-20 15:55:14,220 - my_logger - INFO - 日度(218) 周度(94) 112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 15:55:14,220 - my_logger - INFO - 日度(218) 周度(94) 112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 15:55:14,233 - my_logger - INFO - 特征信息：总共有311个,日度(218),周度(94),112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 15:55:14,233 - my_logger - INFO - 特征信息：总共有311个,日度(218),周度(94),112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 15:55:14,235 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-20 15:55:14,235 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-20 15:55:15,045 - 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 15:55:15,045 - 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 15:55:15,082 - my_logger - INFO - 开始训练模型... +2024-11-20 15:55:15,082 - my_logger - INFO - 开始训练模型... +2024-11-20 15:55:15,172 - my_logger - INFO - 模型训练完成 +2024-11-20 15:55:15,172 - my_logger - INFO - 模型训练完成 +2024-11-20 15:55:15,179 - my_logger - INFO - 训练数据绘图ing +2024-11-20 15:55:15,179 - my_logger - INFO - 训练数据绘图ing +2024-11-20 15:56:13,617 - my_logger - INFO - 模型训练完成 +2024-11-20 15:56:13,617 - my_logger - INFO - 模型训练完成 +2024-11-20 15:56:13,628 - my_logger - INFO - 训练数据绘图ing +2024-11-20 15:56:13,628 - my_logger - INFO - 训练数据绘图ing +2024-11-20 15:56:15,628 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-20 15:56:15,628 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-20 15:56:18,463 - my_logger - INFO - 训练数据绘图end +2024-11-20 15:56:18,463 - my_logger - INFO - 训练数据绘图end +2024-11-20 16:08:02,536 - my_logger - INFO - 模型训练完成 +2024-11-20 16:08:02,536 - my_logger - INFO - 模型训练完成 +2024-11-20 16:08:02,546 - my_logger - INFO - 训练数据绘图ing +2024-11-20 16:08:02,546 - my_logger - INFO - 训练数据绘图ing +2024-11-20 16:08:31,365 - my_logger - INFO - 模型训练完成 +2024-11-20 16:08:31,365 - my_logger - INFO - 模型训练完成 +2024-11-20 16:08:31,375 - my_logger - INFO - 训练数据绘图ing +2024-11-20 16:08:31,375 - my_logger - INFO - 训练数据绘图ing +2024-11-20 16:16:20,931 - my_logger - INFO - 模型训练完成 +2024-11-20 16:16:20,931 - my_logger - INFO - 模型训练完成 +2024-11-20 16:16:20,942 - my_logger - INFO - 训练数据绘图ing +2024-11-20 16:16:20,942 - my_logger - INFO - 训练数据绘图ing +2024-11-20 16:18:02,876 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-20 16:18:02,876 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-20 16:18:09,464 - my_logger - INFO - 模型训练完成 +2024-11-20 16:18:09,464 - my_logger - INFO - 模型训练完成 +2024-11-20 16:18:09,475 - my_logger - INFO - 训练数据绘图ing +2024-11-20 16:18:09,475 - my_logger - INFO - 训练数据绘图ing +2024-11-20 16:19:59,819 - my_logger - INFO - 模型训练完成 +2024-11-20 16:19:59,819 - my_logger - INFO - 模型训练完成 +2024-11-20 16:19:59,855 - my_logger - INFO - 训练数据绘图ing +2024-11-20 16:19:59,855 - my_logger - INFO - 训练数据绘图ing +2024-11-20 16:29:29,224 - my_logger - INFO - 模型训练完成 +2024-11-20 16:29:29,224 - my_logger - INFO - 模型训练完成 +2024-11-20 16:29:29,232 - my_logger - INFO - 训练数据绘图ing +2024-11-20 16:29:29,232 - my_logger - INFO - 训练数据绘图ing +2024-11-20 16:31:15,273 - my_logger - INFO - 模型训练完成 +2024-11-20 16:31:15,273 - my_logger - INFO - 模型训练完成 +2024-11-20 16:31:15,281 - my_logger - INFO - 训练数据绘图ing +2024-11-20 16:31:15,281 - my_logger - INFO - 训练数据绘图ing +2024-11-20 16:32:12,430 - my_logger - INFO - 模型训练完成 +2024-11-20 16:32:12,430 - my_logger - INFO - 模型训练完成 +2024-11-20 16:32:12,437 - my_logger - INFO - 训练数据绘图ing +2024-11-20 16:32:12,437 - my_logger - INFO - 训练数据绘图ing +2024-11-20 16:32:51,174 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-20 16:32:51,174 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-20 16:32:54,841 - my_logger - INFO - 训练数据绘图end +2024-11-20 16:32:54,841 - my_logger - INFO - 训练数据绘图end +2024-11-20 17:00:33,088 - my_logger - INFO - 模型训练完成 +2024-11-20 17:00:33,088 - my_logger - INFO - 模型训练完成 +2024-11-20 17:00:33,097 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:00:33,097 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:02:11,068 - my_logger - INFO - 模型训练完成 +2024-11-20 17:02:11,068 - my_logger - INFO - 模型训练完成 +2024-11-20 17:02:11,086 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:02:11,086 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:13:51,742 - my_logger - INFO - 模型训练完成 +2024-11-20 17:13:51,742 - my_logger - INFO - 模型训练完成 +2024-11-20 17:13:51,750 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:13:51,750 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:25:53,045 - my_logger - INFO - 模型训练完成 +2024-11-20 17:25:53,045 - my_logger - INFO - 模型训练完成 +2024-11-20 17:25:53,056 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:25:53,056 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:34:18,009 - my_logger - INFO - 模型训练完成 +2024-11-20 17:34:18,009 - my_logger - INFO - 模型训练完成 +2024-11-20 17:34:18,019 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:34:18,019 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:37:57,485 - my_logger - INFO - 模型训练完成 +2024-11-20 17:37:57,485 - my_logger - INFO - 模型训练完成 +2024-11-20 17:37:57,493 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:37:57,493 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:39:34,532 - my_logger - INFO - 模型训练完成 +2024-11-20 17:39:34,532 - my_logger - INFO - 模型训练完成 +2024-11-20 17:39:34,541 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:39:34,541 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:46:26,255 - my_logger - INFO - 模型训练完成 +2024-11-20 17:46:26,255 - my_logger - INFO - 模型训练完成 +2024-11-20 17:46:26,262 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:46:26,262 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:46:50,803 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx +2024-11-20 17:46:50,803 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx +2024-11-20 17:46:50,805 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date +2024-11-20 17:46:50,805 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date +2024-11-20 17:48:20,278 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354) +2024-11-20 17:48:20,278 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354) +2024-11-20 17:48:21,238 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314) +2024-11-20 17:48:21,238 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314) +2024-11-20 17:48:21,246 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314) +2024-11-20 17:48:21,246 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314) +2024-11-20 17:48:21,251 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314) +2024-11-20 17:48:21,251 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314) +2024-11-20 17:48:25,313 - my_logger - INFO - 日度(218) 周度(94) 112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 17:48:25,313 - my_logger - INFO - 日度(218) 周度(94) 112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 17:48:25,343 - my_logger - INFO - 特征信息：总共有311个,日度(218),周度(94),112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 17:48:25,343 - my_logger - INFO - 特征信息：总共有311个,日度(218),周度(94),112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 17:48:25,346 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-20 17:48:25,346 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-20 17:48:26,188 - 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 17:48:26,188 - 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 17:49:13,075 - my_logger - INFO - 开始训练模型... +2024-11-20 17:49:13,075 - my_logger - INFO - 开始训练模型... +2024-11-20 17:49:19,542 - my_logger - INFO - 模型训练完成 +2024-11-20 17:49:19,542 - my_logger - INFO - 模型训练完成 +2024-11-20 17:49:19,548 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:49:19,548 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:50:48,629 - my_logger - INFO - 模型训练完成 +2024-11-20 17:50:48,629 - my_logger - INFO - 模型训练完成 +2024-11-20 17:50:48,635 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:50:48,635 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:52:31,637 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx +2024-11-20 17:52:31,637 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx +2024-11-20 17:52:31,639 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date +2024-11-20 17:52:31,639 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date +2024-11-20 17:53:01,502 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354) +2024-11-20 17:53:01,502 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354) +2024-11-20 17:53:01,886 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314) +2024-11-20 17:53:01,886 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314) +2024-11-20 17:53:01,891 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314) +2024-11-20 17:53:01,891 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314) +2024-11-20 17:53:01,894 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314) +2024-11-20 17:53:01,894 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314) +2024-11-20 17:53:03,262 - 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 17:53:03,262 - 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 17:53:03,275 - 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 17:53:03,275 - 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 17:53:03,277 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-20 17:53:03,277 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-20 17:53:03,960 - my_logger - INFO - 开始训练模型... +2024-11-20 17:53:03,960 - my_logger - INFO - 开始训练模型... +2024-11-20 17:53:04,039 - my_logger - INFO - 模型训练完成 +2024-11-20 17:53:04,039 - my_logger - INFO - 模型训练完成 +2024-11-20 17:53:04,044 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:53:04,044 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:54:22,592 - my_logger - INFO - 模型训练完成 +2024-11-20 17:54:22,592 - my_logger - INFO - 模型训练完成 +2024-11-20 17:54:26,171 - my_logger - INFO - 训练数据绘图ing +2024-11-20 17:54:26,171 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:01:14,148 - my_logger - INFO - 模型训练完成 +2024-11-20 18:01:14,148 - my_logger - INFO - 模型训练完成 +2024-11-20 18:01:14,157 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:01:14,157 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:01:51,916 - my_logger - INFO - 模型训练完成 +2024-11-20 18:01:51,916 - my_logger - INFO - 模型训练完成 +2024-11-20 18:01:51,926 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:01:51,926 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:03:23,321 - my_logger - INFO - 模型训练完成 +2024-11-20 18:03:23,321 - my_logger - INFO - 模型训练完成 +2024-11-20 18:03:23,331 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:03:23,331 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:08:10,910 - my_logger - INFO - 模型训练完成 +2024-11-20 18:08:10,910 - my_logger - INFO - 模型训练完成 +2024-11-20 18:08:10,920 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:08:10,920 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:09:30,758 - my_logger - INFO - 模型训练完成 +2024-11-20 18:09:30,758 - my_logger - INFO - 模型训练完成 +2024-11-20 18:09:30,767 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:09:30,767 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:10:22,625 - my_logger - INFO - 模型训练完成 +2024-11-20 18:10:22,625 - my_logger - INFO - 模型训练完成 +2024-11-20 18:10:22,636 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:10:22,636 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:11:11,097 - my_logger - INFO - 模型训练完成 +2024-11-20 18:11:11,097 - my_logger - INFO - 模型训练完成 +2024-11-20 18:11:11,108 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:11:11,108 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:15:06,226 - my_logger - INFO - 模型训练完成 +2024-11-20 18:15:06,226 - my_logger - INFO - 模型训练完成 +2024-11-20 18:15:06,235 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:15:06,235 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:17:34,624 - my_logger - INFO - 模型训练完成 +2024-11-20 18:17:34,624 - my_logger - INFO - 模型训练完成 +2024-11-20 18:17:34,631 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:17:34,631 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:19:16,902 - my_logger - INFO - 模型训练完成 +2024-11-20 18:19:16,902 - my_logger - INFO - 模型训练完成 +2024-11-20 18:19:16,908 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:19:16,908 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:20:55,276 - my_logger - INFO - 模型训练完成 +2024-11-20 18:20:55,276 - my_logger - INFO - 模型训练完成 +2024-11-20 18:20:55,286 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:20:55,286 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:22:25,477 - my_logger - INFO - 模型训练完成 +2024-11-20 18:22:25,477 - my_logger - INFO - 模型训练完成 +2024-11-20 18:22:25,487 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:22:25,487 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:23:22,386 - my_logger - INFO - 模型训练完成 +2024-11-20 18:23:22,386 - my_logger - INFO - 模型训练完成 +2024-11-20 18:23:22,396 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:23:22,396 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:26:39,826 - my_logger - INFO - 模型训练完成 +2024-11-20 18:26:39,826 - my_logger - INFO - 模型训练完成 +2024-11-20 18:26:39,843 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:26:39,843 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:31:58,890 - my_logger - INFO - 模型训练完成 +2024-11-20 18:31:58,890 - my_logger - INFO - 模型训练完成 +2024-11-20 18:31:58,902 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:31:58,902 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:33:19,060 - my_logger - INFO - 模型训练完成 +2024-11-20 18:33:19,060 - my_logger - INFO - 模型训练完成 +2024-11-20 18:33:19,073 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:33:19,073 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:34:14,757 - my_logger - INFO - 模型训练完成 +2024-11-20 18:34:14,757 - my_logger - INFO - 模型训练完成 +2024-11-20 18:34:14,766 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:34:14,766 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:35:31,659 - my_logger - INFO - 模型训练完成 +2024-11-20 18:35:31,659 - my_logger - INFO - 模型训练完成 +2024-11-20 18:35:31,667 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:35:31,667 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:35:35,027 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-20 18:35:35,027 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-20 18:35:39,824 - my_logger - INFO - 训练数据绘图end +2024-11-20 18:35:39,824 - my_logger - INFO - 训练数据绘图end +2024-11-20 18:37:01,511 - my_logger - INFO - 模型训练完成 +2024-11-20 18:37:01,511 - my_logger - INFO - 模型训练完成 +2024-11-20 18:37:01,520 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:37:01,520 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:37:05,172 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-20 18:37:05,172 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-20 18:37:09,320 - my_logger - INFO - 训练数据绘图end +2024-11-20 18:37:09,320 - my_logger - INFO - 训练数据绘图end +2024-11-20 18:37:33,387 - my_logger - INFO - 模型训练完成 +2024-11-20 18:37:33,387 - my_logger - INFO - 模型训练完成 +2024-11-20 18:37:33,393 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:37:33,393 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:37:36,979 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-20 18:37:36,979 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-20 18:37:41,173 - my_logger - INFO - 训练数据绘图end +2024-11-20 18:37:41,173 - my_logger - INFO - 训练数据绘图end +2024-11-20 18:38:34,067 - my_logger - INFO - 模型训练完成 +2024-11-20 18:38:34,067 - my_logger - INFO - 模型训练完成 +2024-11-20 18:38:34,075 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:38:34,075 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:38:37,716 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-20 18:38:37,716 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-20 18:38:41,989 - my_logger - INFO - 训练数据绘图end +2024-11-20 18:38:41,989 - my_logger - INFO - 训练数据绘图end +2024-11-20 18:39:16,268 - my_logger - INFO - 模型训练完成 +2024-11-20 18:39:16,268 - my_logger - INFO - 模型训练完成 +2024-11-20 18:39:16,280 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:39:16,280 - my_logger - INFO - 训练数据绘图ing +2024-11-20 18:39:19,817 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-20 18:39:19,817 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-20 18:39:24,116 - my_logger - INFO - 训练数据绘图end +2024-11-20 18:39:24,116 - my_logger - INFO - 训练数据绘图end +2024-11-21 09:49:13,630 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx +2024-11-21 09:49:13,630 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx +2024-11-21 09:49:13,632 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date +2024-11-21 09:49:13,632 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date +2024-11-21 09:50:40,607 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354) +2024-11-21 09:50:40,607 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354) +2024-11-21 09:50:41,440 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 312) +2024-11-21 09:50:41,440 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 312) +2024-11-21 09:50:41,446 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 312) +2024-11-21 09:50:41,446 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 312) +2024-11-21 09:50:41,453 - my_logger - INFO - 删除全为空值的列后数据量：(772, 312) +2024-11-21 09:50:41,453 - my_logger - INFO - 删除全为空值的列后数据量：(772, 312) +2024-11-21 09:50:45,398 - my_logger - INFO - 日度(216) 周度(94) 154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 +.. ... ... ... +211 PE期货收盘价 +212 PP连续-1月 +213 PP连续-5月 +214 PP连续-9月 +215 y + +[216 rows x 3 columns] +2024-11-21 09:50:45,398 - my_logger - INFO - 日度(216) 周度(94) 154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 +.. ... ... ... +211 PE期货收盘价 +212 PP连续-1月 +213 PP连续-5月 +214 PP连续-9月 +215 y + +[216 rows x 3 columns] +2024-11-21 09:50:45,425 - my_logger - INFO - 特征信息：总共有309个,日度(216),周度(94),154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： + +2024-11-21 09:50:45,425 - my_logger - INFO - 特征信息：总共有309个,日度(216),周度(94),154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： + +2024-11-21 09:50:45,429 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 09:50:45,429 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 09:50:46,253 - my_logger - INFO - 开始训练模型... +2024-11-21 09:50:46,253 - my_logger - INFO - 开始训练模型... +2024-11-21 09:50:46,370 - my_logger - INFO - 模型训练完成 +2024-11-21 09:50:46,370 - my_logger - INFO - 模型训练完成 +2024-11-21 09:50:46,378 - my_logger - INFO - 训练数据绘图ing +2024-11-21 09:50:46,378 - my_logger - INFO - 训练数据绘图ing +2024-11-21 09:50:50,325 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 09:50:50,325 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 09:50:54,939 - my_logger - INFO - 训练数据绘图end +2024-11-21 09:50:54,939 - my_logger - INFO - 训练数据绘图end +2024-11-21 09:50:54,954 - my_logger - INFO - 制作报告ing +2024-11-21 09:50:54,954 - my_logger - INFO - 制作报告ing +2024-11-21 09:50:55,230 - my_logger - INFO - 开始绘制价差类指标的相关性直方图 +2024-11-21 09:50:55,230 - my_logger - INFO - 开始绘制价差类指标的相关性直方图 +2024-11-21 09:50:59,925 - my_logger - INFO - 价差类指标的相关性总和为：11.033279360751804 +2024-11-21 09:50:59,925 - my_logger - INFO - 价差类指标的相关性总和为：11.033279360751804 +2024-11-21 09:50:59,931 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 +2024-11-21 09:50:59,931 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 +2024-11-21 09:51:04,002 - my_logger - INFO - 价格类指标的相关性总和为：89.50783619014288 +2024-11-21 09:51:04,002 - my_logger - INFO - 价格类指标的相关性总和为：89.50783619014288 +2024-11-21 09:51:04,006 - my_logger - INFO - 开始绘制供应类指标的相关性直方图 +2024-11-21 09:51:04,006 - my_logger - INFO - 开始绘制供应类指标的相关性直方图 +2024-11-21 09:51:08,415 - my_logger - INFO - 供应类指标的相关性总和为：19.68970163194788 +2024-11-21 09:51:08,415 - my_logger - INFO - 供应类指标的相关性总和为：19.68970163194788 +2024-11-21 09:51:08,421 - my_logger - INFO - 开始绘制其他类指标的相关性直方图 +2024-11-21 09:51:08,421 - my_logger - INFO - 开始绘制其他类指标的相关性直方图 +2024-11-21 09:51:12,461 - my_logger - INFO - 其他类指标的相关性总和为：12.062003637554202 +2024-11-21 09:51:12,461 - my_logger - INFO - 其他类指标的相关性总和为：12.062003637554202 +2024-11-21 09:51:12,465 - my_logger - INFO - 开始绘制库存类指标的相关性直方图 +2024-11-21 09:51:12,465 - my_logger - INFO - 开始绘制库存类指标的相关性直方图 +2024-11-21 09:51:16,669 - my_logger - INFO - 库存类指标的相关性总和为：11.266242723870176 +2024-11-21 09:51:16,669 - my_logger - INFO - 库存类指标的相关性总和为：11.266242723870176 +2024-11-21 09:51:16,673 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图 +2024-11-21 09:51:16,673 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图 +2024-11-21 09:51:17,772 - my_logger - INFO - 进出口类指标的相关性总和为：1.6205427630454334 +2024-11-21 09:51:17,772 - my_logger - INFO - 进出口类指标的相关性总和为：1.6205427630454334 +2024-11-21 09:51:17,775 - my_logger - INFO - 开始绘制需求类指标的相关性直方图 +2024-11-21 09:51:17,775 - my_logger - INFO - 开始绘制需求类指标的相关性直方图 +2024-11-21 09:51:21,740 - my_logger - INFO - 需求类指标的相关性总和为：6.761200339955732 +2024-11-21 09:51:21,740 - my_logger - INFO - 需求类指标的相关性总和为：6.761200339955732 +2024-11-21 09:51:21,745 - my_logger - INFO - 开始绘制相关性总和的气泡图 +2024-11-21 09:51:21,745 - my_logger - INFO - 开始绘制相关性总和的气泡图 +2024-11-21 09:51:22,561 - my_logger - INFO - 绘制相关性总和的气泡图结束 +2024-11-21 09:51:22,561 - my_logger - INFO - 绘制相关性总和的气泡图结束 +2024-11-21 09:51:28,000 - my_logger - INFO - 制作报告end +2024-11-21 09:51:28,000 - my_logger - INFO - 制作报告end +2024-11-21 09:51:28,005 - my_logger - INFO - 模型训练完成 +2024-11-21 09:51:28,005 - my_logger - INFO - 模型训练完成 +2024-11-21 09:53:23,805 - my_logger - INFO - 模型训练完成 +2024-11-21 09:53:23,805 - my_logger - INFO - 模型训练完成 +2024-11-21 09:53:23,811 - my_logger - INFO - 训练数据绘图ing +2024-11-21 09:53:23,811 - my_logger - INFO - 训练数据绘图ing +2024-11-21 09:53:27,694 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 09:53:27,694 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 09:53:32,390 - my_logger - INFO - 训练数据绘图end +2024-11-21 09:53:32,390 - my_logger - INFO - 训练数据绘图end +2024-11-21 09:54:44,909 - my_logger - INFO - 模型训练完成 +2024-11-21 09:54:44,909 - my_logger - INFO - 模型训练完成 +2024-11-21 09:54:44,920 - my_logger - INFO - 训练数据绘图ing +2024-11-21 09:54:44,920 - my_logger - INFO - 训练数据绘图ing +2024-11-21 09:54:48,743 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 09:54:48,743 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 09:54:53,303 - my_logger - INFO - 训练数据绘图end +2024-11-21 09:54:53,303 - my_logger - INFO - 训练数据绘图end +2024-11-21 09:55:32,192 - my_logger - INFO - 模型训练完成 +2024-11-21 09:55:32,192 - my_logger - INFO - 模型训练完成 +2024-11-21 09:55:32,203 - my_logger - INFO - 训练数据绘图ing +2024-11-21 09:55:32,203 - my_logger - INFO - 训练数据绘图ing +2024-11-21 09:55:35,731 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 09:55:35,731 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 09:55:39,928 - my_logger - INFO - 训练数据绘图end +2024-11-21 09:55:39,928 - my_logger - INFO - 训练数据绘图end +2024-11-21 09:56:34,060 - my_logger - INFO - 模型训练完成 +2024-11-21 09:56:34,060 - my_logger - INFO - 模型训练完成 +2024-11-21 09:56:34,070 - my_logger - INFO - 训练数据绘图ing +2024-11-21 09:56:34,070 - my_logger - INFO - 训练数据绘图ing +2024-11-21 09:56:38,066 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 09:56:38,066 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 09:56:42,717 - my_logger - INFO - 训练数据绘图end +2024-11-21 09:56:42,717 - my_logger - INFO - 训练数据绘图end +2024-11-21 09:57:28,829 - my_logger - INFO - 模型训练完成 +2024-11-21 09:57:28,829 - my_logger - INFO - 模型训练完成 +2024-11-21 09:57:28,850 - my_logger - INFO - 训练数据绘图ing +2024-11-21 09:57:28,850 - my_logger - INFO - 训练数据绘图ing +2024-11-21 09:57:32,689 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 09:57:32,689 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 09:57:37,248 - my_logger - INFO - 训练数据绘图end +2024-11-21 09:57:37,248 - my_logger - INFO - 训练数据绘图end +2024-11-21 09:58:31,109 - my_logger - INFO - 模型训练完成 +2024-11-21 09:58:31,109 - my_logger - INFO - 模型训练完成 +2024-11-21 09:58:31,116 - my_logger - INFO - 训练数据绘图ing +2024-11-21 09:58:31,116 - my_logger - INFO - 训练数据绘图ing +2024-11-21 09:58:34,834 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 09:58:34,834 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-20 00:00:00', NHITS = '7337.594', Informer = '7316.5264', LSTM = '7313.051', iTransformer = '7342.468', TSMixer = '7344.392', TSMixerx = '7306.8916', PatchTST = '7350.6377', RNN = '7378.303', GRU = '7405.318', TCN = '7418.5396', BiTCN = '7321.0723', DilatedRNN = '7320.571', MLP = '7338.035', DLinear = '7387.8057', NLinear = '7361.405', TFT = '7362.294', StemGNN = '7351.2534', MLPMultivariate = '7331.5254', TiDE = '7354.707', DeepNPTS = '7376.7446' WHERE ds = '2024-11-20 00:00:00' +2024-11-21 09:58:39,171 - my_logger - INFO - 训练数据绘图end +2024-11-21 09:58:39,171 - my_logger - INFO - 训练数据绘图end +2024-11-21 13:41:19,545 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 13:41:19,547 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 13:42:04,250 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:42:04,254 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:42:04,256 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:42:04,258 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:42:04,261 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:42:04,262 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:42:04,264 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 +2024-11-21 13:42:04,265 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 13:42:04,267 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 13:42:04,270 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 +2024-11-21 13:42:04,271 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 +2024-11-21 13:42:04,272 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 +2024-11-21 13:42:04,274 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 13:42:04,275 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 13:42:04,276 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 13:42:04,278 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 13:42:04,280 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 13:42:04,283 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 13:42:04,286 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 +2024-11-21 13:42:04,288 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 +2024-11-21 13:42:04,291 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 13:42:04,292 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 13:42:04,294 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 +2024-11-21 13:42:04,295 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 13:42:04,298 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 +2024-11-21 13:42:04,299 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 +2024-11-21 13:42:04,302 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 +2024-11-21 13:42:04,304 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 +2024-11-21 13:42:04,307 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 +2024-11-21 13:42:04,316 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-21 13:42:04,320 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-21 13:42:04,324 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 13:42:04,331 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 13:42:04,334 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-20 +2024-11-21 13:42:04,335 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-20 +2024-11-21 13:42:04,338 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-20 +2024-11-21 13:42:04,344 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-19 +2024-11-21 13:42:04,347 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-19 +2024-11-21 13:42:04,351 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-19 +2024-11-21 13:42:04,352 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-19 +2024-11-21 13:42:04,354 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-19 +2024-11-21 13:42:04,361 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-19 +2024-11-21 13:42:04,363 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-19 +2024-11-21 13:42:04,366 - my_logger - INFO - Column ͵һ was last updated at 2024-11-19 +2024-11-21 13:42:04,367 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 13:42:04,369 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 13:42:04,373 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-19 +2024-11-21 13:42:04,379 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-19 +2024-11-21 13:42:04,383 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-19 +2024-11-21 13:42:04,385 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-19 +2024-11-21 13:42:04,386 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-19 +2024-11-21 13:42:04,387 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-19 +2024-11-21 13:42:04,393 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-19 +2024-11-21 13:42:04,396 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-19 +2024-11-21 13:42:04,398 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-19 +2024-11-21 13:42:04,399 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 13:42:04,402 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 13:42:04,404 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 13:42:04,407 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 13:42:04,410 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-19 +2024-11-21 13:42:04,414 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-19 +2024-11-21 13:42:04,415 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-19 +2024-11-21 13:42:04,417 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-19 +2024-11-21 13:42:04,419 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-19 +2024-11-21 13:42:04,421 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-19 +2024-11-21 13:42:04,426 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-19 +2024-11-21 13:42:04,430 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-19 +2024-11-21 13:42:04,433 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-19 +2024-11-21 13:42:04,436 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-19 +2024-11-21 13:42:04,438 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-19 +2024-11-21 13:42:04,442 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 13:42:04,445 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-19 +2024-11-21 13:42:04,447 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-19 +2024-11-21 13:42:04,450 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 13:42:04,454 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-19 +2024-11-21 13:42:04,457 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-19 +2024-11-21 13:42:04,462 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-19 +2024-11-21 13:42:04,464 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-19 +2024-11-21 13:42:04,467 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-19 +2024-11-21 13:42:04,468 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-19 +2024-11-21 13:42:04,470 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-19 +2024-11-21 13:42:04,472 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 13:42:04,477 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 +2024-11-21 13:42:04,479 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 13:42:04,482 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 13:42:04,484 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 13:42:04,485 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-19 +2024-11-21 13:42:04,487 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-19 +2024-11-21 13:42:04,489 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-20 +2024-11-21 13:42:04,493 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-20 +2024-11-21 13:42:04,497 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 13:42:04,499 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 13:42:04,502 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 +2024-11-21 13:42:04,503 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 13:42:04,504 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 13:42:04,510 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 13:42:04,513 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 +2024-11-21 13:42:04,516 - my_logger - INFO - Column y was last updated at 2024-11-19 +2024-11-21 13:42:04,518 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 13:42:04,520 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-19 +2024-11-21 13:42:04,523 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-19 +2024-11-21 13:42:04,529 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-20 +2024-11-21 13:42:04,531 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-19 +2024-11-21 13:42:04,533 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-19 +2024-11-21 13:42:04,535 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-19 +2024-11-21 13:42:04,535 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-19 +2024-11-21 13:42:04,538 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-19 +2024-11-21 13:42:04,544 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-19 +2024-11-21 13:42:04,546 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-19 +2024-11-21 13:42:04,548 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-19 +2024-11-21 13:42:04,551 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-19 +2024-11-21 13:42:04,553 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-19 +2024-11-21 13:42:04,555 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-19 +2024-11-21 13:42:04,561 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-19 +2024-11-21 13:42:04,563 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-19 +2024-11-21 13:42:04,565 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-19 +2024-11-21 13:42:04,567 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 13:42:04,569 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 13:42:04,571 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-20 +2024-11-21 13:42:04,574 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 13:42:04,580 - my_logger - INFO - Column Brent* was last updated at 2024-11-19 +2024-11-21 13:42:04,583 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 13:42:04,585 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 13:42:04,588 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 13:42:04,593 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-19 +2024-11-21 13:42:04,596 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-21 13:42:04,597 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-21 13:42:04,600 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-21 13:42:04,601 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-19 +2024-11-21 13:42:04,603 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-19 +2024-11-21 13:42:04,606 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-19 +2024-11-21 13:42:04,611 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 13:42:04,614 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 13:42:04,616 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 13:42:04,617 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 13:42:04,620 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-19 +2024-11-21 13:42:04,622 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 13:42:04,628 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-19 +2024-11-21 13:42:04,630 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-19 +2024-11-21 13:42:04,633 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-19 +2024-11-21 13:42:04,635 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-19 +2024-11-21 13:42:04,637 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-19 +2024-11-21 13:42:04,638 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-19 +2024-11-21 13:42:04,644 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-21 13:42:04,646 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-21 13:42:04,648 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-19 +2024-11-21 13:42:04,651 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 13:42:04,654 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 13:42:04,655 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-21 13:42:04,658 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-21 13:42:04,661 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-21 13:42:04,665 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 +2024-11-21 13:42:04,667 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 +2024-11-21 13:42:04,670 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-21 13:42:04,673 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 +2024-11-21 13:42:04,677 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 +2024-11-21 13:42:04,681 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 +2024-11-21 13:42:04,685 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 +2024-11-21 13:42:04,688 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 +2024-11-21 13:42:04,693 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 +2024-11-21 13:42:04,695 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-21 13:42:04,698 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 +2024-11-21 13:42:04,701 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 +2024-11-21 13:42:04,702 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 13:42:04,704 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 13:42:04,706 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 13:42:04,711 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 +2024-11-21 13:42:04,714 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-21 13:42:04,715 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-21 13:42:04,717 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 13:42:04,720 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 13:42:04,722 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 13:42:04,728 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 13:42:04,730 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 13:42:04,732 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 13:42:04,734 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 13:42:04,736 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 13:42:04,738 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 13:42:04,743 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 13:42:04,747 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-21 13:42:04,749 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 +2024-11-21 13:42:04,752 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 +2024-11-21 13:42:04,753 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 +2024-11-21 13:42:04,755 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 +2024-11-21 13:42:04,762 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 +2024-11-21 13:42:04,763 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 +2024-11-21 13:42:04,767 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 +2024-11-21 13:42:04,768 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 +2024-11-21 13:42:04,769 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-21 13:42:04,772 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-21 13:42:04,777 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-21 13:42:04,781 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-21 13:42:04,784 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 +2024-11-21 13:42:04,785 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-21 13:42:04,786 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 +2024-11-21 13:42:04,790 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 13:42:04,794 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-19 +2024-11-21 13:42:04,810 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-19 +2024-11-21 13:42:04,815 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-19 +2024-11-21 13:42:04,831 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-19 +2024-11-21 13:42:04,845 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-19 +2024-11-21 13:42:04,861 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 13:42:04,864 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 13:42:04,866 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-19 +2024-11-21 13:42:04,869 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-19 +2024-11-21 13:42:04,887 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-19 +2024-11-21 13:42:04,888 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-19 +2024-11-21 13:42:04,893 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-19 +2024-11-21 13:42:04,895 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-19 +2024-11-21 13:42:04,897 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-19 +2024-11-21 13:42:04,898 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-19 +2024-11-21 13:42:04,901 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-19 +2024-11-21 13:42:04,903 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-19 +2024-11-21 13:42:04,903 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-19 +2024-11-21 13:42:04,907 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-19 +2024-11-21 13:42:04,911 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-19 +2024-11-21 13:42:04,913 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-19 +2024-11-21 13:42:04,915 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-19 +2024-11-21 13:42:04,916 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-19 +2024-11-21 13:42:04,918 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-19 +2024-11-21 13:42:04,920 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-19 +2024-11-21 13:42:04,922 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-19 +2024-11-21 13:42:04,927 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-19 +2024-11-21 13:42:04,932 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-19 +2024-11-21 13:42:04,934 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-19 +2024-11-21 13:42:04,936 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-18 +2024-11-21 13:42:04,937 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-19 +2024-11-21 13:42:04,940 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-19 +2024-11-21 13:42:04,943 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-19 +2024-11-21 13:42:04,946 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 13:42:04,948 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-19 +2024-11-21 13:42:04,950 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-18 +2024-11-21 13:42:04,951 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-19 +2024-11-21 13:42:04,952 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-19 +2024-11-21 13:42:04,953 - my_logger - INFO - Column DFL was last updated at 2024-11-19 +2024-11-21 13:42:04,957 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-19 +2024-11-21 13:42:04,961 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-20 +2024-11-21 13:42:04,966 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-19 +2024-11-21 13:42:04,967 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-19 +2024-11-21 13:42:04,969 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 +2024-11-21 13:42:04,971 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-19 +2024-11-21 13:42:04,976 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-19 +2024-11-21 13:42:04,979 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-19 +2024-11-21 13:42:04,982 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-19 +2024-11-21 13:42:04,984 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-19 +2024-11-21 13:42:04,985 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-19 +2024-11-21 13:42:04,986 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-19 +2024-11-21 13:42:04,988 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-20 +2024-11-21 13:42:04,994 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 +2024-11-21 13:42:04,996 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-21 13:42:04,997 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-20 +2024-11-21 13:42:04,998 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-18 +2024-11-21 13:42:05,001 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 +2024-11-21 13:42:05,002 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-19 +2024-11-21 13:42:05,004 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-20 +2024-11-21 13:42:05,005 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-21 13:42:05,011 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-19 +2024-11-21 13:42:05,013 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-20 +2024-11-21 13:42:05,016 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 13:42:05,017 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-18 +2024-11-21 13:42:05,019 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-18 +2024-11-21 13:42:05,020 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-18 +2024-11-21 13:42:05,026 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-18 +2024-11-21 13:42:05,030 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-19 +2024-11-21 13:42:05,032 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-18 +2024-11-21 13:42:05,034 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 13:42:05,035 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-18 +2024-11-21 13:42:05,036 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 +2024-11-21 13:42:05,039 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-19 +2024-11-21 13:42:05,045 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-19 +2024-11-21 13:42:05,047 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-19 +2024-11-21 13:42:05,048 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 +2024-11-21 13:42:05,050 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-19 +2024-11-21 13:42:05,051 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-19 +2024-11-21 13:42:05,053 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 13:42:05,055 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-19 +2024-11-21 13:42:05,060 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 13:42:05,062 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-19 +2024-11-21 13:42:05,064 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-19 +2024-11-21 13:42:05,067 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-19 +2024-11-21 13:42:05,068 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 13:42:05,071 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-19 +2024-11-21 13:42:05,076 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-19 +2024-11-21 13:42:05,079 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-19 +2024-11-21 13:42:05,082 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-19 +2024-11-21 13:42:05,085 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-19 +2024-11-21 13:42:05,088 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-19 +2024-11-21 13:42:05,092 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-19 +2024-11-21 13:42:05,094 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 13:42:05,095 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 13:42:05,099 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-19 +2024-11-21 13:42:05,101 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-18 +2024-11-21 13:42:05,102 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-19 +2024-11-21 13:42:05,104 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-19 +2024-11-21 13:42:05,105 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-19 +2024-11-21 13:42:05,109 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-19 +2024-11-21 13:42:05,111 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-19 +2024-11-21 13:42:05,113 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-19 +2024-11-21 13:42:05,116 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-19 +2024-11-21 13:42:05,118 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-19 +2024-11-21 13:42:05,120 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-19 +2024-11-21 13:42:05,121 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-19 +2024-11-21 13:42:05,126 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-19 +2024-11-21 13:42:05,130 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-19 +2024-11-21 13:42:05,132 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-19 +2024-11-21 13:42:05,133 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 13:42:05,135 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 13:42:05,137 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 13:42:05,138 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-20 +2024-11-21 13:42:05,143 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-20 +2024-11-21 13:42:05,146 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-20 +2024-11-21 13:42:05,148 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-20 +2024-11-21 13:42:05,150 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-21 13:42:05,153 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-21 13:42:05,154 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-21 13:42:05,160 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-21 13:42:05,162 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-21 13:42:05,165 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-21 13:42:05,167 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-19 +2024-11-21 13:42:05,168 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-19 +2024-11-21 13:42:05,171 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-18 +2024-11-21 13:42:05,176 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-19 +2024-11-21 13:42:05,179 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-19 +2024-11-21 13:42:05,182 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-21 13:42:05,185 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-21 13:42:05,187 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-19 +2024-11-21 13:42:05,188 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-19 +2024-11-21 13:42:05,194 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-19 +2024-11-21 13:42:05,196 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-19 +2024-11-21 13:42:05,199 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-19 +2024-11-21 13:42:05,200 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-19 +2024-11-21 13:42:05,202 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-19 +2024-11-21 13:42:05,204 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 13:42:05,209 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 13:42:05,212 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 13:42:05,214 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 13:42:05,216 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 +2024-11-21 13:42:05,218 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 +2024-11-21 13:42:05,220 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 +2024-11-21 13:42:05,221 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 13:42:05,226 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 13:42:05,231 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 13:42:05,233 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 13:42:05,234 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 13:42:05,236 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 +2024-11-21 13:42:05,238 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 13:42:05,243 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 13:42:05,245 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 +2024-11-21 13:42:05,248 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 13:42:05,251 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 13:42:05,253 - my_logger - INFO - Column ò was last updated at 2024-11-08 +2024-11-21 13:42:05,254 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 +2024-11-21 13:42:05,257 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 13:42:05,262 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 13:42:05,264 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 13:42:05,266 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 13:42:05,267 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 13:42:05,275 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 13:42:05,282 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 13:42:05,285 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 13:42:05,287 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 13:42:05,291 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 13:42:05,296 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 13:42:05,297 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 13:42:05,299 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 13:42:05,302 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 13:42:05,304 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 13:42:05,307 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 13:42:05,312 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 13:42:05,313 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 13:42:05,315 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 13:42:05,318 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 13:42:05,319 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 13:42:05,321 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 13:42:05,326 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 13:42:05,330 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 13:42:05,333 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 13:42:05,334 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 +2024-11-21 13:42:05,336 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 13:42:05,337 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 +2024-11-21 13:42:05,339 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 13:42:05,344 - my_logger - INFO - Column was last updated at 2024-11-08 +2024-11-21 13:42:05,347 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 +2024-11-21 13:42:05,349 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 13:42:05,351 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 13:42:05,352 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 +2024-11-21 13:42:05,354 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-21 13:42:05,357 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-21 13:42:05,363 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-21 13:42:05,365 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 +2024-11-21 13:42:05,367 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-21 13:42:05,368 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 +2024-11-21 13:42:05,370 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 +2024-11-21 13:42:05,372 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 +2024-11-21 13:42:05,377 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 +2024-11-21 13:42:05,378 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 +2024-11-21 13:42:05,381 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 +2024-11-21 13:42:05,383 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-18 +2024-11-21 13:42:05,386 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-18 +2024-11-21 13:42:05,387 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 +2024-11-21 13:42:05,389 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 +2024-11-21 13:42:05,394 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 +2024-11-21 13:42:05,398 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 +2024-11-21 13:42:05,400 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-21 13:42:05,401 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-21 13:42:05,403 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 13:42:05,404 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,408 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 13:42:05,412 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 13:42:05,414 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,414 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,417 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,418 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,420 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,426 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,430 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,432 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 13:42:05,435 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,437 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 13:42:05,438 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,444 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 13:42:05,447 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,448 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 13:42:05,450 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,452 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,454 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,456 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,462 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,465 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 13:42:05,467 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,469 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,474 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,478 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,482 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,483 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,485 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,488 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,493 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,497 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,498 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,500 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,502 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,504 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,507 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,512 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,514 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,515 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,518 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,519 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,521 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,525 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,528 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:42:05,531 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,533 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 13:42:05,535 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,537 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,539 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,545 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,548 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,552 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 13:42:05,553 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,555 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,560 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,562 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,564 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,566 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 13:42:05,569 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,571 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,575 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,579 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,582 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,584 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,587 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,589 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,593 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,595 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,598 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,600 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,601 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,603 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,605 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,609 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,614 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,615 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,617 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,619 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,621 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:42:05,624 - my_logger - INFO - Column ˮλ was last updated at 2024-11-19 +2024-11-21 13:42:05,629 - my_logger - INFO - Column ovx index was last updated at 2024-11-19 +2024-11-21 13:42:05,631 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-19 +2024-11-21 13:42:05,633 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-19 +2024-11-21 13:42:05,635 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-19 +2024-11-21 13:42:05,637 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-19 +2024-11-21 13:42:05,640 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 +2024-11-21 13:42:05,646 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 13:42:05,648 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 13:42:05,651 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 13:42:05,652 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-18 +2024-11-21 13:42:05,654 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-19 +2024-11-21 13:42:05,657 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-19 +2024-11-21 13:42:05,666 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 13:42:05,669 - my_logger - INFO - ɾԤǰ(2516, 504) +2024-11-21 13:42:05,675 - my_logger - INFO - ɾԤ(2516, 431) +2024-11-21 13:42:05,677 - my_logger - INFO - ϴԤϢ +2024-11-21 13:42:05,925 - my_logger - INFO - Ԥϴ... +2024-11-21 13:42:05,926 - my_logger - INFO - token:eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWIiOiJhcGlfdGVzdCIsInRoIjoiOGE0NTc3ZGJkOTE5Njc1NzU4ZDU3OTk5YTFlODkxZmUiLCJsdCI6ImFwaSIsImlzcyI6IiIsInRtIjoiUEMiLCJleHAiOjE3MzIyMDM3MjUsImp0aSI6IjRiMjdmMjM4YWEzZDRjNTNiMzQ0MzRmZmMwMTE4MzgzIn0.N13AOOPOn0YGALFP8EeSM_ALMctlHnxjV-GUP0bifm8 +2024-11-21 13:42:05,930 - my_logger - INFO - warning_data:{'funcModule': 'ԭͣԤ', 'funcOperation': 'ԭͣԤ', 'data': {'WARNING_TYPE_NAME': 'ͣԤ', 'WARNING_CONTENT': ' ͣ Ԥ ʱ \n 2220 2018-10-27 2018-10-24 1.0 ŷBrent211\n 1025 2022-02-03 2022-01-31 1.0 W-BԾԼ۲\n 1025 2022-02-03 2022-01-31 1.0 B-WԾԼ۲\n 736 2022-11-19 2022-11-16 1.0 Brent/ϰԭˮ\n 688 2023-01-06 2023-01-03 1.0 PVMDubaiEFS/SwapvsICEFirstMonthBrent\n 448 2023-09-03 2023-08-31 1.0 RBOBڻ2309·ݺԼ۸\n 295 2024-02-03 2024-01-31 1.0 ī87#ֻ۸\n 267 2024-03-02 2024-02-28 1.0 Ebob1Լ\n 225 2024-04-13 2024-04-10 1.0 йִ\n 93 2024-08-23 2024-08-20 1.0 Kpler-;ԭ\n 86 2023-04-15 2023-03-31 7.0 ԭͣʣܣ\n 68 2023-08-19 2023-08-04 7.0 ԭͣۿڿ棺йܣ\n 30 2024-05-13 2024-04-28 7.0 ж-ܶԭͺ˳\n 26 2024-06-08 2024-05-24 7.0 ԭͣɽۿڣ棺¿ھܣ\n 26 2024-06-08 2024-05-24 7.0 ԭͣɽۿڣ棺¿ھܣ/3\n 23 2024-06-29 2024-06-14 7.0 :ͳͶʹ::ֵ\n 23 2024-06-29 2024-06-14 7.0 ::ͳͶʹ::ֵ\n 23 2024-06-29 2024-06-14 7.0 :ɽ:ͳͶʹ::ֵ\n 23 2024-06-29 2024-06-14 7.0 :īذ:ͳͶʹ::ֵ\n 23 2024-06-29 2024-06-14 7.0 ::ͳͶʹ::ֵ\n 23 2024-06-29 2024-06-14 7.0 ::ͳͶʹ::ֵ\n 22 2024-11-02 2024-10-30 1.0 Brentc102:30̼ͺ1\n 22 2023-10-09 2023-08-27 21.0 ж-Ҳܶԭͺ˳\n 22 2024-11-02 2024-10-30 1.0 EFSc202:30̼ͺ1\n 22 2024-11-02 2024-10-30 1.0 EFSc102:30̼ͺ1\n 22 2024-11-02 2024-10-30 1.0 Brentc202:30̼ͺ1\n 21 2024-11-03 2024-10-31 1.0 Brentc2-c3(B)\n 21 2024-11-03 2024-10-31 1.0 WTIc2-c3(B)\n 18 2024-08-05 2024-07-21 7.0 ȫԭͿ棨޳\n 13 2024-09-09 2024-08-25 7.0 Kpler-ԭ;ڣܶȣ\n 8 2024-11-16 2024-11-13 1.0 SCȼ\n 8 2024-11-16 2024-11-13 1.0 CFR/ԭͱȼ\n 8 2024-11-16 2024-11-13 1.0 ԭͣʣDESۣίգ\n 8 2024-10-12 2024-09-27 7.0 īԭ\n 8 2024-11-16 2024-11-13 1.0 ԭֻۣͣɽգ\n 7 2024-10-19 2024-10-04 7.0 Ͳռ\n 7 2024-11-17 2024-11-14 1.0 OMANԭͣʣԶֻDESۣɽգ\n 7 2024-10-19 2024-10-04 7.0 Ͳռ\n 6 2024-11-18 2024-11-15 1.0 DFL(ڲ-ڻC1\n 6 2024-11-18 2024-11-15 1.0 DFL(Dated-أ\n 3 2024-11-18 2024-11-03 7.0 ܶԭͺ˳\n 3 2024-11-21 2024-11-18 1.0 VLCC:ж-й\n 3 2024-11-21 2024-11-18 1.0 Suezmax-к\n 3 2024-11-21 2024-11-18 1.0 WTI24Լ\n 3 2024-11-18 2024-11-03 7.0 -յܶԭͺ˳\n 3 2024-11-18 2024-11-03 7.0 ܶԭͺ˳\n 3 2024-11-18 2024-11-03 7.0 -ܶԭͺ˳\n 3 2024-11-21 2024-11-18 1.0 WTIԭCushing-C1\n 3 2024-11-21 2024-11-18 1.0 SCc1ҹ-Brentc1()*\n 3 2024-11-18 2024-11-03 7.0 -͸絺ܶԭͺ˳\n 3 2024-11-21 2024-11-18 1.0 SC/ZCԾԼ\n 3 2024-11-21 2024-11-18 1.0 SC۲\n 3 2024-11-18 2024-11-03 7.0 ܶԭͺ˽\n 3 2024-11-18 2024-11-03 7.0 Ϸܶԭͺ˽\n 3 2024-11-18 2024-11-03 7.0 Խܶԭͺ˽\n 3 2024-11-21 2024-11-18 1.0 BU-SCԾԼ\n 3 2024-11-21 2024-11-18 1.0 SCc2ҹ-Brentc1()*\n 3 2024-11-21 2024-11-18 1.0 MEHԭֻ۸壩\n 3 2024-11-21 2024-11-18 1.0 SCc2ҹ-Brentc2()*\n 3 2024-11-21 2024-11-18 1.0 Brentc2-c3()\n 3 2024-11-21 2024-11-18 1.0 SCڻ10ڹ׼\n 3 2024-11-21 2024-11-18 1.0 SCc1-SCc2(ҹ)ͺ1\n 3 2024-11-21 2024-11-18 1.0 MARSˮWTI\n 3 2024-11-21 2024-11-18 1.0 SCڻ1000ٷλ\n 3 2024-11-21 2024-11-18 1.0 SCֵͰ\n 3 2024-11-21 2024-11-18 1.0 MARSԭֻ۸\n 3 2024-11-21 2024-11-18 1.0 LLSԭֻ۸\n 3 2024-11-21 2024-11-18 1.0 WTIԭֻ۸Cushing\n 3 2024-11-21 2024-11-18 1.0 ŷ޲ֻ۸\n 3 2024-11-21 2024-11-18 1.0 Midlandԭֻ۸\n 3 2024-11-21 2024-11-18 1.0 ֻ۸\n 3 2024-11-21 2024-11-18 1.0 LLS-Brent۲\n 3 2024-11-21 2024-11-18 1.0 lmcads03lmecomdty', 'WARNING_DATE': '2024-11-21 13:42:05'}} +2024-11-21 13:42:06,768 - my_logger - INFO - ϴԤϢɹ +2024-11-21 13:42:06,768 - my_logger - INFO - ɾ²ǰ(2516, 431) +2024-11-21 13:42:07,199 - my_logger - INFO - ɾ²(2516, 427) +2024-11-21 13:42:07,203 - my_logger - INFO - ɾԤΪֵк(1780, 427) +2024-11-21 13:42:07,206 - my_logger - INFO - ɾȫΪֵк(1780, 356) +2024-11-21 13:42:11,886 - my_logger - INFO - ն(224) ܶ(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 +.. ... ... ... +219 C2403128043 +220 C2403150124 +221 FVHCM1 INDEX +222 GC1 COMB Comdty +223 C2404167855 + +[224 rows x 3 columns] +2024-11-21 13:42:11,902 - my_logger - INFO - Ϣܹ353,ն(224),ܶ(130),61(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 13:42:11,903 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 13:42:13,494 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '73.35' WHERE ds = '2024-11-19 00:00:00' +2024-11-21 13:42:13,498 - my_logger - INFO - ʼѵģ... +2024-11-21 13:42:13,498 - my_logger - INFO - ģѵ +2024-11-21 13:42:13,500 - my_logger - INFO - ѵݻͼing +2024-11-21 13:42:14,400 - 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' +2024-11-21 13:43:49,774 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 13:43:49,775 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 13:44:37,185 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:44:37,189 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:44:37,192 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:44:37,195 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:44:37,197 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:44:37,200 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:44:37,204 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 +2024-11-21 13:44:37,208 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 13:44:37,211 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 13:44:37,215 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 +2024-11-21 13:44:37,219 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 +2024-11-21 13:44:37,221 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 +2024-11-21 13:44:37,222 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 13:44:37,225 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 13:44:37,228 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 13:44:37,233 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 13:44:37,235 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 13:44:37,236 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 13:44:37,238 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 +2024-11-21 13:44:37,242 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 +2024-11-21 13:44:37,244 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 13:44:37,245 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 13:44:37,248 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 +2024-11-21 13:44:37,252 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 13:44:37,255 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 +2024-11-21 13:44:37,256 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 +2024-11-21 13:44:37,261 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 +2024-11-21 13:44:37,264 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 +2024-11-21 13:44:37,265 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 +2024-11-21 13:44:37,268 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-21 13:44:37,269 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-21 13:44:37,270 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 13:44:37,274 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 13:44:37,278 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-20 +2024-11-21 13:44:37,281 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-20 +2024-11-21 13:44:37,283 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-20 +2024-11-21 13:44:37,284 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-19 +2024-11-21 13:44:37,287 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-19 +2024-11-21 13:44:37,290 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-19 +2024-11-21 13:44:37,293 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-19 +2024-11-21 13:44:37,298 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-19 +2024-11-21 13:44:37,300 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-19 +2024-11-21 13:44:37,301 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-19 +2024-11-21 13:44:37,303 - my_logger - INFO - Column ͵һ was last updated at 2024-11-19 +2024-11-21 13:44:37,305 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 13:44:37,308 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 13:44:37,313 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-19 +2024-11-21 13:44:37,315 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-19 +2024-11-21 13:44:37,318 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-19 +2024-11-21 13:44:37,320 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-19 +2024-11-21 13:44:37,321 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-19 +2024-11-21 13:44:37,324 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-19 +2024-11-21 13:44:37,326 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-19 +2024-11-21 13:44:37,329 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-19 +2024-11-21 13:44:37,334 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-19 +2024-11-21 13:44:37,336 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 13:44:37,337 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 13:44:37,340 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 13:44:37,342 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 13:44:37,346 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-19 +2024-11-21 13:44:37,349 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-19 +2024-11-21 13:44:37,351 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-19 +2024-11-21 13:44:37,353 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-19 +2024-11-21 13:44:37,354 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-19 +2024-11-21 13:44:37,356 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-19 +2024-11-21 13:44:37,358 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-19 +2024-11-21 13:44:37,362 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-19 +2024-11-21 13:44:37,365 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-19 +2024-11-21 13:44:37,365 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-19 +2024-11-21 13:44:37,368 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-19 +2024-11-21 13:44:37,370 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 13:44:37,372 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-19 +2024-11-21 13:44:37,374 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-19 +2024-11-21 13:44:37,379 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 13:44:37,381 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-19 +2024-11-21 13:44:37,383 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-19 +2024-11-21 13:44:37,385 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-19 +2024-11-21 13:44:37,387 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-19 +2024-11-21 13:44:37,389 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-19 +2024-11-21 13:44:37,392 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-19 +2024-11-21 13:44:37,396 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-19 +2024-11-21 13:44:37,399 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 13:44:37,401 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 +2024-11-21 13:44:37,403 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 13:44:37,405 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 13:44:37,427 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 13:44:37,454 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-19 +2024-11-21 13:44:37,464 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-19 +2024-11-21 13:44:37,468 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-20 +2024-11-21 13:44:37,475 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-20 +2024-11-21 13:44:37,488 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 13:44:37,492 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 13:44:37,496 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 +2024-11-21 13:44:37,498 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 13:44:37,501 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 13:44:37,503 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 13:44:37,505 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 +2024-11-21 13:44:37,508 - my_logger - INFO - Column y was last updated at 2024-11-19 +2024-11-21 13:44:37,511 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 13:44:37,514 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-19 +2024-11-21 13:44:37,516 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-19 +2024-11-21 13:44:37,518 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-20 +2024-11-21 13:44:37,519 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-19 +2024-11-21 13:44:37,522 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-19 +2024-11-21 13:44:37,524 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-19 +2024-11-21 13:44:37,528 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-19 +2024-11-21 13:44:37,530 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-19 +2024-11-21 13:44:37,534 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-19 +2024-11-21 13:44:37,536 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-19 +2024-11-21 13:44:37,538 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-19 +2024-11-21 13:44:37,541 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-19 +2024-11-21 13:44:37,545 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-19 +2024-11-21 13:44:37,548 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-19 +2024-11-21 13:44:37,551 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-19 +2024-11-21 13:44:37,552 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-19 +2024-11-21 13:44:37,555 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-19 +2024-11-21 13:44:37,557 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 13:44:37,559 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 13:44:37,563 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-20 +2024-11-21 13:44:37,564 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 13:44:37,567 - my_logger - INFO - Column Brent* was last updated at 2024-11-19 +2024-11-21 13:44:37,569 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 13:44:37,571 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 13:44:37,572 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 13:44:37,574 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-19 +2024-11-21 13:44:37,580 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-21 13:44:37,582 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-21 13:44:37,585 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-21 13:44:37,586 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-19 +2024-11-21 13:44:37,588 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-19 +2024-11-21 13:44:37,589 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-19 +2024-11-21 13:44:37,593 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 13:44:37,596 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 13:44:37,599 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 13:44:37,600 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 13:44:37,602 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-19 +2024-11-21 13:44:37,604 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 13:44:37,606 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-19 +2024-11-21 13:44:37,609 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-19 +2024-11-21 13:44:37,615 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-19 +2024-11-21 13:44:37,617 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-19 +2024-11-21 13:44:37,618 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-19 +2024-11-21 13:44:37,620 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-19 +2024-11-21 13:44:37,622 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-21 13:44:37,626 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-21 13:44:37,630 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-19 +2024-11-21 13:44:37,633 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 13:44:37,634 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 13:44:37,635 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-21 13:44:37,637 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-21 13:44:37,640 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-21 13:44:37,642 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 +2024-11-21 13:44:37,647 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 +2024-11-21 13:44:37,648 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-21 13:44:37,652 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 +2024-11-21 13:44:37,654 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 +2024-11-21 13:44:37,656 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 +2024-11-21 13:44:37,659 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 +2024-11-21 13:44:37,663 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 +2024-11-21 13:44:37,665 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 +2024-11-21 13:44:37,667 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-21 13:44:37,669 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 +2024-11-21 13:44:37,671 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 +2024-11-21 13:44:37,674 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 13:44:37,677 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 13:44:37,680 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 13:44:37,683 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 +2024-11-21 13:44:37,685 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-21 13:44:37,686 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-21 13:44:37,688 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 13:44:37,692 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 13:44:37,695 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 13:44:37,697 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 13:44:37,700 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 13:44:37,702 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 13:44:37,703 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 13:44:37,705 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 13:44:37,706 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 13:44:37,713 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 13:44:37,716 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-21 13:44:37,719 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 +2024-11-21 13:44:37,723 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 +2024-11-21 13:44:37,728 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 +2024-11-21 13:44:37,731 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 +2024-11-21 13:44:37,733 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 +2024-11-21 13:44:37,735 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 +2024-11-21 13:44:37,737 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 +2024-11-21 13:44:37,738 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 +2024-11-21 13:44:37,741 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-21 13:44:37,747 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-21 13:44:37,749 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-21 13:44:37,753 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-21 13:44:37,755 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 +2024-11-21 13:44:37,757 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-21 13:44:37,763 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 +2024-11-21 13:44:37,766 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 13:44:37,768 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-19 +2024-11-21 13:44:37,771 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-19 +2024-11-21 13:44:37,773 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-19 +2024-11-21 13:44:37,778 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-19 +2024-11-21 13:44:37,782 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-19 +2024-11-21 13:44:37,785 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 13:44:37,787 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 13:44:37,789 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-19 +2024-11-21 13:44:37,792 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-19 +2024-11-21 13:44:37,797 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-19 +2024-11-21 13:44:37,799 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-19 +2024-11-21 13:44:37,801 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-19 +2024-11-21 13:44:37,803 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-19 +2024-11-21 13:44:37,804 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-19 +2024-11-21 13:44:37,807 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-19 +2024-11-21 13:44:37,812 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-19 +2024-11-21 13:44:37,815 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-19 +2024-11-21 13:44:37,818 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-19 +2024-11-21 13:44:37,820 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-19 +2024-11-21 13:44:37,822 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-19 +2024-11-21 13:44:37,825 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-19 +2024-11-21 13:44:37,827 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-19 +2024-11-21 13:44:37,831 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-19 +2024-11-21 13:44:37,833 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-19 +2024-11-21 13:44:37,835 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-19 +2024-11-21 13:44:37,837 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-19 +2024-11-21 13:44:37,841 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-19 +2024-11-21 13:44:37,844 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-19 +2024-11-21 13:44:37,849 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-19 +2024-11-21 13:44:37,851 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-18 +2024-11-21 13:44:37,852 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-19 +2024-11-21 13:44:37,855 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-19 +2024-11-21 13:44:37,858 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-19 +2024-11-21 13:44:37,861 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 13:44:37,863 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-19 +2024-11-21 13:44:37,866 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-18 +2024-11-21 13:44:37,868 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-19 +2024-11-21 13:44:37,870 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-19 +2024-11-21 13:44:37,873 - my_logger - INFO - Column DFL was last updated at 2024-11-19 +2024-11-21 13:44:37,880 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-19 +2024-11-21 13:44:37,882 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-20 +2024-11-21 13:44:37,884 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-19 +2024-11-21 13:44:37,886 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-19 +2024-11-21 13:44:37,889 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 +2024-11-21 13:44:37,893 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-19 +2024-11-21 13:44:37,896 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-19 +2024-11-21 13:44:37,899 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-19 +2024-11-21 13:44:37,900 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-19 +2024-11-21 13:44:37,903 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-19 +2024-11-21 13:44:37,904 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-19 +2024-11-21 13:44:37,906 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-19 +2024-11-21 13:44:37,908 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-20 +2024-11-21 13:44:37,911 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 +2024-11-21 13:44:37,915 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-21 13:44:37,917 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-20 +2024-11-21 13:44:37,918 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-18 +2024-11-21 13:44:37,921 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 +2024-11-21 13:44:37,923 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-19 +2024-11-21 13:44:37,927 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-20 +2024-11-21 13:44:37,931 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-21 13:44:37,934 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-19 +2024-11-21 13:44:37,936 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-20 +2024-11-21 13:44:37,937 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 13:44:37,939 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-18 +2024-11-21 13:44:37,941 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-18 +2024-11-21 13:44:37,945 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-18 +2024-11-21 13:44:37,948 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-18 +2024-11-21 13:44:37,950 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-19 +2024-11-21 13:44:37,952 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-18 +2024-11-21 13:44:37,954 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 13:44:37,956 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-18 +2024-11-21 13:44:37,958 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 +2024-11-21 13:44:37,963 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-19 +2024-11-21 13:44:37,966 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-19 +2024-11-21 13:44:37,968 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-19 +2024-11-21 13:44:37,970 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 +2024-11-21 13:44:37,972 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-19 +2024-11-21 13:44:37,974 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-19 +2024-11-21 13:44:37,978 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 13:44:37,982 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-19 +2024-11-21 13:44:37,984 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 13:44:37,986 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-19 +2024-11-21 13:44:37,987 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-19 +2024-11-21 13:44:37,989 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-19 +2024-11-21 13:44:37,994 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 13:44:37,999 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-19 +2024-11-21 13:44:38,001 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-19 +2024-11-21 13:44:38,003 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-19 +2024-11-21 13:44:38,004 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-19 +2024-11-21 13:44:38,006 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-19 +2024-11-21 13:44:38,012 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-19 +2024-11-21 13:44:38,015 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-19 +2024-11-21 13:44:38,018 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 13:44:38,019 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 13:44:38,021 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-19 +2024-11-21 13:44:38,023 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-18 +2024-11-21 13:44:38,030 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-19 +2024-11-21 13:44:38,033 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-19 +2024-11-21 13:44:38,035 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-19 +2024-11-21 13:44:38,037 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-19 +2024-11-21 13:44:38,040 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-19 +2024-11-21 13:44:38,042 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-19 +2024-11-21 13:44:38,047 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-19 +2024-11-21 13:44:38,049 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-19 +2024-11-21 13:44:38,052 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-19 +2024-11-21 13:44:38,053 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-19 +2024-11-21 13:44:38,057 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-19 +2024-11-21 13:44:38,062 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-19 +2024-11-21 13:44:38,064 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-19 +2024-11-21 13:44:38,066 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 13:44:38,067 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 13:44:38,071 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 13:44:38,073 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-20 +2024-11-21 13:44:38,076 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-20 +2024-11-21 13:44:38,079 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-20 +2024-11-21 13:44:38,082 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-20 +2024-11-21 13:44:38,083 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-21 13:44:38,086 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-21 13:44:38,088 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-21 13:44:38,091 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-21 13:44:38,093 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-21 13:44:38,096 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-21 13:44:38,099 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-19 +2024-11-21 13:44:38,102 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-19 +2024-11-21 13:44:38,104 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-18 +2024-11-21 13:44:38,106 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-19 +2024-11-21 13:44:38,109 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-19 +2024-11-21 13:44:38,114 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-21 13:44:38,117 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-21 13:44:38,119 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-19 +2024-11-21 13:44:38,121 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-19 +2024-11-21 13:44:38,124 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-19 +2024-11-21 13:44:38,128 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-19 +2024-11-21 13:44:38,131 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-19 +2024-11-21 13:44:38,133 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-19 +2024-11-21 13:44:38,135 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-19 +2024-11-21 13:44:38,137 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 13:44:38,138 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 13:44:38,141 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 13:44:38,145 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 13:44:38,148 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 +2024-11-21 13:44:38,152 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 +2024-11-21 13:44:38,155 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 +2024-11-21 13:44:38,158 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 13:44:38,163 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 13:44:38,166 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 13:44:38,168 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 13:44:38,169 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 13:44:38,170 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 +2024-11-21 13:44:38,173 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 13:44:38,179 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 13:44:38,183 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 +2024-11-21 13:44:38,185 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 13:44:38,187 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 13:44:38,190 - my_logger - INFO - Column ò was last updated at 2024-11-08 +2024-11-21 13:44:38,196 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 +2024-11-21 13:44:38,198 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 13:44:38,200 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 13:44:38,201 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 13:44:38,203 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 13:44:38,205 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 13:44:38,208 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 13:44:38,212 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 13:44:38,215 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 13:44:38,217 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 13:44:38,219 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 13:44:38,221 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 13:44:38,224 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 13:44:38,230 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 13:44:38,233 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 13:44:38,235 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 13:44:38,237 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 13:44:38,239 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 13:44:38,243 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 13:44:38,247 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 13:44:38,250 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 13:44:38,252 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 13:44:38,254 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 13:44:38,255 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 13:44:38,258 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 13:44:38,262 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 13:44:38,264 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 +2024-11-21 13:44:38,266 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 13:44:38,268 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 +2024-11-21 13:44:38,268 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 13:44:38,271 - my_logger - INFO - Column was last updated at 2024-11-08 +2024-11-21 13:44:38,274 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 +2024-11-21 13:44:38,278 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 13:44:38,281 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 13:44:38,283 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 +2024-11-21 13:44:38,286 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-21 13:44:38,288 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-21 13:44:38,292 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-21 13:44:38,297 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 +2024-11-21 13:44:38,300 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-21 13:44:38,302 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 +2024-11-21 13:44:38,304 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 +2024-11-21 13:44:38,305 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 +2024-11-21 13:44:38,308 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 +2024-11-21 13:44:38,313 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 +2024-11-21 13:44:38,315 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 +2024-11-21 13:44:38,318 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-18 +2024-11-21 13:44:38,320 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-18 +2024-11-21 13:44:38,321 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 +2024-11-21 13:44:38,323 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 +2024-11-21 13:44:38,326 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 +2024-11-21 13:44:38,328 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 +2024-11-21 13:44:38,332 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-21 13:44:38,335 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-21 13:44:38,337 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 13:44:38,338 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,340 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 13:44:38,345 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 13:44:38,348 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,349 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,352 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,354 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,356 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,359 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,364 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,367 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 13:44:38,369 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,370 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 13:44:38,372 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,374 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 13:44:38,379 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,381 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 13:44:38,384 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,386 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,388 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,390 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,393 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,397 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 13:44:38,399 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,402 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,403 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,405 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,407 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,412 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,414 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,416 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,418 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,420 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,423 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,426 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,430 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,433 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,434 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,437 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,438 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,442 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,446 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,450 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,452 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,454 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,456 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:44:38,461 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,464 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 13:44:38,467 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,469 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,470 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,471 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,474 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,477 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 13:44:38,481 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,483 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,485 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,487 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,490 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,495 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 13:44:38,498 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,499 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,501 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,504 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,506 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,508 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,513 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,515 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,518 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,520 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,522 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,523 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,525 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,530 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,533 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,534 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,536 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,537 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,541 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,544 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,548 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:44:38,550 - my_logger - INFO - Column ˮλ was last updated at 2024-11-19 +2024-11-21 13:44:38,552 - my_logger - INFO - Column ovx index was last updated at 2024-11-19 +2024-11-21 13:44:38,554 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-19 +2024-11-21 13:44:38,556 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-19 +2024-11-21 13:44:38,558 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-19 +2024-11-21 13:44:38,564 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-19 +2024-11-21 13:44:38,566 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 +2024-11-21 13:44:38,568 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 13:44:38,570 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 13:44:38,572 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 13:44:38,573 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-18 +2024-11-21 13:44:38,579 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-19 +2024-11-21 13:44:38,582 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-19 +2024-11-21 13:44:38,586 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 13:44:38,588 - my_logger - INFO - ɾԤǰ(2516, 504) +2024-11-21 13:44:38,595 - my_logger - INFO - ɾԤ(2516, 431) +2024-11-21 13:44:38,597 - my_logger - INFO - ɾ²ǰ(2516, 431) +2024-11-21 13:44:39,050 - my_logger - INFO - ɾ²(2516, 427) +2024-11-21 13:44:39,054 - my_logger - INFO - ɾԤΪֵк(1780, 427) +2024-11-21 13:44:39,059 - my_logger - INFO - ɾȫΪֵк(1780, 356) +2024-11-21 13:44:43,046 - my_logger - INFO - ն(224) ܶ(130) ¶(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +219 C2403128043 +220 C2403150124 +221 FVHCM1 INDEX +222 GC1 COMB Comdty +223 C2404167855 + +[224 rows x 3 columns] +2024-11-21 13:44:43,062 - my_logger - INFO - Ϣܹ353,ն(224),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 13:44:43,063 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 13:44:44,106 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '73.35' WHERE ds = '2024-11-19 00:00:00' +2024-11-21 13:44:44,109 - my_logger - INFO - ʼѵģ... +2024-11-21 13:44:44,109 - my_logger - INFO - ģѵ +2024-11-21 13:44:44,110 - my_logger - INFO - ѵݻͼing +2024-11-21 13:44:44,902 - 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' +2024-11-21 13:44:46,528 - my_logger - INFO - ѵݻͼend +2024-11-21 13:44:46,528 - my_logger - INFO - ing +2024-11-21 13:44:46,806 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-21 13:44:49,421 - my_logger - INFO - ۸ָܺΪ67.3553417985951 +2024-11-21 13:44:49,424 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-21 13:44:51,572 - my_logger - INFO - ӦָܺΪ15.185628739201855 +2024-11-21 13:44:51,573 - my_logger - INFO - ʼֱָͼ +2024-11-21 13:44:54,413 - my_logger - INFO - ָܺΪ6.24635506638453 +2024-11-21 13:44:54,414 - my_logger - INFO - ʼƿֱָͼ +2024-11-21 13:44:56,308 - my_logger - INFO - ָܺΪ19.08669774926328 +2024-11-21 13:44:56,311 - my_logger - INFO - ʼڻгֱָͼ +2024-11-21 13:44:58,148 - my_logger - INFO - ڻгָܺΪ51.928047677314126 +2024-11-21 13:44:58,150 - my_logger - INFO - ʼֱָͼ +2024-11-21 13:44:58,466 - my_logger - INFO - ָܺΪ1.024712499327046 +2024-11-21 13:44:58,467 - my_logger - INFO - ʼƽֱָͼ +2024-11-21 13:45:00,708 - my_logger - INFO - ָܺΪ5.690866753195581 +2024-11-21 13:45:00,709 - my_logger - INFO - ʼֱָͼ +2024-11-21 13:45:02,644 - my_logger - INFO - ָܺΪ12.425850166531935 +2024-11-21 13:45:02,645 - my_logger - INFO - ʼܺ͵ͼ +2024-11-21 13:45:02,942 - my_logger - INFO - ܺ͵ͼ +2024-11-21 13:45:06,555 - my_logger - INFO - end +2024-11-21 13:45:06,555 - my_logger - INFO - ģѵ +2024-11-21 13:45:10,319 - my_logger - INFO - ʼͳɹ +2024-11-21 13:55:08,508 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 13:55:08,508 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 13:55:59,987 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:55:59,990 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:55:59,992 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:55:59,997 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:56:00,001 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:56:00,006 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 13:56:00,012 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 +2024-11-21 13:56:00,018 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 13:56:00,031 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 13:56:00,038 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 +2024-11-21 13:56:00,041 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 +2024-11-21 13:56:00,047 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 +2024-11-21 13:56:00,050 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 13:56:00,055 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 13:56:00,060 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 13:56:00,064 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 13:56:00,068 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 13:56:00,071 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 13:56:00,076 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 +2024-11-21 13:56:00,079 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 +2024-11-21 13:56:00,083 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 13:56:00,085 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 13:56:00,090 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 +2024-11-21 13:56:00,093 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 13:56:00,096 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 +2024-11-21 13:56:00,098 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 +2024-11-21 13:56:00,104 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 +2024-11-21 13:56:00,105 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 +2024-11-21 13:56:00,108 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 +2024-11-21 13:56:00,110 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-21 13:56:00,112 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-21 13:56:00,117 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 13:56:00,119 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 13:56:00,121 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-20 +2024-11-21 13:56:00,123 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-20 +2024-11-21 13:56:00,126 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-20 +2024-11-21 13:56:00,128 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-19 +2024-11-21 13:56:00,130 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-19 +2024-11-21 13:56:00,135 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-19 +2024-11-21 13:56:00,139 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-19 +2024-11-21 13:56:00,141 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-19 +2024-11-21 13:56:00,143 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-19 +2024-11-21 13:56:00,145 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-19 +2024-11-21 13:56:00,149 - my_logger - INFO - Column ͵һ was last updated at 2024-11-19 +2024-11-21 13:56:00,152 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 13:56:00,155 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 13:56:00,157 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-19 +2024-11-21 13:56:00,160 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-19 +2024-11-21 13:56:00,163 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-19 +2024-11-21 13:56:00,165 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-19 +2024-11-21 13:56:00,168 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-19 +2024-11-21 13:56:00,173 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-19 +2024-11-21 13:56:00,176 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-19 +2024-11-21 13:56:00,178 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-19 +2024-11-21 13:56:00,181 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-19 +2024-11-21 13:56:00,186 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 13:56:00,189 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 13:56:00,192 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 13:56:00,195 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 13:56:00,199 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-19 +2024-11-21 13:56:00,203 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-19 +2024-11-21 13:56:00,206 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-19 +2024-11-21 13:56:00,207 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-19 +2024-11-21 13:56:00,209 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-19 +2024-11-21 13:56:00,212 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-19 +2024-11-21 13:56:00,214 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-19 +2024-11-21 13:56:00,219 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-19 +2024-11-21 13:56:00,221 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-19 +2024-11-21 13:56:00,224 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-19 +2024-11-21 13:56:00,225 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-19 +2024-11-21 13:56:00,228 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 13:56:00,233 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-19 +2024-11-21 13:56:00,236 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-19 +2024-11-21 13:56:00,239 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 13:56:00,240 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-19 +2024-11-21 13:56:00,242 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-19 +2024-11-21 13:56:00,244 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-19 +2024-11-21 13:56:00,247 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-19 +2024-11-21 13:56:00,253 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-19 +2024-11-21 13:56:00,254 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-19 +2024-11-21 13:56:00,256 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-19 +2024-11-21 13:56:00,259 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 13:56:00,261 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 +2024-11-21 13:56:00,265 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 13:56:00,269 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 13:56:00,271 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 13:56:00,273 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-19 +2024-11-21 13:56:00,273 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-19 +2024-11-21 13:56:00,276 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-20 +2024-11-21 13:56:00,278 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-20 +2024-11-21 13:56:00,282 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 13:56:00,285 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 13:56:00,288 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 +2024-11-21 13:56:00,289 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 13:56:00,291 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 13:56:00,292 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 13:56:00,295 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 +2024-11-21 13:56:00,299 - my_logger - INFO - Column y was last updated at 2024-11-19 +2024-11-21 13:56:00,304 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 13:56:00,305 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-19 +2024-11-21 13:56:00,307 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-19 +2024-11-21 13:56:00,310 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-20 +2024-11-21 13:56:00,312 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-19 +2024-11-21 13:56:00,314 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-19 +2024-11-21 13:56:00,319 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-19 +2024-11-21 13:56:00,320 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-19 +2024-11-21 13:56:00,322 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-19 +2024-11-21 13:56:00,325 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-19 +2024-11-21 13:56:00,327 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-19 +2024-11-21 13:56:00,329 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-19 +2024-11-21 13:56:00,334 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-19 +2024-11-21 13:56:00,339 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-19 +2024-11-21 13:56:00,343 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-19 +2024-11-21 13:56:00,346 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-19 +2024-11-21 13:56:00,351 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-19 +2024-11-21 13:56:00,355 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-19 +2024-11-21 13:56:00,357 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 13:56:00,360 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 13:56:00,362 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-20 +2024-11-21 13:56:00,363 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 13:56:00,369 - my_logger - INFO - Column Brent* was last updated at 2024-11-19 +2024-11-21 13:56:00,371 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 13:56:00,373 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 13:56:00,374 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 13:56:00,376 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-19 +2024-11-21 13:56:00,377 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-21 13:56:00,380 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-21 13:56:00,386 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-21 13:56:00,389 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-19 +2024-11-21 13:56:00,391 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-19 +2024-11-21 13:56:00,393 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-19 +2024-11-21 13:56:00,395 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 13:56:00,398 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 13:56:00,403 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 13:56:00,405 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 13:56:00,406 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-19 +2024-11-21 13:56:00,409 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 13:56:00,410 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-19 +2024-11-21 13:56:00,412 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-19 +2024-11-21 13:56:00,415 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-19 +2024-11-21 13:56:00,419 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-19 +2024-11-21 13:56:00,421 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-19 +2024-11-21 13:56:00,423 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-19 +2024-11-21 13:56:00,425 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-21 13:56:00,426 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-21 13:56:00,429 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-19 +2024-11-21 13:56:00,432 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 13:56:00,437 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 13:56:00,439 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-21 13:56:00,441 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-21 13:56:00,443 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-21 13:56:00,445 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 +2024-11-21 13:56:00,449 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 +2024-11-21 13:56:00,453 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-21 13:56:00,456 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 +2024-11-21 13:56:00,458 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 +2024-11-21 13:56:00,460 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 +2024-11-21 13:56:00,463 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 +2024-11-21 13:56:00,464 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 +2024-11-21 13:56:00,469 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 +2024-11-21 13:56:00,471 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-21 13:56:00,473 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 +2024-11-21 13:56:00,473 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 +2024-11-21 13:56:00,476 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 13:56:00,480 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 13:56:00,485 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 13:56:00,487 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 +2024-11-21 13:56:00,490 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-21 13:56:00,492 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-21 13:56:00,494 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 13:56:00,496 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 13:56:00,500 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 13:56:00,503 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 13:56:00,505 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 13:56:00,506 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 13:56:00,509 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 13:56:00,510 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 13:56:00,513 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 13:56:00,516 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 13:56:00,520 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-21 13:56:00,521 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 +2024-11-21 13:56:00,522 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 +2024-11-21 13:56:00,524 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 +2024-11-21 13:56:00,526 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 +2024-11-21 13:56:00,527 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 +2024-11-21 13:56:00,530 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 +2024-11-21 13:56:00,534 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 +2024-11-21 13:56:00,537 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 +2024-11-21 13:56:00,539 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-21 13:56:00,541 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-21 13:56:00,542 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-21 13:56:00,543 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-21 13:56:00,546 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 +2024-11-21 13:56:00,550 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-21 13:56:00,553 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 +2024-11-21 13:56:00,555 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 13:56:00,557 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-19 +2024-11-21 13:56:00,558 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-19 +2024-11-21 13:56:00,560 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-19 +2024-11-21 13:56:00,561 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-19 +2024-11-21 13:56:00,563 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-19 +2024-11-21 13:56:00,569 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 13:56:00,570 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 13:56:00,572 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-19 +2024-11-21 13:56:00,573 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-19 +2024-11-21 13:56:00,575 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-19 +2024-11-21 13:56:00,577 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-19 +2024-11-21 13:56:00,579 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-19 +2024-11-21 13:56:00,586 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-19 +2024-11-21 13:56:00,588 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-19 +2024-11-21 13:56:00,591 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-19 +2024-11-21 13:56:00,592 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-19 +2024-11-21 13:56:00,596 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-19 +2024-11-21 13:56:00,600 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-19 +2024-11-21 13:56:00,603 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-19 +2024-11-21 13:56:00,605 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-19 +2024-11-21 13:56:00,607 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-19 +2024-11-21 13:56:00,609 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-19 +2024-11-21 13:56:00,611 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-19 +2024-11-21 13:56:00,613 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-19 +2024-11-21 13:56:00,619 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-19 +2024-11-21 13:56:00,623 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-19 +2024-11-21 13:56:00,624 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-19 +2024-11-21 13:56:00,626 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-19 +2024-11-21 13:56:00,629 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-19 +2024-11-21 13:56:00,633 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-18 +2024-11-21 13:56:00,637 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-19 +2024-11-21 13:56:00,639 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-19 +2024-11-21 13:56:00,641 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-19 +2024-11-21 13:56:00,642 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 13:56:00,647 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-19 +2024-11-21 13:56:00,650 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-18 +2024-11-21 13:56:00,652 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-19 +2024-11-21 13:56:00,654 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-19 +2024-11-21 13:56:00,656 - my_logger - INFO - Column DFL was last updated at 2024-11-19 +2024-11-21 13:56:00,658 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-19 +2024-11-21 13:56:00,659 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-20 +2024-11-21 13:56:00,662 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-19 +2024-11-21 13:56:00,664 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-19 +2024-11-21 13:56:00,666 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 +2024-11-21 13:56:00,670 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-19 +2024-11-21 13:56:00,672 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-19 +2024-11-21 13:56:00,673 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-19 +2024-11-21 13:56:00,676 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-19 +2024-11-21 13:56:00,677 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-19 +2024-11-21 13:56:00,680 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-19 +2024-11-21 13:56:00,685 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-19 +2024-11-21 13:56:00,689 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-20 +2024-11-21 13:56:00,691 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 +2024-11-21 13:56:00,694 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-21 13:56:00,695 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-20 +2024-11-21 13:56:00,699 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-18 +2024-11-21 13:56:00,702 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 +2024-11-21 13:56:00,704 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-19 +2024-11-21 13:56:00,706 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-20 +2024-11-21 13:56:00,709 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-21 13:56:00,710 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-19 +2024-11-21 13:56:00,713 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-20 +2024-11-21 13:56:00,717 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 13:56:00,719 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-18 +2024-11-21 13:56:00,723 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-18 +2024-11-21 13:56:00,725 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-18 +2024-11-21 13:56:00,728 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-18 +2024-11-21 13:56:00,732 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-19 +2024-11-21 13:56:00,737 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-18 +2024-11-21 13:56:00,739 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 13:56:00,743 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-18 +2024-11-21 13:56:00,748 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 +2024-11-21 13:56:00,753 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-19 +2024-11-21 13:56:00,759 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-19 +2024-11-21 13:56:00,764 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-19 +2024-11-21 13:56:00,772 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 +2024-11-21 13:56:00,775 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-19 +2024-11-21 13:56:00,778 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-19 +2024-11-21 13:56:00,782 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 13:56:00,787 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-19 +2024-11-21 13:56:00,790 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 13:56:00,793 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-19 +2024-11-21 13:56:00,795 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-19 +2024-11-21 13:56:00,800 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-19 +2024-11-21 13:56:00,803 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 13:56:00,805 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-19 +2024-11-21 13:56:00,808 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-19 +2024-11-21 13:56:00,810 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-19 +2024-11-21 13:56:00,814 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-19 +2024-11-21 13:56:00,818 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-19 +2024-11-21 13:56:00,821 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-19 +2024-11-21 13:56:00,824 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-19 +2024-11-21 13:56:00,826 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 13:56:00,827 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 13:56:00,831 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-19 +2024-11-21 13:56:00,834 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-18 +2024-11-21 13:56:00,838 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-19 +2024-11-21 13:56:00,841 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-19 +2024-11-21 13:56:00,842 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-19 +2024-11-21 13:56:00,845 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-19 +2024-11-21 13:56:00,847 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-19 +2024-11-21 13:56:00,851 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-19 +2024-11-21 13:56:00,853 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-19 +2024-11-21 13:56:00,855 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-19 +2024-11-21 13:56:00,857 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-19 +2024-11-21 13:56:00,858 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-19 +2024-11-21 13:56:00,860 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-19 +2024-11-21 13:56:00,862 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-19 +2024-11-21 13:56:00,869 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-19 +2024-11-21 13:56:00,871 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 13:56:00,873 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 13:56:00,877 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 13:56:00,879 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-20 +2024-11-21 13:56:00,882 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-20 +2024-11-21 13:56:00,887 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-20 +2024-11-21 13:56:00,890 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-20 +2024-11-21 13:56:00,892 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-21 13:56:00,893 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-21 13:56:00,896 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-21 13:56:00,898 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-21 13:56:00,902 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-21 13:56:00,905 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-21 13:56:00,906 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-19 +2024-11-21 13:56:00,908 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-19 +2024-11-21 13:56:00,910 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-18 +2024-11-21 13:56:00,912 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-19 +2024-11-21 13:56:00,915 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-19 +2024-11-21 13:56:00,919 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-21 13:56:00,921 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-21 13:56:00,924 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-19 +2024-11-21 13:56:00,925 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-19 +2024-11-21 13:56:00,927 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-19 +2024-11-21 13:56:00,929 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-19 +2024-11-21 13:56:00,935 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-19 +2024-11-21 13:56:00,937 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-19 +2024-11-21 13:56:00,940 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-19 +2024-11-21 13:56:00,941 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 13:56:00,943 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 13:56:00,945 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 13:56:00,949 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 13:56:00,953 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 +2024-11-21 13:56:00,955 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 +2024-11-21 13:56:00,957 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 +2024-11-21 13:56:00,960 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 13:56:00,961 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 13:56:00,964 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 13:56:00,969 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 13:56:00,971 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 13:56:00,974 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 +2024-11-21 13:56:00,975 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 13:56:00,976 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 13:56:00,979 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 +2024-11-21 13:56:00,983 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 13:56:00,986 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 13:56:00,989 - my_logger - INFO - Column ò was last updated at 2024-11-08 +2024-11-21 13:56:00,991 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 +2024-11-21 13:56:00,993 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 13:56:00,994 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 13:56:00,997 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 13:56:01,001 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 13:56:01,004 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 13:56:01,006 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 13:56:01,008 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 13:56:01,010 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 13:56:01,012 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 13:56:01,015 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 13:56:01,020 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 13:56:01,023 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 13:56:01,025 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 13:56:01,026 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 13:56:01,028 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 13:56:01,032 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 13:56:01,036 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 13:56:01,039 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 13:56:01,040 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 13:56:01,042 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 13:56:01,043 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 13:56:01,047 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 13:56:01,051 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 13:56:01,054 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 13:56:01,057 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 13:56:01,059 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 +2024-11-21 13:56:01,061 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 13:56:01,064 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 +2024-11-21 13:56:01,068 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 13:56:01,070 - my_logger - INFO - Column was last updated at 2024-11-08 +2024-11-21 13:56:01,071 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 +2024-11-21 13:56:01,074 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 13:56:01,075 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 13:56:01,078 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 +2024-11-21 13:56:01,081 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-21 13:56:01,085 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-21 13:56:01,089 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-21 13:56:01,091 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 +2024-11-21 13:56:01,094 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-21 13:56:01,096 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 +2024-11-21 13:56:01,100 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 +2024-11-21 13:56:01,102 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 +2024-11-21 13:56:01,103 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 +2024-11-21 13:56:01,106 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 +2024-11-21 13:56:01,108 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 +2024-11-21 13:56:01,110 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-18 +2024-11-21 13:56:01,113 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-18 +2024-11-21 13:56:01,116 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 +2024-11-21 13:56:01,119 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 +2024-11-21 13:56:01,121 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 +2024-11-21 13:56:01,123 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 +2024-11-21 13:56:01,125 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-21 13:56:01,127 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-21 13:56:01,129 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 13:56:01,133 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,137 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 13:56:01,141 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 13:56:01,143 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,146 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,151 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,153 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,155 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,156 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,159 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,160 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 13:56:01,161 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,164 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 13:56:01,167 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,171 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 13:56:01,174 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,176 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 13:56:01,179 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,181 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,186 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,190 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,192 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,193 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 13:56:01,194 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,198 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,201 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,204 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,206 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,208 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,209 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,211 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,213 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,256 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,264 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,273 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,276 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,291 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,293 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,296 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,300 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,305 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,308 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,310 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,313 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,317 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,320 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 13:56:01,323 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,326 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 13:56:01,328 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,331 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,338 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,340 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,342 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,344 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 13:56:01,346 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,350 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,354 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,356 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,358 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,360 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 13:56:01,362 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,368 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,370 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,372 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,375 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,376 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,380 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,385 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,388 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,390 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,392 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,394 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,396 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,401 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,404 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,405 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,407 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,409 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,411 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,413 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,417 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 13:56:01,420 - my_logger - INFO - Column ˮλ was last updated at 2024-11-19 +2024-11-21 13:56:01,422 - my_logger - INFO - Column ovx index was last updated at 2024-11-19 +2024-11-21 13:56:01,424 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-19 +2024-11-21 13:56:01,426 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-19 +2024-11-21 13:56:01,429 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-19 +2024-11-21 13:56:01,434 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-19 +2024-11-21 13:56:01,436 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 +2024-11-21 13:56:01,439 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 13:56:01,441 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 13:56:01,442 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 13:56:01,445 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-18 +2024-11-21 13:56:01,447 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-19 +2024-11-21 13:56:01,451 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-19 +2024-11-21 13:56:01,457 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 13:56:01,460 - my_logger - INFO - ɾԤǰ(2516, 504) +2024-11-21 13:56:01,466 - my_logger - INFO - ɾԤ(2516, 431) +2024-11-21 13:56:01,469 - my_logger - INFO - ɾ²ǰ(2516, 431) +2024-11-21 13:56:01,936 - my_logger - INFO - ɾ²(2516, 427) +2024-11-21 13:56:01,941 - my_logger - INFO - ɾԤΪֵк(1780, 427) +2024-11-21 13:56:01,945 - my_logger - INFO - ɾȫΪֵк(1780, 356) +2024-11-21 13:56:05,875 - my_logger - INFO - ն(224) ܶ(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 +.. ... ... ... +219 C2403128043 +220 C2403150124 +221 FVHCM1 INDEX +222 GC1 COMB Comdty +223 C2404167855 + +[224 rows x 3 columns] +2024-11-21 13:56:05,895 - my_logger - INFO - Ϣܹ353,ն(224),ܶ(130),61(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 13:56:05,896 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 13:56:06,967 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '73.35' WHERE ds = '2024-11-19 00:00:00' +2024-11-21 13:56:06,969 - my_logger - INFO - ʼѵģ... +2024-11-21 13:56:06,970 - my_logger - INFO - ģѵ +2024-11-21 13:56:06,970 - my_logger - INFO - ѵݻͼing +2024-11-21 13:56:07,777 - 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' +2024-11-21 13:56:09,425 - my_logger - INFO - ѵݻͼend +2024-11-21 13:56:09,425 - my_logger - INFO - ing +2024-11-21 13:56:09,670 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-21 13:56:11,796 - my_logger - INFO - ۸ָܺΪ67.3553417985951 +2024-11-21 13:56:11,798 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-21 13:56:13,654 - my_logger - INFO - ӦָܺΪ15.185628739201855 +2024-11-21 13:56:13,655 - my_logger - INFO - ʼֱָͼ +2024-11-21 13:56:16,069 - my_logger - INFO - ָܺΪ6.24635506638453 +2024-11-21 13:56:16,070 - my_logger - INFO - ʼƿֱָͼ +2024-11-21 13:56:18,213 - my_logger - INFO - ָܺΪ19.08669774926328 +2024-11-21 13:56:18,214 - my_logger - INFO - ʼڻгֱָͼ +2024-11-21 13:56:20,376 - my_logger - INFO - ڻгָܺΪ51.928047677314126 +2024-11-21 13:56:20,378 - my_logger - INFO - ʼֱָͼ +2024-11-21 13:56:20,682 - my_logger - INFO - ָܺΪ1.024712499327046 +2024-11-21 13:56:20,683 - my_logger - INFO - ʼƽֱָͼ +2024-11-21 13:56:23,162 - my_logger - INFO - ָܺΪ5.690866753195581 +2024-11-21 13:56:23,164 - my_logger - INFO - ʼֱָͼ +2024-11-21 13:56:25,229 - my_logger - INFO - ָܺΪ12.425850166531935 +2024-11-21 13:56:25,230 - my_logger - INFO - ʼܺ͵ͼ +2024-11-21 13:56:25,542 - my_logger - INFO - ܺ͵ͼ +2024-11-21 13:56:29,516 - my_logger - INFO - end +2024-11-21 13:56:29,516 - my_logger - INFO - ģѵ +2024-11-21 14:01:49,278 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-21 14:01:49,279 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-21 14:02:33,210 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:02:33,213 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:02:33,215 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:02:33,217 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:02:33,220 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:02:33,223 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-21 14:02:33,228 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 +2024-11-21 14:02:33,231 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-21 14:02:33,234 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-21 14:02:33,236 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 +2024-11-21 14:02:33,241 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 +2024-11-21 14:02:33,244 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 +2024-11-21 14:02:33,246 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 14:02:33,247 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 14:02:33,249 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-21 14:02:33,252 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-21 14:02:33,254 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 14:02:33,260 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-21 14:02:33,261 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 +2024-11-21 14:02:33,263 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 +2024-11-21 14:02:33,265 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-21 14:02:33,267 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 14:02:33,268 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 +2024-11-21 14:02:33,270 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-21 14:02:33,275 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 +2024-11-21 14:02:33,278 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 +2024-11-21 14:02:33,281 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 +2024-11-21 14:02:33,283 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 +2024-11-21 14:02:33,285 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 +2024-11-21 14:02:33,289 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-21 14:02:33,291 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-21 14:02:33,293 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-21 14:02:33,294 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-21 14:02:33,296 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-20 +2024-11-21 14:02:33,299 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-20 +2024-11-21 14:02:33,304 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-20 +2024-11-21 14:02:33,308 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-19 +2024-11-21 14:02:33,309 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-19 +2024-11-21 14:02:33,311 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-19 +2024-11-21 14:02:33,314 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-19 +2024-11-21 14:02:33,316 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-19 +2024-11-21 14:02:33,318 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-19 +2024-11-21 14:02:33,322 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-19 +2024-11-21 14:02:33,324 - my_logger - INFO - Column ͵һ was last updated at 2024-11-19 +2024-11-21 14:02:33,325 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-21 14:02:33,326 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-21 14:02:33,328 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-19 +2024-11-21 14:02:33,330 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-19 +2024-11-21 14:02:33,333 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-19 +2024-11-21 14:02:33,335 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-19 +2024-11-21 14:02:33,339 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-19 +2024-11-21 14:02:33,341 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-19 +2024-11-21 14:02:33,342 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-19 +2024-11-21 14:02:33,345 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-19 +2024-11-21 14:02:33,345 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-19 +2024-11-21 14:02:33,348 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-21 14:02:33,350 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-21 14:02:33,355 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-21 14:02:33,357 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-21 14:02:33,358 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-19 +2024-11-21 14:02:33,361 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-19 +2024-11-21 14:02:33,363 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-19 +2024-11-21 14:02:33,364 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-19 +2024-11-21 14:02:33,366 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-19 +2024-11-21 14:02:33,371 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-19 +2024-11-21 14:02:33,374 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-19 +2024-11-21 14:02:33,377 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-19 +2024-11-21 14:02:33,378 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-19 +2024-11-21 14:02:33,381 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-19 +2024-11-21 14:02:33,383 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-19 +2024-11-21 14:02:33,420 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-21 14:02:33,427 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-19 +2024-11-21 14:02:33,430 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-19 +2024-11-21 14:02:33,434 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-21 14:02:33,440 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-19 +2024-11-21 14:02:33,442 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-19 +2024-11-21 14:02:33,455 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-19 +2024-11-21 14:02:33,462 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-19 +2024-11-21 14:02:33,467 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-19 +2024-11-21 14:02:33,470 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-19 +2024-11-21 14:02:33,474 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-19 +2024-11-21 14:02:33,475 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-21 14:02:33,477 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 +2024-11-21 14:02:33,478 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-21 14:02:33,480 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-21 14:02:33,483 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-21 14:02:33,485 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-19 +2024-11-21 14:02:33,488 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-19 +2024-11-21 14:02:33,491 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-20 +2024-11-21 14:02:33,492 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-20 +2024-11-21 14:02:33,494 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-21 14:02:33,496 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-21 14:02:33,498 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 +2024-11-21 14:02:33,501 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-21 14:02:33,504 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-21 14:02:33,506 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-21 14:02:33,507 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 +2024-11-21 14:02:33,509 - my_logger - INFO - Column y was last updated at 2024-11-19 +2024-11-21 14:02:33,511 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-21 14:02:33,513 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-19 +2024-11-21 14:02:33,514 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-19 +2024-11-21 14:02:33,515 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-20 +2024-11-21 14:02:33,518 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-19 +2024-11-21 14:02:33,521 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-19 +2024-11-21 14:02:33,523 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-19 +2024-11-21 14:02:33,525 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-19 +2024-11-21 14:02:33,527 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-19 +2024-11-21 14:02:33,530 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-19 +2024-11-21 14:02:33,532 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-19 +2024-11-21 14:02:33,537 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-19 +2024-11-21 14:02:33,540 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-19 +2024-11-21 14:02:33,542 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-19 +2024-11-21 14:02:33,545 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-19 +2024-11-21 14:02:33,547 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-19 +2024-11-21 14:02:33,548 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-19 +2024-11-21 14:02:33,551 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-19 +2024-11-21 14:02:33,553 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-21 14:02:33,556 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-21 14:02:33,558 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-20 +2024-11-21 14:02:33,561 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 14:02:33,563 - my_logger - INFO - Column Brent* was last updated at 2024-11-19 +2024-11-21 14:02:33,564 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 14:02:33,566 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-21 14:02:33,569 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-21 14:02:33,571 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-19 +2024-11-21 14:02:33,573 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-21 14:02:33,576 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-21 14:02:33,578 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-21 14:02:33,580 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-19 +2024-11-21 14:02:33,581 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-19 +2024-11-21 14:02:33,583 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-19 +2024-11-21 14:02:33,588 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-21 14:02:33,591 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 14:02:33,594 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-21 14:02:33,595 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-21 14:02:33,597 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-19 +2024-11-21 14:02:33,599 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-21 14:02:33,605 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-19 +2024-11-21 14:02:33,607 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-19 +2024-11-21 14:02:33,610 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-19 +2024-11-21 14:02:33,612 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-19 +2024-11-21 14:02:33,613 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-19 +2024-11-21 14:02:33,615 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-19 +2024-11-21 14:02:33,616 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-21 14:02:33,622 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-21 14:02:33,625 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-19 +2024-11-21 14:02:33,628 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 14:02:33,629 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-21 14:02:33,632 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-21 14:02:33,634 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-21 14:02:33,638 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-21 14:02:33,642 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 +2024-11-21 14:02:33,643 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 +2024-11-21 14:02:33,646 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-21 14:02:33,647 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 +2024-11-21 14:02:33,649 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 +2024-11-21 14:02:33,656 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 +2024-11-21 14:02:33,658 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 +2024-11-21 14:02:33,661 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 +2024-11-21 14:02:33,663 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 +2024-11-21 14:02:33,666 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-21 14:02:33,671 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 +2024-11-21 14:02:33,674 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 +2024-11-21 14:02:33,675 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-21 14:02:33,678 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-21 14:02:33,679 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-21 14:02:33,682 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 +2024-11-21 14:02:33,685 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-21 14:02:33,688 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-21 14:02:33,691 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-21 14:02:33,692 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-21 14:02:33,694 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-21 14:02:33,696 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-21 14:02:33,697 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-21 14:02:33,699 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-21 14:02:33,703 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-21 14:02:33,706 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-21 14:02:33,708 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-21 14:02:33,710 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-21 14:02:33,711 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-21 14:02:33,713 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 +2024-11-21 14:02:33,715 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 +2024-11-21 14:02:33,717 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 +2024-11-21 14:02:33,721 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 +2024-11-21 14:02:33,723 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 +2024-11-21 14:02:33,724 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 +2024-11-21 14:02:33,727 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 +2024-11-21 14:02:33,727 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 +2024-11-21 14:02:33,728 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-21 14:02:33,731 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-21 14:02:33,734 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-21 14:02:33,738 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-21 14:02:33,740 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 +2024-11-21 14:02:33,741 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-21 14:02:33,744 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 +2024-11-21 14:02:33,747 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-21 14:02:33,749 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-19 +2024-11-21 14:02:33,752 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-19 +2024-11-21 14:02:33,754 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-19 +2024-11-21 14:02:33,757 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-19 +2024-11-21 14:02:33,758 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-19 +2024-11-21 14:02:33,760 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-21 14:02:33,763 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-21 14:02:33,764 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-19 +2024-11-21 14:02:33,767 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-19 +2024-11-21 14:02:33,772 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-19 +2024-11-21 14:02:33,774 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-19 +2024-11-21 14:02:33,775 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-19 +2024-11-21 14:02:33,777 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-19 +2024-11-21 14:02:33,779 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-19 +2024-11-21 14:02:33,780 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-19 +2024-11-21 14:02:33,783 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-19 +2024-11-21 14:02:33,787 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-19 +2024-11-21 14:02:33,789 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-19 +2024-11-21 14:02:33,791 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-19 +2024-11-21 14:02:33,793 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-19 +2024-11-21 14:02:33,795 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-19 +2024-11-21 14:02:33,798 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-19 +2024-11-21 14:02:33,799 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-19 +2024-11-21 14:02:33,804 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-19 +2024-11-21 14:02:33,807 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-19 +2024-11-21 14:02:33,810 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-19 +2024-11-21 14:02:33,812 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-19 +2024-11-21 14:02:33,813 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-19 +2024-11-21 14:02:33,816 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-19 +2024-11-21 14:02:33,818 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-18 +2024-11-21 14:02:33,823 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-19 +2024-11-21 14:02:33,825 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-19 +2024-11-21 14:02:33,827 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-19 +2024-11-21 14:02:33,829 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-21 14:02:33,831 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-19 +2024-11-21 14:02:33,833 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-18 +2024-11-21 14:02:33,836 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-19 +2024-11-21 14:02:33,840 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-19 +2024-11-21 14:02:33,843 - my_logger - INFO - Column DFL was last updated at 2024-11-19 +2024-11-21 14:02:33,845 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-19 +2024-11-21 14:02:33,846 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-20 +2024-11-21 14:02:33,847 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-19 +2024-11-21 14:02:33,849 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-19 +2024-11-21 14:02:33,853 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 +2024-11-21 14:02:33,857 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-19 +2024-11-21 14:02:33,859 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-19 +2024-11-21 14:02:33,861 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-19 +2024-11-21 14:02:33,863 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-19 +2024-11-21 14:02:33,865 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-19 +2024-11-21 14:02:33,870 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-19 +2024-11-21 14:02:33,873 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-19 +2024-11-21 14:02:33,874 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-20 +2024-11-21 14:02:33,877 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 +2024-11-21 14:02:33,879 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-21 14:02:33,881 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-20 +2024-11-21 14:02:33,883 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-18 +2024-11-21 14:02:33,887 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 +2024-11-21 14:02:33,890 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-19 +2024-11-21 14:02:33,892 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-20 +2024-11-21 14:02:33,894 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-21 14:02:33,896 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-19 +2024-11-21 14:02:33,897 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-20 +2024-11-21 14:02:33,899 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-21 14:02:33,904 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-18 +2024-11-21 14:02:33,907 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-18 +2024-11-21 14:02:33,909 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-18 +2024-11-21 14:02:33,911 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-18 +2024-11-21 14:02:33,912 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-19 +2024-11-21 14:02:33,914 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-18 +2024-11-21 14:02:33,917 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-21 14:02:33,921 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-18 +2024-11-21 14:02:33,923 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 +2024-11-21 14:02:33,925 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-19 +2024-11-21 14:02:33,926 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-19 +2024-11-21 14:02:33,927 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-19 +2024-11-21 14:02:33,930 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 +2024-11-21 14:02:33,932 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-19 +2024-11-21 14:02:33,935 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-19 +2024-11-21 14:02:33,940 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-21 14:02:33,944 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-19 +2024-11-21 14:02:33,946 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-21 14:02:33,948 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-19 +2024-11-21 14:02:33,952 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-19 +2024-11-21 14:02:33,957 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-19 +2024-11-21 14:02:33,958 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-21 14:02:33,959 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-19 +2024-11-21 14:02:33,962 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-19 +2024-11-21 14:02:33,963 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-19 +2024-11-21 14:02:33,965 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-19 +2024-11-21 14:02:33,969 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-19 +2024-11-21 14:02:33,973 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-19 +2024-11-21 14:02:33,975 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-19 +2024-11-21 14:02:33,977 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 14:02:33,979 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-21 14:02:33,981 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-19 +2024-11-21 14:02:33,982 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-18 +2024-11-21 14:02:33,986 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-19 +2024-11-21 14:02:33,989 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-19 +2024-11-21 14:02:33,993 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-19 +2024-11-21 14:02:33,996 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-19 +2024-11-21 14:02:33,997 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-19 +2024-11-21 14:02:34,001 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-19 +2024-11-21 14:02:34,004 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-19 +2024-11-21 14:02:34,008 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-19 +2024-11-21 14:02:34,011 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-19 +2024-11-21 14:02:34,013 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-19 +2024-11-21 14:02:34,015 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-19 +2024-11-21 14:02:34,019 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-19 +2024-11-21 14:02:34,022 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-19 +2024-11-21 14:02:34,023 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-21 14:02:34,025 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-21 14:02:34,026 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-21 14:02:34,029 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-20 +2024-11-21 14:02:34,030 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-20 +2024-11-21 14:02:34,032 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-20 +2024-11-21 14:02:34,035 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-20 +2024-11-21 14:02:34,039 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-21 14:02:34,042 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-21 14:02:34,045 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-21 14:02:34,047 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-21 14:02:34,048 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-21 14:02:34,051 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-21 14:02:34,056 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-19 +2024-11-21 14:02:34,058 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-19 +2024-11-21 14:02:34,060 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-18 +2024-11-21 14:02:34,062 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-19 +2024-11-21 14:02:34,063 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-19 +2024-11-21 14:02:34,066 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-21 14:02:34,069 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-21 14:02:34,073 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-19 +2024-11-21 14:02:34,076 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-19 +2024-11-21 14:02:34,078 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-19 +2024-11-21 14:02:34,079 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-19 +2024-11-21 14:02:34,082 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-19 +2024-11-21 14:02:34,086 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-19 +2024-11-21 14:02:34,089 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-19 +2024-11-21 14:02:34,092 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:02:34,094 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:02:34,095 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:02:34,096 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-21 14:02:34,099 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 +2024-11-21 14:02:34,101 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 +2024-11-21 14:02:34,106 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 +2024-11-21 14:02:34,108 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-21 14:02:34,109 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-21 14:02:34,111 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-21 14:02:34,112 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-21 14:02:34,114 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-21 14:02:34,116 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 +2024-11-21 14:02:34,120 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 14:02:34,124 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 14:02:34,128 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 +2024-11-21 14:02:34,130 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-21 14:02:34,135 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-21 14:02:34,141 - my_logger - INFO - Column ò was last updated at 2024-11-08 +2024-11-21 14:02:34,143 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 +2024-11-21 14:02:34,144 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-21 14:02:34,147 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-21 14:02:34,150 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-21 14:02:34,153 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 14:02:34,156 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-21 14:02:34,158 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-21 14:02:34,160 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-21 14:02:34,161 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-21 14:02:34,164 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-21 14:02:34,165 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-21 14:02:34,167 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-21 14:02:34,170 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-21 14:02:34,173 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-21 14:02:34,174 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-21 14:02:34,176 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-21 14:02:34,177 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-21 14:02:34,179 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-21 14:02:34,182 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-21 14:02:34,184 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-21 14:02:34,188 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-21 14:02:34,190 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-21 14:02:34,191 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-21 14:02:34,194 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-21 14:02:34,196 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-21 14:02:34,199 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-21 14:02:34,201 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 +2024-11-21 14:02:34,204 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-21 14:02:34,208 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 +2024-11-21 14:02:34,211 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-21 14:02:34,213 - my_logger - INFO - Column was last updated at 2024-11-08 +2024-11-21 14:02:34,215 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 +2024-11-21 14:02:34,220 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-21 14:02:34,223 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-21 14:02:34,226 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 +2024-11-21 14:02:34,227 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-21 14:02:34,229 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-21 14:02:34,232 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-21 14:02:34,235 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 +2024-11-21 14:02:34,238 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-21 14:02:34,241 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 +2024-11-21 14:02:34,243 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 +2024-11-21 14:02:34,245 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 +2024-11-21 14:02:34,246 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 +2024-11-21 14:02:34,248 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 +2024-11-21 14:02:34,250 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 +2024-11-21 14:02:34,254 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-18 +2024-11-21 14:02:34,257 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-18 +2024-11-21 14:02:34,258 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 +2024-11-21 14:02:34,260 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 +2024-11-21 14:02:34,262 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 +2024-11-21 14:02:34,263 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 +2024-11-21 14:02:34,265 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-21 14:02:34,268 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-21 14:02:34,274 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-21 14:02:34,276 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,277 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:02:34,279 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:02:34,280 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,282 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,285 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,289 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,292 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,293 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,294 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,297 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:02:34,298 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,301 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:02:34,305 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,308 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-21 14:02:34,310 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,312 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-21 14:02:34,314 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,317 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,322 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,324 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,326 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,327 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-21 14:02:34,329 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,331 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,333 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,337 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,340 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,342 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,344 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,344 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,347 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,350 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,354 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,356 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,357 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,360 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,361 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,363 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,365 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,369 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,373 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,375 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,377 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,378 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,380 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-21 14:02:34,383 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,387 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 14:02:34,390 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,392 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,394 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,396 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,397 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,399 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 14:02:34,405 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,407 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,409 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,411 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,413 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,414 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-21 14:02:34,416 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,420 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,422 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,424 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,426 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,428 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,431 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,433 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,437 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,439 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,440 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,443 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,445 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,447 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,448 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,453 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,456 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,459 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,461 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,464 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,466 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-21 14:02:34,470 - my_logger - INFO - Column ˮλ was last updated at 2024-11-19 +2024-11-21 14:02:34,472 - my_logger - INFO - Column ovx index was last updated at 2024-11-19 +2024-11-21 14:02:34,475 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-19 +2024-11-21 14:02:34,477 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-19 +2024-11-21 14:02:34,478 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-19 +2024-11-21 14:02:34,479 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-19 +2024-11-21 14:02:34,482 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 +2024-11-21 14:02:34,485 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-21 14:02:34,489 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-21 14:02:34,491 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-21 14:02:34,494 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-18 +2024-11-21 14:02:34,495 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-19 +2024-11-21 14:02:34,497 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-19 +2024-11-21 14:02:34,503 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-21 14:02:34,506 - my_logger - INFO - ɾԤǰ(2516, 504) +2024-11-21 14:02:34,510 - my_logger - INFO - ɾԤ(2516, 431) +2024-11-21 14:02:34,510 - my_logger - INFO - ɾ²ǰ(2516, 431) +2024-11-21 14:02:34,941 - my_logger - INFO - ɾ²(2516, 427) +2024-11-21 14:02:34,945 - my_logger - INFO - ɾԤΪֵк(1780, 427) +2024-11-21 14:02:34,949 - my_logger - INFO - ɾȫΪֵк(1780, 356) +2024-11-21 14:02:38,513 - my_logger - INFO - ն(224) ܶ(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 +.. ... ... ... +219 C2403128043 +220 C2403150124 +221 FVHCM1 INDEX +222 GC1 COMB Comdty +223 C2404167855 + +[224 rows x 3 columns] +2024-11-21 14:02:38,532 - my_logger - INFO - Ϣܹ353,ն(224),ܶ(130),61(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-21 14:02:38,533 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-21 14:02:39,657 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '73.35' WHERE ds = '2024-11-19 00:00:00' +2024-11-21 14:02:39,661 - my_logger - INFO - ʼѵģ... +2024-11-21 14:02:39,662 - my_logger - INFO - ģѵ +2024-11-21 14:02:39,662 - my_logger - INFO - ѵݻͼing +2024-11-21 14:02:40,618 - 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' +2024-11-21 14:02:42,587 - my_logger - INFO - ѵݻͼend +2024-11-21 14:02:42,589 - my_logger - INFO - ing +2024-11-21 14:02:42,835 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-21 14:02:45,592 - my_logger - INFO - ۸ָܺΪ67.3553417985951 +2024-11-21 14:02:45,594 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-21 14:02:48,464 - my_logger - INFO - ӦָܺΪ15.185628739201855 +2024-11-21 14:02:48,466 - my_logger - INFO - ʼֱָͼ +2024-11-21 14:02:51,727 - my_logger - INFO - ָܺΪ6.24635506638453 +2024-11-21 14:02:51,729 - my_logger - INFO - ʼƿֱָͼ +2024-11-21 14:02:54,363 - my_logger - INFO - ָܺΪ19.08669774926328 +2024-11-21 14:02:54,365 - my_logger - INFO - ʼڻгֱָͼ +2024-11-21 14:02:57,324 - my_logger - INFO - ڻгָܺΪ51.928047677314126 +2024-11-21 14:02:57,325 - my_logger - INFO - ʼֱָͼ +2024-11-21 14:02:57,696 - my_logger - INFO - ָܺΪ1.024712499327046 +2024-11-21 14:02:57,697 - my_logger - INFO - ʼƽֱָͼ +2024-11-21 14:02:59,971 - my_logger - INFO - ָܺΪ5.690866753195581 +2024-11-21 14:02:59,973 - my_logger - INFO - ʼֱָͼ +2024-11-21 14:03:02,973 - my_logger - INFO - ָܺΪ12.425850166531935 +2024-11-21 14:03:02,975 - my_logger - INFO - ʼܺ͵ͼ +2024-11-21 14:03:03,324 - my_logger - INFO - ܺ͵ͼ +2024-11-21 14:03:07,396 - my_logger - INFO - end +2024-11-21 14:03:07,397 - my_logger - INFO - ģѵ +2024-11-22 13:28:05,823 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-22 13:28:05,823 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-22 13:29:03,132 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 13:29:03,137 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 13:29:03,138 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 13:29:03,140 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 13:29:03,142 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 13:29:03,143 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 13:29:03,145 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 +2024-11-22 13:29:03,147 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-22 13:29:03,148 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-22 13:29:03,149 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 +2024-11-22 13:29:03,152 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 +2024-11-22 13:29:03,153 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 +2024-11-22 13:29:03,155 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 13:29:03,157 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 13:29:03,159 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 13:29:03,160 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-22 13:29:03,162 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-22 13:29:03,165 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-22 13:29:03,166 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 +2024-11-22 13:29:03,169 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 +2024-11-22 13:29:03,171 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-22 13:29:03,174 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-22 13:29:03,176 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 +2024-11-22 13:29:03,179 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-22 13:29:03,183 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 +2024-11-22 13:29:03,185 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 +2024-11-22 13:29:03,188 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 +2024-11-22 13:29:03,193 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 +2024-11-22 13:29:03,200 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 +2024-11-22 13:29:03,203 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-22 13:29:03,206 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-22 13:29:03,211 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-22 13:29:03,218 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-22 13:29:03,220 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-20 +2024-11-22 13:29:03,223 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-20 +2024-11-22 13:29:03,231 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-20 +2024-11-22 13:29:03,233 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-19 +2024-11-22 13:29:03,236 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-19 +2024-11-22 13:29:03,239 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-19 +2024-11-22 13:29:03,245 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-19 +2024-11-22 13:29:03,251 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-19 +2024-11-22 13:29:03,253 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-19 +2024-11-22 13:29:03,255 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-19 +2024-11-22 13:29:03,258 - my_logger - INFO - Column ͵һ was last updated at 2024-11-19 +2024-11-22 13:29:03,265 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-22 13:29:03,268 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-22 13:29:03,270 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-19 +2024-11-22 13:29:03,273 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-19 +2024-11-22 13:29:03,276 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-19 +2024-11-22 13:29:03,280 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-19 +2024-11-22 13:29:03,282 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-19 +2024-11-22 13:29:03,285 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-19 +2024-11-22 13:29:03,287 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-19 +2024-11-22 13:29:03,290 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-19 +2024-11-22 13:29:03,296 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-19 +2024-11-22 13:29:03,299 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-22 13:29:03,302 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-22 13:29:03,304 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-22 13:29:03,307 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-22 13:29:03,312 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-19 +2024-11-22 13:29:03,315 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-19 +2024-11-22 13:29:03,317 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-19 +2024-11-22 13:29:03,321 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-19 +2024-11-22 13:29:03,323 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-19 +2024-11-22 13:29:03,328 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-19 +2024-11-22 13:29:03,332 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-19 +2024-11-22 13:29:03,335 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-19 +2024-11-22 13:29:03,337 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-19 +2024-11-22 13:29:03,340 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-19 +2024-11-22 13:29:03,345 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-19 +2024-11-22 13:29:03,348 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-22 13:29:03,351 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-19 +2024-11-22 13:29:03,354 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-19 +2024-11-22 13:29:03,356 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-22 13:29:03,361 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-19 +2024-11-22 13:29:03,364 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-19 +2024-11-22 13:29:03,368 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-19 +2024-11-22 13:29:03,371 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-19 +2024-11-22 13:29:03,372 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-19 +2024-11-22 13:29:03,376 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-19 +2024-11-22 13:29:03,379 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-19 +2024-11-22 13:29:03,383 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-22 13:29:03,386 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 +2024-11-22 13:29:03,388 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-22 13:29:03,390 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-22 13:29:03,394 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-22 13:29:03,398 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-19 +2024-11-22 13:29:03,400 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-19 +2024-11-22 13:29:03,402 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-20 +2024-11-22 13:29:03,405 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-20 +2024-11-22 13:29:03,406 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-22 13:29:03,408 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-22 13:29:03,411 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 +2024-11-22 13:29:03,415 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-22 13:29:03,416 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-22 13:29:03,419 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-22 13:29:03,424 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 +2024-11-22 13:29:03,429 - my_logger - INFO - Column y was last updated at 2024-11-19 +2024-11-22 13:29:03,431 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-22 13:29:03,437 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-19 +2024-11-22 13:29:03,439 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-19 +2024-11-22 13:29:03,442 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-20 +2024-11-22 13:29:03,447 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-19 +2024-11-22 13:29:03,451 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-19 +2024-11-22 13:29:03,454 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-19 +2024-11-22 13:29:03,458 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-19 +2024-11-22 13:29:03,464 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-19 +2024-11-22 13:29:03,468 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-19 +2024-11-22 13:29:03,471 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-19 +2024-11-22 13:29:03,475 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-19 +2024-11-22 13:29:03,481 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-19 +2024-11-22 13:29:03,484 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-19 +2024-11-22 13:29:03,486 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-19 +2024-11-22 13:29:03,489 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-19 +2024-11-22 13:29:03,491 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-19 +2024-11-22 13:29:03,496 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-19 +2024-11-22 13:29:03,498 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-22 13:29:03,501 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-22 13:29:03,503 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-20 +2024-11-22 13:29:03,507 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-22 13:29:03,511 - my_logger - INFO - Column Brent* was last updated at 2024-11-19 +2024-11-22 13:29:03,513 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-22 13:29:03,516 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-22 13:29:03,518 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-22 13:29:03,520 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-19 +2024-11-22 13:29:03,523 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 13:29:03,526 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 13:29:03,531 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 13:29:03,532 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-19 +2024-11-22 13:29:03,536 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-19 +2024-11-22 13:29:03,538 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-19 +2024-11-22 13:29:03,539 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-22 13:29:03,543 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-22 13:29:03,547 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-22 13:29:03,548 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-22 13:29:03,552 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-19 +2024-11-22 13:29:03,554 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-22 13:29:03,556 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-19 +2024-11-22 13:29:03,559 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-19 +2024-11-22 13:29:03,563 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 13:29:03,566 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 13:29:03,569 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 13:29:03,571 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 13:29:03,573 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-22 13:29:03,576 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-22 13:29:03,581 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-19 +2024-11-22 13:29:03,584 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-22 13:29:03,587 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-22 13:29:03,590 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 13:29:03,592 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 13:29:03,598 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 13:29:03,600 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 +2024-11-22 13:29:03,603 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 +2024-11-22 13:29:03,605 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-22 13:29:03,606 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 +2024-11-22 13:29:03,608 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 +2024-11-22 13:29:03,613 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 +2024-11-22 13:29:03,616 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 +2024-11-22 13:29:03,618 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 +2024-11-22 13:29:03,620 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 +2024-11-22 13:29:03,623 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 13:29:03,625 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 +2024-11-22 13:29:03,631 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 +2024-11-22 13:29:03,634 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-22 13:29:03,637 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-22 13:29:03,640 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-22 13:29:03,645 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 +2024-11-22 13:29:03,648 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 13:29:03,651 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-22 13:29:03,654 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-22 13:29:03,657 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-22 13:29:03,660 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-22 13:29:03,665 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-22 13:29:03,667 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-22 13:29:03,668 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-22 13:29:03,672 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-22 13:29:03,674 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-22 13:29:03,678 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-22 13:29:03,680 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-22 13:29:03,683 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-22 13:29:03,686 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 +2024-11-22 13:29:03,688 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 +2024-11-22 13:29:03,690 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 +2024-11-22 13:29:03,696 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 +2024-11-22 13:29:03,698 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 +2024-11-22 13:29:03,702 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 +2024-11-22 13:29:03,705 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 +2024-11-22 13:29:03,706 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 +2024-11-22 13:29:03,710 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-22 13:29:03,714 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-22 13:29:03,717 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-22 13:29:03,719 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 13:29:03,722 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 +2024-11-22 13:29:03,723 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-22 13:29:03,729 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 +2024-11-22 13:29:03,732 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-22 13:29:03,735 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-19 +2024-11-22 13:29:03,738 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-19 +2024-11-22 13:29:03,741 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-19 +2024-11-22 13:29:03,745 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-19 +2024-11-22 13:29:03,749 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-19 +2024-11-22 13:29:03,751 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-22 13:29:03,754 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-22 13:29:03,757 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-19 +2024-11-22 13:29:03,762 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-19 +2024-11-22 13:29:03,765 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-19 +2024-11-22 13:29:03,768 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-19 +2024-11-22 13:29:03,770 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-19 +2024-11-22 13:29:03,773 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-19 +2024-11-22 13:29:03,778 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-19 +2024-11-22 13:29:03,781 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-19 +2024-11-22 13:29:03,784 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-19 +2024-11-22 13:29:03,786 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-19 +2024-11-22 13:29:03,789 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-19 +2024-11-22 13:29:03,790 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-19 +2024-11-22 13:29:03,796 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-19 +2024-11-22 13:29:03,798 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-19 +2024-11-22 13:29:03,802 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-19 +2024-11-22 13:29:03,804 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-19 +2024-11-22 13:29:03,806 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-19 +2024-11-22 13:29:03,813 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-19 +2024-11-22 13:29:03,817 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-19 +2024-11-22 13:29:03,819 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-19 +2024-11-22 13:29:03,823 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-19 +2024-11-22 13:29:03,827 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-19 +2024-11-22 13:29:03,831 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-18 +2024-11-22 13:29:03,833 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-19 +2024-11-22 13:29:03,835 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-19 +2024-11-22 13:29:03,837 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-19 +2024-11-22 13:29:03,840 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-22 13:29:03,846 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-19 +2024-11-22 13:29:03,849 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-18 +2024-11-22 13:29:03,852 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-19 +2024-11-22 13:29:03,854 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-19 +2024-11-22 13:29:03,857 - my_logger - INFO - Column DFL was last updated at 2024-11-19 +2024-11-22 13:29:03,861 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-19 +2024-11-22 13:29:03,863 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-20 +2024-11-22 13:29:03,867 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-19 +2024-11-22 13:29:03,869 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-19 +2024-11-22 13:29:03,871 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 +2024-11-22 13:29:03,875 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-19 +2024-11-22 13:29:03,880 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-19 +2024-11-22 13:29:03,883 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-19 +2024-11-22 13:29:03,885 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-19 +2024-11-22 13:29:03,889 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-19 +2024-11-22 13:29:03,892 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-19 +2024-11-22 13:29:03,898 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-19 +2024-11-22 13:29:03,902 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-20 +2024-11-22 13:29:03,904 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 +2024-11-22 13:29:03,907 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-22 13:29:03,911 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-20 +2024-11-22 13:29:03,914 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-18 +2024-11-22 13:29:03,917 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 +2024-11-22 13:29:03,920 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-19 +2024-11-22 13:29:03,922 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-20 +2024-11-22 13:29:03,925 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-22 13:29:03,931 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-19 +2024-11-22 13:29:03,934 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-20 +2024-11-22 13:29:03,937 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-22 13:29:03,940 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-18 +2024-11-22 13:29:03,943 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-18 +2024-11-22 13:29:03,948 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-18 +2024-11-22 13:29:03,950 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-18 +2024-11-22 13:29:03,953 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-19 +2024-11-22 13:29:03,955 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-18 +2024-11-22 13:29:03,957 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-22 13:29:03,964 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-18 +2024-11-22 13:29:03,968 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 +2024-11-22 13:29:03,970 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-19 +2024-11-22 13:29:03,973 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-19 +2024-11-22 13:29:03,975 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-19 +2024-11-22 13:29:03,982 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 +2024-11-22 13:29:03,985 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-19 +2024-11-22 13:29:03,988 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-19 +2024-11-22 13:29:03,991 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-22 13:29:03,997 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-19 +2024-11-22 13:29:04,000 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-22 13:29:04,003 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-19 +2024-11-22 13:29:04,005 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-19 +2024-11-22 13:29:04,008 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-19 +2024-11-22 13:29:04,013 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-22 13:29:04,016 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-19 +2024-11-22 13:29:04,019 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-19 +2024-11-22 13:29:04,022 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-19 +2024-11-22 13:29:04,025 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-19 +2024-11-22 13:29:04,030 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-19 +2024-11-22 13:29:04,034 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-19 +2024-11-22 13:29:04,036 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-19 +2024-11-22 13:29:04,039 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-22 13:29:04,042 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-22 13:29:04,047 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-19 +2024-11-22 13:29:04,049 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-18 +2024-11-22 13:29:04,051 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-19 +2024-11-22 13:29:04,053 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-19 +2024-11-22 13:29:04,056 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-19 +2024-11-22 13:29:04,059 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-19 +2024-11-22 13:29:04,063 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-19 +2024-11-22 13:29:04,065 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-19 +2024-11-22 13:29:04,068 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-19 +2024-11-22 13:29:04,071 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-19 +2024-11-22 13:29:04,075 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-19 +2024-11-22 13:29:04,080 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-19 +2024-11-22 13:29:04,083 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-19 +2024-11-22 13:29:04,085 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-19 +2024-11-22 13:29:04,088 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-19 +2024-11-22 13:29:04,091 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-22 13:29:04,095 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-22 13:29:04,097 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-22 13:29:04,101 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-20 +2024-11-22 13:29:04,103 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-20 +2024-11-22 13:29:04,105 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-20 +2024-11-22 13:29:04,107 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-20 +2024-11-22 13:29:04,111 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 13:29:04,115 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 13:29:04,118 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 13:29:04,121 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 13:29:04,124 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-22 13:29:04,128 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-22 13:29:04,131 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-19 +2024-11-22 13:29:04,133 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-19 +2024-11-22 13:29:04,136 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-18 +2024-11-22 13:29:04,138 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-19 +2024-11-22 13:29:04,140 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-19 +2024-11-22 13:29:04,145 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-22 13:29:04,148 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-22 13:29:04,151 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-19 +2024-11-22 13:29:04,154 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-19 +2024-11-22 13:29:04,157 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-19 +2024-11-22 13:29:04,161 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-19 +2024-11-22 13:29:04,167 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-19 +2024-11-22 13:29:04,169 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-19 +2024-11-22 13:29:04,173 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-19 +2024-11-22 13:29:04,178 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 13:29:04,181 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 13:29:04,183 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 13:29:04,185 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 13:29:04,187 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 +2024-11-22 13:29:04,189 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 +2024-11-22 13:29:04,196 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 +2024-11-22 13:29:04,198 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-22 13:29:04,201 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-22 13:29:04,203 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-22 13:29:04,204 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-22 13:29:04,207 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-22 13:29:04,212 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 +2024-11-22 13:29:04,215 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-22 13:29:04,218 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-22 13:29:04,220 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 +2024-11-22 13:29:04,223 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-22 13:29:04,228 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-22 13:29:04,232 - my_logger - INFO - Column ò was last updated at 2024-11-08 +2024-11-22 13:29:04,234 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 +2024-11-22 13:29:04,236 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-22 13:29:04,237 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-22 13:29:04,240 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-22 13:29:04,245 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-22 13:29:04,248 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-22 13:29:04,250 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-22 13:29:04,255 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-22 13:29:04,257 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-22 13:29:04,261 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-22 13:29:04,264 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-22 13:29:04,265 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-22 13:29:04,267 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-22 13:29:04,269 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-22 13:29:04,274 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-22 13:29:04,279 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-22 13:29:04,282 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-22 13:29:04,284 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-22 13:29:04,286 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-22 13:29:04,289 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-22 13:29:04,292 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-22 13:29:04,297 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-22 13:29:04,299 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-22 13:29:04,302 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-22 13:29:04,304 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-22 13:29:04,307 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-22 13:29:04,311 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 +2024-11-22 13:29:04,314 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-22 13:29:04,316 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 +2024-11-22 13:29:04,335 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-22 13:29:04,362 - my_logger - INFO - Column was last updated at 2024-11-08 +2024-11-22 13:29:04,365 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 +2024-11-22 13:29:04,367 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-22 13:29:04,375 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-22 13:29:04,382 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 +2024-11-22 13:29:04,384 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-22 13:29:04,386 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-22 13:29:04,388 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-22 13:29:04,391 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 +2024-11-22 13:29:04,397 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 13:29:04,399 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 +2024-11-22 13:29:04,402 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 +2024-11-22 13:29:04,404 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 +2024-11-22 13:29:04,406 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 +2024-11-22 13:29:04,410 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 +2024-11-22 13:29:04,415 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 +2024-11-22 13:29:04,417 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-18 +2024-11-22 13:29:04,419 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-18 +2024-11-22 13:29:04,421 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 +2024-11-22 13:29:04,423 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 +2024-11-22 13:29:04,427 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 +2024-11-22 13:29:04,430 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 +2024-11-22 13:29:04,434 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 13:29:04,436 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 13:29:04,438 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-22 13:29:04,439 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,446 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 13:29:04,449 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 13:29:04,452 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,455 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,460 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,466 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,467 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,470 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,473 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,477 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 13:29:04,482 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,485 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 13:29:04,487 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,490 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 13:29:04,497 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,499 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-22 13:29:04,502 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,504 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,507 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,512 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,515 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,517 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-22 13:29:04,522 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,525 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,530 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,533 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,536 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,538 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,540 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,544 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,547 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,550 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,552 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,553 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,556 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,558 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,564 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,567 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,569 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,571 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,573 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,576 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,581 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,584 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,586 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 13:29:04,588 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,590 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 13:29:04,594 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,600 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,602 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,604 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,606 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,609 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 13:29:04,615 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,618 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,620 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,622 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,623 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,628 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 13:29:04,632 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,635 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,637 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,639 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,642 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,647 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,649 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,652 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,654 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,658 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,664 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,666 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,668 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,671 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,673 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,678 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,680 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,683 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,686 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,688 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,690 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:29:04,695 - my_logger - INFO - Column ˮλ was last updated at 2024-11-19 +2024-11-22 13:29:04,699 - my_logger - INFO - Column ovx index was last updated at 2024-11-19 +2024-11-22 13:29:04,701 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-19 +2024-11-22 13:29:04,703 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-19 +2024-11-22 13:29:04,705 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-19 +2024-11-22 13:29:04,708 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-19 +2024-11-22 13:29:04,713 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 +2024-11-22 13:29:04,715 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-22 13:29:04,719 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-22 13:29:04,720 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-22 13:29:04,722 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-18 +2024-11-22 13:29:04,726 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-19 +2024-11-22 13:29:04,731 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-19 +2024-11-22 13:29:04,742 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-22 13:29:04,746 - my_logger - INFO - ɾԤǰ(2516, 504) +2024-11-22 13:29:04,752 - my_logger - INFO - ɾԤ(2516, 431) +2024-11-22 13:29:04,752 - my_logger - INFO - ɾ²ǰ(2516, 431) +2024-11-22 13:29:05,389 - my_logger - INFO - ɾ²(2516, 427) +2024-11-22 13:29:05,395 - my_logger - INFO - ɾԤΪֵк(1780, 427) +2024-11-22 13:29:05,400 - my_logger - INFO - ɾȫΪֵк(1780, 356) +2024-11-22 13:29:09,639 - my_logger - INFO - ն(224) ܶ(130) ¶(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +219 C2403128043 +220 C2403150124 +221 FVHCM1 INDEX +222 GC1 COMB Comdty +223 C2404167855 + +[224 rows x 3 columns] +2024-11-22 13:29:09,656 - my_logger - INFO - Ϣܹ353,ն(224),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-22 13:29:09,659 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-22 13:29:11,311 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '73.35' WHERE ds = '2024-11-19 00:00:00' +2024-11-22 13:29:11,320 - my_logger - INFO - ʼѵģ... +2024-11-22 13:29:11,320 - my_logger - INFO - ģѵ +2024-11-22 13:29:11,321 - my_logger - INFO - ѵݻͼing +2024-11-22 13:29:12,220 - 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' +2024-11-22 13:29:13,913 - my_logger - INFO - ѵݻͼend +2024-11-22 13:29:13,914 - my_logger - INFO - ing +2024-11-22 13:29:14,189 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-22 13:29:16,981 - my_logger - INFO - ۸ָܺΪ67.3553417985951 +2024-11-22 13:29:16,983 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-22 13:29:19,437 - my_logger - INFO - ӦָܺΪ15.185628739201855 +2024-11-22 13:29:19,438 - my_logger - INFO - ʼֱָͼ +2024-11-22 13:29:21,949 - my_logger - INFO - ָܺΪ6.24635506638453 +2024-11-22 13:29:21,951 - my_logger - INFO - ʼƿֱָͼ +2024-11-22 13:29:24,123 - my_logger - INFO - ָܺΪ19.08669774926328 +2024-11-22 13:29:24,124 - my_logger - INFO - ʼڻгֱָͼ +2024-11-22 13:29:26,659 - my_logger - INFO - ڻгָܺΪ51.928047677314126 +2024-11-22 13:29:26,662 - my_logger - INFO - ʼֱָͼ +2024-11-22 13:29:27,053 - my_logger - INFO - ָܺΪ1.024712499327046 +2024-11-22 13:29:27,053 - my_logger - INFO - ʼƽֱָͼ +2024-11-22 13:29:29,108 - my_logger - INFO - ָܺΪ5.690866753195581 +2024-11-22 13:29:29,110 - my_logger - INFO - ʼֱָͼ +2024-11-22 13:29:31,667 - my_logger - INFO - ָܺΪ12.425850166531935 +2024-11-22 13:29:31,669 - my_logger - INFO - ʼܺ͵ͼ +2024-11-22 13:29:31,985 - my_logger - INFO - ܺ͵ͼ +2024-11-22 13:29:36,904 - my_logger - INFO - end +2024-11-22 13:29:36,905 - my_logger - INFO - ģѵ +2024-11-22 13:34:48,095 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-22 13:34:48,097 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-22 13:36:04,060 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-22 13:36:04,060 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-22 13:36:47,631 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 13:36:47,633 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 13:36:47,635 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 13:36:47,638 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 13:36:47,640 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 13:36:47,641 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 13:36:47,643 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 +2024-11-22 13:36:47,646 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-22 13:36:47,650 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-22 13:36:47,652 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 +2024-11-22 13:36:47,655 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 +2024-11-22 13:36:47,657 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 +2024-11-22 13:36:47,658 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 13:36:47,661 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 13:36:47,664 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 13:36:47,668 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-22 13:36:47,670 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-22 13:36:47,672 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-22 13:36:47,674 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 +2024-11-22 13:36:47,676 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 +2024-11-22 13:36:47,679 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-22 13:36:47,684 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-22 13:36:47,688 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 +2024-11-22 13:36:47,691 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-22 13:36:47,695 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 +2024-11-22 13:36:47,698 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 +2024-11-22 13:36:47,701 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 +2024-11-22 13:36:47,702 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 +2024-11-22 13:36:47,704 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 +2024-11-22 13:36:47,706 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-22 13:36:47,708 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-22 13:36:47,712 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-22 13:36:47,715 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-22 13:36:47,718 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-20 +2024-11-22 13:36:47,720 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-20 +2024-11-22 13:36:47,722 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-20 +2024-11-22 13:36:47,723 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-19 +2024-11-22 13:36:47,729 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-19 +2024-11-22 13:36:47,732 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-19 +2024-11-22 13:36:47,734 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-19 +2024-11-22 13:36:47,737 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-19 +2024-11-22 13:36:47,739 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-19 +2024-11-22 13:36:47,740 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-19 +2024-11-22 13:36:47,743 - my_logger - INFO - Column ͵һ was last updated at 2024-11-19 +2024-11-22 13:36:47,747 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-22 13:36:47,749 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-22 13:36:47,751 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-19 +2024-11-22 13:36:47,753 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-19 +2024-11-22 13:36:47,755 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-19 +2024-11-22 13:36:47,757 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-19 +2024-11-22 13:36:47,761 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-19 +2024-11-22 13:36:47,765 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-19 +2024-11-22 13:36:47,767 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-19 +2024-11-22 13:36:47,768 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-19 +2024-11-22 13:36:47,771 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-19 +2024-11-22 13:36:47,772 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-22 13:36:47,776 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-22 13:36:47,780 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-22 13:36:47,783 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-22 13:36:47,784 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-19 +2024-11-22 13:36:47,786 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-19 +2024-11-22 13:36:47,788 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-19 +2024-11-22 13:36:47,790 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-19 +2024-11-22 13:36:47,794 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-19 +2024-11-22 13:36:47,797 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-19 +2024-11-22 13:36:47,799 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-19 +2024-11-22 13:36:47,801 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-19 +2024-11-22 13:36:47,803 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-19 +2024-11-22 13:36:47,805 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-19 +2024-11-22 13:36:47,807 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-19 +2024-11-22 13:36:47,811 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-22 13:36:47,815 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-19 +2024-11-22 13:36:47,816 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-19 +2024-11-22 13:36:47,818 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-22 13:36:47,820 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-19 +2024-11-22 13:36:47,822 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-19 +2024-11-22 13:36:47,824 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-19 +2024-11-22 13:36:47,829 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-19 +2024-11-22 13:36:47,831 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-19 +2024-11-22 13:36:47,834 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-19 +2024-11-22 13:36:47,835 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-19 +2024-11-22 13:36:47,837 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-22 13:36:47,841 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 +2024-11-22 13:36:47,845 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-22 13:36:47,847 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-22 13:36:47,850 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-22 13:36:47,851 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-19 +2024-11-22 13:36:47,853 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-19 +2024-11-22 13:36:47,856 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-20 +2024-11-22 13:36:47,857 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-20 +2024-11-22 13:36:47,861 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-22 13:36:47,864 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-22 13:36:47,865 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 +2024-11-22 13:36:47,867 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-22 13:36:47,870 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-22 13:36:47,871 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-22 13:36:47,873 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 +2024-11-22 13:36:47,875 - my_logger - INFO - Column y was last updated at 2024-11-19 +2024-11-22 13:36:47,879 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-22 13:36:47,881 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-19 +2024-11-22 13:36:47,883 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-19 +2024-11-22 13:36:47,885 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-20 +2024-11-22 13:36:47,887 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-19 +2024-11-22 13:36:47,889 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-19 +2024-11-22 13:36:47,891 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-19 +2024-11-22 13:36:47,894 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-19 +2024-11-22 13:36:47,896 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-19 +2024-11-22 13:36:47,898 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-19 +2024-11-22 13:36:47,900 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-19 +2024-11-22 13:36:47,902 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-19 +2024-11-22 13:36:47,904 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-19 +2024-11-22 13:36:47,905 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-19 +2024-11-22 13:36:47,907 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-19 +2024-11-22 13:36:47,911 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-19 +2024-11-22 13:36:47,914 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-19 +2024-11-22 13:36:47,915 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-19 +2024-11-22 13:36:47,917 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-22 13:36:47,919 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-22 13:36:47,920 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-20 +2024-11-22 13:36:47,922 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-22 13:36:47,924 - my_logger - INFO - Column Brent* was last updated at 2024-11-19 +2024-11-22 13:36:47,927 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-22 13:36:47,930 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-22 13:36:47,932 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-22 13:36:47,934 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-19 +2024-11-22 13:36:47,935 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 13:36:47,937 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 13:36:47,938 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 13:36:47,941 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-19 +2024-11-22 13:36:47,944 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-19 +2024-11-22 13:36:47,948 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-19 +2024-11-22 13:36:47,950 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-22 13:36:47,952 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-22 13:36:47,953 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-22 13:36:47,955 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-22 13:36:47,957 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-19 +2024-11-22 13:36:47,962 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-22 13:36:47,964 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-19 +2024-11-22 13:36:47,966 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-19 +2024-11-22 13:36:47,967 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 13:36:47,969 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 13:36:47,971 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 13:36:47,972 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 13:36:47,976 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-22 13:36:47,980 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-22 13:36:47,982 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-19 +2024-11-22 13:36:47,984 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-22 13:36:47,985 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-22 13:36:47,987 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 13:36:47,988 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 13:36:47,991 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 13:36:47,994 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 +2024-11-22 13:36:47,997 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 +2024-11-22 13:36:47,999 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-22 13:36:48,001 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 +2024-11-22 13:36:48,002 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 +2024-11-22 13:36:48,004 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 +2024-11-22 13:36:48,007 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 +2024-11-22 13:36:48,012 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 +2024-11-22 13:36:48,015 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 +2024-11-22 13:36:48,017 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 13:36:48,018 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 +2024-11-22 13:36:48,022 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 +2024-11-22 13:36:48,025 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-22 13:36:48,030 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-22 13:36:48,032 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-22 13:36:48,034 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 +2024-11-22 13:36:48,036 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 13:36:48,038 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-22 13:36:48,041 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-22 13:36:48,045 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-22 13:36:48,048 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-22 13:36:48,052 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-22 13:36:48,055 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-22 13:36:48,058 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-22 13:36:48,063 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-22 13:36:48,066 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-22 13:36:48,067 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-22 13:36:48,068 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-22 13:36:48,071 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-22 13:36:48,073 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 +2024-11-22 13:36:48,075 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 +2024-11-22 13:36:48,079 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 +2024-11-22 13:36:48,083 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 +2024-11-22 13:36:48,085 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 +2024-11-22 13:36:48,087 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 +2024-11-22 13:36:48,089 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 +2024-11-22 13:36:48,091 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 +2024-11-22 13:36:48,093 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-22 13:36:48,097 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-22 13:36:48,100 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-22 13:36:48,102 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 13:36:48,103 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 +2024-11-22 13:36:48,106 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-22 13:36:48,109 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 +2024-11-22 13:36:48,113 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-22 13:36:48,115 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-19 +2024-11-22 13:36:48,118 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-19 +2024-11-22 13:36:48,121 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-19 +2024-11-22 13:36:48,123 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-19 +2024-11-22 13:36:48,124 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-19 +2024-11-22 13:36:48,128 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-22 13:36:48,131 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-22 13:36:48,133 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-19 +2024-11-22 13:36:48,135 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-19 +2024-11-22 13:36:48,136 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-19 +2024-11-22 13:36:48,138 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-19 +2024-11-22 13:36:48,140 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-19 +2024-11-22 13:36:48,143 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-19 +2024-11-22 13:36:48,148 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-19 +2024-11-22 13:36:48,151 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-19 +2024-11-22 13:36:48,154 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-19 +2024-11-22 13:36:48,155 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-19 +2024-11-22 13:36:48,159 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-19 +2024-11-22 13:36:48,162 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-19 +2024-11-22 13:36:48,165 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-19 +2024-11-22 13:36:48,168 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-19 +2024-11-22 13:36:48,170 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-19 +2024-11-22 13:36:48,171 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-19 +2024-11-22 13:36:48,174 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-19 +2024-11-22 13:36:48,178 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-19 +2024-11-22 13:36:48,180 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-19 +2024-11-22 13:36:48,182 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-19 +2024-11-22 13:36:48,184 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-19 +2024-11-22 13:36:48,186 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-19 +2024-11-22 13:36:48,188 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-18 +2024-11-22 13:36:48,189 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-19 +2024-11-22 13:36:48,192 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-19 +2024-11-22 13:36:48,196 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-19 +2024-11-22 13:36:48,198 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-22 13:36:48,200 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-19 +2024-11-22 13:36:48,202 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-18 +2024-11-22 13:36:48,204 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-19 +2024-11-22 13:36:48,206 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-19 +2024-11-22 13:36:48,210 - my_logger - INFO - Column DFL was last updated at 2024-11-19 +2024-11-22 13:36:48,214 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-19 +2024-11-22 13:36:48,215 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-20 +2024-11-22 13:36:48,218 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-19 +2024-11-22 13:36:48,221 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-19 +2024-11-22 13:36:48,223 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 +2024-11-22 13:36:48,262 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-19 +2024-11-22 13:36:48,268 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-19 +2024-11-22 13:36:48,275 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-19 +2024-11-22 13:36:48,283 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-19 +2024-11-22 13:36:48,285 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-19 +2024-11-22 13:36:48,287 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-19 +2024-11-22 13:36:48,290 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-19 +2024-11-22 13:36:48,292 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-20 +2024-11-22 13:36:48,299 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 +2024-11-22 13:36:48,302 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-22 13:36:48,304 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-20 +2024-11-22 13:36:48,306 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-18 +2024-11-22 13:36:48,309 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 +2024-11-22 13:36:48,313 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-19 +2024-11-22 13:36:48,317 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-20 +2024-11-22 13:36:48,318 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-22 13:36:48,321 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-19 +2024-11-22 13:36:48,323 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-20 +2024-11-22 13:36:48,325 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-22 13:36:48,331 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-18 +2024-11-22 13:36:48,333 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-18 +2024-11-22 13:36:48,337 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-18 +2024-11-22 13:36:48,338 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-18 +2024-11-22 13:36:48,340 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-19 +2024-11-22 13:36:48,345 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-18 +2024-11-22 13:36:48,347 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-22 13:36:48,350 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-18 +2024-11-22 13:36:48,354 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 +2024-11-22 13:36:48,355 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-19 +2024-11-22 13:36:48,357 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-19 +2024-11-22 13:36:48,362 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-19 +2024-11-22 13:36:48,364 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 +2024-11-22 13:36:48,366 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-19 +2024-11-22 13:36:48,368 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-19 +2024-11-22 13:36:48,370 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-22 13:36:48,371 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-19 +2024-11-22 13:36:48,375 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-22 13:36:48,378 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-19 +2024-11-22 13:36:48,381 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-19 +2024-11-22 13:36:48,383 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-19 +2024-11-22 13:36:48,385 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-22 13:36:48,386 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-19 +2024-11-22 13:36:48,389 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-19 +2024-11-22 13:36:48,391 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-19 +2024-11-22 13:36:48,394 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-19 +2024-11-22 13:36:48,397 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-19 +2024-11-22 13:36:48,400 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-19 +2024-11-22 13:36:48,402 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-19 +2024-11-22 13:36:48,404 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-22 13:36:48,406 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-22 13:36:48,409 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-19 +2024-11-22 13:36:48,412 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-18 +2024-11-22 13:36:48,414 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-19 +2024-11-22 13:36:48,417 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-19 +2024-11-22 13:36:48,419 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-19 +2024-11-22 13:36:48,421 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-19 +2024-11-22 13:36:48,424 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-19 +2024-11-22 13:36:48,427 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-19 +2024-11-22 13:36:48,430 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-19 +2024-11-22 13:36:48,434 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-19 +2024-11-22 13:36:48,436 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-19 +2024-11-22 13:36:48,439 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-19 +2024-11-22 13:36:48,442 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-19 +2024-11-22 13:36:48,445 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-19 +2024-11-22 13:36:48,450 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-19 +2024-11-22 13:36:48,452 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-22 13:36:48,454 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-22 13:36:48,456 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-22 13:36:48,458 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-20 +2024-11-22 13:36:48,463 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-20 +2024-11-22 13:36:48,464 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-20 +2024-11-22 13:36:48,467 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-20 +2024-11-22 13:36:48,471 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 13:36:48,472 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 13:36:48,475 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 13:36:48,479 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 13:36:48,482 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-22 13:36:48,484 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-22 13:36:48,486 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-19 +2024-11-22 13:36:48,487 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-19 +2024-11-22 13:36:48,489 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-18 +2024-11-22 13:36:48,491 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-19 +2024-11-22 13:36:48,496 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-19 +2024-11-22 13:36:48,499 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-22 13:36:48,501 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-22 13:36:48,502 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-19 +2024-11-22 13:36:48,504 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-19 +2024-11-22 13:36:48,506 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-19 +2024-11-22 13:36:48,508 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-19 +2024-11-22 13:36:48,513 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-19 +2024-11-22 13:36:48,516 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-19 +2024-11-22 13:36:48,517 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-19 +2024-11-22 13:36:48,520 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 13:36:48,521 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 13:36:48,523 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 13:36:48,524 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 13:36:48,529 - 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my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-22 13:36:48,561 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-22 13:36:48,563 - my_logger - INFO - Column ò was last updated at 2024-11-08 +2024-11-22 13:36:48,566 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 +2024-11-22 13:36:48,567 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-22 13:36:48,569 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-22 13:36:48,570 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-22 13:36:48,572 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-22 13:36:48,574 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-22 13:36:48,578 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-22 13:36:48,581 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-22 13:36:48,582 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-22 13:36:48,584 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-22 13:36:48,586 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-22 13:36:48,589 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-22 13:36:48,592 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-22 13:36:48,597 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-22 13:36:48,600 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-22 13:36:48,602 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-22 13:36:48,606 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-22 13:36:48,609 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-22 13:36:48,615 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-22 13:36:48,617 - 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Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:36:48,910 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:36:48,913 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:36:48,915 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:36:48,917 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 13:36:48,919 - my_logger - INFO - Column ˮλ was last updated at 2024-11-19 +2024-11-22 13:36:48,920 - my_logger - INFO - Column ovx index was last updated at 2024-11-19 +2024-11-22 13:36:48,922 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-19 +2024-11-22 13:36:48,924 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-19 +2024-11-22 13:36:48,930 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-19 +2024-11-22 13:36:48,931 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-19 +2024-11-22 13:36:48,934 - my_logger - 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INFO - ɾԤΪֵк(1823, 427) +2024-11-22 13:36:49,431 - my_logger - INFO - ɾȫΪֵк(1823, 356) +2024-11-22 13:36:53,201 - my_logger - INFO - ն(224) ܶ(130) ¶(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +219 C2403128043 +220 C2403150124 +221 FVHCM1 INDEX +222 GC1 COMB Comdty +223 C2404167855 + +[224 rows x 3 columns] +2024-11-22 13:36:53,218 - my_logger - INFO - Ϣܹ353,ն(224),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-22 13:36:53,220 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-22 13:36:54,283 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '73.35' WHERE ds = '2024-11-19 00:00:00' +2024-11-22 13:36:54,285 - my_logger - INFO - ʼѵģ... +2024-11-22 13:36:54,286 - my_logger - INFO - ģѵ +2024-11-22 13:36:54,286 - my_logger - INFO - ѵݻͼing +2024-11-22 13:36:55,170 - 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' +2024-11-22 13:36:56,774 - my_logger - INFO - ѵݻͼend +2024-11-22 13:36:56,774 - my_logger - INFO - ing +2024-11-22 13:36:57,044 - my_logger - INFO - ʼƼ۸ֱָͼ +2024-11-22 13:36:59,380 - my_logger - INFO - ۸ָܺΪ67.29718178974987 +2024-11-22 13:36:59,382 - my_logger - INFO - ʼƹӦֱָͼ +2024-11-22 13:37:01,595 - my_logger - INFO - ӦָܺΪ14.985815035604956 +2024-11-22 13:37:01,596 - my_logger - INFO - ʼֱָͼ +2024-11-22 13:37:03,959 - my_logger - INFO - ָܺΪ6.25197284721235 +2024-11-22 13:37:03,960 - my_logger - INFO - ʼƿֱָͼ +2024-11-22 13:37:06,174 - my_logger - INFO - ָܺΪ18.962665261571317 +2024-11-22 13:37:06,175 - my_logger - INFO - ʼڻгֱָͼ +2024-11-22 13:37:08,813 - my_logger - INFO - ڻгָܺΪ51.885481819982964 +2024-11-22 13:37:08,814 - my_logger - INFO - ʼֱָͼ +2024-11-22 13:37:09,165 - my_logger - INFO - ָܺΪ1.0136936453780894 +2024-11-22 13:37:09,166 - my_logger - INFO - ʼƽֱָͼ +2024-11-22 13:37:11,246 - my_logger - INFO - ָܺΪ5.633477877840687 +2024-11-22 13:37:11,247 - my_logger - INFO - ʼֱָͼ +2024-11-22 13:37:13,882 - my_logger - INFO - ָܺΪ12.177440218129728 +2024-11-22 13:37:13,883 - my_logger - INFO - ʼܺ͵ͼ +2024-11-22 13:37:14,175 - my_logger - INFO - ܺ͵ͼ +2024-11-22 13:37:18,355 - my_logger - INFO - end +2024-11-22 13:37:18,356 - my_logger - INFO - ģѵ +2024-11-22 14:25:59,588 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-22 14:25:59,588 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-22 14:26:51,078 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:26:51,081 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:26:51,084 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:26:51,087 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:26:51,090 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:26:51,096 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:26:51,105 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 +2024-11-22 14:26:51,108 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-22 14:26:51,115 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-22 14:26:51,122 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 +2024-11-22 14:26:51,126 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 +2024-11-22 14:26:51,132 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 +2024-11-22 14:26:51,133 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 14:26:51,136 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 14:26:51,140 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 14:26:51,144 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-22 14:26:51,146 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-22 14:26:51,147 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-22 14:26:51,150 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 +2024-11-22 14:26:51,153 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 +2024-11-22 14:26:51,154 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-22 14:26:51,159 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-22 14:26:51,162 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 +2024-11-22 14:26:51,166 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-22 14:26:51,169 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 +2024-11-22 14:26:51,171 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 +2024-11-22 14:26:51,175 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 +2024-11-22 14:26:51,179 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 +2024-11-22 14:26:51,182 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 +2024-11-22 14:26:51,184 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-22 14:26:51,188 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-22 14:26:51,191 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-22 14:26:51,194 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-22 14:26:51,195 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-20 +2024-11-22 14:26:51,197 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-20 +2024-11-22 14:26:51,198 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-20 +2024-11-22 14:26:51,201 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-19 +2024-11-22 14:26:51,205 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-19 +2024-11-22 14:26:51,208 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-19 +2024-11-22 14:26:51,210 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-19 +2024-11-22 14:26:51,211 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-19 +2024-11-22 14:26:51,213 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-19 +2024-11-22 14:26:51,217 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-19 +2024-11-22 14:26:51,223 - my_logger - INFO - Column ͵һ was last updated at 2024-11-19 +2024-11-22 14:26:51,227 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-22 14:26:51,230 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-22 14:26:51,234 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-19 +2024-11-22 14:26:51,237 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-19 +2024-11-22 14:26:51,240 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-19 +2024-11-22 14:26:51,242 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-19 +2024-11-22 14:26:51,244 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-19 +2024-11-22 14:26:51,247 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-19 +2024-11-22 14:26:51,249 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-19 +2024-11-22 14:26:51,250 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-19 +2024-11-22 14:26:51,256 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-19 +2024-11-22 14:26:51,258 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-22 14:26:51,259 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-22 14:26:51,261 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-22 14:26:51,263 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-22 14:26:51,265 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-19 +2024-11-22 14:26:51,266 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-19 +2024-11-22 14:26:51,271 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-19 +2024-11-22 14:26:51,273 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-19 +2024-11-22 14:26:51,275 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-19 +2024-11-22 14:26:51,276 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-19 +2024-11-22 14:26:51,279 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-19 +2024-11-22 14:26:51,281 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-19 +2024-11-22 14:26:51,283 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-19 +2024-11-22 14:26:51,288 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-19 +2024-11-22 14:26:51,292 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-19 +2024-11-22 14:26:51,294 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-22 14:26:51,295 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-19 +2024-11-22 14:26:51,297 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-19 +2024-11-22 14:26:51,299 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-22 14:26:51,301 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-19 +2024-11-22 14:26:51,306 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-19 +2024-11-22 14:26:51,308 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-19 +2024-11-22 14:26:51,309 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-19 +2024-11-22 14:26:51,311 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-19 +2024-11-22 14:26:51,313 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-19 +2024-11-22 14:26:51,315 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-19 +2024-11-22 14:26:51,319 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-22 14:26:51,323 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 +2024-11-22 14:26:51,325 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-22 14:26:51,327 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-22 14:26:51,329 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-22 14:26:51,331 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-19 +2024-11-22 14:26:51,335 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-19 +2024-11-22 14:26:51,339 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-20 +2024-11-22 14:26:51,341 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-20 +2024-11-22 14:26:51,343 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-22 14:26:51,346 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-22 14:26:51,348 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 +2024-11-22 14:26:51,349 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-22 14:26:51,353 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-22 14:26:51,356 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-22 14:26:51,358 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 +2024-11-22 14:26:51,360 - my_logger - INFO - Column y was last updated at 2024-11-19 +2024-11-22 14:26:51,361 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-22 14:26:51,364 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-19 +2024-11-22 14:26:51,365 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-19 +2024-11-22 14:26:51,368 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-20 +2024-11-22 14:26:51,370 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-19 +2024-11-22 14:26:51,374 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-19 +2024-11-22 14:26:51,375 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-19 +2024-11-22 14:26:51,377 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-19 +2024-11-22 14:26:51,379 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-19 +2024-11-22 14:26:51,381 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-19 +2024-11-22 14:26:51,383 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-19 +2024-11-22 14:26:51,389 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-19 +2024-11-22 14:26:51,392 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-19 +2024-11-22 14:26:51,394 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-19 +2024-11-22 14:26:51,396 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-19 +2024-11-22 14:26:51,398 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-19 +2024-11-22 14:26:51,400 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-19 +2024-11-22 14:26:51,404 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-19 +2024-11-22 14:26:51,407 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-22 14:26:51,409 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-22 14:26:51,411 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-20 +2024-11-22 14:26:51,411 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-22 14:26:51,414 - my_logger - INFO - Column Brent* was last updated at 2024-11-19 +2024-11-22 14:26:51,416 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-22 14:26:51,418 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-22 14:26:51,424 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-22 14:26:51,425 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-19 +2024-11-22 14:26:51,427 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 14:26:51,429 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 14:26:51,430 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 14:26:51,432 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-19 +2024-11-22 14:26:51,435 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-19 +2024-11-22 14:26:51,440 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-19 +2024-11-22 14:26:51,442 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-22 14:26:51,443 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-22 14:26:51,446 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-22 14:26:51,448 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-22 14:26:51,450 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-19 +2024-11-22 14:26:51,453 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-22 14:26:51,457 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-19 +2024-11-22 14:26:51,459 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-19 +2024-11-22 14:26:51,461 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 14:26:51,463 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 14:26:51,464 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 14:26:51,466 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 14:26:51,473 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-22 14:26:51,475 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-22 14:26:51,477 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-19 +2024-11-22 14:26:51,479 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-22 14:26:51,481 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-22 14:26:51,483 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 14:26:51,489 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 14:26:51,491 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 14:26:51,493 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 +2024-11-22 14:26:51,495 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 +2024-11-22 14:26:51,497 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-22 14:26:51,499 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 +2024-11-22 14:26:51,501 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 +2024-11-22 14:26:51,506 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 +2024-11-22 14:26:51,508 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 +2024-11-22 14:26:51,510 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 +2024-11-22 14:26:51,512 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 +2024-11-22 14:26:51,513 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 14:26:51,518 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 +2024-11-22 14:26:51,522 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 +2024-11-22 14:26:51,523 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-22 14:26:51,526 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-22 14:26:51,527 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-22 14:26:51,529 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 +2024-11-22 14:26:51,531 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 14:26:51,533 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-22 14:26:51,535 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-22 14:26:51,539 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-22 14:26:51,542 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-22 14:26:51,543 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-22 14:26:51,546 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-22 14:26:51,548 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-22 14:26:51,550 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-22 14:26:51,553 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-22 14:26:51,556 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-22 14:26:51,557 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-22 14:26:51,559 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-22 14:26:51,563 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 +2024-11-22 14:26:51,564 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 +2024-11-22 14:26:51,565 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 +2024-11-22 14:26:51,568 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 +2024-11-22 14:26:51,572 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 +2024-11-22 14:26:51,574 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 +2024-11-22 14:26:51,577 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 +2024-11-22 14:26:51,579 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 +2024-11-22 14:26:51,580 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-22 14:26:51,583 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-22 14:26:51,585 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-22 14:26:51,589 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 14:26:51,593 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 +2024-11-22 14:26:51,596 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-22 14:26:51,597 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 +2024-11-22 14:26:51,599 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-22 14:26:51,601 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-19 +2024-11-22 14:26:51,608 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-19 +2024-11-22 14:26:51,610 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-19 +2024-11-22 14:26:51,611 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-19 +2024-11-22 14:26:51,613 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-19 +2024-11-22 14:26:51,615 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-22 14:26:51,617 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-22 14:26:51,622 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-19 +2024-11-22 14:26:51,624 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-19 +2024-11-22 14:26:51,626 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-19 +2024-11-22 14:26:51,628 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-19 +2024-11-22 14:26:51,629 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-19 +2024-11-22 14:26:51,631 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-19 +2024-11-22 14:26:51,633 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-19 +2024-11-22 14:26:51,636 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-19 +2024-11-22 14:26:51,640 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-19 +2024-11-22 14:26:51,643 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-19 +2024-11-22 14:26:51,645 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-19 +2024-11-22 14:26:51,647 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-19 +2024-11-22 14:26:51,648 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-19 +2024-11-22 14:26:51,650 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-19 +2024-11-22 14:26:51,656 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-19 +2024-11-22 14:26:51,659 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-19 +2024-11-22 14:26:51,661 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-19 +2024-11-22 14:26:51,662 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-19 +2024-11-22 14:26:51,663 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-19 +2024-11-22 14:26:51,666 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-19 +2024-11-22 14:26:51,672 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-19 +2024-11-22 14:26:51,675 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-19 +2024-11-22 14:26:51,677 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-18 +2024-11-22 14:26:51,680 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-19 +2024-11-22 14:26:51,681 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-19 +2024-11-22 14:26:51,685 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-19 +2024-11-22 14:26:51,689 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-22 14:26:51,692 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-19 +2024-11-22 14:26:51,694 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-18 +2024-11-22 14:26:51,696 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-19 +2024-11-22 14:26:51,697 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-19 +2024-11-22 14:26:51,700 - my_logger - INFO - Column DFL was last updated at 2024-11-19 +2024-11-22 14:26:51,703 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-19 +2024-11-22 14:26:51,708 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-20 +2024-11-22 14:26:51,709 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-19 +2024-11-22 14:26:51,711 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-19 +2024-11-22 14:26:51,712 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 +2024-11-22 14:26:51,715 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-19 +2024-11-22 14:26:51,717 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-19 +2024-11-22 14:26:51,722 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-19 +2024-11-22 14:26:51,723 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-19 +2024-11-22 14:26:51,726 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-19 +2024-11-22 14:26:51,727 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-19 +2024-11-22 14:26:51,729 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-19 +2024-11-22 14:26:51,731 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-20 +2024-11-22 14:26:51,735 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 +2024-11-22 14:26:51,739 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-22 14:26:51,742 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-20 +2024-11-22 14:26:51,744 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-18 +2024-11-22 14:26:51,747 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 +2024-11-22 14:26:51,750 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-19 +2024-11-22 14:26:51,753 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-20 +2024-11-22 14:26:51,756 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-22 14:26:51,758 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-19 +2024-11-22 14:26:51,760 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-20 +2024-11-22 14:26:51,761 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-22 14:26:51,764 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-18 +2024-11-22 14:26:51,765 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-18 +2024-11-22 14:26:51,768 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-18 +2024-11-22 14:26:51,773 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-18 +2024-11-22 14:26:51,774 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-19 +2024-11-22 14:26:51,776 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-18 +2024-11-22 14:26:51,777 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-22 14:26:51,780 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-18 +2024-11-22 14:26:51,781 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 +2024-11-22 14:26:51,785 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-19 +2024-11-22 14:26:51,789 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-19 +2024-11-22 14:26:51,792 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-19 +2024-11-22 14:26:51,795 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 +2024-11-22 14:26:51,797 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-19 +2024-11-22 14:26:51,798 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-19 +2024-11-22 14:26:51,801 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-22 14:26:51,805 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-19 +2024-11-22 14:26:51,807 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-22 14:26:51,810 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-19 +2024-11-22 14:26:51,812 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-19 +2024-11-22 14:26:51,813 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-19 +2024-11-22 14:26:51,815 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-22 14:26:51,817 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-19 +2024-11-22 14:26:51,821 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-19 +2024-11-22 14:26:51,824 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-19 +2024-11-22 14:26:51,826 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-19 +2024-11-22 14:26:51,828 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-19 +2024-11-22 14:26:51,830 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-19 +2024-11-22 14:26:51,833 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-19 +2024-11-22 14:26:51,835 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-22 14:26:51,840 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-22 14:26:51,843 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-19 +2024-11-22 14:26:51,844 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-18 +2024-11-22 14:26:51,846 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-19 +2024-11-22 14:26:51,848 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-19 +2024-11-22 14:26:51,849 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-19 +2024-11-22 14:26:51,852 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-19 +2024-11-22 14:26:51,857 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-19 +2024-11-22 14:26:51,859 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-19 +2024-11-22 14:26:51,860 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-19 +2024-11-22 14:26:51,862 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-19 +2024-11-22 14:26:51,863 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-19 +2024-11-22 14:26:51,866 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-19 +2024-11-22 14:26:51,868 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-19 +2024-11-22 14:26:51,874 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-19 +2024-11-22 14:26:51,876 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-19 +2024-11-22 14:26:51,877 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-22 14:26:51,880 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-22 14:26:51,881 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-22 14:26:51,884 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-20 +2024-11-22 14:26:51,890 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-20 +2024-11-22 14:26:51,892 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-20 +2024-11-22 14:26:51,894 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-20 +2024-11-22 14:26:51,895 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 14:26:51,898 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 14:26:51,900 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 14:26:51,905 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 14:26:51,907 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-22 14:26:51,910 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-22 14:26:51,911 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-19 +2024-11-22 14:26:51,914 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-19 +2024-11-22 14:26:51,916 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-18 +2024-11-22 14:26:51,919 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-19 +2024-11-22 14:26:51,923 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-19 +2024-11-22 14:26:51,925 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-22 14:26:51,928 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-22 14:26:51,930 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-19 +2024-11-22 14:26:51,933 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-19 +2024-11-22 14:26:51,940 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-19 +2024-11-22 14:26:51,956 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-19 +2024-11-22 14:26:51,963 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-19 +2024-11-22 14:26:51,969 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-19 +2024-11-22 14:26:51,973 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-19 +2024-11-22 14:26:51,976 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 14:26:51,978 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 14:26:51,980 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 14:26:51,982 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 14:26:51,983 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 +2024-11-22 14:26:51,989 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 +2024-11-22 14:26:51,991 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 +2024-11-22 14:26:51,993 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-22 14:26:51,995 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-22 14:26:51,997 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-22 14:26:51,998 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-22 14:26:52,000 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-22 14:26:52,003 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 +2024-11-22 14:26:52,008 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-22 14:26:52,009 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-22 14:26:52,011 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 +2024-11-22 14:26:52,013 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-22 14:26:52,014 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-22 14:26:52,018 - my_logger - INFO - Column ò was last updated at 2024-11-08 +2024-11-22 14:26:52,023 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 +2024-11-22 14:26:52,025 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-22 14:26:52,027 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-22 14:26:52,029 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-22 14:26:52,031 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-22 14:26:52,032 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-22 14:26:52,037 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-22 14:26:52,041 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-22 14:26:52,043 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-22 14:26:52,044 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-22 14:26:52,047 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-22 14:26:52,049 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-22 14:26:52,090 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-22 14:26:52,098 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-22 14:26:52,111 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-22 14:26:52,113 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-22 14:26:52,115 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-22 14:26:52,119 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-22 14:26:52,123 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-22 14:26:52,125 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-22 14:26:52,128 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-22 14:26:52,129 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-22 14:26:52,131 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-22 14:26:52,133 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-22 14:26:52,136 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-22 14:26:52,140 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-22 14:26:52,143 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 +2024-11-22 14:26:52,144 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-22 14:26:52,147 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 +2024-11-22 14:26:52,148 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-22 14:26:52,151 - my_logger - INFO - Column was last updated at 2024-11-08 +2024-11-22 14:26:52,156 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 +2024-11-22 14:26:52,159 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-22 14:26:52,161 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-22 14:26:52,163 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 +2024-11-22 14:26:52,165 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-22 14:26:52,167 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-22 14:26:52,172 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-22 14:26:52,175 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 +2024-11-22 14:26:52,178 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 14:26:52,179 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 +2024-11-22 14:26:52,181 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 +2024-11-22 14:26:52,182 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 +2024-11-22 14:26:52,187 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 +2024-11-22 14:26:52,191 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 +2024-11-22 14:26:52,193 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 +2024-11-22 14:26:52,195 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-18 +2024-11-22 14:26:52,197 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-18 +2024-11-22 14:26:52,198 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 +2024-11-22 14:26:52,202 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 +2024-11-22 14:26:52,208 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 +2024-11-22 14:26:52,211 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 +2024-11-22 14:26:52,213 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 14:26:52,219 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 14:26:52,225 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-22 14:26:52,228 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,230 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 14:26:52,236 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 14:26:52,240 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,242 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,244 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,247 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,250 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,254 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,256 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,258 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 14:26:52,261 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,263 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 14:26:52,264 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,266 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 14:26:52,270 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,273 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-22 14:26:52,275 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,277 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,279 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,280 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,283 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,286 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-22 14:26:52,291 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,293 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,295 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,296 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,298 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,299 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,304 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,306 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,309 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,310 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,311 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,314 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,315 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,320 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,325 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,328 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,331 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,334 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,340 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,343 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,345 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,348 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,350 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:26:52,352 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,356 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 14:26:52,359 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,361 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,363 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,364 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,366 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,369 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 14:26:52,373 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,375 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,377 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,381 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,385 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,391 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 14:26:52,393 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,395 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,397 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,403 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,408 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,411 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,413 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,415 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,418 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,422 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,423 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,425 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,428 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,429 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,431 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,434 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,439 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,441 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,443 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,445 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,448 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:26:52,450 - my_logger - INFO - Column ˮλ was last updated at 2024-11-19 +2024-11-22 14:26:52,453 - my_logger - INFO - Column ovx index was last updated at 2024-11-19 +2024-11-22 14:26:52,456 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-19 +2024-11-22 14:26:52,458 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-19 +2024-11-22 14:26:52,461 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-19 +2024-11-22 14:26:52,462 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-19 +2024-11-22 14:26:52,464 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 +2024-11-22 14:26:52,467 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-22 14:26:52,472 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-22 14:26:52,474 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-22 14:26:52,475 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-18 +2024-11-22 14:26:52,478 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-19 +2024-11-22 14:26:52,480 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-19 +2024-11-22 14:26:52,485 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-22 14:26:52,488 - my_logger - INFO - ɾԤǰ(2881, 504) +2024-11-22 14:26:52,495 - my_logger - INFO - ɾԤ(2881, 431) +2024-11-22 14:26:52,495 - my_logger - INFO - ɾ²ǰ(2881, 431) +2024-11-22 14:26:53,018 - my_logger - INFO - ɾ²(2881, 427) +2024-11-22 14:26:53,022 - my_logger - INFO - ɾԤΪֵк(1823, 427) +2024-11-22 14:26:53,027 - my_logger - INFO - ɾȫΪֵк(1823, 356) +2024-11-22 14:26:57,341 - my_logger - INFO - ն(224) ܶ(130) ¶(1) +0 ŷӹBrentԭCDU EIAƷ EIAͲǧͰգ +1 īӹWTIԭCDU йͱ +2 ¼ӹDubaiԭCDU DOE-Ͳ/3 +3 ŷӹBrentԭCDU M2 ͱ裨ܶȣ +4 īӹWTIԭCDU M2 Ͳܶȣ +.. ... ... ... +219 C2403128043 +220 C2403150124 +221 FVHCM1 INDEX +222 GC1 COMB Comdty +223 C2404167855 + +[224 rows x 3 columns] +2024-11-22 14:26:57,366 - my_logger - INFO - Ϣܹ353,ն(224),ܶ(130),¶(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-22 14:26:57,368 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-22 14:26:58,713 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '73.35' WHERE ds = '2024-11-19 00:00:00' +2024-11-22 14:26:58,721 - my_logger - INFO - ʼѵģ... +2024-11-22 14:26:58,748 - my_logger - INFO - Training set head: +2024-11-22 14:26:58,750 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ Ͳܶȣ ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id +2577 2017-10-31 37614.0 732.4702 114.0476 66472.0 71169.0 ... 1.0 0.0 0.0 0.0 0.0 1 +2576 2017-11-01 37614.0 732.4702 114.0476 66472.0 71169.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2575 2017-11-02 37614.0 732.4702 114.0476 66472.0 71169.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2574 2017-11-03 37614.0 732.4702 114.0476 66472.0 71169.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2571 2017-11-06 37614.0 732.4702 114.0476 66472.0 71169.0 ... 0.0 0.0 0.0 0.0 0.0 1 + +[5 rows x 371 columns] +2024-11-22 14:26:59,137 - my_logger - INFO - +Testing set head: +2024-11-22 14:26:59,139 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ Ͳܶȣ ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id +2059 2019-04-02 35878.0 732.4702 -59.2381 63917.0 68691.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2058 2019-04-03 35878.0 732.4702 -59.2381 63917.0 68691.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2057 2019-04-04 35878.0 732.4702 -59.2381 63917.0 68691.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2056 2019-04-05 36407.0 732.4702 127.9048 68642.0 71183.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2053 2019-04-08 36407.0 732.4702 127.9048 68642.0 71183.0 ... 0.0 0.0 0.0 0.0 0.0 1 + +[5 rows x 371 columns] +2024-11-22 14:33:03,003 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-22 14:33:03,004 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-22 14:35:22,469 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:35:22,484 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:35:22,490 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:35:22,496 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:35:22,505 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:35:22,508 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:35:22,511 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 +2024-11-22 14:35:22,515 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-22 14:35:22,522 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-22 14:35:22,526 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 +2024-11-22 14:35:22,531 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 +2024-11-22 14:35:22,539 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 +2024-11-22 14:35:22,542 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 14:35:22,546 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 14:35:22,555 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 14:35:22,562 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-22 14:35:22,565 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-22 14:35:22,573 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-22 14:35:22,578 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 +2024-11-22 14:35:22,583 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 +2024-11-22 14:35:22,592 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-22 14:35:22,596 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-22 14:35:22,600 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 +2024-11-22 14:35:22,608 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-22 14:35:22,612 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 +2024-11-22 14:35:22,615 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 +2024-11-22 14:35:22,619 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 +2024-11-22 14:35:22,623 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 +2024-11-22 14:35:22,626 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 +2024-11-22 14:35:22,629 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-22 14:35:22,638 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-22 14:35:22,643 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-22 14:35:22,646 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-22 14:35:22,654 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-20 +2024-11-22 14:35:22,658 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-20 +2024-11-22 14:35:22,661 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-20 +2024-11-22 14:35:22,664 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-19 +2024-11-22 14:35:22,672 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-19 +2024-11-22 14:35:22,676 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-19 +2024-11-22 14:35:22,679 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-19 +2024-11-22 14:35:22,687 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-19 +2024-11-22 14:35:22,692 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-19 +2024-11-22 14:35:22,695 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-19 +2024-11-22 14:35:22,702 - my_logger - INFO - Column ͵һ was last updated at 2024-11-19 +2024-11-22 14:35:22,707 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-22 14:35:22,710 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-22 14:35:22,715 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-19 +2024-11-22 14:35:22,722 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-19 +2024-11-22 14:35:22,725 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-19 +2024-11-22 14:35:22,731 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-19 +2024-11-22 14:35:22,739 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-19 +2024-11-22 14:35:22,743 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-19 +2024-11-22 14:35:22,747 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-19 +2024-11-22 14:35:22,755 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-19 +2024-11-22 14:35:22,760 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-19 +2024-11-22 14:35:22,764 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-22 14:35:22,770 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-22 14:35:22,774 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-22 14:35:22,779 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-22 14:35:22,783 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-19 +2024-11-22 14:35:22,788 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-19 +2024-11-22 14:35:22,793 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-19 +2024-11-22 14:35:22,796 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-19 +2024-11-22 14:35:22,802 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-19 +2024-11-22 14:35:22,808 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-19 +2024-11-22 14:35:22,810 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-19 +2024-11-22 14:35:22,816 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-19 +2024-11-22 14:35:22,823 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-19 +2024-11-22 14:35:22,827 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-19 +2024-11-22 14:35:22,830 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-19 +2024-11-22 14:35:22,838 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-22 14:35:22,842 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-19 +2024-11-22 14:35:22,847 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-19 +2024-11-22 14:35:22,853 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-22 14:35:22,857 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-19 +2024-11-22 14:35:22,861 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-19 +2024-11-22 14:35:22,865 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-19 +2024-11-22 14:35:22,873 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-19 +2024-11-22 14:35:22,878 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-19 +2024-11-22 14:35:22,881 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-19 +2024-11-22 14:35:22,889 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-19 +2024-11-22 14:35:22,893 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-22 14:35:22,898 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 +2024-11-22 14:35:22,905 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-22 14:35:22,909 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-22 14:35:22,914 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-22 14:35:22,920 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-19 +2024-11-22 14:35:22,923 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-19 +2024-11-22 14:35:22,928 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-20 +2024-11-22 14:35:22,933 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-20 +2024-11-22 14:35:22,938 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-22 14:35:22,943 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-22 14:35:22,947 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 +2024-11-22 14:35:22,952 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-22 14:35:22,957 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-22 14:35:22,960 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-22 14:35:22,965 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 +2024-11-22 14:35:22,973 - my_logger - INFO - Column y was last updated at 2024-11-19 +2024-11-22 14:35:22,978 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-22 14:35:22,980 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-19 +2024-11-22 14:35:22,988 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-19 +2024-11-22 14:35:22,993 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-20 +2024-11-22 14:35:22,997 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-19 +2024-11-22 14:35:23,002 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-19 +2024-11-22 14:35:23,008 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-19 +2024-11-22 14:35:23,012 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-19 +2024-11-22 14:35:23,018 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-19 +2024-11-22 14:35:23,023 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-19 +2024-11-22 14:35:23,026 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-19 +2024-11-22 14:35:23,033 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-19 +2024-11-22 14:35:23,039 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-19 +2024-11-22 14:35:23,044 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-19 +2024-11-22 14:35:23,056 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-19 +2024-11-22 14:35:23,063 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-19 +2024-11-22 14:35:23,072 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-19 +2024-11-22 14:35:23,080 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-19 +2024-11-22 14:35:23,095 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-22 14:35:23,104 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-22 14:35:23,112 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-20 +2024-11-22 14:35:23,120 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-22 14:35:23,127 - my_logger - INFO - Column Brent* was last updated at 2024-11-19 +2024-11-22 14:35:23,134 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-22 14:35:23,141 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-22 14:35:23,144 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-22 14:35:23,147 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-19 +2024-11-22 14:35:23,156 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 14:35:23,160 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 14:35:23,163 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 14:35:23,172 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-19 +2024-11-22 14:35:23,175 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-19 +2024-11-22 14:35:23,179 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-19 +2024-11-22 14:35:23,186 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-22 14:35:23,192 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-22 14:35:23,195 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-22 14:35:23,200 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-22 14:35:23,205 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-19 +2024-11-22 14:35:23,209 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-22 14:35:23,213 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-19 +2024-11-22 14:35:23,221 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-19 +2024-11-22 14:35:23,225 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 14:35:23,228 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 14:35:23,235 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 14:35:23,240 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 14:35:23,244 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-22 14:35:23,252 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-22 14:35:23,256 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-19 +2024-11-22 14:35:23,261 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-22 14:35:23,266 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-22 14:35:23,274 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 14:35:23,279 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 14:35:23,286 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 14:35:23,291 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 +2024-11-22 14:35:23,295 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 +2024-11-22 14:35:23,301 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-22 14:35:23,305 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 +2024-11-22 14:35:23,310 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 +2024-11-22 14:35:23,313 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 +2024-11-22 14:35:23,320 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 +2024-11-22 14:35:23,324 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 +2024-11-22 14:35:23,328 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 +2024-11-22 14:35:23,330 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 14:35:23,336 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 +2024-11-22 14:35:23,343 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 +2024-11-22 14:35:23,347 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-22 14:35:23,356 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-22 14:35:23,360 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-22 14:35:23,363 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 +2024-11-22 14:35:23,370 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 14:35:23,374 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-22 14:35:23,378 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-22 14:35:23,381 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-22 14:35:23,389 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-22 14:35:23,392 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-22 14:35:23,395 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-22 14:35:23,402 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-22 14:35:23,406 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-22 14:35:23,410 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-22 14:35:23,414 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-22 14:35:23,421 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-22 14:35:23,427 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-22 14:35:23,430 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 +2024-11-22 14:35:23,438 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 +2024-11-22 14:35:23,442 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 +2024-11-22 14:35:23,445 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 +2024-11-22 14:35:23,450 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 +2024-11-22 14:35:23,454 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 +2024-11-22 14:35:23,459 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 +2024-11-22 14:35:23,465 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 +2024-11-22 14:35:23,472 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-22 14:35:23,476 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-22 14:35:23,480 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-22 14:35:23,486 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 14:35:23,493 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 +2024-11-22 14:35:23,497 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-22 14:35:23,505 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 +2024-11-22 14:35:23,509 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-22 14:35:23,513 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-19 +2024-11-22 14:35:23,520 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-19 +2024-11-22 14:35:23,523 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-19 +2024-11-22 14:35:23,527 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-19 +2024-11-22 14:35:23,530 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-19 +2024-11-22 14:35:23,538 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-22 14:35:23,543 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-22 14:35:23,546 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-19 +2024-11-22 14:35:23,554 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-19 +2024-11-22 14:35:23,558 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-19 +2024-11-22 14:35:23,561 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-19 +2024-11-22 14:35:23,568 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-19 +2024-11-22 14:35:23,572 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-19 +2024-11-22 14:35:23,576 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-19 +2024-11-22 14:35:23,580 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-19 +2024-11-22 14:35:23,586 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-19 +2024-11-22 14:35:23,591 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-19 +2024-11-22 14:35:23,594 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-19 +2024-11-22 14:35:23,600 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-19 +2024-11-22 14:35:23,605 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-19 +2024-11-22 14:35:23,608 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-19 +2024-11-22 14:35:23,612 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-19 +2024-11-22 14:35:23,617 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-19 +2024-11-22 14:35:23,622 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-19 +2024-11-22 14:35:23,627 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-19 +2024-11-22 14:35:23,631 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-19 +2024-11-22 14:35:23,636 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-19 +2024-11-22 14:35:23,641 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-19 +2024-11-22 14:35:23,645 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-19 +2024-11-22 14:35:23,649 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-18 +2024-11-22 14:35:23,654 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-19 +2024-11-22 14:35:23,659 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-19 +2024-11-22 14:35:23,662 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-19 +2024-11-22 14:35:23,668 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-22 14:35:23,673 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-19 +2024-11-22 14:35:23,677 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-18 +2024-11-22 14:35:23,680 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-19 +2024-11-22 14:35:23,688 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-19 +2024-11-22 14:35:23,692 - my_logger - INFO - Column DFL was last updated at 2024-11-19 +2024-11-22 14:35:23,695 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-19 +2024-11-22 14:35:23,699 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-20 +2024-11-22 14:35:23,707 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-19 +2024-11-22 14:35:23,711 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-19 +2024-11-22 14:35:23,714 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 +2024-11-22 14:35:23,722 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-19 +2024-11-22 14:35:23,726 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-19 +2024-11-22 14:35:23,728 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-19 +2024-11-22 14:35:23,735 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-19 +2024-11-22 14:35:23,741 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-19 +2024-11-22 14:35:23,745 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-19 +2024-11-22 14:35:23,749 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-19 +2024-11-22 14:35:23,756 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-20 +2024-11-22 14:35:23,760 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 +2024-11-22 14:35:23,762 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-22 14:35:23,770 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-20 +2024-11-22 14:35:23,774 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-18 +2024-11-22 14:35:23,777 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 +2024-11-22 14:35:23,784 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-19 +2024-11-22 14:35:23,789 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-20 +2024-11-22 14:35:23,793 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-22 14:35:23,797 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-19 +2024-11-22 14:35:23,804 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-20 +2024-11-22 14:35:23,808 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-22 14:35:23,813 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-18 +2024-11-22 14:35:23,819 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-18 +2024-11-22 14:35:23,824 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-18 +2024-11-22 14:35:23,828 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-18 +2024-11-22 14:35:23,833 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-19 +2024-11-22 14:35:23,839 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-18 +2024-11-22 14:35:23,846 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-22 14:35:23,851 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-18 +2024-11-22 14:35:23,856 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 +2024-11-22 14:35:23,861 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-19 +2024-11-22 14:35:23,865 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-19 +2024-11-22 14:35:23,873 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-19 +2024-11-22 14:35:23,877 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 +2024-11-22 14:35:23,880 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-19 +2024-11-22 14:35:23,889 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-19 +2024-11-22 14:35:23,893 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-22 14:35:23,896 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-19 +2024-11-22 14:35:23,904 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-22 14:35:23,910 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-19 +2024-11-22 14:35:23,915 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-19 +2024-11-22 14:35:23,953 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-19 +2024-11-22 14:35:23,962 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-22 14:35:23,973 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-19 +2024-11-22 14:35:23,979 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-19 +2024-11-22 14:35:23,986 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-19 +2024-11-22 14:35:23,990 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-19 +2024-11-22 14:35:23,994 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-19 +2024-11-22 14:35:24,002 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-19 +2024-11-22 14:35:24,006 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-19 +2024-11-22 14:35:24,011 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-22 14:35:24,014 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-22 14:35:24,021 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-19 +2024-11-22 14:35:24,025 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-18 +2024-11-22 14:35:24,028 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-19 +2024-11-22 14:35:24,032 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-19 +2024-11-22 14:35:24,039 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-19 +2024-11-22 14:35:24,043 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-19 +2024-11-22 14:35:24,046 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-19 +2024-11-22 14:35:24,052 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-19 +2024-11-22 14:35:24,056 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-19 +2024-11-22 14:35:24,059 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-19 +2024-11-22 14:35:24,064 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-19 +2024-11-22 14:35:24,072 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-19 +2024-11-22 14:35:24,077 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-19 +2024-11-22 14:35:24,080 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-19 +2024-11-22 14:35:24,089 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-19 +2024-11-22 14:35:24,093 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-22 14:35:24,097 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-22 14:35:24,105 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-22 14:35:24,108 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-20 +2024-11-22 14:35:24,112 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-20 +2024-11-22 14:35:24,117 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-20 +2024-11-22 14:35:24,122 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-20 +2024-11-22 14:35:24,128 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 14:35:24,132 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 14:35:24,139 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 14:35:24,144 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 14:35:24,148 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-22 14:35:24,154 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-22 14:35:24,157 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-19 +2024-11-22 14:35:24,162 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-19 +2024-11-22 14:35:24,166 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-18 +2024-11-22 14:35:24,172 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-19 +2024-11-22 14:35:24,176 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-19 +2024-11-22 14:35:24,181 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-22 14:35:24,186 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-22 14:35:24,191 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-19 +2024-11-22 14:35:24,195 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-19 +2024-11-22 14:35:24,199 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-19 +2024-11-22 14:35:24,205 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-19 +2024-11-22 14:35:24,209 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-19 +2024-11-22 14:35:24,214 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-19 +2024-11-22 14:35:24,218 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-19 +2024-11-22 14:35:24,222 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 14:35:24,227 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 14:35:24,230 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 14:35:24,238 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 14:35:24,243 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 +2024-11-22 14:35:24,246 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 +2024-11-22 14:35:24,252 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 +2024-11-22 14:35:24,256 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-22 14:35:24,261 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-22 14:35:24,266 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-22 14:35:24,272 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-22 14:35:24,277 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-22 14:35:24,279 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 +2024-11-22 14:35:24,284 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-22 14:35:24,290 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-22 14:35:24,295 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 +2024-11-22 14:35:24,298 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-22 14:35:24,306 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-22 14:35:24,309 - my_logger - INFO - Column ò was last updated at 2024-11-08 +2024-11-22 14:35:24,313 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 +2024-11-22 14:35:24,320 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-22 14:35:24,324 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-22 14:35:24,328 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-22 14:35:24,334 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-22 14:35:24,338 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-22 14:35:24,342 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-22 14:35:24,347 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-22 14:35:24,354 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-22 14:35:24,357 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-22 14:35:24,361 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-22 14:35:24,367 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-22 14:35:24,373 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-22 14:35:24,376 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-22 14:35:24,381 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-22 14:35:24,388 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-22 14:35:24,391 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-22 14:35:24,394 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-22 14:35:24,401 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-22 14:35:24,406 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-22 14:35:24,409 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-22 14:35:24,413 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-22 14:35:24,417 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-22 14:35:24,422 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-22 14:35:24,425 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-22 14:35:24,429 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-22 14:35:24,435 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 +2024-11-22 14:35:24,439 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-22 14:35:24,444 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 +2024-11-22 14:35:24,448 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-22 14:35:24,455 - my_logger - INFO - Column was last updated at 2024-11-08 +2024-11-22 14:35:24,460 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 +2024-11-22 14:35:24,466 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-22 14:35:24,472 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-22 14:35:24,476 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 +2024-11-22 14:35:24,479 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-22 14:35:24,486 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-22 14:35:24,493 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-22 14:35:24,509 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 +2024-11-22 14:35:24,514 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 14:35:24,522 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 +2024-11-22 14:35:24,525 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 +2024-11-22 14:35:24,528 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 +2024-11-22 14:35:24,534 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 +2024-11-22 14:35:24,540 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 +2024-11-22 14:35:24,543 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 +2024-11-22 14:35:24,547 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-18 +2024-11-22 14:35:24,553 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-18 +2024-11-22 14:35:24,557 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 +2024-11-22 14:35:24,560 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 +2024-11-22 14:35:24,566 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 +2024-11-22 14:35:24,572 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 +2024-11-22 14:35:24,576 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 14:35:24,580 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 14:35:24,585 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-22 14:35:24,590 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,595 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 14:35:24,598 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 14:35:24,605 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,609 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,612 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,617 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,621 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,625 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,628 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,633 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 14:35:24,640 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,642 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 14:35:24,646 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,651 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 14:35:24,655 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,659 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-22 14:35:24,663 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,667 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,673 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,677 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,679 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,686 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-22 14:35:24,690 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,693 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,697 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,703 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,709 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,713 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,720 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,724 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,728 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,731 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,738 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,742 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,747 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,754 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,757 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,761 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,765 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,771 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,776 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,782 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,790 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,794 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,798 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:35:24,804 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,809 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 14:35:24,812 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,818 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,823 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,827 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,830 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,838 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 14:35:24,842 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,845 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,848 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,856 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,859 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,862 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 14:35:24,867 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,873 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,877 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,880 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,889 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,892 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,896 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,900 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,907 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,910 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,913 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,920 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,924 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,929 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,933 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,939 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,943 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,947 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,953 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,958 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,960 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:35:24,964 - my_logger - INFO - Column ˮλ was last updated at 2024-11-19 +2024-11-22 14:35:24,970 - my_logger - INFO - Column ovx index was last updated at 2024-11-19 +2024-11-22 14:35:24,974 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-19 +2024-11-22 14:35:24,978 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-19 +2024-11-22 14:35:24,982 - 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my_logger - INFO - ɾԤ(2881, 431) +2024-11-22 14:35:59,993 - my_logger - INFO - ɾ²ǰ(2881, 431) +2024-11-22 14:36:01,072 - my_logger - INFO - ɾ²(2881, 427) +2024-11-22 14:37:19,073 - my_logger - INFO - ʼѵģ... +2024-11-22 14:37:19,091 - my_logger - INFO - Training set head: +2024-11-22 14:37:19,093 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ Ͳܶȣ ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id +0 2017-01-01 35685.0 732.4702 528.0476 59290.0 67662.0 ... 0.0 1.0 0.0 1.0 0.0 1 +1 2017-01-08 35685.0 732.4702 528.0476 59290.0 67662.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2 2017-01-15 37138.0 732.4702 -180.8572 56483.0 62671.0 ... 0.0 0.0 0.0 0.0 0.0 1 +3 2017-01-22 34672.0 732.4702 -314.0000 56273.0 61775.0 ... 0.0 0.0 0.0 0.0 0.0 1 +4 2017-01-29 35211.0 732.4702 74.8095 58170.0 63707.0 ... 0.0 0.0 0.0 0.0 0.0 1 + +[5 rows x 442 columns] +2024-11-22 14:37:19,797 - my_logger - INFO - +Testing set head: +2024-11-22 14:37:19,799 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ Ͳܶȣ ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id +83 2018-08-05 38538.0 732.4702 -180.6191 65422.0 69391.0 ... 0.0 0.0 0.0 0.0 0.0 1 +84 2018-08-12 38184.0 732.4702 51.9524 66584.0 71638.0 ... 0.0 0.0 0.0 0.0 0.0 1 +85 2018-08-19 39455.0 732.4702 -98.3333 66171.0 71057.0 ... 0.0 0.0 0.0 0.0 0.0 1 +86 2018-08-26 39710.0 732.4702 -49.2857 69293.0 71659.0 ... 0.0 0.0 0.0 0.0 0.0 1 +87 2018-09-02 39263.0 732.4702 209.4762 68138.0 71505.0 ... 0.0 0.0 0.0 0.0 0.0 1 + +[5 rows x 442 columns] +2024-11-22 14:40:20,053 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-22 14:40:20,054 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-22 14:41:08,011 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:41:08,013 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:41:08,018 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:41:08,020 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:41:08,022 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:41:08,025 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 14:41:08,029 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 +2024-11-22 14:41:08,033 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-22 14:41:08,036 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-22 14:41:08,040 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 +2024-11-22 14:41:08,042 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 +2024-11-22 14:41:08,045 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 +2024-11-22 14:41:08,047 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 14:41:08,051 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 14:41:08,053 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 14:41:08,056 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-22 14:41:08,059 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-22 14:41:08,062 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-22 14:41:08,065 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 +2024-11-22 14:41:08,067 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 +2024-11-22 14:41:08,070 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-22 14:41:08,074 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-22 14:41:08,077 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 +2024-11-22 14:41:08,081 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-22 14:41:08,083 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 +2024-11-22 14:41:08,086 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 +2024-11-22 14:41:08,090 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 +2024-11-22 14:41:08,095 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 +2024-11-22 14:41:08,099 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 +2024-11-22 14:41:08,102 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-22 14:41:08,105 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-22 14:41:08,107 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-22 14:41:08,110 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-22 14:41:08,112 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-20 +2024-11-22 14:41:08,113 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-20 +2024-11-22 14:41:08,115 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-20 +2024-11-22 14:41:08,119 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-19 +2024-11-22 14:41:08,123 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-19 +2024-11-22 14:41:08,126 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-19 +2024-11-22 14:41:08,127 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-19 +2024-11-22 14:41:08,129 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-19 +2024-11-22 14:41:08,131 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-19 +2024-11-22 14:41:08,134 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-19 +2024-11-22 14:41:08,139 - my_logger - INFO - Column ͵һ was last updated at 2024-11-19 +2024-11-22 14:41:08,142 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-22 14:41:08,144 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-22 14:41:08,145 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-19 +2024-11-22 14:41:08,147 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-19 +2024-11-22 14:41:08,149 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-19 +2024-11-22 14:41:08,156 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-19 +2024-11-22 14:41:08,158 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-19 +2024-11-22 14:41:08,160 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-19 +2024-11-22 14:41:08,161 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-19 +2024-11-22 14:41:08,163 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-19 +2024-11-22 14:41:08,165 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-19 +2024-11-22 14:41:08,170 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-22 14:41:08,173 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-22 14:41:08,174 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-22 14:41:08,177 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-22 14:41:08,178 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-19 +2024-11-22 14:41:08,182 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-19 +2024-11-22 14:41:08,187 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-19 +2024-11-22 14:41:08,191 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-19 +2024-11-22 14:41:08,192 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-19 +2024-11-22 14:41:08,194 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-19 +2024-11-22 14:41:08,195 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-19 +2024-11-22 14:41:08,199 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-19 +2024-11-22 14:41:08,205 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-19 +2024-11-22 14:41:08,207 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-19 +2024-11-22 14:41:08,208 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-19 +2024-11-22 14:41:08,210 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-22 14:41:08,212 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-19 +2024-11-22 14:41:08,215 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-19 +2024-11-22 14:41:08,221 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-22 14:41:08,224 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-19 +2024-11-22 14:41:08,226 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-19 +2024-11-22 14:41:08,228 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-19 +2024-11-22 14:41:08,230 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-19 +2024-11-22 14:41:08,233 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-19 +2024-11-22 14:41:08,237 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-19 +2024-11-22 14:41:08,240 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-19 +2024-11-22 14:41:08,241 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-22 14:41:08,244 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 +2024-11-22 14:41:08,246 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-22 14:41:08,250 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-22 14:41:08,252 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-22 14:41:08,257 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-19 +2024-11-22 14:41:08,260 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-19 +2024-11-22 14:41:08,261 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-20 +2024-11-22 14:41:08,263 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-20 +2024-11-22 14:41:08,265 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-22 14:41:08,270 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-22 14:41:08,273 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 +2024-11-22 14:41:08,275 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-22 14:41:08,277 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-22 14:41:08,280 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-22 14:41:08,281 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 +2024-11-22 14:41:08,287 - my_logger - INFO - Column y was last updated at 2024-11-19 +2024-11-22 14:41:08,290 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-22 14:41:08,291 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-19 +2024-11-22 14:41:08,294 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-19 +2024-11-22 14:41:08,296 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-20 +2024-11-22 14:41:08,297 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-19 +2024-11-22 14:41:08,300 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-19 +2024-11-22 14:41:08,304 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-19 +2024-11-22 14:41:08,306 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-19 +2024-11-22 14:41:08,310 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-19 +2024-11-22 14:41:08,312 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-19 +2024-11-22 14:41:08,313 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-19 +2024-11-22 14:41:08,316 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-19 +2024-11-22 14:41:08,321 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-19 +2024-11-22 14:41:08,322 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-19 +2024-11-22 14:41:08,325 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-19 +2024-11-22 14:41:08,327 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-19 +2024-11-22 14:41:08,328 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-19 +2024-11-22 14:41:08,330 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-19 +2024-11-22 14:41:08,333 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-22 14:41:08,338 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-22 14:41:08,342 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-20 +2024-11-22 14:41:08,344 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-22 14:41:08,345 - my_logger - INFO - Column Brent* was last updated at 2024-11-19 +2024-11-22 14:41:08,347 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-22 14:41:08,353 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-22 14:41:08,355 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-22 14:41:08,357 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-19 +2024-11-22 14:41:08,359 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 14:41:08,360 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 14:41:08,362 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 14:41:08,363 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-19 +2024-11-22 14:41:08,368 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-19 +2024-11-22 14:41:08,372 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-19 +2024-11-22 14:41:08,374 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-22 14:41:08,376 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-22 14:41:08,377 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-22 14:41:08,378 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-22 14:41:08,381 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-19 +2024-11-22 14:41:08,385 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-22 14:41:08,388 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-19 +2024-11-22 14:41:08,391 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-19 +2024-11-22 14:41:08,393 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 14:41:08,395 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 14:41:08,399 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 14:41:08,402 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 14:41:08,406 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-22 14:41:08,409 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-22 14:41:08,411 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-19 +2024-11-22 14:41:08,413 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-22 14:41:08,416 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-22 14:41:08,419 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 14:41:08,422 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 14:41:08,424 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 14:41:08,427 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 +2024-11-22 14:41:08,429 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 +2024-11-22 14:41:08,433 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-22 14:41:08,437 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 +2024-11-22 14:41:08,439 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 +2024-11-22 14:41:08,442 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 +2024-11-22 14:41:08,444 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 +2024-11-22 14:41:08,446 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 +2024-11-22 14:41:08,448 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 +2024-11-22 14:41:08,454 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 14:41:08,457 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 +2024-11-22 14:41:08,459 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 +2024-11-22 14:41:08,462 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-22 14:41:08,464 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-22 14:41:08,466 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-22 14:41:08,472 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 +2024-11-22 14:41:08,475 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 14:41:08,477 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-22 14:41:08,479 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-22 14:41:08,481 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-22 14:41:08,484 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-22 14:41:08,488 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-22 14:41:08,491 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-22 14:41:08,493 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-22 14:41:08,496 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-22 14:41:08,497 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-22 14:41:08,500 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-22 14:41:08,505 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-22 14:41:08,507 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-22 14:41:08,509 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 +2024-11-22 14:41:08,511 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 +2024-11-22 14:41:08,513 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 +2024-11-22 14:41:08,516 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 +2024-11-22 14:41:08,522 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 +2024-11-22 14:41:08,525 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 +2024-11-22 14:41:08,527 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 +2024-11-22 14:41:08,530 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 +2024-11-22 14:41:08,532 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-22 14:41:08,537 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-22 14:41:08,539 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-22 14:41:08,541 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 14:41:08,544 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 +2024-11-22 14:41:08,546 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-22 14:41:08,548 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 +2024-11-22 14:41:08,554 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-22 14:41:08,557 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-19 +2024-11-22 14:41:08,558 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-19 +2024-11-22 14:41:08,560 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-19 +2024-11-22 14:41:08,562 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-19 +2024-11-22 14:41:08,565 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-19 +2024-11-22 14:41:08,571 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-22 14:41:08,573 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-22 14:41:08,575 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-19 +2024-11-22 14:41:08,577 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-19 +2024-11-22 14:41:08,579 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-19 +2024-11-22 14:41:08,583 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-19 +2024-11-22 14:41:08,588 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-19 +2024-11-22 14:41:08,590 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-19 +2024-11-22 14:41:08,592 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-19 +2024-11-22 14:41:08,593 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-19 +2024-11-22 14:41:08,597 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-19 +2024-11-22 14:41:08,600 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-19 +2024-11-22 14:41:08,605 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-19 +2024-11-22 14:41:08,607 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-19 +2024-11-22 14:41:08,609 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-19 +2024-11-22 14:41:08,610 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-19 +2024-11-22 14:41:08,612 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-19 +2024-11-22 14:41:08,616 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-19 +2024-11-22 14:41:08,621 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-19 +2024-11-22 14:41:08,623 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-19 +2024-11-22 14:41:08,626 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-19 +2024-11-22 14:41:08,628 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-19 +2024-11-22 14:41:08,630 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-19 +2024-11-22 14:41:08,632 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-19 +2024-11-22 14:41:08,638 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-18 +2024-11-22 14:41:08,640 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-19 +2024-11-22 14:41:08,643 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-19 +2024-11-22 14:41:08,645 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-19 +2024-11-22 14:41:08,647 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-22 14:41:08,649 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-19 +2024-11-22 14:41:08,655 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-18 +2024-11-22 14:41:08,658 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-19 +2024-11-22 14:41:08,659 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-19 +2024-11-22 14:41:08,661 - my_logger - INFO - Column DFL was last updated at 2024-11-19 +2024-11-22 14:41:08,663 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-19 +2024-11-22 14:41:08,665 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-20 +2024-11-22 14:41:08,670 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-19 +2024-11-22 14:41:08,672 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-19 +2024-11-22 14:41:08,675 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 +2024-11-22 14:41:08,677 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-19 +2024-11-22 14:41:08,678 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-19 +2024-11-22 14:41:08,681 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-19 +2024-11-22 14:41:08,684 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-19 +2024-11-22 14:41:08,688 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-19 +2024-11-22 14:41:08,692 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-19 +2024-11-22 14:41:08,694 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-19 +2024-11-22 14:41:08,696 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-20 +2024-11-22 14:41:08,698 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 +2024-11-22 14:41:08,702 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-22 14:41:08,706 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-20 +2024-11-22 14:41:08,707 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-18 +2024-11-22 14:41:08,709 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 +2024-11-22 14:41:08,711 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-19 +2024-11-22 14:41:08,713 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-20 +2024-11-22 14:41:08,715 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-22 14:41:08,721 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-19 +2024-11-22 14:41:08,724 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-20 +2024-11-22 14:41:08,726 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-22 14:41:08,727 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-18 +2024-11-22 14:41:08,729 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-18 +2024-11-22 14:41:08,731 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-18 +2024-11-22 14:41:08,734 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-18 +2024-11-22 14:41:08,739 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-19 +2024-11-22 14:41:08,742 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-18 +2024-11-22 14:41:08,744 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-22 14:41:08,746 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-18 +2024-11-22 14:41:08,751 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 +2024-11-22 14:41:08,756 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-19 +2024-11-22 14:41:08,758 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-19 +2024-11-22 14:41:08,760 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-19 +2024-11-22 14:41:08,762 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 +2024-11-22 14:41:08,764 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-19 +2024-11-22 14:41:08,769 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-19 +2024-11-22 14:41:08,772 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-22 14:41:08,774 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-19 +2024-11-22 14:41:08,776 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-22 14:41:08,778 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-19 +2024-11-22 14:41:08,780 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-19 +2024-11-22 14:41:08,784 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-19 +2024-11-22 14:41:08,788 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-22 14:41:08,791 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-19 +2024-11-22 14:41:08,792 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-19 +2024-11-22 14:41:08,796 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-19 +2024-11-22 14:41:08,798 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-19 +2024-11-22 14:41:08,801 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-19 +2024-11-22 14:41:08,806 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-19 +2024-11-22 14:41:08,808 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-19 +2024-11-22 14:41:08,811 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-22 14:41:08,813 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-22 14:41:08,816 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-19 +2024-11-22 14:41:08,819 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-18 +2024-11-22 14:41:08,821 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-19 +2024-11-22 14:41:08,823 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-19 +2024-11-22 14:41:08,826 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-19 +2024-11-22 14:41:08,828 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-19 +2024-11-22 14:41:08,830 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-19 +2024-11-22 14:41:08,832 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-19 +2024-11-22 14:41:08,836 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-19 +2024-11-22 14:41:08,840 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-19 +2024-11-22 14:41:08,842 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-19 +2024-11-22 14:41:08,845 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-19 +2024-11-22 14:41:08,847 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-19 +2024-11-22 14:41:08,849 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-19 +2024-11-22 14:41:08,852 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-19 +2024-11-22 14:41:08,857 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-22 14:41:08,860 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-22 14:41:08,862 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-22 14:41:08,863 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-20 +2024-11-22 14:41:08,866 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-20 +2024-11-22 14:41:08,871 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-20 +2024-11-22 14:41:08,873 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-20 +2024-11-22 14:41:08,876 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 14:41:08,879 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 14:41:08,879 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 14:41:08,883 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 14:41:08,887 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-22 14:41:08,890 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-22 14:41:08,893 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-19 +2024-11-22 14:41:08,895 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-19 +2024-11-22 14:41:08,897 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-18 +2024-11-22 14:41:08,899 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-19 +2024-11-22 14:41:08,903 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-19 +2024-11-22 14:41:08,906 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-22 14:41:08,908 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-22 14:41:08,910 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-19 +2024-11-22 14:41:08,913 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-19 +2024-11-22 14:41:08,914 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-19 +2024-11-22 14:41:08,919 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-19 +2024-11-22 14:41:08,922 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-19 +2024-11-22 14:41:08,925 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-19 +2024-11-22 14:41:08,926 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-19 +2024-11-22 14:41:08,928 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 14:41:08,929 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 14:41:08,932 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 14:41:08,936 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 14:41:08,940 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 +2024-11-22 14:41:08,942 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 +2024-11-22 14:41:08,944 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 +2024-11-22 14:41:08,946 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-22 14:41:08,949 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-22 14:41:08,954 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-22 14:41:08,957 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-22 14:41:08,958 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-22 14:41:08,960 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 +2024-11-22 14:41:08,962 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-22 14:41:08,966 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-22 14:41:08,969 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 +2024-11-22 14:41:08,972 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-22 14:41:08,975 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-22 14:41:08,976 - my_logger - INFO - Column ò was last updated at 2024-11-08 +2024-11-22 14:41:08,979 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 +2024-11-22 14:41:08,981 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-22 14:41:08,985 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-22 14:41:08,990 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-22 14:41:08,993 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-22 14:41:08,994 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-22 14:41:08,997 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-22 14:41:08,999 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-22 14:41:09,003 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-22 14:41:09,006 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-22 14:41:09,008 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-22 14:41:09,010 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-22 14:41:09,013 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-22 14:41:09,015 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-22 14:41:09,020 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-22 14:41:09,024 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-22 14:41:09,026 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-22 14:41:09,030 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-22 14:41:09,033 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-22 14:41:09,037 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-22 14:41:09,040 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-22 14:41:09,042 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-22 14:41:09,045 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-22 14:41:09,047 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-22 14:41:09,050 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-22 14:41:09,054 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-22 14:41:09,056 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 +2024-11-22 14:41:09,059 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-22 14:41:09,061 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 +2024-11-22 14:41:09,062 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-22 14:41:09,065 - my_logger - INFO - Column was last updated at 2024-11-08 +2024-11-22 14:41:09,068 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 +2024-11-22 14:41:09,072 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-22 14:41:09,074 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-22 14:41:09,076 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 +2024-11-22 14:41:09,078 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-22 14:41:09,080 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-22 14:41:09,082 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-22 14:41:09,090 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 +2024-11-22 14:41:09,092 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 14:41:09,096 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 +2024-11-22 14:41:09,099 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 +2024-11-22 14:41:09,104 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 +2024-11-22 14:41:09,107 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 +2024-11-22 14:41:09,108 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 +2024-11-22 14:41:09,109 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 +2024-11-22 14:41:09,112 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-18 +2024-11-22 14:41:09,114 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-18 +2024-11-22 14:41:09,117 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 +2024-11-22 14:41:09,121 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 +2024-11-22 14:41:09,124 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 +2024-11-22 14:41:09,127 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 +2024-11-22 14:41:09,128 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 14:41:09,129 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 14:41:09,132 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-22 14:41:09,137 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,141 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 14:41:09,143 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 14:41:09,145 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,147 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,149 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,159 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,188 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,193 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,197 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,201 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 14:41:09,212 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,216 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 14:41:09,221 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,223 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 14:41:09,225 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,228 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-22 14:41:09,231 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,234 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,239 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,242 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,244 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,245 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-22 14:41:09,248 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,251 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,255 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,257 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,260 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,263 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,265 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,269 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,273 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,275 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,278 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,279 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,282 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,287 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,291 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,292 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,295 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,298 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,303 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,306 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,308 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,311 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,313 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 14:41:09,316 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,321 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 14:41:09,323 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,327 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,329 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,331 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,334 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,340 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 14:41:09,343 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,345 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,347 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,351 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,355 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,358 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 14:41:09,360 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,361 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,366 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,371 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,373 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,376 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,378 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,383 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,388 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,392 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,396 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,401 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,407 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,411 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,417 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,423 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,428 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,431 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,437 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,444 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,447 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 14:41:09,451 - my_logger - INFO - Column ˮλ was last updated at 2024-11-19 +2024-11-22 14:41:09,456 - my_logger - INFO - Column ovx index was last updated at 2024-11-19 +2024-11-22 14:41:09,460 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-19 +2024-11-22 14:41:09,462 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-19 +2024-11-22 14:41:09,465 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-19 +2024-11-22 14:41:09,470 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-19 +2024-11-22 14:41:09,475 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 +2024-11-22 14:41:09,477 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-22 14:41:09,478 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-22 14:41:09,480 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-22 14:41:09,483 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-18 +2024-11-22 14:41:09,487 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-19 +2024-11-22 14:41:09,490 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-19 +2024-11-22 14:41:09,496 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-22 14:41:09,499 - my_logger - INFO - ɾԤǰ(2881, 504) +2024-11-22 14:41:09,507 - my_logger - INFO - ɾԤ(2881, 431) +2024-11-22 14:41:09,508 - my_logger - INFO - ɾ²ǰ(2881, 431) +2024-11-22 14:41:09,949 - my_logger - INFO - ɾ²(2881, 427) +2024-11-22 14:41:10,799 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-24 00:00:00', y = '73.32499999999999' WHERE ds = '2024-11-24 00:00:00' +2024-11-22 14:41:10,802 - my_logger - INFO - ʼѵģ... +2024-11-22 14:41:10,811 - my_logger - INFO - Training set head: +2024-11-22 14:41:10,811 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ Ͳܶȣ ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id +0 2017-01-01 35685.0 732.4702 528.0476 59290.0 67662.0 ... 0.0 1.0 0.0 1.0 0.0 1 +1 2017-01-08 35685.0 732.4702 528.0476 59290.0 67662.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2 2017-01-15 37138.0 732.4702 -180.8572 56483.0 62671.0 ... 0.0 0.0 0.0 0.0 0.0 1 +3 2017-01-22 34672.0 732.4702 -314.0000 56273.0 61775.0 ... 0.0 0.0 0.0 0.0 0.0 1 +4 2017-01-29 35211.0 732.4702 74.8095 58170.0 63707.0 ... 0.0 0.0 0.0 0.0 0.0 1 + +[5 rows x 442 columns] +2024-11-22 14:41:11,151 - my_logger - INFO - +Testing set head: +2024-11-22 14:41:11,152 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ Ͳܶȣ ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id +83 2018-08-05 38538.0 732.4702 -180.6191 65422.0 69391.0 ... 0.0 0.0 0.0 0.0 0.0 1 +84 2018-08-12 38184.0 732.4702 51.9524 66584.0 71638.0 ... 0.0 0.0 0.0 0.0 0.0 1 +85 2018-08-19 39455.0 732.4702 -98.3333 66171.0 71057.0 ... 0.0 0.0 0.0 0.0 0.0 1 +86 2018-08-26 39710.0 732.4702 -49.2857 69293.0 71659.0 ... 0.0 0.0 0.0 0.0 0.0 1 +87 2018-09-02 39263.0 732.4702 209.4762 68138.0 71505.0 ... 0.0 0.0 0.0 0.0 0.0 1 + +[5 rows x 442 columns] +2024-11-22 15:04:11,871 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-22 15:04:11,872 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-22 15:04:58,029 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:04:58,031 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:04:58,034 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:04:58,036 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:04:58,039 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:04:58,042 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:04:58,049 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 +2024-11-22 15:04:58,052 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-22 15:04:58,055 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-22 15:04:58,058 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 +2024-11-22 15:04:58,059 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 +2024-11-22 15:04:58,060 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 +2024-11-22 15:04:58,063 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 15:04:58,065 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 15:04:58,068 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 15:04:58,071 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-22 15:04:58,074 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-22 15:04:58,075 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-22 15:04:58,078 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 +2024-11-22 15:04:58,080 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 +2024-11-22 15:04:58,083 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-22 15:04:58,086 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-22 15:04:58,091 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 +2024-11-22 15:04:58,093 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-22 15:04:58,096 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 +2024-11-22 15:04:58,098 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 +2024-11-22 15:04:58,100 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 +2024-11-22 15:04:58,104 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 +2024-11-22 15:04:58,106 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 +2024-11-22 15:04:58,108 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-22 15:04:58,110 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-22 15:04:58,112 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-22 15:04:58,116 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-22 15:04:58,120 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-20 +2024-11-22 15:04:58,122 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-20 +2024-11-22 15:04:58,124 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-20 +2024-11-22 15:04:58,125 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-19 +2024-11-22 15:04:58,126 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-19 +2024-11-22 15:04:58,129 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-19 +2024-11-22 15:04:58,133 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-19 +2024-11-22 15:04:58,137 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-19 +2024-11-22 15:04:58,139 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-19 +2024-11-22 15:04:58,141 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-19 +2024-11-22 15:04:58,143 - my_logger - INFO - Column ͵һ was last updated at 2024-11-19 +2024-11-22 15:04:58,145 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-22 15:04:58,150 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-22 15:04:58,153 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-19 +2024-11-22 15:04:58,154 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-19 +2024-11-22 15:04:58,156 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-19 +2024-11-22 15:04:58,158 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-19 +2024-11-22 15:04:58,159 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-19 +2024-11-22 15:04:58,162 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-19 +2024-11-22 15:04:58,167 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-19 +2024-11-22 15:04:58,169 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-19 +2024-11-22 15:04:58,171 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-19 +2024-11-22 15:04:58,173 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-22 15:04:58,174 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-22 15:04:58,176 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-22 15:04:58,177 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-22 15:04:58,182 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-19 +2024-11-22 15:04:58,185 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-19 +2024-11-22 15:04:58,186 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-19 +2024-11-22 15:04:58,189 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-19 +2024-11-22 15:04:58,191 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-19 +2024-11-22 15:04:58,193 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-19 +2024-11-22 15:04:58,196 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-19 +2024-11-22 15:04:58,201 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-19 +2024-11-22 15:04:58,204 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-19 +2024-11-22 15:04:58,205 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-19 +2024-11-22 15:04:58,206 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-19 +2024-11-22 15:04:58,208 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-22 15:04:58,212 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-19 +2024-11-22 15:04:58,214 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-19 +2024-11-22 15:04:58,218 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-22 15:04:58,220 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-19 +2024-11-22 15:04:58,222 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-19 +2024-11-22 15:04:58,223 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-19 +2024-11-22 15:04:58,226 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-19 +2024-11-22 15:04:58,228 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-19 +2024-11-22 15:04:58,231 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-19 +2024-11-22 15:04:58,235 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-19 +2024-11-22 15:04:58,236 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-22 15:04:58,238 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 +2024-11-22 15:04:58,241 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-22 15:04:58,243 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-22 15:04:58,245 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-22 15:04:58,249 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-19 +2024-11-22 15:04:58,253 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-19 +2024-11-22 15:04:58,255 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-20 +2024-11-22 15:04:58,257 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-20 +2024-11-22 15:04:58,259 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-22 15:04:58,261 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-22 15:04:58,263 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 +2024-11-22 15:04:58,268 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-22 15:04:58,270 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-22 15:04:58,273 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-22 15:04:58,274 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 +2024-11-22 15:04:58,275 - my_logger - INFO - Column y was last updated at 2024-11-19 +2024-11-22 15:04:58,278 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-22 15:04:58,280 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-19 +2024-11-22 15:04:58,284 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-19 +2024-11-22 15:04:58,288 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-20 +2024-11-22 15:04:58,290 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-19 +2024-11-22 15:04:58,292 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-19 +2024-11-22 15:04:58,294 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-19 +2024-11-22 15:04:58,297 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-19 +2024-11-22 15:04:58,301 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-19 +2024-11-22 15:04:58,303 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-19 +2024-11-22 15:04:58,306 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-19 +2024-11-22 15:04:58,308 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-19 +2024-11-22 15:04:58,310 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-19 +2024-11-22 15:04:58,312 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-19 +2024-11-22 15:04:58,315 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-19 +2024-11-22 15:04:58,319 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-19 +2024-11-22 15:04:58,321 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-19 +2024-11-22 15:04:58,323 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-19 +2024-11-22 15:04:58,326 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-22 15:04:58,328 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-22 15:04:58,331 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-20 +2024-11-22 15:04:58,335 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-22 15:04:58,336 - my_logger - INFO - Column Brent* was last updated at 2024-11-19 +2024-11-22 15:04:58,338 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-22 15:04:58,341 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-22 15:04:58,343 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-22 15:04:58,345 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-19 +2024-11-22 15:04:58,350 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 15:04:58,353 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 15:04:58,354 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 15:04:58,355 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-19 +2024-11-22 15:04:58,357 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-19 +2024-11-22 15:04:58,359 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-19 +2024-11-22 15:04:58,361 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-22 15:04:58,367 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-22 15:04:58,369 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-22 15:04:58,370 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-22 15:04:58,372 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-19 +2024-11-22 15:04:58,374 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-22 15:04:58,375 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-19 +2024-11-22 15:04:58,377 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-19 +2024-11-22 15:04:58,381 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 15:04:58,385 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 15:04:58,386 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 15:04:58,388 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 15:04:58,390 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-22 15:04:58,393 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-22 15:04:58,395 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-19 +2024-11-22 15:04:58,398 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-22 15:04:58,402 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-22 15:04:58,403 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 15:04:58,405 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 15:04:58,406 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 15:04:58,409 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 +2024-11-22 15:04:58,412 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 +2024-11-22 15:04:58,416 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-22 15:04:58,418 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 +2024-11-22 15:04:58,420 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 +2024-11-22 15:04:58,421 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 +2024-11-22 15:04:58,423 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 +2024-11-22 15:04:58,426 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 +2024-11-22 15:04:58,430 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 +2024-11-22 15:04:58,434 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 15:04:58,436 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 +2024-11-22 15:04:58,438 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 +2024-11-22 15:04:58,439 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-22 15:04:58,442 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-22 15:04:58,444 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-22 15:04:58,447 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 +2024-11-22 15:04:58,451 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 15:04:58,454 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-22 15:04:58,456 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-22 15:04:58,458 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-22 15:04:58,460 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-22 15:04:58,462 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-22 15:04:58,466 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-22 15:04:58,468 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-22 15:04:58,471 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-22 15:04:58,473 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-22 15:04:58,475 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-22 15:04:58,477 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-22 15:04:58,480 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-22 15:04:58,483 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 +2024-11-22 15:04:58,487 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 +2024-11-22 15:04:58,489 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 +2024-11-22 15:04:58,492 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 +2024-11-22 15:04:58,493 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 +2024-11-22 15:04:58,495 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 +2024-11-22 15:04:58,499 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 +2024-11-22 15:04:58,502 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 +2024-11-22 15:04:58,504 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-22 15:04:58,505 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-22 15:04:58,506 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-22 15:04:58,509 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 15:04:58,510 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 +2024-11-22 15:04:58,513 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-22 15:04:58,518 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 +2024-11-22 15:04:58,520 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-22 15:04:58,523 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-19 +2024-11-22 15:04:58,524 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-19 +2024-11-22 15:04:58,527 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-19 +2024-11-22 15:04:58,529 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-19 +2024-11-22 15:04:58,534 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-19 +2024-11-22 15:04:58,536 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-22 15:04:58,538 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-22 15:04:58,539 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-19 +2024-11-22 15:04:58,542 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-19 +2024-11-22 15:04:58,544 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-19 +2024-11-22 15:04:58,547 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-19 +2024-11-22 15:04:58,551 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-19 +2024-11-22 15:04:58,553 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-19 +2024-11-22 15:04:58,555 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-19 +2024-11-22 15:04:58,556 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-19 +2024-11-22 15:04:58,557 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-19 +2024-11-22 15:04:58,560 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-19 +2024-11-22 15:04:58,563 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-19 +2024-11-22 15:04:58,567 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-19 +2024-11-22 15:04:58,570 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-19 +2024-11-22 15:04:58,572 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-19 +2024-11-22 15:04:58,573 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-19 +2024-11-22 15:04:58,575 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-19 +2024-11-22 15:04:58,577 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-19 +2024-11-22 15:04:58,580 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-19 +2024-11-22 15:04:58,585 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-19 +2024-11-22 15:04:58,586 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-19 +2024-11-22 15:04:58,588 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-19 +2024-11-22 15:04:58,590 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-19 +2024-11-22 15:04:58,592 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-18 +2024-11-22 15:04:58,594 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-19 +2024-11-22 15:04:58,596 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-19 +2024-11-22 15:04:58,601 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-19 +2024-11-22 15:04:58,603 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-22 15:04:58,605 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-19 +2024-11-22 15:04:58,606 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-18 +2024-11-22 15:04:58,610 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-19 +2024-11-22 15:04:58,613 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-19 +2024-11-22 15:04:58,618 - my_logger - INFO - Column DFL was last updated at 2024-11-19 +2024-11-22 15:04:58,620 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-19 +2024-11-22 15:04:58,623 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-20 +2024-11-22 15:04:58,625 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-19 +2024-11-22 15:04:58,626 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-19 +2024-11-22 15:04:58,629 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 +2024-11-22 15:04:58,634 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-19 +2024-11-22 15:04:58,636 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-19 +2024-11-22 15:04:58,638 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-19 +2024-11-22 15:04:58,641 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-19 +2024-11-22 15:04:58,643 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-19 +2024-11-22 15:04:58,646 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-19 +2024-11-22 15:04:58,650 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-19 +2024-11-22 15:04:58,650 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-20 +2024-11-22 15:04:58,653 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 +2024-11-22 15:04:58,655 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-22 15:04:58,658 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-20 +2024-11-22 15:04:58,660 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-18 +2024-11-22 15:04:58,662 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 +2024-11-22 15:04:58,666 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-19 +2024-11-22 15:04:58,669 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-20 +2024-11-22 15:04:58,672 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-22 15:04:58,674 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-19 +2024-11-22 15:04:58,675 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-20 +2024-11-22 15:04:58,676 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-22 15:04:58,680 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-18 +2024-11-22 15:04:58,684 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-18 +2024-11-22 15:04:58,687 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-18 +2024-11-22 15:04:58,690 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-18 +2024-11-22 15:04:58,693 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-19 +2024-11-22 15:04:58,695 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-18 +2024-11-22 15:04:58,700 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-22 15:04:58,702 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-18 +2024-11-22 15:04:58,706 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 +2024-11-22 15:04:58,708 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-19 +2024-11-22 15:04:58,709 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-19 +2024-11-22 15:04:58,711 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-19 +2024-11-22 15:04:58,717 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 +2024-11-22 15:04:58,720 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-19 +2024-11-22 15:04:58,722 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-19 +2024-11-22 15:04:58,725 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-22 15:04:58,726 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-19 +2024-11-22 15:04:58,728 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-22 15:04:58,734 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-19 +2024-11-22 15:04:58,736 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-19 +2024-11-22 15:04:58,738 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-19 +2024-11-22 15:04:58,740 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-22 15:04:58,741 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-19 +2024-11-22 15:04:58,743 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-19 +2024-11-22 15:04:58,745 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-19 +2024-11-22 15:04:58,750 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-19 +2024-11-22 15:04:58,752 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-19 +2024-11-22 15:04:58,755 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-19 +2024-11-22 15:04:58,756 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-19 +2024-11-22 15:04:58,758 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-22 15:04:58,760 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-22 15:04:58,764 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-19 +2024-11-22 15:04:58,768 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-18 +2024-11-22 15:04:58,771 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-19 +2024-11-22 15:04:58,772 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-19 +2024-11-22 15:04:58,774 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-19 +2024-11-22 15:04:58,776 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-19 +2024-11-22 15:04:58,778 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-19 +2024-11-22 15:04:58,783 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-19 +2024-11-22 15:04:58,786 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-19 +2024-11-22 15:04:58,789 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-19 +2024-11-22 15:04:58,791 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-19 +2024-11-22 15:04:58,792 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-19 +2024-11-22 15:04:58,795 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-19 +2024-11-22 15:04:58,803 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-19 +2024-11-22 15:04:58,815 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-19 +2024-11-22 15:04:58,844 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-22 15:04:58,849 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-22 15:04:58,853 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-22 15:04:58,874 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-20 +2024-11-22 15:04:58,877 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-20 +2024-11-22 15:04:58,880 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-20 +2024-11-22 15:04:58,887 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-20 +2024-11-22 15:04:58,891 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 15:04:58,894 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 15:04:58,902 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 15:04:58,906 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 15:04:58,908 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-22 15:04:58,911 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-22 15:04:58,914 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-19 +2024-11-22 15:04:58,919 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-19 +2024-11-22 15:04:58,922 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-18 +2024-11-22 15:04:58,924 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-19 +2024-11-22 15:04:58,926 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-19 +2024-11-22 15:04:58,928 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-22 15:04:58,933 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-22 15:04:58,936 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-19 +2024-11-22 15:04:58,938 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-19 +2024-11-22 15:04:58,939 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-19 +2024-11-22 15:04:58,942 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-19 +2024-11-22 15:04:58,944 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-19 +2024-11-22 15:04:58,946 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-19 +2024-11-22 15:04:58,952 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-19 +2024-11-22 15:04:58,954 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 15:04:58,956 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 15:04:58,957 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 15:04:58,959 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 15:04:58,960 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 +2024-11-22 15:04:58,964 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 +2024-11-22 15:04:58,969 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 +2024-11-22 15:04:58,972 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-22 15:04:58,973 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-22 15:04:58,976 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-22 15:04:58,978 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-22 15:04:58,980 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-22 15:04:58,983 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 +2024-11-22 15:04:58,984 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-22 15:04:58,987 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-22 15:04:58,988 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 +2024-11-22 15:04:58,990 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-22 15:04:58,991 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-22 15:04:58,994 - my_logger - INFO - Column ò was last updated at 2024-11-08 +2024-11-22 15:04:58,996 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 +2024-11-22 15:04:59,000 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-22 15:04:59,002 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-22 15:04:59,003 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-22 15:04:59,005 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-22 15:04:59,006 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-22 15:04:59,009 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-22 15:04:59,010 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-22 15:04:59,013 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-22 15:04:59,017 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-22 15:04:59,020 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-22 15:04:59,021 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-22 15:04:59,022 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-22 15:04:59,025 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-22 15:04:59,026 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-22 15:04:59,028 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-22 15:04:59,034 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-22 15:04:59,037 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-22 15:04:59,038 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-22 15:04:59,041 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-22 15:04:59,042 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-22 15:04:59,045 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-22 15:04:59,050 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-22 15:04:59,052 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-22 15:04:59,055 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-22 15:04:59,057 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-22 15:04:59,058 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 +2024-11-22 15:04:59,060 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-22 15:04:59,062 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 +2024-11-22 15:04:59,065 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-22 15:04:59,070 - my_logger - INFO - Column was last updated at 2024-11-08 +2024-11-22 15:04:59,072 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 +2024-11-22 15:04:59,073 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-22 15:04:59,075 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-22 15:04:59,078 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 +2024-11-22 15:04:59,080 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-22 15:04:59,083 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-22 15:04:59,086 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-22 15:04:59,089 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 +2024-11-22 15:04:59,090 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 15:04:59,092 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 +2024-11-22 15:04:59,093 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 +2024-11-22 15:04:59,095 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 +2024-11-22 15:04:59,100 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 +2024-11-22 15:04:59,103 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 +2024-11-22 15:04:59,104 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 +2024-11-22 15:04:59,106 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-18 +2024-11-22 15:04:59,108 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-18 +2024-11-22 15:04:59,109 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 +2024-11-22 15:04:59,112 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 +2024-11-22 15:04:59,115 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 +2024-11-22 15:04:59,119 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 +2024-11-22 15:04:59,122 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 15:04:59,124 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 15:04:59,125 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-22 15:04:59,126 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,129 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 15:04:59,134 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 15:04:59,138 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,140 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,142 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,143 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,145 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,149 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,152 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,154 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 15:04:59,155 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,157 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 15:04:59,159 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,160 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 15:04:59,164 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,166 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-22 15:04:59,170 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,170 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,173 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,175 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,177 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,182 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-22 15:04:59,185 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,188 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,190 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,191 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,194 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,196 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,201 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,202 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,205 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,206 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,208 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,211 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,212 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,216 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,218 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,220 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,222 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,224 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,226 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,229 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,232 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,235 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,236 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:04:59,239 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,241 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 15:04:59,242 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,245 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,249 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,251 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,253 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,255 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 15:04:59,256 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,259 - my_logger - INFO - Column Ӣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,261 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,263 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,268 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,271 - my_logger - INFO - Column Խܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 15:04:59,273 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,274 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,276 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,279 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,281 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,285 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,288 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,290 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,292 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,294 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,296 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,302 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,303 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,306 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,308 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,309 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,311 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,316 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,318 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,321 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,323 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:04:59,325 - my_logger - INFO - Column ˮλ was last updated at 2024-11-19 +2024-11-22 15:04:59,326 - my_logger - INFO - Column ovx index was last updated at 2024-11-19 +2024-11-22 15:04:59,329 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-19 +2024-11-22 15:04:59,333 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-19 +2024-11-22 15:04:59,336 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-19 +2024-11-22 15:04:59,338 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-19 +2024-11-22 15:04:59,340 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 +2024-11-22 15:04:59,342 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-22 15:04:59,344 - 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my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-22 15:06:13,362 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:06:13,365 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:06:13,367 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:06:13,369 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:06:13,371 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:06:13,373 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:06:13,375 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 +2024-11-22 15:06:13,382 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-22 15:06:13,385 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-22 15:06:13,390 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 +2024-11-22 15:06:13,392 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 +2024-11-22 15:06:13,399 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 +2024-11-22 15:06:13,404 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 15:06:13,407 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 15:06:13,409 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 15:06:13,413 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-22 15:06:13,417 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-22 15:06:13,421 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-22 15:06:13,424 - my_logger - INFO - Column Ʒ was last updated at 2024-11-08 +2024-11-22 15:06:13,427 - my_logger - INFO - Column ԭܶȱ was last updated at 2024-11-08 +2024-11-22 15:06:13,432 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ/3 was last updated at 2024-11-15 +2024-11-22 15:06:13,435 - my_logger - INFO - Column ӪԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-22 15:06:13,438 - my_logger - INFO - Column ͱ賬/4 was last updated at 2024-11-08 +2024-11-22 15:06:13,441 - my_logger - INFO - Column йԭͼӹǧͰ/գ was last updated at 2024-11-15 +2024-11-22 15:06:13,443 - my_logger - INFO - Column PADD1ԭͶ was last updated at 2024-11-08 +2024-11-22 15:06:13,450 - my_logger - INFO - Column PADD2ԭͶ was last updated at 2024-11-08 +2024-11-22 15:06:13,455 - my_logger - INFO - Column PADD3ԭͶ was last updated at 2024-11-08 +2024-11-22 15:06:13,457 - my_logger - INFO - Column PADD4ԭͶ was last updated at 2024-11-08 +2024-11-22 15:06:13,460 - my_logger - INFO - Column PADD5ԭͶ was last updated at 2024-11-08 +2024-11-22 15:06:13,464 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-22 15:06:13,469 - my_logger - INFO - Column DOE-Ͳ was last updated at 2024-11-08 +2024-11-22 15:06:13,471 - my_logger - INFO - Column ŷBrent 211 was last updated at 2018-10-24 +2024-11-22 15:06:13,473 - my_logger - INFO - Column EIAͲǧͰգ was last updated at 2024-10-31 +2024-11-22 15:06:13,475 - my_logger - INFO - Column ŷӹBrentԭCDU was last updated at 2024-11-20 +2024-11-22 15:06:13,477 - my_logger - INFO - Column īӹWTIԭCDU was last updated at 2024-11-20 +2024-11-22 15:06:13,483 - my_logger - INFO - Column ¼ӹDubaiԭCDU was last updated at 2024-11-20 +2024-11-22 15:06:13,486 - my_logger - INFO - Column ŷӹBrentԭCDU M2 was last updated at 2024-11-19 +2024-11-22 15:06:13,488 - my_logger - INFO - Column īӹWTIԭCDU M2 was last updated at 2024-11-19 +2024-11-22 15:06:13,490 - my_logger - INFO - Column ¼ӹDubaiԭCDU M2 was last updated at 2024-11-19 +2024-11-22 15:06:13,493 - my_logger - INFO - Column ŷӹBrentԭCDU M1-M2 was last updated at 2024-11-19 +2024-11-22 15:06:13,498 - my_logger - INFO - Column ŷӹBrentԭFCC was last updated at 2024-11-19 +2024-11-22 15:06:13,501 - my_logger - INFO - Column īӹWTIԭHSK was last updated at 2024-11-19 +2024-11-22 15:06:13,504 - my_logger - INFO - Column ¼ӹDubaiԭFCC was last updated at 2024-11-19 +2024-11-22 15:06:13,506 - my_logger - INFO - Column ͵һ was last updated at 2024-11-19 +2024-11-22 15:06:13,507 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-20 +2024-11-22 15:06:13,510 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-19 +2024-11-22 15:06:13,515 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-19 +2024-11-22 15:06:13,518 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-19 +2024-11-22 15:06:13,521 - my_logger - INFO - Column RBOB&HO12ºԼ532ѽ was last updated at 2024-11-19 +2024-11-22 15:06:13,522 - my_logger - INFO - Column RBOB12ºԼѽ was last updated at 2024-11-19 +2024-11-22 15:06:13,524 - my_logger - INFO - Column HO12ºԼѽ was last updated at 2024-11-19 +2024-11-22 15:06:13,526 - my_logger - INFO - Column HO12ºԼ was last updated at 2024-11-19 +2024-11-22 15:06:13,532 - my_logger - INFO - Column RBOB12ºԼ was last updated at 2024-11-19 +2024-11-22 15:06:13,535 - my_logger - INFO - Column ͽ12ºԼ was last updated at 2024-11-19 +2024-11-22 15:06:13,537 - my_logger - INFO - Column Brent-SC۲ was last updated at 2024-11-19 +2024-11-22 15:06:13,539 - my_logger - INFO - Column SC2-3² was last updated at 2024-11-20 +2024-11-22 15:06:13,540 - my_logger - INFO - Column SC1-6 was last updated at 2024-11-20 +2024-11-22 15:06:13,543 - my_logger - INFO - Column SC1-2 was last updated at 2024-11-20 +2024-11-22 15:06:13,549 - my_logger - INFO - Column SC1-3² was last updated at 2024-11-20 +2024-11-22 15:06:13,551 - my_logger - INFO - Column HO1-6 was last updated at 2024-11-19 +2024-11-22 15:06:13,554 - my_logger - INFO - Column HO1-3 was last updated at 2024-11-19 +2024-11-22 15:06:13,556 - my_logger - INFO - Column HO1-2Լ was last updated at 2024-11-19 +2024-11-22 15:06:13,557 - my_logger - INFO - Column RBOB1-2 was last updated at 2024-11-19 +2024-11-22 15:06:13,561 - my_logger - INFO - Column RBOB1-3 was last updated at 2024-11-19 +2024-11-22 15:06:13,567 - my_logger - INFO - Column RBOB1-6 was last updated at 2024-11-19 +2024-11-22 15:06:13,570 - my_logger - INFO - Column RBOB2-3² was last updated at 2024-11-19 +2024-11-22 15:06:13,573 - my_logger - INFO - Column Oman2-3² was last updated at 2024-11-19 +2024-11-22 15:06:13,575 - my_logger - INFO - Column Brent-Oman۲ was last updated at 2024-11-19 +2024-11-22 15:06:13,579 - my_logger - INFO - Column DUBAIԭˮ was last updated at 2024-11-19 +2024-11-22 15:06:13,584 - my_logger - INFO - Column ԭˮ was last updated at 2024-11-19 +2024-11-22 15:06:13,586 - my_logger - INFO - Column SC۲ was last updated at 2024-11-18 +2024-11-22 15:06:13,587 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-19 +2024-11-22 15:06:13,591 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-19 +2024-11-22 15:06:13,597 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-20 +2024-11-22 15:06:13,600 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-19 +2024-11-22 15:06:13,603 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-19 +2024-11-22 15:06:13,605 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-19 +2024-11-22 15:06:13,607 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-19 +2024-11-22 15:06:13,610 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-19 +2024-11-22 15:06:13,616 - my_logger - INFO - Column Dubai1Լ۸ was last updated at 2024-11-19 +2024-11-22 15:06:13,618 - my_logger - INFO - Column Dubai1-4² was last updated at 2024-11-19 +2024-11-22 15:06:13,620 - my_logger - INFO - Column RBOBڻ2309·ݺԼ۸ was last updated at 2023-08-31 +2024-11-22 15:06:13,622 - my_logger - INFO - Column OMANԭͣʣԶֻDESۣɽգ was last updated at 2024-11-14 +2024-11-22 15:06:13,624 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 +2024-11-22 15:06:13,626 - my_logger - INFO - Column Ebob1Լ was last updated at 2024-02-28 +2024-11-22 15:06:13,630 - my_logger - INFO - Column ӡԭ1Լ۸ was last updated at 2024-11-19 +2024-11-22 15:06:13,634 - my_logger - INFO - Column ICE4Լ۸ was last updated at 2024-11-19 +2024-11-22 15:06:13,636 - my_logger - INFO - Column صϰݵ EFS was last updated at 2024-11-19 +2024-11-22 15:06:13,638 - my_logger - INFO - Column WTI1Լ۸ was last updated at 2024-11-20 +2024-11-22 15:06:13,641 - my_logger - INFO - Column Brent1Լ۸ was last updated at 2024-11-20 +2024-11-22 15:06:13,642 - my_logger - INFO - Column SC/ZCԾԼ was last updated at 2024-11-18 +2024-11-22 15:06:13,648 - my_logger - INFO - Column Brent/ϰԭˮ was last updated at 2022-11-16 +2024-11-22 15:06:13,650 - my_logger - INFO - Column WTI24Լ was last updated at 2024-11-18 +2024-11-22 15:06:13,653 - my_logger - INFO - Column BU-SCԾԼ was last updated at 2024-11-18 +2024-11-22 15:06:13,655 - my_logger - INFO - Column W-BԾԼ۲ was last updated at 2022-01-31 +2024-11-22 15:06:13,657 - my_logger - INFO - Column B-WԾԼ۲ was last updated at 2022-01-31 +2024-11-22 15:06:13,660 - my_logger - INFO - Column WTIԾԼ was last updated at 2024-11-19 +2024-11-22 15:06:13,663 - my_logger - INFO - Column y was last updated at 2024-11-19 +2024-11-22 15:06:13,667 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-19 +2024-11-22 15:06:13,669 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-19 +2024-11-22 15:06:13,671 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-19 +2024-11-22 15:06:13,673 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-20 +2024-11-22 15:06:13,674 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-19 +2024-11-22 15:06:13,676 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-19 +2024-11-22 15:06:13,681 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-19 +2024-11-22 15:06:13,684 - my_logger - INFO - Column HO6Լ was last updated at 2024-11-19 +2024-11-22 15:06:13,686 - my_logger - INFO - Column HO5Լ was last updated at 2024-11-19 +2024-11-22 15:06:13,688 - my_logger - INFO - Column ho7Լ was last updated at 2024-11-19 +2024-11-22 15:06:13,690 - my_logger - INFO - Column HO8Լ was last updated at 2024-11-19 +2024-11-22 15:06:13,692 - my_logger - INFO - Column HO9Լ was last updated at 2024-11-19 +2024-11-22 15:06:13,697 - my_logger - INFO - Column HO10Լ was last updated at 2024-11-19 +2024-11-22 15:06:13,701 - my_logger - INFO - Column HO11Լ was last updated at 2024-11-19 +2024-11-22 15:06:13,702 - my_logger - INFO - Column HO12Լ was last updated at 2024-11-19 +2024-11-22 15:06:13,705 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-19 +2024-11-22 15:06:13,706 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-19 +2024-11-22 15:06:13,709 - my_logger - INFO - Column Oman c1 * was last updated at 2024-11-19 +2024-11-22 15:06:13,710 - my_logger - INFO - Column SC c2-Oman c1* was last updated at 2024-11-20 +2024-11-22 15:06:13,717 - my_logger - INFO - Column SC c3-Oman c1* was last updated at 2024-11-20 +2024-11-22 15:06:13,719 - my_logger - INFO - Column INE SCԼ۸ was last updated at 2024-11-20 +2024-11-22 15:06:13,721 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-22 15:06:13,723 - my_logger - INFO - Column Brent* was last updated at 2024-11-19 +2024-11-22 15:06:13,725 - my_logger - INFO - Column SC c1-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-22 15:06:13,727 - my_logger - INFO - Column SC c2-Brent c1(15:00)* was last updated at 2024-11-20 +2024-11-22 15:06:13,734 - my_logger - INFO - Column SC c2-Brent c2(15:00)* was last updated at 2024-11-20 +2024-11-22 15:06:13,736 - my_logger - INFO - Column SC۹ֵ-Dubaiԭ was last updated at 2024-11-19 +2024-11-22 15:06:13,739 - my_logger - INFO - Column SC c1ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 15:06:13,741 - my_logger - INFO - Column SC c2ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 15:06:13,743 - my_logger - INFO - Column SC c3ҹ-۹ֵ(Dubai) was last updated at 2024-11-19 +2024-11-22 15:06:13,748 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-19 +2024-11-22 15:06:13,750 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-19 +2024-11-22 15:06:13,753 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-19 +2024-11-22 15:06:13,755 - my_logger - INFO - Column SC-۹ֵ was last updated at 2024-11-20 +2024-11-22 15:06:13,757 - my_logger - INFO - Column SC c1ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-22 15:06:13,758 - my_logger - INFO - Column SC c2ҹ-Brent c1 ()* was last updated at 2024-11-18 +2024-11-22 15:06:13,762 - my_logger - INFO - Column SC c2ҹ-Brent c2 ()* was last updated at 2024-11-18 +2024-11-22 15:06:13,767 - my_logger - INFO - Column SC c2-c3 (ҹ) was last updated at 2024-11-19 +2024-11-22 15:06:13,771 - my_logger - INFO - Column Brent c2-c3 () was last updated at 2024-11-18 +2024-11-22 15:06:13,773 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-19 +2024-11-22 15:06:13,774 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-19 +2024-11-22 15:06:13,776 - my_logger - INFO - Column SCc1ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 15:06:13,783 - my_logger - INFO - Column SCc2ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 15:06:13,786 - my_logger - INFO - Column SCc3ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 15:06:13,788 - my_logger - INFO - Column SCc4ҹ(ڵ) was last updated at 2024-11-19 +2024-11-22 15:06:13,789 - my_logger - INFO - Column SC c1ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-22 15:06:13,791 - my_logger - INFO - Column SC c2ҹ-Brent c1 (B)* was last updated at 2024-11-19 +2024-11-22 15:06:13,793 - my_logger - INFO - Column SC c2ҹ-Brent c2 (B)* was last updated at 2024-11-19 +2024-11-22 15:06:13,800 - my_logger - INFO - Column Brent c2-c3 (B) was last updated at 2024-10-31 +2024-11-22 15:06:13,801 - my_logger - INFO - Column WTI c2-c3 (B) was last updated at 2024-10-31 +2024-11-22 15:06:13,803 - my_logger - INFO - Column ԭ (տ) ɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 15:06:13,805 - my_logger - INFO - Column SC c2ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 15:06:13,807 - my_logger - INFO - Column SC c3ҹ-տɱ(Oman c1Ԥ) was last updated at 2024-11-19 +2024-11-22 15:06:13,809 - my_logger - INFO - Column EIAԭܿ棨SPR was last updated at 2024-11-08 +2024-11-22 15:06:13,815 - my_logger - INFO - Column EIAƷ棨SPR was last updated at 2024-11-08 +2024-11-22 15:06:13,817 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-22 15:06:13,819 - my_logger - INFO - Column +PADD3 was last updated at 2024-11-08 +2024-11-22 15:06:13,821 - my_logger - INFO - Column ҵԭͿ泬/4 was last updated at 2024-11-08 +2024-11-22 15:06:13,823 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR/4() was last updated at 2024-11-08 +2024-11-22 15:06:13,824 - my_logger - INFO - Column ԭͿ泬/5 was last updated at 2024-11-08 +2024-11-22 15:06:13,827 - my_logger - INFO - Column ҵԭͿ泬/5 was last updated at 2024-11-08 +2024-11-22 15:06:13,830 - my_logger - INFO - Column ƷͿռ was last updated at 2024-11-08 +2024-11-22 15:06:13,833 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 15:06:13,836 - my_logger - INFO - Column ͵ֿ棨ܶȣ was last updated at 2024-11-08 +2024-11-22 15:06:13,838 - my_logger - INFO - Column ƷͿ泬/5 was last updated at 2024-11-08 +2024-11-22 15:06:13,840 - my_logger - INFO - Column Kpler-;ԭ was last updated at 2024-08-20 +2024-11-22 15:06:13,843 - my_logger - INFO - Column ȫԭͿ棨޳ was last updated at 2024-07-21 +2024-11-22 15:06:13,847 - my_logger - INFO - Column ¼ȼͿ was last updated at 2024-11-13 +2024-11-22 15:06:13,850 - my_logger - INFO - Column ARAԭͼƷͿ was last updated at 2024-11-08 +2024-11-22 15:06:13,852 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 15:06:13,854 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-22 15:06:13,856 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ/3 was last updated at 2024-05-24 +2024-11-22 15:06:13,858 - my_logger - INFO - Column ȡůͿͬ was last updated at 2024-11-08 +2024-11-22 15:06:13,859 - my_logger - INFO - Column ԭͣۿڿ棺йܣ was last updated at 2023-08-04 +2024-11-22 15:06:13,864 - my_logger - INFO - Column ԭͣݱȣɽܣ was last updated at 2024-11-15 +2024-11-22 15:06:13,866 - my_logger - INFO - Column ԭͣɽڿ棺¿ھܣ was last updated at 2024-11-15 +2024-11-22 15:06:13,869 - my_logger - INFO - Column ԭͣɽۿڣ棺¿ھܣ was last updated at 2024-05-24 +2024-11-22 15:06:13,870 - my_logger - INFO - Column SCڻ10ڹ׼ was last updated at 2024-11-18 +2024-11-22 15:06:13,873 - my_logger - INFO - Column SCڻ1000ٷλ was last updated at 2024-11-18 +2024-11-22 15:06:13,874 - my_logger - INFO - Column SCֵͰ was last updated at 2024-11-18 +2024-11-22 15:06:13,875 - my_logger - INFO - Column ȫԭ was last updated at 2024-11-15 +2024-11-22 15:06:13,881 - my_logger - INFO - Column EIAԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-22 15:06:13,883 - my_logger - INFO - Column ԭͿ was last updated at 2024-11-08 +2024-11-22 15:06:13,886 - my_logger - INFO - Column ҵԭͿ was last updated at 2024-11-08 +2024-11-22 15:06:13,889 - my_logger - INFO - Column սԴԭͿ was last updated at 2024-11-08 +2024-11-22 15:06:13,891 - my_logger - INFO - Column PADD1ԭͿ was last updated at 2024-11-08 +2024-11-22 15:06:13,894 - my_logger - INFO - Column PADD2ԭͿ was last updated at 2024-11-08 +2024-11-22 15:06:13,900 - my_logger - INFO - Column PADD3ԭͿ was last updated at 2024-11-08 +2024-11-22 15:06:13,903 - my_logger - INFO - Column PADD4ԭͿ was last updated at 2024-11-08 +2024-11-22 15:06:13,905 - my_logger - INFO - Column PADD5ԭͿ was last updated at 2024-11-08 +2024-11-22 15:06:13,908 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-22 15:06:13,909 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 +2024-11-22 15:06:13,911 - my_logger - INFO - Column ԭͳƷܿ棨SPR was last updated at 2024-11-08 +2024-11-22 15:06:13,916 - my_logger - INFO - Column Ϳ was last updated at 2024-11-08 +2024-11-22 15:06:13,918 - my_logger - INFO - Column ARAԭͿ was last updated at 2024-11-08 +2024-11-22 15:06:13,921 - my_logger - INFO - Column ƷͿ was last updated at 2024-11-08 +2024-11-22 15:06:13,924 - my_logger - INFO - Column ƷͿ泬/4 was last updated at 2024-11-08 +2024-11-22 15:06:13,926 - my_logger - INFO - Column SC-Brent* was last updated at 2024-11-20 +2024-11-22 15:06:13,930 - my_logger - INFO - Column Dubaiԭǿ̶(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-19 +2024-11-22 15:06:13,933 - my_logger - INFO - Column RBOB+HOƽ was last updated at 2024-11-19 +2024-11-22 15:06:13,935 - my_logger - INFO - Column HO12Լƽ was last updated at 2024-11-19 +2024-11-22 15:06:13,938 - my_logger - INFO - Column RBOB12Լƽ was last updated at 2024-11-19 +2024-11-22 15:06:13,940 - my_logger - INFO - Column WTI-LLS۲ was last updated at 2024-11-19 +2024-11-22 15:06:13,943 - my_logger - INFO - Column DFL(Dated-أ was last updated at 2024-11-15 +2024-11-22 15:06:13,946 - my_logger - INFO - Column DFL(ڲ-ڻC1 was last updated at 2024-11-15 +2024-11-22 15:06:13,950 - my_logger - INFO - Column Brentֻ۸-Brent4 was last updated at 2024-11-19 +2024-11-22 15:06:13,952 - my_logger - INFO - Column Brentֻ۸-Brent3 was last updated at 2024-11-19 +2024-11-22 15:06:13,954 - my_logger - INFO - Column ֻ۸-Brent2 was last updated at 2024-11-19 +2024-11-22 15:06:13,956 - my_logger - INFO - Column Brent 2-3/3 was last updated at 2024-11-19 +2024-11-22 15:06:13,957 - my_logger - INFO - Column Brent2-WTI2/3 was last updated at 2024-11-19 +2024-11-22 15:06:13,959 - my_logger - INFO - Column Brent3-WTI2/3 was last updated at 2024-11-19 +2024-11-22 15:06:13,964 - my_logger - INFO - Column Brent4-WTI4 was last updated at 2024-11-19 +2024-11-22 15:06:13,967 - my_logger - INFO - Column Brent4-WTI3 was last updated at 2024-11-19 +2024-11-22 15:06:13,969 - my_logger - INFO - Column Brent4-WTI2 was last updated at 2024-11-19 +2024-11-22 15:06:13,971 - my_logger - INFO - Column Brent4-WTI1 was last updated at 2024-11-19 +2024-11-22 15:06:13,973 - my_logger - INFO - Column Brent3-WTI4 was last updated at 2024-11-19 +2024-11-22 15:06:13,975 - my_logger - INFO - Column Brent3-WT3 was last updated at 2024-11-19 +2024-11-22 15:06:13,976 - my_logger - INFO - Column Brent3-WTI2 was last updated at 2024-11-19 +2024-11-22 15:06:13,979 - my_logger - INFO - Column Brent3-WTI1 was last updated at 2024-11-19 +2024-11-22 15:06:13,985 - my_logger - INFO - Column Brent2-WTI4 was last updated at 2024-11-19 +2024-11-22 15:06:13,986 - my_logger - INFO - Column Brent2-WTI3 was last updated at 2024-11-19 +2024-11-22 15:06:13,988 - my_logger - INFO - Column Brent2-WTI2 was last updated at 2024-11-19 +2024-11-22 15:06:13,990 - my_logger - INFO - Column Brent2-WTI1 was last updated at 2024-11-19 +2024-11-22 15:06:13,992 - my_logger - INFO - Column Brent1-WTI4 was last updated at 2024-11-19 +2024-11-22 15:06:13,998 - my_logger - INFO - Column Brent1-WTI3 was last updated at 2024-11-19 +2024-11-22 15:06:14,001 - my_logger - INFO - Column Brent1-WTI2 was last updated at 2024-11-19 +2024-11-22 15:06:14,002 - my_logger - INFO - Column ѽ۲/3 was last updated at 2024-11-19 +2024-11-22 15:06:14,005 - my_logger - INFO - Column LLS-Brent۲ was last updated at 2024-11-18 +2024-11-22 15:06:14,006 - my_logger - INFO - Column Brent-LLS۲ was last updated at 2024-11-19 +2024-11-22 15:06:14,009 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-19 +2024-11-22 15:06:14,010 - my_logger - INFO - Column WTI 3:2:1ѽ۲/5 was last updated at 2024-11-19 +2024-11-22 15:06:14,016 - my_logger - INFO - Column SC C1-C2² was last updated at 2024-11-20 +2024-11-22 15:06:14,018 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-19 +2024-11-22 15:06:14,020 - my_logger - INFO - Column WTIԭCushing-C1 was last updated at 2024-11-18 +2024-11-22 15:06:14,021 - my_logger - INFO - Column Brent1-4 was last updated at 2024-11-19 +2024-11-22 15:06:14,025 - my_logger - INFO - Column ¼ѽ۲ was last updated at 2024-11-19 +2024-11-22 15:06:14,027 - my_logger - INFO - Column DFL was last updated at 2024-11-19 +2024-11-22 15:06:14,032 - my_logger - INFO - Column Dubai 2-3 was last updated at 2024-11-19 +2024-11-22 15:06:14,034 - my_logger - INFO - Column WTI 2-3² was last updated at 2024-11-20 +2024-11-22 15:06:14,036 - my_logger - INFO - Column Brent 2-3 was last updated at 2024-11-19 +2024-11-22 15:06:14,039 - my_logger - INFO - Column Dubai-WTI۲ was last updated at 2024-11-19 +2024-11-22 15:06:14,042 - my_logger - INFO - Column WTI1-2² was last updated at 2024-11-19 +2024-11-22 15:06:14,044 - my_logger - INFO - Column Brent6-12 was last updated at 2024-11-19 +2024-11-22 15:06:14,050 - my_logger - INFO - Column Brent1-9² was last updated at 2024-11-19 +2024-11-22 15:06:14,053 - my_logger - INFO - Column Brent1-6² was last updated at 2024-11-19 +2024-11-22 15:06:14,055 - my_logger - INFO - Column Brent1-2² was last updated at 2024-11-19 +2024-11-22 15:06:14,057 - my_logger - INFO - Column WTI1-4 was last updated at 2024-11-19 +2024-11-22 15:06:14,058 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-19 +2024-11-22 15:06:14,061 - my_logger - INFO - Column B-W۲ was last updated at 2024-11-19 +2024-11-22 15:06:14,066 - my_logger - INFO - Column ŷBrentƷѽ۲һܣ was last updated at 2024-11-20 +2024-11-22 15:06:14,069 - my_logger - INFO - Column ԭֻۣͣɽգ was last updated at 2024-11-13 +2024-11-22 15:06:14,071 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-22 15:06:14,073 - my_logger - INFO - Column ɳŷOSPնȣ was last updated at 2024-11-20 +2024-11-22 15:06:14,075 - my_logger - INFO - Column MEHԭֻ۸壩 was last updated at 2024-11-18 +2024-11-22 15:06:14,076 - my_logger - INFO - Column ԭͣʣDESۣίգ was last updated at 2024-11-13 +2024-11-22 15:06:14,081 - my_logger - INFO - Column FOBֻ۸ was last updated at 2024-11-19 +2024-11-22 15:06:14,084 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asiaնȣ was last updated at 2024-11-20 +2024-11-22 15:06:14,088 - my_logger - INFO - Column ɳOSPնȣ was last updated at 2024-11-20 +2024-11-22 15:06:14,091 - my_logger - INFO - Column Brentͼ30ն was last updated at 2024-11-19 +2024-11-22 15:06:14,093 - my_logger - INFO - Column ɳնosp was last updated at 2024-11-20 +2024-11-22 15:06:14,097 - my_logger - INFO - Column OSPնȣ was last updated at 2024-11-20 +2024-11-22 15:06:14,101 - my_logger - INFO - Column ֻ۸ was last updated at 2024-11-18 +2024-11-22 15:06:14,103 - my_logger - INFO - Column Midlandԭֻ۸ was last updated at 2024-11-18 +2024-11-22 15:06:14,106 - my_logger - INFO - Column ŷ޲ֻ۸ was last updated at 2024-11-18 +2024-11-22 15:06:14,107 - my_logger - INFO - Column WTIԭֻ۸Cushing was last updated at 2024-11-18 +2024-11-22 15:06:14,110 - my_logger - INFO - Column Brentԭֻ۸ was last updated at 2024-11-19 +2024-11-22 15:06:14,116 - my_logger - INFO - Column LLSԭֻ۸ was last updated at 2024-11-18 +2024-11-22 15:06:14,119 - my_logger - INFO - Column ī87#ֻ۸ was last updated at 2024-01-31 +2024-11-22 15:06:14,122 - my_logger - INFO - Column MARSԭֻ۸ was last updated at 2024-11-18 +2024-11-22 15:06:14,123 - my_logger - INFO - Column SCȼ was last updated at 2024-11-13 +2024-11-22 15:06:14,125 - my_logger - INFO - Column WTI211ѽ۲ was last updated at 2024-11-19 +2024-11-22 15:06:14,128 - my_logger - INFO - Column Asia Tapis 211 ѽ۲ was last updated at 2024-11-19 +2024-11-22 15:06:14,135 - my_logger - INFO - Column ϰԭ211ѽ۲ was last updated at 2024-11-19 +2024-11-22 15:06:14,137 - my_logger - INFO - Column CFR/ԭͱȼ was last updated at 2024-11-13 +2024-11-22 15:06:14,141 - my_logger - INFO - Column ŷBrentƷѽ۲ was last updated at 2024-11-19 +2024-11-22 15:06:14,142 - my_logger - INFO - Column ѽ۲ was last updated at 2024-11-19 +2024-11-22 15:06:14,149 - my_logger - INFO - Column ȡůѽ۲ was last updated at 2024-11-20 +2024-11-22 15:06:14,152 - my_logger - INFO - Column Dubai3Լ۸ was last updated at 2024-11-19 +2024-11-22 15:06:14,154 - my_logger - INFO - Column WTI 3:2:1ѽ۲ was last updated at 2024-11-20 +2024-11-22 15:06:14,156 - my_logger - INFO - Column ¼ѽ was last updated at 2024-11-19 +2024-11-22 15:06:14,158 - my_logger - INFO - Column ŷѽ was last updated at 2024-11-19 +2024-11-22 15:06:14,159 - my_logger - INFO - Column ŷ޲ѽ was last updated at 2024-11-19 +2024-11-22 15:06:14,165 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 +2024-11-22 15:06:14,168 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-19 +2024-11-22 15:06:14,170 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-19 +2024-11-22 15:06:14,173 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-19 +2024-11-22 15:06:14,174 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-19 +2024-11-22 15:06:14,176 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-19 +2024-11-22 15:06:14,182 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-19 +2024-11-22 15:06:14,185 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-19 +2024-11-22 15:06:14,187 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-22 15:06:14,190 - my_logger - INFO - Column ۼ۸ was last updated at 2024-11-18 +2024-11-22 15:06:14,192 - my_logger - INFO - Column ¼ºúѽ was last updated at 2024-11-19 +2024-11-22 15:06:14,195 - my_logger - INFO - Column MARSˮWTI was last updated at 2024-11-18 +2024-11-22 15:06:14,200 - my_logger - INFO - Column ȡůHOC5 was last updated at 2024-11-19 +2024-11-22 15:06:14,201 - my_logger - INFO - Column ȡůHOC6 was last updated at 2024-11-19 +2024-11-22 15:06:14,204 - my_logger - INFO - Column ȡůHOC7 was last updated at 2024-11-19 +2024-11-22 15:06:14,205 - my_logger - INFO - Column ȡůHOC8 was last updated at 2024-11-19 +2024-11-22 15:06:14,207 - my_logger - INFO - Column ȡůHOC4 was last updated at 2024-11-19 +2024-11-22 15:06:14,210 - my_logger - INFO - Column ȡůHOC9 was last updated at 2024-11-19 +2024-11-22 15:06:14,215 - my_logger - INFO - Column ȡůHOC10 was last updated at 2024-11-19 +2024-11-22 15:06:14,218 - my_logger - INFO - Column ȡůHOC11 was last updated at 2024-11-19 +2024-11-22 15:06:14,220 - my_logger - INFO - Column ȡůHOC12 was last updated at 2024-11-19 +2024-11-22 15:06:14,221 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-19 +2024-11-22 15:06:14,224 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-19 +2024-11-22 15:06:14,225 - my_logger - INFO - Column ԭ (տ) ޳ɱ was last updated at 2024-11-19 +2024-11-22 15:06:14,227 - my_logger - INFO - Column SC c3-޳ɱ was last updated at 2024-11-19 +2024-11-22 15:06:14,233 - my_logger - INFO - Column SC c5 -ֵ was last updated at 2024-11-20 +2024-11-22 15:06:14,236 - my_logger - INFO - Column SC-ɱ was last updated at 2024-11-20 +2024-11-22 15:06:14,239 - my_logger - INFO - Column SC c1-ɱ was last updated at 2024-11-20 +2024-11-22 15:06:14,241 - my_logger - INFO - Column SC c1 ҹ̼ was last updated at 2024-11-20 +2024-11-22 15:06:14,243 - my_logger - INFO - Column SC c2ҹ̼ was last updated at 2024-11-20 +2024-11-22 15:06:14,246 - my_logger - INFO - Column SC c3ҹ̼ was last updated at 2024-11-20 +2024-11-22 15:06:14,250 - my_logger - INFO - Column SC c4ҹ̼ was last updated at 2024-11-20 +2024-11-22 15:06:14,252 - my_logger - INFO - Column SC c1 ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 15:06:14,254 - my_logger - INFO - Column SC c2ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 15:06:14,256 - my_logger - INFO - Column SC c3ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 15:06:14,258 - my_logger - INFO - Column SC c4ҹ̼ͺ1 was last updated at 2024-11-19 +2024-11-22 15:06:14,259 - my_logger - INFO - Column SC c1ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-22 15:06:14,265 - my_logger - INFO - Column SC c2ҹ-Brent c1* was last updated at 2024-11-19 +2024-11-22 15:06:14,267 - my_logger - INFO - Column SC c2ҹ-Brent c2* was last updated at 2024-11-19 +2024-11-22 15:06:14,270 - my_logger - INFO - Column SC c1-SC c2 (ҹ) was last updated at 2024-11-19 +2024-11-22 15:06:14,272 - my_logger - INFO - Column SC c1-SC c2 (ҹ)ͺ1 was last updated at 2024-11-18 +2024-11-22 15:06:14,274 - my_logger - INFO - Column жԭǿ̶- was last updated at 2024-11-19 +2024-11-22 15:06:14,276 - my_logger - INFO - Column SC۹ֵ- was last updated at 2024-11-19 +2024-11-22 15:06:14,279 - my_logger - INFO - Column SC c2ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-22 15:06:14,283 - my_logger - INFO - Column SC c3ҹ-۹ֵ() was last updated at 2024-11-19 +2024-11-22 15:06:14,285 - my_logger - INFO - Column ԭ (տ) ɱ was last updated at 2024-11-19 +2024-11-22 15:06:14,287 - my_logger - INFO - Column SC c2ҹ-տɱ was last updated at 2024-11-19 +2024-11-22 15:06:14,290 - my_logger - INFO - Column SC c3ҹ-տɱ was last updated at 2024-11-19 +2024-11-22 15:06:14,292 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-19 +2024-11-22 15:06:14,296 - my_logger - INFO - Column Brent12ںԼ was last updated at 2024-11-19 +2024-11-22 15:06:14,301 - my_logger - INFO - Column WTI 12ºԼ was last updated at 2024-11-19 +2024-11-22 15:06:14,303 - my_logger - INFO - Column B-W۲ۣ was last updated at 2024-11-19 +2024-11-22 15:06:14,305 - my_logger - INFO - Column Brent c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 15:06:14,307 - my_logger - INFO - Column Brent c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 15:06:14,308 - my_logger - INFO - Column EFS c1 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 15:06:14,311 - my_logger - INFO - Column EFS c2 02:30̼ͺ1 was last updated at 2024-10-30 +2024-11-22 15:06:14,317 - my_logger - INFO - Column ;ڣܶȣ was last updated at 2024-11-08 +2024-11-22 15:06:14,320 - my_logger - INFO - Column ͬ was last updated at 2024-11-08 +2024-11-22 15:06:14,322 - my_logger - INFO - Column ʳ/5 was last updated at 2024-11-08 +2024-11-22 15:06:14,324 - my_logger - INFO - Column ԭͣӪӹйܣ was last updated at 2024-11-15 +2024-11-22 15:06:14,326 - my_logger - INFO - Column ԭͣʣܣ was last updated at 2023-03-31 +2024-11-22 15:06:14,331 - my_logger - INFO - Column ԭͣѹʣɽܣ was last updated at 2024-11-15 +2024-11-22 15:06:14,335 - my_logger - INFO - Column ԭͻԾͬ was last updated at 2024-11-15 +2024-11-22 15:06:14,337 - my_logger - INFO - Column ԭͼӹ/Ӫ+ was last updated at 2024-11-15 +2024-11-22 15:06:14,340 - my_logger - INFO - Column ԭ/3 was last updated at 2024-11-08 +2024-11-22 15:06:14,341 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-22 15:06:14,345 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-22 15:06:14,351 - my_logger - INFO - Column ԭͣѹʣйܣ was last updated at 2024-11-08 +2024-11-22 15:06:14,353 - my_logger - INFO - Column ȫϸ+ԭ was last updated at 2024-11-15 +2024-11-22 15:06:14,355 - my_logger - INFO - Column ԭͣɽʣ¿ھܣ was last updated at 2024-11-15 +2024-11-22 15:06:14,357 - my_logger - INFO - Column ò was last updated at 2024-11-08 +2024-11-22 15:06:14,359 - my_logger - INFO - Column ԭܶȵ was last updated at 2024-11-08 +2024-11-22 15:06:14,364 - my_logger - INFO - Column й32ҵ was last updated at 2024-11-15 +2024-11-22 15:06:14,368 - my_logger - INFO - Column ԭͺȻ was last updated at 2024-11-15 +2024-11-22 15:06:14,370 - my_logger - INFO - Column ī庣ϸ was last updated at 2024-11-15 +2024-11-22 15:06:14,372 - my_logger - INFO - Column ArkomaWoodfordԾ was last updated at 2024-11-15 +2024-11-22 15:06:14,376 - my_logger - INFO - Column CanaWoodfordԾ was last updated at 2024-11-15 +2024-11-22 15:06:14,383 - my_logger - INFO - Column DJ-NiobraraԾ was last updated at 2024-11-15 +2024-11-22 15:06:14,386 - my_logger - INFO - Column GraniteWashԾ was last updated at 2024-11-15 +2024-11-22 15:06:14,388 - my_logger - INFO - Column HaynesvilleԾ was last updated at 2024-11-15 +2024-11-22 15:06:14,392 - my_logger - INFO - Column UticaԾ was last updated at 2024-11-15 +2024-11-22 15:06:14,395 - my_logger - INFO - Column ôԭͻԾ was last updated at 2024-11-15 +2024-11-22 15:06:14,400 - my_logger - INFO - Column Permian was last updated at 2024-11-15 +2024-11-22 15:06:14,403 - my_logger - INFO - Column EagleFord was last updated at 2024-11-15 +2024-11-22 15:06:14,405 - my_logger - INFO - Column Williston was last updated at 2024-11-15 +2024-11-22 15:06:14,407 - my_logger - INFO - Column Marcellus was last updated at 2024-11-15 +2024-11-22 15:06:14,410 - my_logger - INFO - Column ArkmoreWoodford was last updated at 2024-11-15 +2024-11-22 15:06:14,416 - my_logger - INFO - Column ȫϸ was last updated at 2024-11-15 +2024-11-22 15:06:14,418 - my_logger - INFO - Column Ǻϸ was last updated at 2024-11-15 +2024-11-22 15:06:14,442 - my_logger - INFO - Column ޺ϸ was last updated at 2024-11-15 +2024-11-22 15:06:14,454 - my_logger - INFO - Column ŷ޺ϸ was last updated at 2024-11-15 +2024-11-22 15:06:14,457 - my_logger - INFO - Column ϸ was last updated at 2024-11-15 +2024-11-22 15:06:14,461 - my_logger - INFO - Column жϸ was last updated at 2024-11-15 +2024-11-22 15:06:14,465 - my_logger - INFO - Column īԭ was last updated at 2024-09-27 +2024-11-22 15:06:14,467 - my_logger - INFO - Column ½ˮ was last updated at 2024-11-15 +2024-11-22 15:06:14,470 - my_logger - INFO - Column was last updated at 2024-11-15 +2024-11-22 15:06:14,472 - my_logger - INFO - Column ½ was last updated at 2024-11-15 +2024-11-22 15:06:14,474 - my_logger - INFO - Column ԭ was last updated at 2024-11-08 +2024-11-22 15:06:14,478 - my_logger - INFO - Column FracSpread꾮 was last updated at 2024-11-15 +2024-11-22 15:06:14,483 - my_logger - INFO - Column ܶԭͲ was last updated at 2024-11-08 +2024-11-22 15:06:14,486 - my_logger - INFO - Column ԭͻԾ was last updated at 2024-11-15 +2024-11-22 15:06:14,488 - my_logger - INFO - Column was last updated at 2024-11-08 +2024-11-22 15:06:14,491 - my_logger - INFO - Column EIAܶNGL was last updated at 2024-11-08 +2024-11-22 15:06:14,493 - my_logger - INFO - Column ԭͣӹйܣ was last updated at 2024-11-15 +2024-11-22 15:06:14,498 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 +2024-11-22 15:06:14,501 - my_logger - INFO - Column Lower48ԭͲ was last updated at 2024-11-08 +2024-11-22 15:06:14,503 - my_logger - INFO - Column EIAú was last updated at 2024-11-08 +2024-11-22 15:06:14,506 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-22 15:06:14,508 - my_logger - INFO - Column EIA; was last updated at 2024-11-08 +2024-11-22 15:06:14,509 - my_logger - INFO - Column EIAԭ; was last updated at 2024-11-08 +2024-11-22 15:06:14,514 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 15:06:14,517 - my_logger - INFO - Column DOE-; was last updated at 2024-11-08 +2024-11-22 15:06:14,519 - my_logger - INFO - Column DOE-ȼ; was last updated at 2024-11-08 +2024-11-22 15:06:14,521 - my_logger - INFO - Column ԭܶȾ was last updated at 2024-11-08 +2024-11-22 15:06:14,523 - my_logger - INFO - Column ԭܳ was last updated at 2024-11-08 +2024-11-22 15:06:14,524 - my_logger - INFO - Column ԭͽڣSPR was last updated at 2024-11-08 +2024-11-22 15:06:14,526 - my_logger - INFO - Column ԭܽڣSPR was last updated at 2024-11-08 +2024-11-22 15:06:14,532 - my_logger - INFO - Column VLCC:ж-й was last updated at 2024-11-18 +2024-11-22 15:06:14,535 - my_logger - INFO - Column Suezmax-к was last updated at 2024-11-18 +2024-11-22 15:06:14,538 - my_logger - INFO - Column DOE-ͽ was last updated at 2024-11-08 +2024-11-22 15:06:14,540 - my_logger - INFO - Column DOE-ͳ was last updated at 2024-11-08 +2024-11-22 15:06:14,542 - my_logger - INFO - Column DOE-ȼͽ was last updated at 2024-11-08 +2024-11-22 15:06:14,544 - my_logger - INFO - Column DOE-ȼͳ was last updated at 2024-11-08 +2024-11-22 15:06:14,550 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 15:06:14,552 - my_logger - INFO - Column DOE-ú was last updated at 2024-11-08 +2024-11-22 15:06:14,554 - my_logger - INFO - Column Kpler-ԭ;ڣܶȣ was last updated at 2024-08-25 +2024-11-22 15:06:14,557 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,559 - my_logger - INFO - Column -յܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 15:06:14,565 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 15:06:14,568 - my_logger - INFO - Column DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,571 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,573 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,575 - my_logger - INFO - Column -īܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,580 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,583 - my_logger - INFO - Column -϶ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,587 - my_logger - INFO - Column ж-ɳܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,589 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 15:06:14,592 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,597 - my_logger - INFO - Column ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 15:06:14,600 - my_logger - INFO - Column FSU-ݽܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,603 - my_logger - INFO - Column -͸絺ܶԭͺ˳ was last updated at 2024-11-03 +2024-11-22 15:06:14,604 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,607 - my_logger - INFO - Column ж-Ҳܶԭͺ˳ was last updated at 2023-08-27 +2024-11-22 15:06:14,609 - my_logger - INFO - Column -¡ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,615 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,617 - my_logger - INFO - Column Non-OPEC DoCܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,620 - my_logger - INFO - Column -ôܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,621 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,625 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-04-28 +2024-11-22 15:06:14,627 - my_logger - INFO - Column Ųܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,634 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,635 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,639 - my_logger - INFO - Column -ױܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,642 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,646 - my_logger - INFO - Column -չܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,659 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,685 - my_logger - INFO - Column ӡܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,690 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,713 - my_logger - INFO - Column FSU-˹̹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,718 - my_logger - INFO - Column -ίܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,723 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,735 - my_logger - INFO - Column Ĵܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,738 - my_logger - INFO - Column FSU-˹ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,740 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,742 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,747 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,751 - my_logger - INFO - Column Ӣܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,753 - my_logger - INFO - Column OPECܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,755 - my_logger - INFO - Column -ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,757 - my_logger - INFO - Column -ܶ͢ԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,759 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,764 - my_logger - INFO - Column ж-ܶԭͺ˳ was last updated at 2024-11-10 +2024-11-22 15:06:14,768 - my_logger - INFO - Column ɫܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,770 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 15:06:14,772 - my_logger - INFO - Column ¹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,774 - my_logger - INFO - Column Ĵܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,776 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,782 - my_logger - INFO - Column ͻ˹̹ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,784 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,786 - my_logger - INFO - Column Ϸܶԭͺ˽ was last updated at 2024-11-03 +2024-11-22 15:06:14,789 - my_logger - INFO - Column й̨ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,791 - my_logger - 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my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,827 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,833 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,835 - my_logger - INFO - Column ¼ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,838 - my_logger - INFO - Column ̩ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,840 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,844 - my_logger - INFO - Column ӡܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,848 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,851 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,853 - my_logger - INFO - Column йܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,855 - my_logger - INFO - Column ôܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,857 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,860 - my_logger - INFO - Column ϣܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,864 - my_logger - INFO - Column ܶԭͺ˽ was last updated at 2024-11-10 +2024-11-22 15:06:14,867 - my_logger - INFO - Column ˮλ was last updated at 2024-11-19 +2024-11-22 15:06:14,869 - my_logger - INFO - Column ovx index was last updated at 2024-11-19 +2024-11-22 15:06:14,871 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-19 +2024-11-22 15:06:14,873 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-19 +2024-11-22 15:06:14,876 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-19 +2024-11-22 15:06:14,879 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-19 +2024-11-22 15:06:14,883 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 +2024-11-22 15:06:14,885 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 +2024-11-22 15:06:14,887 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 +2024-11-22 15:06:14,890 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 +2024-11-22 15:06:14,892 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-18 +2024-11-22 15:06:14,897 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-19 +2024-11-22 15:06:14,900 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-19 +2024-11-22 15:06:14,905 - my_logger - INFO - ͣϢ浽ļlast_update_times.csv +2024-11-22 15:06:14,909 - my_logger - INFO - ɾԤǰ(2881, 504) +2024-11-22 15:06:14,918 - my_logger - INFO - ɾԤ(2881, 431) +2024-11-22 15:06:14,920 - my_logger - INFO - ɾ²ǰ(2881, 431) +2024-11-22 15:06:15,548 - my_logger - INFO - ɾ²(2881, 427) +2024-11-22 15:06:15,571 - my_logger - INFO - ɾԤΪֵк(413, 427) +2024-11-22 15:06:15,576 - my_logger - INFO - ɾȫΪֵк(413, 427) +2024-11-22 15:06:18,053 - my_logger - INFO - ܶ(425) 28(1) +0 EIAƷ EIAͲǧͰգ +1 йͱ +2 DOE-Ͳ/3 +3 ͱ裨ܶȣ +4 Ͳܶȣ +.. ... ... +420 CFFDQMMN INDEX +421 C2403083739 +422 C2404167878 +423 GC1 COMB Comdty +424 C2404167855 + +[425 rows x 2 columns] +2024-11-22 15:06:18,068 - my_logger - INFO - Ϣܹ424,ܶ(425),28(1), 꿴 1б + ̣ + 1. + 2. ɾУûֵɾ + 3. ɾ²ٸֵָ + 4. նΪնݣ + -- 䣬һָܶݣô֮ǰ + -- ǰ䣬ɼݿʼΪ201811գôܶݿ201813գô3յǰ䣬ʹ12նֵ + Է + +2024-11-22 15:06:18,070 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** +2024-11-22 15:06:18,827 - my_logger - INFO - sqlUPDATE trueandpredict SET ds = '2024-11-24 00:00:00', y = '73.32499999999999' WHERE ds = '2024-11-24 00:00:00' +2024-11-22 15:06:18,831 - my_logger - INFO - ʼѵģ... +2024-11-22 15:06:18,839 - my_logger - INFO - Training set head: +2024-11-22 15:06:18,840 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ Ͳܶȣ ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id +0 2017-01-01 35685.0 732.4702 528.0476 59290.0 67662.0 ... 0.0 1.0 0.0 1.0 0.0 1 +1 2017-01-08 35685.0 732.4702 528.0476 59290.0 67662.0 ... 0.0 0.0 0.0 0.0 0.0 1 +2 2017-01-15 37138.0 732.4702 -180.8572 56483.0 62671.0 ... 0.0 0.0 0.0 0.0 0.0 1 +3 2017-01-22 34672.0 732.4702 -314.0000 56273.0 61775.0 ... 0.0 0.0 0.0 0.0 0.0 1 +4 2017-01-29 35211.0 732.4702 74.8095 58170.0 63707.0 ... 0.0 0.0 0.0 0.0 0.0 1 + +[5 rows x 442 columns] +2024-11-22 15:06:19,212 - my_logger - INFO - +Testing set head: +2024-11-22 15:06:19,213 - my_logger - INFO - ds EIAƷ йͱ DOE-Ͳ/3 ͱ裨ܶȣ Ͳܶȣ ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id +83 2018-08-05 38538.0 732.4702 -180.6191 65422.0 69391.0 ... 0.0 0.0 0.0 0.0 0.0 1 +84 2018-08-12 38184.0 732.4702 51.9524 66584.0 71638.0 ... 0.0 0.0 0.0 0.0 0.0 1 +85 2018-08-19 39455.0 732.4702 -98.3333 66171.0 71057.0 ... 0.0 0.0 0.0 0.0 0.0 1 +86 2018-08-26 39710.0 732.4702 -49.2857 69293.0 71659.0 ... 0.0 0.0 0.0 0.0 0.0 1 +87 2018-09-02 39263.0 732.4702 209.4762 68138.0 71505.0 ... 0.0 0.0 0.0 0.0 0.0 1 + +[5 rows x 442 columns] +2024-11-22 15:16:39,726 - my_logger - INFO - ȡݣyuanyoudataset\ԭָ.xlsx +2024-11-22 15:16:39,726 - my_logger - INFO - getdataգyuanyoudataset\ԭָ.xlsx date +2024-11-22 15:17:24,046 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:17:24,048 - my_logger - INFO - Column :ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:17:24,051 - my_logger - INFO - Column :ɽ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:17:24,053 - my_logger - INFO - Column :īذ:ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:17:24,056 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:17:24,061 - my_logger - INFO - Column ::ͳͶʹ::ֵ was last updated at 2024-06-14 +2024-11-22 15:17:24,066 - my_logger - INFO - Column EIAƷ was last updated at 2024-11-08 +2024-11-22 15:17:24,068 - my_logger - INFO - Column йͱ was last updated at 2024-11-15 +2024-11-22 15:17:24,071 - my_logger - INFO - Column йִ was last updated at 2024-04-10 +2024-11-22 15:17:24,072 - my_logger - INFO - Column DOE-Ͳ/3 was last updated at 2024-11-08 +2024-11-22 15:17:24,074 - my_logger - INFO - Column ͱ裨ܶȣ was last updated at 2024-11-08 +2024-11-22 15:17:24,076 - my_logger - INFO - Column Ͳܶȣ was last updated at 2024-11-08 +2024-11-22 15:17:24,078 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 15:17:24,081 - my_logger - INFO - Column йԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 15:17:24,085 - my_logger - INFO - Column йӪԭͼӹ-¡ was last updated at 2024-11-15 +2024-11-22 15:17:24,087 - my_logger - INFO - Column ԭͼӹ+Ӫ was last updated at 2024-11-15 +2024-11-22 15:17:24,090 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 +2024-11-22 15:17:24,092 - my_logger - INFO - Column Ͳռ was last updated at 2024-10-04 diff --git a/main_yuanyou.py b/main_yuanyou.py index 04a1216..8903b3d 100644 --- a/main_yuanyou.py +++ b/main_yuanyou.py @@ -149,32 +149,32 @@ def predict_main(): row, col = df.shape now = datetime.datetime.now().strftime('%Y%m%d%H%M%S') - # ex_Model(df, - # horizon=horizon, - # input_size=input_size, - # train_steps=train_steps, - # val_check_steps=val_check_steps, - # early_stop_patience_steps=early_stop_patience_steps, - # is_debug=is_debug, - # dataset=dataset, - # is_train=is_train, - # is_fivemodels=is_fivemodels, - # val_size=val_size, - # test_size=test_size, - # settings=settings, - # now=now, - # etadata=etadata, - # modelsindex=modelsindex, - # data=data, - # is_eta=is_eta, - # ) + ex_Model(df, + horizon=horizon, + input_size=input_size, + train_steps=train_steps, + val_check_steps=val_check_steps, + early_stop_patience_steps=early_stop_patience_steps, + is_debug=is_debug, + dataset=dataset, + is_train=is_train, + is_fivemodels=is_fivemodels, + val_size=val_size, + test_size=test_size, + settings=settings, + now=now, + etadata=etadata, + modelsindex=modelsindex, + data=data, + is_eta=is_eta, + ) 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_juxiting(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 36d4cfe..6d54c1b 100644 --- a/models/nerulforcastmodels.py +++ b/models/nerulforcastmodels.py @@ -103,7 +103,7 @@ def ex_Model(df,horizon,input_size,train_steps,val_check_steps,early_stop_patien df_reg = df_reg[-1000:-1] # 计算训练集的结束索引，占总数据的90% - split_index = int(0.8* len(df_reg)) + split_index = int(0.9* len(df_reg)) # 按照时间顺序划分训练集和测试集 df_train = df_reg[:split_index] @@ -165,7 +165,7 @@ def ex_Model(df,horizon,input_size,train_steps,val_check_steps,early_stop_patien models.append(model) # 创建NeuralForecast实例并训练模型 - nf = NeuralForecast(models=models, freq="B") + nf = NeuralForecast(models=models, freq=freq) from joblib import dump, load if is_train: