聚烯烃线上配置更改
This commit is contained in:
workpc
parent
9fb0f61d79
commit
aded91c23b
@ -155,14 +155,14 @@ login_data = {
|
||||
|
||||
upload_data = {
|
||||
"funcModule":'研究报告信息',
|
||||
"funcOperation":'上传原油价格预测报告',
|
||||
"funcOperation":'上传聚烯烃PP价格预测报告',
|
||||
"data":{
|
||||
"ownerAccount":'arui', #报告所属用户账号
|
||||
"reportType":'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST
|
||||
"fileName": '2000-40-5-50--100-原油指标数据.xlsx-Brent活跃合约--2024-09-06-15-01-29-预测报告.pdf', #文件名称
|
||||
"fileBase64": '' ,#文件内容base64
|
||||
"categoryNo":'yyjgycbg', # 研究报告分类编码
|
||||
"smartBusinessClassCode":'YCJGYCBG', #分析报告分类编码
|
||||
"smartBusinessClassCode":'JXTJGYCBG', #分析报告分类编码
|
||||
"reportEmployeeCode":"E40116", # 报告人
|
||||
"reportDeptCode" :"D0044" ,# 报告部门
|
||||
"productGroupCode":"RAW_MATERIAL" # 商品分类
|
||||
@ -210,7 +210,7 @@ is_fivemodels = False # 是否使用之前保存的最佳的5个模型
|
||||
is_edbcode = False # 特征使用edbcoding列表中的
|
||||
is_edbnamelist = False # 自定义特征，对应上面的edbnamelist
|
||||
is_update_eta = True # 预测结果上传到eta
|
||||
is_update_report = False # 是否上传报告
|
||||
is_update_report = True # 是否上传报告
|
||||
is_update_warning_data = False # 是否上传预警数据
|
||||
is_del_corr = 0.6 # 是否删除相关性高的特征,取值为 0-1 ，0 为不删除，0.6 表示删除相关性小于0.6的特征
|
||||
is_del_tow_month = True # 是否删除两个月不更新的特征
|
||||
|
||||
325
config_juxiting_pro.py
Normal file
325
config_juxiting_pro.py
Normal file
@ -0,0 +1,325 @@
|
||||
import logging
|
||||
import os
|
||||
import logging.handlers
|
||||
import datetime
|
||||
from lib.tools import MySQLDB,SQLiteHandler
|
||||
|
||||
|
||||
# eta 接口token
|
||||
APPID = "XNLDvxZHHugj7wJ7"
|
||||
SECRET = "iSeU4s6cKKBVbt94htVY1p0sqUMqb2xa"
|
||||
|
||||
# eta 接口url
|
||||
sourcelisturl = 'http://10.189.2.78:8108/v1/edb/source/list'
|
||||
classifylisturl = 'http://10.189.2.78:8108/v1/edb/classify/list?ClassifyType='
|
||||
uniquecodedataurl = 'http://10.189.2.78:8108/v1/edb/data?UniqueCode=4991c37becba464609b409909fe4d992&StartDate=2024-02-01'
|
||||
classifyidlisturl = 'http://10.189.2.78:8108/v1/edb/list?ClassifyId='
|
||||
edbcodedataurl = 'http://10.189.2.78:8108/v1/edb/data?EdbCode='
|
||||
edbdatapushurl = 'http://10.189.2.78:8108/v1/edb/push'
|
||||
edbdeleteurl = 'http://10.189.2.78:8108/v1/edb/business/edb/del'
|
||||
edbbusinessurl = 'http://10.189.2.78:8108/v1/edb/business/data/del'
|
||||
edbcodelist = ['ID01385938','lmcads03 lme comdty',
|
||||
'GC1 COMB Comdty',
|
||||
'C2404171822',
|
||||
'dxy curncy',
|
||||
'S5443199 ',
|
||||
'S5479800',
|
||||
'S5443108',
|
||||
'H7358586',
|
||||
'LC3FM1 INDEX',
|
||||
'CNY REGN Curncy',
|
||||
's0105897',
|
||||
'M0067419',
|
||||
'M0066351',
|
||||
'S0266372',
|
||||
'S0266438',
|
||||
'S0266506',
|
||||
'ID01384463']
|
||||
|
||||
# 临时写死用指定的列,与上面的edbcode对应，后面更改
|
||||
edbnamelist = [
|
||||
'ds','y',
|
||||
'LME铜价',
|
||||
'黄金连1合约',
|
||||
'Brent-WTI',
|
||||
'美元指数',
|
||||
'甲醇鲁南价格',
|
||||
'甲醇太仓港口价格',
|
||||
'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',
|
||||
'PE期货收盘价',
|
||||
'PP连续-1月',
|
||||
'PP连续-5月',
|
||||
'PP连续-9月',
|
||||
'PP：拉丝：L5E89：出厂价：华北（第二区域）：内蒙古久泰新材料（日）'
|
||||
]
|
||||
|
||||
edbcodenamedict = {
|
||||
'ID01385938':'PP：拉丝：1102K：市场价：青州：国家能源宁煤（日）',
|
||||
'ID01384463':'PP：拉丝：L5E89：出厂价：华北（第二区域）：内蒙古久泰新材料（日）',
|
||||
'lmcads03 lme comdty':'LME铜价',
|
||||
'GC1 COMB Comdty':'黄金连1合约',
|
||||
'C2404171822':'Brent-WTI',
|
||||
'dxy curncy':'美元指数',
|
||||
'S5443199 ':'甲醇鲁南价格',
|
||||
'S5479800':'甲醇太仓港口价格',
|
||||
'S5443108':'山东丙烯主流价',
|
||||
'H7358586':'丙烷（山东）',
|
||||
'LC3FM1 INDEX':'FEI丙烷 M1',
|
||||
'CNY REGN Curncy':'在岸人民币汇率',
|
||||
's0105897':'南华工业品指数',
|
||||
'M0067419':'PVC期货主力',
|
||||
'M0066351':'PE期货收盘价',
|
||||
'S0266372':'PP连续-1月',
|
||||
'S0266438':'PP连续-5月',
|
||||
'S0266506':'PP连续-9月',
|
||||
|
||||
}
|
||||
|
||||
# eta自有数据指标编码
|
||||
modelsindex = {
|
||||
'NHITS': 'SELF0000077',
|
||||
'Informer':'SELF0000078',
|
||||
'LSTM':'SELF0000079',
|
||||
'iTransformer':'SELF0000080',
|
||||
'TSMixer':'SELF0000081',
|
||||
'TSMixerx':'SELF0000082',
|
||||
'PatchTST':'SELF0000083',
|
||||
'RNN':'SELF0000084',
|
||||
'GRU':'SELF0000085',
|
||||
'TCN':'SELF0000086',
|
||||
'BiTCN':'SELF0000087',
|
||||
'DilatedRNN':'SELF0000088',
|
||||
'MLP':'SELF0000089',
|
||||
'DLinear':'SELF0000090',
|
||||
'NLinear':'SELF0000091',
|
||||
'TFT':'SELF0000092',
|
||||
'FEDformer':'SELF0000093',
|
||||
'StemGNN':'SELF0000094',
|
||||
'MLPMultivariate':'SELF0000095',
|
||||
'TiDE':'SELF0000096',
|
||||
'DeepNPTS':'SELF0000097'
|
||||
}
|
||||
|
||||
|
||||
|
||||
# eta 上传预测结果的请求体，后面发起请求的时候更改 model datalist 数据
|
||||
data = {
|
||||
"IndexCode": "",
|
||||
"IndexName": "价格预测模型",
|
||||
"Unit": "无",
|
||||
"Frequency": "日度",
|
||||
"SourceName": f"价格预测",
|
||||
"Remark": 'ddd',
|
||||
"DataList": [
|
||||
{
|
||||
"Date": "2024-05-02",
|
||||
"Value": 333444
|
||||
}
|
||||
]
|
||||
}
|
||||
|
||||
# eta 分类
|
||||
# level：3才可以获取到数据，所以需要人工把能源化工下所有的level3级都找到
|
||||
# url = 'http://10.189.2.78:8108/v1/edb/list?ClassifyId=1214'
|
||||
#ParentId ":1160, 能源化工
|
||||
# ClassifyId ":1214,原油
|
||||
#ParentId ":1214,"，就是原油下所有的数据。
|
||||
ClassifyId = 1161
|
||||
|
||||
|
||||
|
||||
################################################################################################################ 变量定义--线上环境
|
||||
server_host = '10.200.32.39'
|
||||
login_pushreport_url = f"http://{server_host}/jingbo-api/api/server/login"
|
||||
upload_url = f"http://{server_host}/jingbo-api/api/analysis/reportInfo/researchUploadReportSave"
|
||||
upload_warning_url = f"http://{server_host}/jingbo-api/api/basicBuiness/crudeOilWarning/save"
|
||||
query_data_list_item_nos_url = f"http://{server_host}/jingbo-api/api/warehouse/dwDataItem/queryDataListItemNos"
|
||||
|
||||
login_data = {
|
||||
"data": {
|
||||
"account": "api_dev",
|
||||
"password": "ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=",
|
||||
"tenantHashCode": "8a4577dbd919675758d57999a1e891fe",
|
||||
"terminal": "API"
|
||||
},
|
||||
"funcModule": "API",
|
||||
"funcOperation": "获取token"
|
||||
}
|
||||
|
||||
upload_data = {
|
||||
"funcModule":'研究报告信息',
|
||||
"funcOperation":'上传聚烯烃价格预测报告',
|
||||
"data":{
|
||||
"ownerAccount":'36541', #报告所属用户账号 36541 - 贾青雪
|
||||
"reportType":'OIL_PRICE_FORECAST', # 报告类型，固定为OIL_PRICE_FORECAST
|
||||
"fileName": '', #文件名称
|
||||
"fileBase64": '' ,#文件内容base64
|
||||
"categoryNo":'jxtjgycbg', # 研究报告分类编码
|
||||
"smartBusinessClassCode":'JXTJGYCBG', #分析报告分类编码
|
||||
"reportEmployeeCode":"305000050000" ,# 报告人 E40482 - 管理员 305000050000 - 贾青雪
|
||||
"reportDeptCode" :"002000621000", # 报告部门 - 002000621000 SH期货研究部
|
||||
"productGroupCode":"RAW_MATERIAL" # 商品分类
|
||||
}
|
||||
}
|
||||
|
||||
warning_data = {
|
||||
"funcModule":'原油特征停更预警',
|
||||
"funcOperation":'原油特征停更预警',
|
||||
"data":{
|
||||
'WARNING_TYPE_NAME':'特征数据停更预警',
|
||||
'WARNING_CONTENT':'',
|
||||
'WARNING_DATE':''
|
||||
}
|
||||
}
|
||||
|
||||
query_data_list_item_nos_data = {
|
||||
"funcModule": "数据项",
|
||||
"funcOperation": "查询",
|
||||
"data": {
|
||||
"dateStart":"20200101",
|
||||
"dateEnd":"20241231",
|
||||
"dataItemNoList":["Brentzdj","Brentzgj"] # 数据项编码,代表 brent最低价和最高价
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
# 生产环境数据库
|
||||
host = 'rm-2zehj3r1n60ttz9x5.mysql.rds.aliyuncs.com'
|
||||
port = 3306
|
||||
dbusername ='jingbo'
|
||||
password = 'shihua@123'
|
||||
dbname = 'jingbo'
|
||||
table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
|
||||
|
||||
|
||||
# 预生产环境
|
||||
# host = 'rm-2zehj3r1n60ttz9x5ko.mysql.rds.aliyuncs.com'
|
||||
# port = 3306
|
||||
# dbusername ='jingbo'
|
||||
# password = 'shihua@123'
|
||||
# dbname = 'jingbo-test'
|
||||
# table_name = 'v_tbl_crude_oil_warning'
|
||||
|
||||
### 线上开关
|
||||
is_train = True # 是否训练
|
||||
is_debug = False # 是否调试
|
||||
is_eta = True # 是否使用eta接口
|
||||
is_market = False # 是否通过市场信息平台获取特征 ,在is_eta 为true 的情况下生效
|
||||
is_timefurture = True # 是否使用时间特征
|
||||
is_fivemodels = False # 是否使用之前保存的最佳的5个模型
|
||||
is_edbcode = False # 特征使用edbcoding列表中的
|
||||
is_edbnamelist = False # 自定义特征，对应上面的edbnamelist
|
||||
is_update_eta = True # 预测结果上传到eta
|
||||
is_update_report = True # 是否上传报告
|
||||
is_update_warning_data = False # 是否上传预警数据
|
||||
is_del_corr = 0.6 # 是否删除相关性高的特征,取值为 0-1 ，0 为不删除，0.6 表示删除相关性小于0.6的特征
|
||||
is_del_tow_month = True # 是否删除两个月不更新的特征
|
||||
|
||||
|
||||
|
||||
# 连接到数据库
|
||||
db_mysql = MySQLDB(host=host, user=dbusername, password=password, database=dbname)
|
||||
db_mysql.connect()
|
||||
print("数据库连接成功",host,dbname,dbusername)
|
||||
|
||||
|
||||
# 数据截取日期
|
||||
start_year = 2020 # 数据开始年份
|
||||
end_time = '' # 数据截取日期
|
||||
freq = 'B' # 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:
|
||||
edbnamelist = edbnamelist+['K','D','J']
|
||||
|
||||
### 模型参数
|
||||
y = 'AVG-金能大唐久泰青州'
|
||||
avg_cols = [
|
||||
'PP：拉丝：1102K：出厂价：青州：国家能源宁煤（日）',
|
||||
'PP：拉丝：L5E89：出厂价：华北（第二区域）：内蒙古久泰新材料（日）',
|
||||
'PP：拉丝：L5E89：出厂价：河北、鲁北：大唐内蒙多伦（日）',
|
||||
'PP：拉丝：HP550J：市场价：青岛：金能化学（日）'
|
||||
]
|
||||
offsite = 80
|
||||
offsite_col = ['PP：拉丝：HP550J：市场价：青岛：金能化学（日）']
|
||||
horizon =5 # 预测的步长
|
||||
input_size = 40 # 输入序列长度
|
||||
train_steps = 50 if is_debug else 1000 # 训练步数,用来限定epoch次数
|
||||
val_check_steps = 30 # 评估频率
|
||||
early_stop_patience_steps = 5 # 早停的耐心步数
|
||||
# --- 交叉验证用的参数
|
||||
test_size = 100 # 测试集大小，定义100，后面使用的时候重新赋值
|
||||
val_size = test_size # 验证集大小,同测试集大小
|
||||
|
||||
### 特征筛选用到的参数
|
||||
k = 100 # 特征筛选数量，如果是0或者值比特征数量大，代表全部特征
|
||||
corr_threshold = 0.6 # 相关性大于0.6的特征
|
||||
rote = 0.06 # 绘图上下界阈值
|
||||
|
||||
### 计算准确率
|
||||
weight_dict = [0.4,0.15,0.1,0.1,0.25] # 权重
|
||||
|
||||
|
||||
### 文件
|
||||
data_set = 'PP指标数据.xlsx' # 数据集文件
|
||||
dataset = 'juxitingdataset' # 数据集文件夹
|
||||
|
||||
# 数据库名称
|
||||
db_name = os.path.join(dataset,'jbsh_juxiting.db')
|
||||
sqlitedb = SQLiteHandler(db_name)
|
||||
sqlitedb.connect()
|
||||
|
||||
settings = f'{input_size}-{horizon}-{train_steps}--{k}-{data_set}-{y}'
|
||||
# 获取日期时间
|
||||
# now = datetime.datetime.now().strftime('%Y%m%d%H%M%S') # 获取当前日期时间
|
||||
now = datetime.datetime.now().strftime('%Y-%m-%d') # 获取当前日期时间
|
||||
reportname = f'PP大模型预测报告--{end_time}.pdf' # 报告文件名
|
||||
reportname = reportname.replace(':', '-') # 替换冒号
|
||||
if end_time == '':
|
||||
end_time = now
|
||||
### 邮件配置
|
||||
username='1321340118@qq.com'
|
||||
passwd='wgczgyhtyyyyjghi'
|
||||
# recv=['liurui_test@163.com','52585119@qq.com']
|
||||
recv=['liurui_test@163.com']
|
||||
# recv=['liurui_test@163.com']
|
||||
title='reportname'
|
||||
content=y+'预测报告请看附件'
|
||||
file=os.path.join(dataset,'reportname')
|
||||
# file=os.path.join(dataset,'14-7-50--100-原油指标数据.xlsx-Brent连1合约价格--20240731175936-预测报告.pdf')
|
||||
ssl=True
|
||||
|
||||
|
||||
### 日志配置
|
||||
|
||||
# 创建日志目录（如果不存在）
|
||||
log_dir = 'logs'
|
||||
if not os.path.exists(log_dir):
|
||||
os.makedirs(log_dir)
|
||||
|
||||
# 配置日志记录器
|
||||
logger = logging.getLogger('my_logger')
|
||||
logger.setLevel(logging.INFO)
|
||||
|
||||
# 配置文件处理器，将日志记录到文件
|
||||
file_handler = logging.handlers.RotatingFileHandler(os.path.join(log_dir, 'pricepredict.log'), maxBytes=1024 * 1024, backupCount=5)
|
||||
file_handler.setFormatter(logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s'))
|
||||
|
||||
# 配置控制台处理器，将日志打印到控制台
|
||||
console_handler = logging.StreamHandler()
|
||||
console_handler.setFormatter(logging.Formatter('%(message)s'))
|
||||
|
||||
# 将处理器添加到日志记录器
|
||||
logger.addHandler(file_handler)
|
||||
logger.addHandler(console_handler)
|
||||
|
||||
# logger.info('当前配置：'+settings)
|
||||
|
||||
@ -44,7 +44,8 @@ plt.rcParams['axes.unicode_minus'] = False # 用来正常显示负号
|
||||
# from config_jingbo import *
|
||||
# from config_jingbo_zhoudu import *
|
||||
# from config_yongan import *
|
||||
from config_juxiting import *
|
||||
# from config_juxiting import *
|
||||
from config_juxiting_pro import *
|
||||
|
||||
|
||||
|
||||
|
||||
Loading…
Reference in New Issue
Block a user