2024-11-14 10:55:38,473 - my_logger - INFO - 跳过指标 美国炼厂原油输入量1周环差 2024-11-14 10:55:39,769 - my_logger - INFO - 跳过指标 美国炼厂原油输入量4周均值 2024-11-14 10:55:39,770 - my_logger - INFO - 跳过指标 美国:炼油厂:产能利用率:同比 2024-11-14 10:55:39,770 - my_logger - INFO - 跳过指标 美国:炼油厂:产能利用率:环比增减 2024-11-14 10:55:40,548 - my_logger - INFO - 跳过指标 炼油厂可运营能力利用率:4周平均值:美国 2024-11-14 10:55:42,424 - my_logger - INFO - 跳过指标 执行航班:德国:国内航班 2024-11-14 10:55:42,425 - my_logger - INFO - 跳过指标 执行航班:德国:国际航班 2024-11-14 10:55:42,425 - my_logger - INFO - 跳过指标 执行航班:法国:国内航班 2024-11-14 10:55:42,425 - my_logger - INFO - 跳过指标 执行航班:法国:国际航班 2024-11-14 10:55:42,426 - my_logger - INFO - 跳过指标 执行航班:英国:国内航班 2024-11-14 10:55:42,426 - my_logger - INFO - 跳过指标 执行航班:英国:国际航班 2024-11-14 10:55:42,426 - my_logger - INFO - 跳过指标 执行航班:印度:国内航班 2024-11-14 10:55:42,427 - my_logger - INFO - 跳过指标 执行航班:印度:国际航班 2024-11-14 10:55:43,308 - my_logger - INFO - 跳过指标 中国柴油4周平均表需 2024-11-14 10:55:43,309 - my_logger - INFO - 跳过指标 中国柴油4周平均库销比 2024-11-14 10:55:43,309 - my_logger - INFO - 跳过指标 中国汽油4周平均库销比 2024-11-14 10:55:43,310 - my_logger - INFO - 跳过指标 中国汽油4周平均表需 2024-11-14 10:55:43,904 - my_logger - INFO - 跳过指标 美国柴油4周平均表需 2024-11-14 10:55:43,905 - my_logger - INFO - 跳过指标 美国柴油4周平均库销比 2024-11-14 10:55:43,905 - my_logger - INFO - 跳过指标 美国成品油4周平均表需 2024-11-14 10:55:44,217 - my_logger - INFO - 跳过指标 美国航空燃料油4周平均表需 2024-11-14 10:55:44,524 - my_logger - INFO - 跳过指标 美国航空燃料油4周平均库销比 2024-11-14 10:55:44,525 - my_logger - INFO - 跳过指标 美国其他油品4周平均表需 2024-11-14 10:55:44,814 - my_logger - INFO - 跳过指标 美国汽油4周平均表需 2024-11-14 10:55:44,815 - my_logger - INFO - 跳过指标 美国汽油4周平均库销比 2024-11-14 10:55:45,134 - my_logger - INFO - 跳过指标 美国燃料油4周平均表需 2024-11-14 10:55:45,424 - my_logger - INFO - 跳过指标 美国商业原油4周平均库销比 2024-11-14 10:55:45,715 - my_logger - INFO - 跳过指标 美国丙烷和丙烯4周平均表需 2024-11-14 10:55:46,010 - my_logger - INFO - 跳过指标 美国柴油期货裂差 2024-11-14 10:55:46,010 - my_logger - INFO - 跳过指标 美国墨西哥湾柴油裂差 2024-11-14 10:55:46,128 - my_logger - INFO - 跳过指标 美国纽约港柴油裂差 2024-11-14 10:55:46,128 - my_logger - INFO - 跳过指标 欧洲柴油期货裂差 2024-11-14 10:55:46,129 - my_logger - INFO - 跳过指标 西北欧轻柴油裂差 2024-11-14 10:55:46,129 - my_logger - INFO - 跳过指标 新加坡柴油裂差 2024-11-14 10:55:46,130 - my_logger - INFO - 跳过指标 美国汽油期货裂差 2024-11-14 10:55:46,130 - my_logger - INFO - 跳过指标 美国墨西哥湾汽油裂差 2024-11-14 10:55:46,131 - my_logger - INFO - 跳过指标 美国纽约港汽油裂差 2024-11-14 10:55:46,131 - my_logger - INFO - 跳过指标 欧洲鹿特丹汽油裂差 2024-11-14 10:55:46,132 - my_logger - INFO - 跳过指标 新加坡汽油裂差 2024-11-14 10:55:50,395 - my_logger - INFO - 跳过指标 航煤4周平均表需 2024-11-14 10:55:50,839 - my_logger - INFO - 跳过指标 美国汽柴航煤4周平均表需 2024-11-14 10:55:52,672 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA5日环差/65DMA 2024-11-14 10:55:52,673 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA5日环差/65DMA 2024-11-14 10:55:52,673 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/65DMA 2024-11-14 10:55:52,674 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/65DMA 2024-11-14 10:55:52,674 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA5日环差 2024-11-14 10:55:52,675 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA5日环差 2024-11-14 10:55:52,675 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA 2024-11-14 10:55:52,675 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA 2024-11-14 10:55:56,483 - my_logger - INFO - 跳过指标 Brent连1合约价格/2DMA 2024-11-14 10:55:56,484 - my_logger - INFO - 跳过指标 Brent连1合约价格/7DMA 2024-11-14 10:55:56,485 - my_logger - INFO - 跳过指标 Brent连1合约价格/23DMA 2024-11-14 10:55:56,485 - my_logger - INFO - 跳过指标 库欣原油库存超季节性/5年拟合残差/WTI c1-c6 2024-11-14 10:55:56,486 - my_logger - INFO - 跳过指标 Brent连1合约价格/5DMA 2024-11-14 10:55:56,486 - my_logger - INFO - 跳过指标 Brent c1-c2超季节性/3年 2024-11-14 10:55:56,487 - my_logger - INFO - 跳过指标 PP主力收盘价拟合残差/期货收盘价（活跃）：布伦特原油 2024-11-14 10:55:56,487 - my_logger - INFO - 跳过指标 Brent连1合约价格/11DMA 2024-11-14 10:55:56,487 - my_logger - INFO - 跳过指标 山东地炼柴油裂解价差拟合残差/期货结算价（活跃）：布伦特原油 2024-11-14 10:55:56,488 - my_logger - INFO - 跳过指标 山东地炼汽油裂解价差拟合残差/ 2024-11-14 10:55:56,488 - my_logger - INFO - 跳过指标 原油(中国胜利)拟合残差/布伦特原油 2024-11-14 10:55:56,489 - my_logger - INFO - 跳过指标 Brent连1合约价格/21DMA 2024-11-14 10:55:56,490 - my_logger - INFO - 跳过指标 Brent连1合约价格/14DMA 2024-11-14 10:55:56,490 - my_logger - INFO - 跳过指标 Brent连1合约价格/15DMA 2024-11-14 10:55:56,491 - my_logger - INFO - 跳过指标 Brent连1-连12 2024-11-14 10:56:04,912 - my_logger - INFO - 跳过指标 WTI c1-c36 2024-11-14 10:56:04,913 - my_logger - INFO - 跳过指标 WTI c1-c24 2024-11-14 10:56:04,914 - my_logger - INFO - 跳过指标 WTI c1-c12 2024-11-14 10:56:08,008 - my_logger - INFO - 跳过指标 Brent c1-c36 2024-11-14 10:56:08,008 - my_logger - INFO - 跳过指标 Brent c1-c24 2024-11-14 10:56:08,009 - my_logger - INFO - 跳过指标 Brent c1-c12 2024-11-14 10:56:12,884 - my_logger - INFO - 跳过指标 Brent连1合约价格1日环差 2024-11-14 10:56:12,885 - my_logger - INFO - 跳过指标 Brent连1合约价格1日环比 2024-11-14 10:56:12,885 - my_logger - INFO - 跳过指标 WTI连1合约价格拟合残差/美国标普500指数 2024-11-14 10:56:14,492 - my_logger - INFO - 跳过指标 Dubai连2合约价格 2024-11-14 10:56:14,493 - my_logger - INFO - 跳过指标 Dubai连4合约价格 2024-11-14 10:56:14,930 - my_logger - INFO - 跳过指标 美国RBOB期货2212月份合约价格 2024-11-14 10:56:14,930 - my_logger - INFO - 跳过指标 美国RBOB期货2301月份合约价格 2024-11-14 10:56:14,931 - my_logger - INFO - 跳过指标 美国RBOB期货2306月份合约价格 2024-11-14 10:56:16,867 - my_logger - INFO - 跳过指标 Dubai连7合约价格 2024-11-14 10:56:16,867 - my_logger - INFO - 跳过指标 Dubai连9合约价格 2024-11-14 10:56:16,868 - my_logger - INFO - 跳过指标 迪拜连7-连9月差 2024-11-14 10:56:18,536 - my_logger - INFO - 跳过指标 Brent连2 2024-11-14 10:56:18,798 - my_logger - INFO - 跳过指标 WTI连2合约价格 2024-11-14 10:56:21,255 - my_logger - INFO - 跳过指标 WTI连4合约价格 2024-11-14 10:56:22,137 - my_logger - INFO - 跳过指标 Brent连4合约价格 2024-11-14 10:56:23,903 - my_logger - INFO - 跳过指标 WTI连7合约价格 2024-11-14 10:56:25,252 - my_logger - INFO - 跳过指标 WTI连12合约价格 2024-11-14 10:56:25,600 - my_logger - INFO - 跳过指标 布伦特连24合约价格 2024-11-14 10:56:26,431 - my_logger - INFO - 跳过指标 Brent连6合约价格 2024-11-14 10:56:26,431 - my_logger - INFO - 跳过指标 Brent连12合约价格 2024-11-14 10:56:26,432 - my_logger - INFO - 跳过指标 Brent连9合约 2024-11-14 10:56:26,432 - my_logger - INFO - 跳过指标 brent连3合约 2024-11-14 10:56:26,433 - my_logger - INFO - 跳过指标 Brent连5 2024-11-14 10:56:26,433 - my_logger - INFO - 跳过指标 Brent连10合约 2024-11-14 10:56:26,434 - my_logger - INFO - 跳过指标 Brent连11合约 2024-11-14 10:56:26,434 - my_logger - INFO - 跳过指标 WTI连3合约价格 2024-11-14 10:56:26,435 - my_logger - INFO - 跳过指标 Brent 连7合约价格 2024-11-14 10:56:26,435 - my_logger - INFO - 跳过指标 Brent连8合约价格 2024-11-14 10:56:26,435 - my_logger - INFO - 跳过指标 Brent连13 2024-11-14 10:56:27,112 - my_logger - INFO - 跳过指标 ICE Brent c15 2024-11-14 10:56:27,112 - my_logger - INFO - 跳过指标 ICE Brent c16 2024-11-14 10:56:27,113 - my_logger - INFO - 跳过指标 ICE Brent c17 2024-11-14 10:56:27,113 - my_logger - INFO - 跳过指标 ICE Brent c18 2024-11-14 10:56:27,114 - my_logger - INFO - 跳过指标 ICE Brent c19 2024-11-14 10:56:27,114 - my_logger - INFO - 跳过指标 ICE Brent c20 2024-11-14 10:56:27,409 - my_logger - INFO - 跳过指标 ICE Brent c21 2024-11-14 10:56:27,410 - my_logger - INFO - 跳过指标 ICE Brent c22 2024-11-14 10:56:27,410 - my_logger - INFO - 跳过指标 ICE Brent c23 2024-11-14 10:56:27,411 - my_logger - INFO - 跳过指标 ICE Brent c25 2024-11-14 10:56:27,411 - my_logger - INFO - 跳过指标 ICE Brent c26 2024-11-14 10:56:27,412 - my_logger - INFO - 跳过指标 ICE Brent c27 2024-11-14 10:56:27,412 - my_logger - INFO - 跳过指标 ICE Brent c28 2024-11-14 10:56:27,413 - my_logger - INFO - 跳过指标 ICE Brent c29 2024-11-14 10:56:27,413 - my_logger - INFO - 跳过指标 ICE Brent c30 2024-11-14 10:56:27,413 - my_logger - INFO - 跳过指标 ICE Brent c31 2024-11-14 10:56:27,415 - my_logger - INFO - 跳过指标 ICE Brent c32 2024-11-14 10:56:27,415 - my_logger - INFO - 跳过指标 ICE Brent c33 2024-11-14 10:56:27,416 - my_logger - INFO - 跳过指标 ICE Brent c34 2024-11-14 10:56:27,416 - my_logger - INFO - 跳过指标 ICE Brent c35 2024-11-14 10:56:27,416 - my_logger - INFO - 跳过指标 ICE Brent c36 2024-11-14 10:56:28,507 - my_logger - INFO - 跳过指标 NYMWX WTI c6 2024-11-14 10:56:28,508 - my_logger - INFO - 跳过指标 NYMWX WTI c8 2024-11-14 10:56:28,508 - my_logger - INFO - 跳过指标 NYMWX WTI c9 2024-11-14 10:56:28,509 - my_logger - INFO - 跳过指标 NYMWX WTI c10 2024-11-14 10:56:28,509 - my_logger - INFO - 跳过指标 NYMWX WTI c11 2024-11-14 10:56:28,510 - my_logger - INFO - 跳过指标 NYMWX WTI c13 2024-11-14 10:56:28,510 - my_logger - INFO - 跳过指标 NYMWX WTI c14 2024-11-14 10:56:28,510 - my_logger - INFO - 跳过指标 NYMWX WTI c15 2024-11-14 10:56:28,511 - my_logger - INFO - 跳过指标 NYMWX WTI c16 2024-11-14 10:56:28,511 - my_logger - INFO - 跳过指标 NYMWX WTI c17 2024-11-14 10:56:28,512 - my_logger - INFO - 跳过指标 NYMWX WTI c18 2024-11-14 10:56:28,512 - my_logger - INFO - 跳过指标 NYMWX WTI c19 2024-11-14 10:56:28,513 - my_logger - INFO - 跳过指标 NYMWX WTI c20 2024-11-14 10:56:28,513 - my_logger - INFO - 跳过指标 NYMWX WTI c21 2024-11-14 10:56:28,513 - my_logger - INFO - 跳过指标 NYMWX WTI c22 2024-11-14 10:56:28,514 - my_logger - INFO - 跳过指标 NYMWX WTI c23 2024-11-14 10:56:28,514 - my_logger - INFO - 跳过指标 NYMWX WTI c25 2024-11-14 10:56:28,515 - my_logger - INFO - 跳过指标 NYMWX WTI c26 2024-11-14 10:56:28,515 - my_logger - INFO - 跳过指标 NYMWX WTI c27 2024-11-14 10:56:28,515 - my_logger - INFO - 跳过指标 NYMWX WTI c28 2024-11-14 10:56:28,516 - my_logger - INFO - 跳过指标 NYMWX WTI c29 2024-11-14 10:56:28,516 - my_logger - INFO - 跳过指标 NYMWX WTI c30 2024-11-14 10:56:28,516 - my_logger - INFO - 跳过指标 NYMWX WTI c31 2024-11-14 10:56:28,517 - my_logger - INFO - 跳过指标 NYMWX WTI c32 2024-11-14 10:56:28,517 - my_logger - INFO - 跳过指标 NYMWX WTI c33 2024-11-14 10:56:28,518 - my_logger - INFO - 跳过指标 NYMWX WTI c34 2024-11-14 10:56:28,518 - my_logger - INFO - 跳过指标 NYMWX WTI c35 2024-11-14 10:56:28,519 - my_logger - INFO - 跳过指标 NYMWX WTI c36 2024-11-14 10:56:28,840 - my_logger - INFO - 跳过指标 INE SC c2 2024-11-14 10:56:28,841 - my_logger - INFO - 跳过指标 INE SC c3 2024-11-14 10:56:28,841 - my_logger - INFO - 跳过指标 INE SC c4 2024-11-14 10:56:28,842 - my_logger - INFO - 跳过指标 INE SC c5 2024-11-14 10:56:28,842 - my_logger - INFO - 跳过指标 INE SC c6 2024-11-14 10:56:28,843 - my_logger - INFO - 跳过指标 INE SC c7 2024-11-14 10:56:28,843 - my_logger - INFO - 跳过指标 INE SC c8 2024-11-14 10:56:28,843 - my_logger - INFO - 跳过指标 INE SC c9 2024-11-14 10:56:28,844 - my_logger - INFO - 跳过指标 INE SC c10 2024-11-14 10:56:28,844 - my_logger - INFO - 跳过指标 INE SC c11 2024-11-14 10:56:28,845 - my_logger - INFO - 跳过指标 INE SC c12 2024-11-14 10:56:28,845 - my_logger - INFO - 跳过指标 INE SC c13 2024-11-14 10:56:28,845 - my_logger - INFO - 跳过指标 INE SC c14 2024-11-14 10:56:28,846 - my_logger - INFO - 跳过指标 INE SC c15 2024-11-14 10:56:28,846 - my_logger - INFO - 跳过指标 INE SC c16 2024-11-14 10:56:28,847 - my_logger - INFO - 跳过指标 INE SC c17 2024-11-14 10:56:28,847 - my_logger - INFO - 跳过指标 INE SC c18 2024-11-14 10:56:28,848 - my_logger - INFO - 跳过指标 INE SC c19 2024-11-14 10:56:28,848 - my_logger - INFO - 跳过指标 INE SC c20 2024-11-14 10:56:28,849 - my_logger - INFO - 跳过指标 EFS c1 2024-11-14 10:56:28,849 - my_logger - INFO - 跳过指标 EFS c2 2024-11-14 10:56:28,849 - my_logger - INFO - 跳过指标 EFS c3 2024-11-14 10:56:28,850 - my_logger - INFO - 跳过指标 EFS c4 2024-11-14 10:56:28,850 - my_logger - INFO - 跳过指标 EFS c5 2024-11-14 10:56:28,851 - my_logger - INFO - 跳过指标 EFS c6 2024-11-14 10:56:28,851 - my_logger - INFO - 跳过指标 Dubai Swap c15 2024-11-14 10:56:28,852 - my_logger - INFO - 跳过指标 Dubai Swap c16 2024-11-14 10:56:28,852 - my_logger - INFO - 跳过指标 Dubai Swap c17 2024-11-14 10:56:28,852 - my_logger - INFO - 跳过指标 Dubai Swap c18 2024-11-14 10:56:28,853 - my_logger - INFO - 跳过指标 Dubai Swap c19 2024-11-14 10:56:28,853 - my_logger - INFO - 跳过指标 Dubai Swap c20 2024-11-14 10:56:28,854 - my_logger - INFO - 跳过指标 Dubai Swap c21 2024-11-14 10:56:28,854 - my_logger - INFO - 跳过指标 Dubai Swap c22 2024-11-14 10:56:29,079 - my_logger - INFO - 跳过指标 Oman Swap c2 2024-11-14 10:56:29,080 - my_logger - INFO - 跳过指标 Oman Swap c3 2024-11-14 10:56:29,080 - my_logger - INFO - 跳过指标 Oman Swap c4 2024-11-14 10:56:29,080 - my_logger - INFO - 跳过指标 Oman Swap c5 2024-11-14 10:56:29,080 - my_logger - INFO - 跳过指标 Oman Swap c6 2024-11-14 10:56:29,082 - my_logger - INFO - 跳过指标 Oman Swap c7 2024-11-14 10:56:29,082 - my_logger - INFO - 跳过指标 Oman Swap c8 2024-11-14 10:56:29,083 - my_logger - INFO - 跳过指标 Oman Swap c9 2024-11-14 10:56:29,083 - my_logger - INFO - 跳过指标 Oman Swap c10 2024-11-14 10:56:29,084 - my_logger - INFO - 跳过指标 Oman Swap c11 2024-11-14 10:56:29,084 - my_logger - INFO - 跳过指标 Oman Swap c12 2024-11-14 10:56:29,085 - my_logger - INFO - 跳过指标 Oman Swap c13 2024-11-14 10:56:29,085 - my_logger - INFO - 跳过指标 Oman Swap c14 2024-11-14 10:56:29,086 - my_logger - INFO - 跳过指标 Oman Swap c15 2024-11-14 10:56:29,086 - my_logger - INFO - 跳过指标 Oman Swap c16 2024-11-14 10:56:29,086 - my_logger - INFO - 跳过指标 Oman Swap c17 2024-11-14 10:56:29,087 - my_logger - INFO - 跳过指标 Oman Swap c18 2024-11-14 10:56:29,087 - my_logger - INFO - 跳过指标 Oman Swap c19 2024-11-14 10:56:29,088 - my_logger - INFO - 跳过指标 Oman Swap c20 2024-11-14 10:56:29,088 - my_logger - INFO - 跳过指标 Oman Swap c21 2024-11-14 10:56:29,089 - my_logger - INFO - 跳过指标 Oman Swap c22 2024-11-14 10:56:29,089 - my_logger - INFO - 跳过指标 Oman Swap c23 2024-11-14 10:56:29,090 - my_logger - INFO - 跳过指标 Oman Swap c24 2024-11-14 10:56:29,090 - my_logger - INFO - 跳过指标 Oman Swap c25 2024-11-14 10:56:29,091 - my_logger - INFO - 跳过指标 Oman Swap c26 2024-11-14 10:56:29,091 - my_logger - INFO - 跳过指标 Oman Swap c27 2024-11-14 10:56:29,091 - my_logger - INFO - 跳过指标 Oman Swap c28 2024-11-14 10:56:29,092 - my_logger - INFO - 跳过指标 Oman Swap c29 2024-11-14 10:56:29,092 - my_logger - INFO - 跳过指标 Oman Swap c30 2024-11-14 10:56:29,093 - my_logger - INFO - 跳过指标 Oman Swap c31 2024-11-14 10:56:29,094 - my_logger - INFO - 跳过指标 Oman Swap c32 2024-11-14 10:56:29,094 - my_logger - INFO - 跳过指标 Oman Swap c33 2024-11-14 10:56:29,095 - my_logger - INFO - 跳过指标 Oman Swap c34 2024-11-14 10:56:29,095 - my_logger - INFO - 跳过指标 Oman Swap c35 2024-11-14 10:56:29,096 - my_logger - INFO - 跳过指标 Oman Swap c36 2024-11-14 10:56:29,096 - my_logger - INFO - 跳过指标 Oman Swap c37 2024-11-14 10:56:29,097 - my_logger - INFO - 跳过指标 Oman Swap c38 2024-11-14 10:56:29,702 - my_logger - INFO - 跳过指标 DME Oman c2 2024-11-14 10:56:29,702 - my_logger - INFO - 跳过指标 DME Oman c3 2024-11-14 10:56:29,703 - my_logger - INFO - 跳过指标 DME Oman c4 2024-11-14 10:56:29,703 - my_logger - INFO - 跳过指标 DME Oman c5 2024-11-14 10:56:29,703 - my_logger - INFO - 跳过指标 DME Oman c6 2024-11-14 10:56:29,929 - my_logger - INFO - 跳过指标 Murban Futures c2 2024-11-14 10:56:29,930 - my_logger - INFO - 跳过指标 Murban Futures c3 2024-11-14 10:56:29,930 - my_logger - INFO - 跳过指标 Murban Futures c4 2024-11-14 10:56:29,931 - my_logger - INFO - 跳过指标 Murban Futures c5 2024-11-14 10:56:29,931 - my_logger - INFO - 跳过指标 Murban Futures c6 2024-11-14 10:56:59,974 - my_logger - INFO - 跳过指标 EFS c1-c2 2024-11-14 10:56:59,975 - my_logger - INFO - 跳过指标 TD3C 运费 c1-c2 2024-11-14 10:57:02,950 - my_logger - INFO - 跳过指标 SC c1-c2/7DMA 2024-11-14 10:57:03,111 - my_logger - INFO - 跳过指标 美国柴油裂差-美国汽油裂差 2024-11-14 10:57:04,929 - my_logger - INFO - 跳过指标 Brent c1-c2 (结算) 2024-11-14 10:57:14,028 - my_logger - INFO - 跳过指标 Brent c1-c2 (结算B) 2024-11-14 10:57:14,373 - my_logger - INFO - 跳过指标 WTI c1-c2 (结算B) 2024-11-14 10:57:14,708 - my_logger - INFO - 跳过指标 DME Oman c1 02:30收盘价预估 2024-11-14 10:57:14,709 - my_logger - INFO - 跳过指标 DME Oman c2 02:30收盘价预估 2024-11-14 10:57:15,207 - my_logger - INFO - 跳过指标 EFS c2 15:00收盘价 2024-11-14 10:57:15,364 - my_logger - INFO - 跳过指标 EFS c1 15:00收盘价 2024-11-14 10:57:18,345 - my_logger - INFO - 跳过指标 美国成品车用汽油库存1周环差 2024-11-14 10:57:18,346 - my_logger - INFO - 跳过指标 美国PADD1原油库存1周环差 2024-11-14 10:57:18,346 - my_logger - INFO - 跳过指标 美国PADD3原油库存1周环差 2024-11-14 10:57:18,347 - my_logger - INFO - 跳过指标 美国PADD2原油库存1周环差 2024-11-14 10:57:18,347 - my_logger - INFO - 跳过指标 美国PADD5原油库存1周环差 2024-11-14 10:57:18,348 - my_logger - INFO - 跳过指标 美国PADD4原油库存1周环差 2024-11-14 10:57:20,585 - my_logger - INFO - 跳过指标 库欣原油库存1周环差 2024-11-14 10:57:20,876 - my_logger - INFO - 跳过指标 美国战略储备原油库存1周环差 2024-11-14 10:57:20,877 - my_logger - INFO - 跳过指标 美国商业原油库存1周环差 2024-11-14 10:57:26,259 - my_logger - INFO - 跳过指标 日本:期末库存:炼化制品 2024-11-14 10:57:26,259 - my_logger - INFO - 跳过指标 日本:期末库存:炼化制品:汽油 2024-11-14 10:57:26,260 - my_logger - INFO - 跳过指标 日本:期末库存:炼化制品:柴油 2024-11-14 10:57:26,260 - my_logger - INFO - 跳过指标 日本:期末库存:原油 2024-11-14 10:57:26,261 - my_logger - INFO - 跳过指标 日本:期末库存:炼化制品:航空煤油 2024-11-14 10:57:26,261 - my_logger - INFO - 跳过指标 日本:期末库存:炼化制品:A级燃料油 2024-11-14 10:57:26,262 - my_logger - INFO - 跳过指标 日本:期末库存:炼化制品:C级燃料油 2024-11-14 10:57:26,262 - my_logger - INFO - 跳过指标 日本:期末库存:炼化制品:石脑油 2024-11-14 10:57:26,263 - my_logger - INFO - 跳过指标 日本:期末库存:炼化制品:煤油 2024-11-14 10:57:27,801 - my_logger - INFO - 跳过指标 库存:原油:环比增减 2024-11-14 10:57:27,802 - my_logger - INFO - 跳过指标 库存:原油:环比 2024-11-14 10:57:27,802 - my_logger - INFO - 跳过指标 库存:原油:同比 2024-11-14 10:57:27,803 - my_logger - INFO - 跳过指标 库欣地区:库存:原油:API:环比增减 2024-11-14 10:57:47,786 - my_logger - INFO - 跳过指标 中东原油成本+运费 2024-11-14 10:57:49,917 - my_logger - INFO - 跳过指标 Brent原油现货价格/8DMA 2024-11-14 10:57:49,918 - my_logger - INFO - 跳过指标 现货价:原油:英国布伦特Dtd/8DMA 2024-11-14 10:58:19,707 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/Brent 连2-连3 2024-11-14 10:58:19,708 - my_logger - INFO - 跳过指标 BrentC1-C21日环差 2024-11-14 10:58:33,669 - my_logger - INFO - 跳过指标 OMAN原油中质远期现货DES价30DMA 2024-11-14 10:58:35,940 - my_logger - INFO - 跳过指标 VLCC原油运价（中东至日本） 2024-11-14 10:58:42,687 - my_logger - INFO - 跳过指标 中东-中国原油运费 2024-11-14 10:58:47,927 - my_logger - INFO - 跳过指标 波斯湾到中国VLCC原油运费（美元/天） 2024-11-14 10:58:47,927 - my_logger - INFO - 跳过指标 波斯湾到新加坡VLCC油轮运费 2024-11-14 10:58:50,928 - my_logger - INFO - 跳过指标 原油波动率 2024-11-14 10:59:06,360 - my_logger - INFO - 跳过指标 原油ETF波动率指数 2024-11-14 10:59:16,459 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/DFL 2024-11-14 10:59:17,428 - my_logger - INFO - 跳过指标 SC c3-阿曼到岸入罐成本/7DMA 2024-11-14 10:59:33,350 - my_logger - INFO - 跳过指标 美国汽油净进口（周度）1周环差 2024-11-14 10:59:33,928 - my_logger - INFO - 跳过指标 美国代表性页岩油公司股价 2024-11-14 10:59:34,257 - my_logger - INFO - 跳过指标 美国国内周度原油产量1周环差 2024-11-14 10:59:34,258 - my_logger - INFO - 跳过指标 EIA周度NGL产量同比 2024-11-14 10:59:34,258 - my_logger - INFO - 跳过指标 美国原油活跃钻机数同比 2024-11-14 10:59:34,422 - my_logger - INFO - 跳过指标 原油：主营炼厂：产能利用率：中国（周）日度变频 2024-11-14 10:59:34,765 - my_logger - INFO - 跳过指标 美国原油周度调整项/4WMA 2024-11-14 10:59:34,766 - my_logger - INFO - 跳过指标 美国FCC装置检修量 2024-11-14 10:59:34,766 - my_logger - INFO - 跳过指标 美国VDU装置检修量 2024-11-14 10:59:35,079 - my_logger - INFO - 跳过指标 美国炼厂CDU装置检修量 2024-11-14 10:59:35,080 - my_logger - INFO - 跳过指标 美国炼厂部分装置检修量 2024-11-14 10:59:35,250 - my_logger - INFO - 跳过指标 俄罗斯CDU装置检修量 2024-11-14 10:59:35,557 - my_logger - INFO - 跳过指标 法国CDU检修量 2024-11-14 10:59:35,558 - my_logger - INFO - 跳过指标 法国CDU检修量/7DMA 2024-11-14 10:59:35,559 - my_logger - INFO - 跳过指标 法国CDU检修量超季节性/5年 2024-11-14 10:59:35,777 - my_logger - INFO - 跳过指标 美国FCC装置检修量超季节性/3年 2024-11-14 10:59:35,778 - my_logger - INFO - 跳过指标 西北欧FCC装置检修量 2024-11-14 10:59:35,779 - my_logger - INFO - 跳过指标 西北欧FCC装置检修量/7DMA 2024-11-14 10:59:35,779 - my_logger - INFO - 跳过指标 西北欧加氢裂化装置检修量 2024-11-14 10:59:35,780 - my_logger - INFO - 跳过指标 西北欧加氢裂化装置检修量/7DMA 2024-11-14 10:59:35,780 - my_logger - INFO - 跳过指标 美国FCC装置检修量/7DMA 2024-11-14 10:59:35,781 - my_logger - INFO - 跳过指标 美国炼厂CDU装置检修量超季节性/3年 2024-11-14 10:59:35,781 - my_logger - INFO - 跳过指标 中国CDU检修量 2024-11-14 10:59:36,323 - my_logger - INFO - 跳过指标 全球加氢装置检修（千桶/日） 2024-11-14 10:59:36,323 - my_logger - INFO - 跳过指标 全球重整装置检修（千桶/日） 2024-11-14 10:59:36,323 - my_logger - INFO - 跳过指标 全球CDU装置检修（千桶/日） 2024-11-14 10:59:37,659 - my_logger - INFO - 跳过指标 西北欧CDU装置检修量 2024-11-14 10:59:37,660 - my_logger - INFO - 跳过指标 地中海国家CDU装置检修量 2024-11-14 10:59:37,660 - my_logger - INFO - 跳过指标 东欧CDU装置检修量 2024-11-14 10:59:37,661 - my_logger - INFO - 跳过指标 欧洲CDU装置检修量 2024-11-14 10:59:43,514 - my_logger - INFO - 跳过指标 美国原油活跃钻机数1周环差 2024-11-14 10:59:45,086 - my_logger - INFO - 跳过指标 页岩油公司EOG 股价 2024-11-14 10:59:45,086 - my_logger - INFO - 跳过指标 康菲石油公司股价 2024-11-14 10:59:45,087 - my_logger - INFO - 跳过指标 Pioneer公司股价 2024-11-14 10:59:45,087 - my_logger - INFO - 跳过指标 HESS公司股价 2024-11-14 10:59:45,088 - my_logger - INFO - 跳过指标 西方石油公司股价 2024-11-14 10:59:45,088 - my_logger - INFO - 跳过指标 Coterra公司股价 2024-11-14 10:59:45,089 - my_logger - INFO - 跳过指标 Concho Resources 公司股价 2024-11-14 10:59:45,089 - my_logger - INFO - 跳过指标 Black Stone Minerals LP股价 2024-11-14 10:59:45,089 - my_logger - INFO - 跳过指标 Continental Resources Inc股价 2024-11-14 10:59:45,090 - my_logger - INFO - 跳过指标 Diamondback Energy Inc股价 2024-11-14 10:59:46,758 - my_logger - INFO - 跳过指标 美国:产量:原油:环比增减 2024-11-14 10:59:46,759 - my_logger - INFO - 跳过指标 美国:产量:原油:环比 2024-11-14 10:59:46,759 - my_logger - INFO - 跳过指标 美国:产量:原油:同比 2024-11-14 10:59:47,584 - my_logger - INFO - 跳过指标 车用汽油混合组分净投入量四周均值 2024-11-14 10:59:49,201 - my_logger - INFO - 跳过指标 戴文能源股价 2024-11-14 10:59:50,977 - my_logger - INFO - 跳过指标 亚洲主要国家4周平均原油海运进口合计 2024-11-14 10:59:50,977 - my_logger - INFO - 跳过指标 DOE-航煤净进口1周环差 2024-11-14 10:59:50,978 - my_logger - INFO - 跳过指标 DOE-美国馏分燃料油净进口1周环差 2024-11-14 10:59:50,978 - my_logger - INFO - 跳过指标 DOE-美国汽油净进口1周环差 2024-11-14 10:59:50,979 - my_logger - INFO - 跳过指标 美国原油周度净进口1周环差 2024-11-14 10:59:52,884 - my_logger - INFO - 跳过指标 美国原油总出口4周平均 2024-11-14 10:59:54,271 - my_logger - INFO - 跳过指标 中东至中国原油运费 2024-11-14 10:59:56,391 - my_logger - INFO - 跳过指标 DoC4周平均原油海运出口 2024-11-14 10:59:56,391 - my_logger - INFO - 跳过指标 FSU-阿塞拜疆4周平均原油海运出口 2024-11-14 10:59:56,392 - my_logger - INFO - 跳过指标 FSU-俄罗斯4周平均原油海运出口 2024-11-14 10:59:56,392 - my_logger - INFO - 跳过指标 FSU-哈萨克斯坦4周平均原油海运出口 2024-11-14 10:59:56,393 - my_logger - INFO - 跳过指标 FSU-土库曼斯坦4周平均原油海运出口 2024-11-14 10:59:56,393 - my_logger - INFO - 跳过指标 Non-OPEC DoC4周平均原油海运出口 2024-11-14 10:59:56,394 - my_logger - INFO - 跳过指标 OPEC4周平均原油海运出口 2024-11-14 10:59:56,394 - my_logger - INFO - 跳过指标 OPEC豁免国4周平均原油海运出口 2024-11-14 10:59:56,395 - my_logger - INFO - 跳过指标 OPEC减产国4周平均原油海运出口 2024-11-14 10:59:56,395 - my_logger - INFO - 跳过指标 北非-阿尔及利亚4周平均原油海运出口 2024-11-14 10:59:56,395 - my_logger - INFO - 跳过指标 北非-埃及4周平均原油海运出口 2024-11-14 10:59:56,396 - my_logger - INFO - 跳过指标 北非-利比亚4周平均原油海运出口 2024-11-14 10:59:56,396 - my_logger - INFO - 跳过指标 北非-苏丹4周平均原油海运出口 2024-11-14 10:59:56,396 - my_logger - INFO - 跳过指标 北美-加拿大4周平均原油海运出口 2024-11-14 10:59:56,397 - my_logger - INFO - 跳过指标 北美-美国4周平均原油海运出口 2024-11-14 10:59:56,397 - my_logger - INFO - 跳过指标 拉美-阿根廷4周平均原油海运出口 2024-11-14 10:59:56,398 - my_logger - INFO - 跳过指标 拉美-巴拿马4周平均原油海运出口 2024-11-14 10:59:56,398 - my_logger - INFO - 跳过指标 拉美-巴西4周平均原油海运出口 2024-11-14 10:59:56,398 - my_logger - INFO - 跳过指标 拉美-多巴哥岛4周平均原油海运出口 2024-11-14 10:59:56,399 - my_logger - INFO - 跳过指标 拉美-厄瓜多尔4周平均原油海运出口 2024-11-14 10:59:56,399 - my_logger - INFO - 跳过指标 拉美-哥伦比亚4周平均原油海运出口 2024-11-14 10:59:56,400 - my_logger - INFO - 跳过指标 拉美-圭亚那4周平均原油海运出口 2024-11-14 10:59:56,400 - my_logger - INFO - 跳过指标 拉美-墨西哥4周平均原油海运出口 2024-11-14 10:59:56,401 - my_logger - INFO - 跳过指标 拉美-委内瑞拉4周平均原油海运出口 2024-11-14 10:59:56,401 - my_logger - INFO - 跳过指标 欧洲-挪威4周平均原油海运出口 2024-11-14 10:59:56,402 - my_logger - INFO - 跳过指标 欧洲-英国4周平均原油海运出口 2024-11-14 10:59:56,403 - my_logger - INFO - 跳过指标 西非-安哥拉4周平均原油海运出口 2024-11-14 10:59:56,403 - my_logger - INFO - 跳过指标 西非-几内亚4周平均原油海运出口 2024-11-14 10:59:56,404 - my_logger - INFO - 跳过指标 西非-加纳4周平均原油海运出口 2024-11-14 10:59:56,404 - my_logger - INFO - 跳过指标 西非-尼日利亚4周平均原油海运出口 2024-11-14 10:59:56,405 - my_logger - INFO - 跳过指标 亚太-澳大利亚4周平均原油海运出口 2024-11-14 10:59:56,405 - my_logger - INFO - 跳过指标 亚太-马来西亚4周平均原油海运出口 2024-11-14 10:59:56,406 - my_logger - INFO - 跳过指标 亚太-文莱4周平均原油海运出口 2024-11-14 10:59:56,406 - my_logger - INFO - 跳过指标 亚太-印尼4周平均原油海运出口 2024-11-14 10:59:56,406 - my_logger - INFO - 跳过指标 中东-阿联酋4周平均原油海运出口 2024-11-14 10:59:56,406 - my_logger - INFO - 跳过指标 中东-阿曼4周平均原油海运出口 2024-11-14 10:59:56,407 - my_logger - INFO - 跳过指标 中东-巴林4周平均原油海运出口 2024-11-14 10:59:56,407 - my_logger - INFO - 跳过指标 中东-卡塔尔4周平均原油海运出口 2024-11-14 10:59:56,408 - my_logger - INFO - 跳过指标 中东-科威特4周平均原油海运出口 2024-11-14 10:59:56,408 - my_logger - INFO - 跳过指标 中东-沙特4周平均原油海运出口 2024-11-14 10:59:56,409 - my_logger - INFO - 跳过指标 中东-也门4周平均原油海运出口 2024-11-14 10:59:56,409 - my_logger - INFO - 跳过指标 中东-伊拉克4周平均原油海运出口 2024-11-14 10:59:56,409 - my_logger - INFO - 跳过指标 中东-伊朗4周平均原油海运出口 2024-11-14 10:59:56,410 - my_logger - INFO - 跳过指标 中西非-刚果布4周平均原油海运出口 2024-11-14 10:59:56,410 - my_logger - INFO - 跳过指标 中西非-加蓬4周平均原油海运出口 2024-11-14 10:59:56,411 - my_logger - INFO - 跳过指标 中西非-喀麦隆4周平均原油海运出口 2024-11-14 10:59:56,411 - my_logger - INFO - 跳过指标 中国4周平均原油海运进口 2024-11-14 10:59:56,412 - my_logger - INFO - 跳过指标 印度4周平均原油海运进口 2024-11-14 10:59:56,412 - my_logger - INFO - 跳过指标 韩国4周平均原油海运进口 2024-11-14 10:59:56,413 - my_logger - INFO - 跳过指标 日本4周平均原油海运进口 2024-11-14 10:59:56,413 - my_logger - INFO - 跳过指标 新加坡4周平均原油海运进口 2024-11-14 10:59:56,414 - my_logger - INFO - 跳过指标 泰国4周平均原油海运进口 2024-11-14 10:59:56,414 - my_logger - INFO - 跳过指标 中国台湾4周平均原油海运进口 2024-11-14 10:59:56,415 - my_logger - INFO - 跳过指标 马来西亚4周平均原油海运进口 2024-11-14 10:59:56,415 - my_logger - INFO - 跳过指标 印尼4周平均原油海运进口 2024-11-14 10:59:56,416 - my_logger - INFO - 跳过指标 缅甸4周平均原油海运进口 2024-11-14 10:59:56,416 - my_logger - INFO - 跳过指标 越南4周平均原油海运进口 2024-11-14 10:59:56,416 - my_logger - INFO - 跳过指标 巴基斯坦4周平均原油海运进口 2024-11-14 10:59:56,418 - my_logger - INFO - 跳过指标 美国4周平均原油海运进口 2024-11-14 10:59:56,418 - my_logger - INFO - 跳过指标 加拿大4周平均原油海运进口 2024-11-14 10:59:56,419 - my_logger - INFO - 跳过指标 巴拿马4周平均原油海运进口 2024-11-14 10:59:56,419 - my_logger - INFO - 跳过指标 巴西4周平均原油海运进口 2024-11-14 10:59:56,420 - my_logger - INFO - 跳过指标 智利4周平均原油海运进口 2024-11-14 10:59:56,420 - my_logger - INFO - 跳过指标 意大利4周平均原油海运进口 2024-11-14 10:59:56,420 - my_logger - INFO - 跳过指标 荷兰4周平均原油海运进口 2024-11-14 10:59:56,421 - my_logger - INFO - 跳过指标 西班牙4周平均原油海运进口 2024-11-14 10:59:56,421 - my_logger - INFO - 跳过指标 法国4周平均原油海运进口 2024-11-14 10:59:56,422 - my_logger - INFO - 跳过指标 英国4周平均原油海运进口 2024-11-14 10:59:56,422 - my_logger - INFO - 跳过指标 希腊4周平均原油海运进口 2024-11-14 10:59:56,423 - my_logger - INFO - 跳过指标 德国4周平均原油海运进口 2024-11-14 10:59:56,423 - my_logger - INFO - 跳过指标 波兰4周平均原油海运进口 2024-11-14 10:59:56,424 - my_logger - INFO - 跳过指标 瑞典4周平均原油海运进口 2024-11-14 10:59:56,424 - my_logger - INFO - 跳过指标 葡萄牙4周平均原油海运进口 2024-11-14 10:59:56,425 - my_logger - INFO - 跳过指标 芬兰4周平均原油海运进口 2024-11-14 10:59:56,425 - my_logger - INFO - 跳过指标 立陶宛4周平均原油海运进口 2024-11-14 10:59:56,426 - my_logger - INFO - 跳过指标 罗马尼亚4周平均原油海运进口 2024-11-14 10:59:56,426 - my_logger - INFO - 跳过指标 埃及4周平均原油海运进口 2024-11-14 10:59:56,426 - my_logger - INFO - 跳过指标 土耳其4周平均原油海运进口 2024-11-14 10:59:56,427 - my_logger - INFO - 跳过指标 南非4周平均原油海运进口 2024-11-14 10:59:56,427 - my_logger - INFO - 跳过指标 以色列4周平均原油海运进口 2024-11-14 10:59:56,428 - my_logger - INFO - 跳过指标 阿联酋4周平均原油海运进口 2024-11-14 10:59:56,428 - my_logger - INFO - 跳过指标 澳大利亚4周平均原油海运进口 2024-11-14 10:59:56,783 - my_logger - INFO - 跳过指标 美国原油4周平均出口 2024-11-14 11:00:12,756 - my_logger - INFO - 跳过指标 日本周度原油海运进口 2024-11-14 11:00:15,121 - my_logger - INFO - 跳过指标 中东-阿联酋周度原油海运出口/4WMA 2024-11-14 11:00:15,122 - my_logger - INFO - 跳过指标 中东-伊朗周度原油海运出口/4WMA 2024-11-14 11:00:15,122 - my_logger - INFO - 跳过指标 中东-卡塔尔周度原油海运出口/4WMA 2024-11-14 11:00:15,122 - my_logger - INFO - 跳过指标 航空燃料油4周平均净进口 2024-11-14 11:00:15,123 - my_logger - INFO - 跳过指标 航空燃料油4周平均出口 2024-11-14 11:00:15,123 - my_logger - INFO - 跳过指标 航空燃料油4周平均进口 2024-11-14 11:00:16,307 - my_logger - INFO - 跳过指标 柴油4周平均净进口 2024-11-14 11:00:16,307 - my_logger - INFO - 跳过指标 柴油4周平均出口 2024-11-14 11:00:16,308 - my_logger - INFO - 跳过指标 柴油4周平均进口 2024-11-14 11:00:17,514 - my_logger - INFO - 跳过指标 汽油4周平均净进口 2024-11-14 11:00:17,515 - my_logger - INFO - 跳过指标 汽油4周平均出口 2024-11-14 11:00:17,516 - my_logger - INFO - 跳过指标 汽油4周平均进口 2024-11-14 11:00:18,791 - my_logger - INFO - 跳过指标 原油4周平均净进口 2024-11-14 11:00:18,792 - my_logger - INFO - 跳过指标 原油4周平均进口 2024-11-14 11:00:20,023 - my_logger - INFO - 跳过指标 成品油4周平均净进口 2024-11-14 11:00:20,024 - my_logger - INFO - 跳过指标 成品油4周平均出口 2024-11-14 11:00:20,024 - my_logger - INFO - 跳过指标 成品油4周平均进口 2024-11-14 11:00:21,215 - my_logger - INFO - 跳过指标 原油和成品油4周平均净进口 2024-11-14 11:00:21,216 - my_logger - INFO - 跳过指标 原油和成品油4周平均出口 2024-11-14 11:00:21,216 - my_logger - INFO - 跳过指标 原油和成品油4周平均进口 2024-11-14 11:00:22,564 - my_logger - INFO - 跳过指标 Kpler-OPEC中东原油海运出口/4WMA 2024-11-14 11:00:22,564 - my_logger - INFO - 跳过指标 美国原油海运出口/4WMA 2024-11-14 11:00:22,565 - my_logger - INFO - 跳过指标 iraq/4WMA 2024-11-14 11:00:22,565 - my_logger - INFO - 跳过指标 Venezuela/4WMA 2024-11-14 11:00:22,566 - my_logger - INFO - 跳过指标 Kpler-沙特原油出口/4WMA 2024-11-14 11:00:22,566 - my_logger - INFO - 跳过指标 Kpler-OPEC原油海运出口/4WMA 2024-11-14 11:00:22,567 - my_logger - INFO - 跳过指标 Kpler-OPEC+原油海运出口/4WMA 2024-11-14 11:00:30,211 - my_logger - INFO - 跳过指标 欧洲原油海运进口/4WMA 2024-11-14 11:00:30,212 - my_logger - INFO - 跳过指标 日本原油海运进口 2024-11-14 11:00:31,115 - my_logger - INFO - 跳过指标 美国汽油库存超季节性3年百分比 2024-11-14 11:00:31,116 - my_logger - INFO - 跳过指标 SCvsBrent 2024-11-14 11:00:31,116 - my_logger - INFO - 跳过指标 WTI连1合约价格与美国汽油裂解价差(领先17天)60天滚动相关性 2024-11-14 11:00:31,117 - my_logger - INFO - 跳过指标 美国汽油裂解价差拟合残差/NYMEX RBOB汽油与美国汽油裂解价差(领先18天)90天滚动相关性 2024-11-14 11:00:31,117 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/美元指数与Brent连1合约价格2周滚动相关性 2024-11-14 11:00:31,118 - my_logger - INFO - 跳过指标 美国原油库存与汽油库存比值 2024-11-14 11:00:31,118 - my_logger - INFO - 跳过指标 山东独立炼厂综合炼油利润与Brent连1合约价格(领先4天)60天滚动相关性 2024-11-14 11:00:31,118 - my_logger - INFO - 跳过指标 Brent c1/Comex铜 c1 2024-11-14 11:00:31,119 - my_logger - INFO - 跳过指标 美国炼厂原油输入量1周环差*-1 2024-11-14 11:00:31,119 - my_logger - INFO - 跳过指标 地缘政治风险指数/30DMA 2024-11-14 11:00:31,120 - my_logger - INFO - 跳过指标 地缘政治风险指数/14DMA 2024-11-14 11:00:31,120 - my_logger - INFO - 跳过指标 地缘政治风险指数/7DMA 2024-11-14 11:00:31,121 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/GPRD_MA30 2024-11-14 11:00:31,121 - my_logger - INFO - 跳过指标 WTI连1合约价格拟合残差/WTI连1-连4 2024-11-14 11:00:31,121 - my_logger - INFO - 跳过指标 美国RBOB/CBOB库存比 2024-11-14 11:00:31,122 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/美元指数 2024-11-14 11:00:31,122 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/Brent连1-连2月差 2024-11-14 11:00:31,123 - my_logger - INFO - 跳过指标 GPRD_MA30 2024-11-14 11:00:31,123 - my_logger - INFO - 跳过指标 GPRD_MA7 2024-11-14 11:00:31,124 - my_logger - INFO - 跳过指标 GPRD 2024-11-14 11:00:31,124 - my_logger - INFO - 跳过指标 地缘政治风险指数 2024-11-14 11:00:31,125 - my_logger - INFO - 跳过指标 Brent连1合约价格与Brent连1合约价格拟合残差/BRENT 211裂解价差150天滚动相关性 2024-11-14 11:00:31,125 - my_logger - INFO - 跳过指标 Brent连1合约价格与Brent连1合约价格拟合残差/DFL150天滚动相关性 2024-11-14 11:00:31,125 - my_logger - INFO - 跳过指标 库欣/商业原油库存-美国 2024-11-14 11:00:31,205 - my_logger - INFO - 跳过指标 印度成品油海运进口/4WMA 2024-11-14 11:00:31,206 - my_logger - INFO - 跳过指标 中国成品油海运进口/4WMA 2024-11-14 11:00:31,206 - my_logger - INFO - 跳过指标 欧洲成品油海运进口/4WMA 2024-11-14 11:00:33,746 - my_logger - INFO - 跳过指标 美国柴油海运出口/4WMA 2024-11-14 11:00:35,393 - my_logger - INFO - 跳过指标 美国纳斯达克综合指数 2024-11-14 11:00:35,394 - my_logger - INFO - 跳过指标 美国标普500指数 2024-11-14 11:00:35,394 - my_logger - INFO - 跳过指标 美国道琼斯工业平均指数 2024-11-14 11:00:52,158 - my_logger - INFO - ['ovx index', 'dxy curncy', 'C2403128043', 'C2403150124', 'FVHCM1 INDEX', 'doedtprd index', 'CFFDQMMN INDEX', 'C2403083739', 'C2404167878', 'lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404167855'] 2024-11-14 11:00:52,159 - my_logger - INFO - ovx index 2024-11-14 11:00:52,748 - my_logger - INFO - dxy curncy 2024-11-14 11:00:53,543 - my_logger - INFO - C2403128043 2024-11-14 11:00:54,394 - my_logger - INFO - C2403150124 2024-11-14 11:00:55,379 - my_logger - INFO - FVHCM1 INDEX 2024-11-14 11:00:55,912 - my_logger - INFO - doedtprd index 2024-11-14 11:00:56,234 - my_logger - INFO - CFFDQMMN INDEX 2024-11-14 11:00:56,540 - my_logger - INFO - C2403083739 2024-11-14 11:00:56,833 - my_logger - INFO - C2404167878 2024-11-14 11:00:57,140 - my_logger - INFO - lmcads03 lme comdty 2024-11-14 11:00:57,702 - my_logger - INFO - GC1 COMB Comdty 2024-11-14 11:00:58,584 - my_logger - INFO - C2404167855 2024-11-14 11:00:59,555 - my_logger - INFO - date 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 美国:炼油厂的投入与使用情况:开工率:当周值 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 ... C2404167878 lmcads03 lme comdty GC1 COMB Comdty C2404167855 9144 2024-11-14 NaN NaN NaN ... NaN NaN NaN NaN 4019 2024-11-13 NaN NaN NaN ... NaN NaN 2587.4 37.7778 9145 2024-11-12 NaN NaN NaN ... NaN 9142.0 2606.3 38.2604 9146 2024-11-11 NaN NaN NaN ... NaN 9331.5 2617.7 38.4730 10984 2024-11-10 NaN NaN NaN ... NaN NaN NaN NaN [5 rows x 930 columns] 2024-11-14 11:03:43,321 - my_logger - INFO - 删除两月不更新特征前数据量：(2510, 930) 2024-11-14 11:03:44,661 - my_logger - INFO - 删除两月不更新特征后数据量：(2510, 635) 2024-11-14 11:03:44,666 - my_logger - INFO - 删除预测列为空值的行后数据量：(1776, 635) 2024-11-14 11:03:44,671 - my_logger - INFO - 删除全为空值的列后数据量：(1776, 557) 2024-11-14 11:03:49,656 - my_logger - INFO - Libya列数据为空 2024-11-14 11:03:49,658 - my_logger - INFO - Malaysia列数据为空 2024-11-14 11:03:50,055 - my_logger - INFO - 日度(357) 周度(197) 0 西北欧炼厂加工Brent原油CDU利润 EIA美国油品需求 1 美墨湾炼厂加工WTI原油CDU利润 中国汽柴油表需 2 新加坡炼厂加工Dubai原油CDU利润 DOE-美国汽油产量超季节性/3年 3 西北欧炼厂加工Brent原油CDU利润 M2 美国汽油表需（周度） 4 美墨湾炼厂加工WTI原油CDU利润 M2 美国汽油产量（周度） .. ... ... 352 C2403150124 353 FVHCM1 INDEX 354 lmcads03 lme comdty 355 GC1 COMB Comdty 356 C2404167855 [357 rows x 2 columns] 2024-11-14 11:03:50,066 - my_logger - INFO - 特征信息：总共有554个,日度(357),周度(197), 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： 2024-11-14 11:03:50,067 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-14 11:03:51,822 - my_logger - INFO - 开始训练模型... 2024-11-14 11:03:51,840 - my_logger - INFO - Training set head: 2024-11-14 11:03:51,841 - my_logger - INFO - ds EIA美国油品需求 中国汽柴油表需 DOE-美国汽油产量超季节性/3年 ... is_quarter_end is_year_start is_year_end unique_id 1898 2018-01-02 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 4210 2018-01-03 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 4608 2018-01-04 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 336 2018-01-05 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 4783 2018-01-08 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 [5 rows x 572 columns] 2024-11-14 11:03:52,087 - my_logger - INFO - Testing set head: 2024-11-14 11:03:52,088 - my_logger - INFO - ds EIA美国油品需求 中国汽柴油表需 DOE-美国汽油产量超季节性/3年 ... is_quarter_end is_year_start is_year_end unique_id 1827 2019-05-21 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 4142 2019-05-22 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 4544 2019-05-23 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 264 2019-05-24 38186.0 732.4702 -343.0476 ... 0.0 0.0 0.0 1 9337 2019-05-27 38186.0 732.4702 -343.0476 ... 0.0 0.0 0.0 1 [5 rows x 572 columns] 2024-11-14 11:12:15,203 - my_logger - INFO - 模型训练完成 2024-11-14 11:12:15,206 - my_logger - INFO - 训练数据绘图ing 2024-11-14 11:12:19,647 - my_logger - INFO - 训练数据绘图end 2024-11-14 11:12:19,648 - my_logger - INFO - 制作报告ing 2024-11-14 11:12:20,064 - my_logger - INFO - 开始绘制Kpler数据--原油出口类指标的相关性直方图 2024-11-14 11:12:20,677 - my_logger - INFO - Kpler数据--原油出口类指标的相关性总和为：1.231137055459449 2024-11-14 11:12:20,679 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 2024-11-14 11:12:22,602 - my_logger - INFO - 价格类指标的相关性总和为：100.76509998688613 2024-11-14 11:12:22,603 - my_logger - INFO - 开始绘制供应类指标的相关性直方图 2024-11-14 11:12:24,451 - my_logger - INFO - 供应类指标的相关性总和为：14.336133603686944 2024-11-14 11:12:24,452 - my_logger - INFO - 开始绘制供应给类指标的相关性直方图 2024-11-14 11:12:24,802 - my_logger - INFO - 供应给类指标的相关性总和为：1.5495305845896605 2024-11-14 11:12:24,804 - my_logger - INFO - 开始绘制其他类指标的相关性直方图 2024-11-14 11:12:26,576 - my_logger - INFO - 其他类指标的相关性总和为：6.888578416365008 2024-11-14 11:12:26,578 - my_logger - INFO - 开始绘制宏观类指标的相关性直方图 2024-11-14 11:12:27,098 - my_logger - INFO - 宏观类指标的相关性总和为：2.6091980622481152 2024-11-14 11:12:27,099 - my_logger - INFO - 开始绘制库存类指标的相关性直方图 2024-11-14 11:12:29,001 - my_logger - INFO - 库存类指标的相关性总和为：39.76207235887309 2024-11-14 11:12:29,002 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图 2024-11-14 11:12:30,887 - my_logger - INFO - 期货市场类指标的相关性总和为：77.27719973218974 2024-11-14 11:12:30,888 - my_logger - INFO - 开始绘制西北欧市场类指标的相关性直方图 2024-11-14 11:12:32,416 - my_logger - INFO - 西北欧市场类指标的相关性总和为：5.942965217511234 2024-11-14 11:12:32,417 - my_logger - INFO - 开始绘制运输类指标的相关性直方图 2024-11-14 11:12:32,751 - my_logger - INFO - 运输类指标的相关性总和为：1.0255110691438054 2024-11-14 11:12:32,753 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图 2024-11-14 11:12:34,663 - my_logger - INFO - 进出口类指标的相关性总和为：12.341670785525038 2024-11-14 11:12:34,664 - my_logger - INFO - 开始绘制需求类指标的相关性直方图 2024-11-14 11:12:36,531 - my_logger - INFO - 需求类指标的相关性总和为：15.127459813944455 2024-11-14 11:12:36,533 - my_logger - INFO - 开始绘制相关性总和的气泡图 2024-11-14 11:12:36,980 - my_logger - INFO - 绘制相关性总和的气泡图结束 2024-11-14 11:12:41,242 - my_logger - INFO - 制作报告end 2024-11-14 11:12:41,243 - my_logger - INFO - 模型训练完成 2024-11-14 13:10:28,769 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 13:10:28,770 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 13:14:24,862 - my_logger - INFO - 删除两月不更新特征前数据量：(2510, 930) 2024-11-14 13:14:27,049 - my_logger - INFO - 删除两月不更新特征后数据量：(2510, 635) 2024-11-14 13:14:27,056 - my_logger - INFO - 删除预测列为空值的行后数据量：(1776, 635) 2024-11-14 13:14:27,063 - my_logger - INFO - 删除全为空值的列后数据量：(1776, 557) 2024-11-14 13:27:43,175 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 13:27:43,176 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 13:34:27,891 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 13:34:27,893 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 13:35:34,470 - my_logger - INFO - 删除两月不更新特征前数据量：(2510, 202) 2024-11-14 13:35:34,943 - my_logger - INFO - 删除两月不更新特征后数据量：(2510, 103) 2024-11-14 13:35:34,946 - my_logger - INFO - 删除预测列为空值的行后数据量：(1776, 103) 2024-11-14 13:35:34,948 - my_logger - INFO - 删除全为空值的列后数据量：(1776, 103) 2024-11-14 13:35:37,679 - my_logger - INFO - 日度(67) 周度(35) 0 西北欧炼厂加工Brent原油CDU利润 EIA美国油品需求 1 美墨湾炼厂加工WTI原油CDU利润 中国汽柴油表需 2 新加坡炼厂加工Dubai原油CDU利润 DOE-美国汽油产量超季节性/3年 3 西北欧炼厂加工Brent原油CDU利润 M2 美国汽油表需（周度） 4 美墨湾炼厂加工WTI原油CDU利润 M2 美国汽油产量（周度） .. ... ... 62 期货结算价(活跃合约):INE原油 63 BU-SC（活跃合约） 64 IPE布油期货结算价 65 WTI活跃合约 66 y [67 rows x 2 columns] 2024-11-14 13:35:37,705 - my_logger - INFO - 特征信息：总共有100个,日度(67),周度(35), 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： 2024-11-14 13:35:37,707 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-14 13:35:38,604 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', y = '72.53' WHERE ds = '2024-11-13 00:00:00' 2024-11-14 13:35:38,607 - my_logger - INFO - 开始训练模型... 2024-11-14 13:35:38,628 - my_logger - INFO - Training set head: 2024-11-14 13:35:38,628 - my_logger - INFO - ds EIA美国油品需求 中国汽柴油表需 DOE-美国汽油产量超季节性/3年 ... is_quarter_end is_year_start is_year_end unique_id 2508 2018-01-02 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 2507 2018-01-03 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 2506 2018-01-04 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 2505 2018-01-05 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 2502 2018-01-08 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 [5 rows x 118 columns] 2024-11-14 13:35:39,166 - my_logger - INFO - Testing set head: 2024-11-14 13:35:39,167 - my_logger - INFO - ds EIA美国油品需求 中国汽柴油表需 DOE-美国汽油产量超季节性/3年 ... is_quarter_end is_year_start is_year_end unique_id 2004 2019-05-21 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 2003 2019-05-22 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 2002 2019-05-23 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 2001 2019-05-24 38186.0 732.4702 -343.0476 ... 0.0 0.0 0.0 1 1998 2019-05-27 38186.0 732.4702 -343.0476 ... 0.0 0.0 0.0 1 [5 rows x 118 columns] 2024-11-14 13:40:47,293 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 13:40:47,295 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 13:41:54,486 - my_logger - INFO - 删除两月不更新特征前数据量：(2510, 202) 2024-11-14 13:41:54,959 - my_logger - INFO - 删除两月不更新特征后数据量：(2510, 103) 2024-11-14 13:41:54,962 - my_logger - INFO - 删除预测列为空值的行后数据量：(1776, 103) 2024-11-14 13:41:54,964 - my_logger - INFO - 删除全为空值的列后数据量：(1776, 103) 2024-11-14 13:41:57,709 - my_logger - INFO - 日度(67) 周度(35) 0 西北欧炼厂加工Brent原油CDU利润 EIA美国油品需求 1 美墨湾炼厂加工WTI原油CDU利润 中国汽柴油表需 2 新加坡炼厂加工Dubai原油CDU利润 DOE-美国汽油产量超季节性/3年 3 西北欧炼厂加工Brent原油CDU利润 M2 美国汽油表需（周度） 4 美墨湾炼厂加工WTI原油CDU利润 M2 美国汽油产量（周度） .. ... ... 62 期货结算价(活跃合约):INE原油 63 BU-SC（活跃合约） 64 IPE布油期货结算价 65 WTI活跃合约 66 y [67 rows x 2 columns] 2024-11-14 13:41:57,739 - my_logger - INFO - 特征信息：总共有100个,日度(67),周度(35), 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： 2024-11-14 13:41:57,741 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-14 13:43:47,802 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 13:43:47,803 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 13:44:54,795 - my_logger - INFO - 删除两月不更新特征前数据量：(2510, 202) 2024-11-14 13:44:55,272 - my_logger - INFO - 删除两月不更新特征后数据量：(2510, 103) 2024-11-14 13:44:55,276 - my_logger - INFO - 删除预测列为空值的行后数据量：(1776, 103) 2024-11-14 13:44:55,278 - my_logger - INFO - 删除全为空值的列后数据量：(1776, 103) 2024-11-14 13:44:57,960 - my_logger - INFO - 日度(67) 周度(35) 0 西北欧炼厂加工Brent原油CDU利润 EIA美国油品需求 1 美墨湾炼厂加工WTI原油CDU利润 中国汽柴油表需 2 新加坡炼厂加工Dubai原油CDU利润 DOE-美国汽油产量超季节性/3年 3 西北欧炼厂加工Brent原油CDU利润 M2 美国汽油表需（周度） 4 美墨湾炼厂加工WTI原油CDU利润 M2 美国汽油产量（周度） .. ... ... 62 期货结算价(活跃合约):INE原油 63 BU-SC（活跃合约） 64 IPE布油期货结算价 65 WTI活跃合约 66 y [67 rows x 2 columns] 2024-11-14 13:44:57,986 - my_logger - INFO - 特征信息：总共有100个,日度(67),周度(35), 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： 2024-11-14 13:44:57,987 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-14 13:44:58,675 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,676 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,677 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,677 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,678 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,678 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,679 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,679 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,680 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,680 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,681 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,681 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,682 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,682 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,683 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,683 - my_logger - INFO - Column 山东地炼厂常减压开工率 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,684 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,684 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,685 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,685 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,685 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,687 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,687 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,688 - my_logger - INFO - Column 美国成品油周度表需 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,688 - my_logger - INFO - Column 美国航空燃料油周度表需 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,689 - my_logger - INFO - Column 美国其他油品周度表需 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,689 - my_logger - INFO - Column 美国汽油周度表需 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,690 - my_logger - INFO - Column 美国燃料油周度表需 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,690 - my_logger - INFO - Column 美国原油炼厂输入量 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,691 - my_logger - INFO - Column 美国丙烷和丙烯周度表需 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,691 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,692 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,693 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,693 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,694 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,694 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,695 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,695 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,696 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,696 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,697 - my_logger - INFO - Column 原油PADD5炼厂输入量 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,697 - my_logger - INFO - Column 原油PADD4炼厂输入量 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,698 - my_logger - INFO - Column 原油PADD3炼厂输入量 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,698 - my_logger - INFO - Column 原油PADD2炼厂输入量 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,699 - my_logger - INFO - Column 原油PADD1炼厂输入量 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,700 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,700 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,701 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,701 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,702 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,702 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,703 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,704 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,704 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,705 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,705 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,706 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,706 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,707 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,707 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,708 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,708 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,709 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,710 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,710 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,711 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,711 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,712 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,712 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,713 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,713 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,714 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,714 - my_logger - INFO - Column SC内外价差 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,715 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,715 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,716 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,716 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,716 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,717 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,718 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,718 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,719 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,719 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,720 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,721 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,721 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,722 - my_logger - INFO - Column 期货结算价（活跃）：布伦特原油 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,723 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,723 - my_logger - INFO - Column 期货结算价(连续):INE原油 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,724 - my_logger - INFO - Column 期货收盘价：WTI原油 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,724 - my_logger - INFO - Column 期货收盘价（活跃）：布伦特原油 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,725 - my_logger - INFO - Column SC原油期货价格 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,725 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,726 - my_logger - INFO - Column Brent连1合约价格 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,726 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,727 - my_logger - INFO - Column SC期货库存 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,727 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,728 - my_logger - INFO - Column 期货结算价(活跃合约):INE原油 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,728 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,729 - my_logger - INFO - Column IPE布油期货结算价 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,729 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,730 - my_logger - INFO - Column y was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,730 - my_logger - INFO - Column year was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,731 - my_logger - INFO - Column month was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,731 - my_logger - INFO - Column day was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,732 - my_logger - INFO - Column dayofweek was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,732 - my_logger - INFO - Column weekofyear was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,733 - my_logger - INFO - Column dayofyear was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,734 - my_logger - INFO - Column quarternum was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,734 - my_logger - INFO - Column dayofquarter was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,735 - my_logger - INFO - Column is_month_start was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,735 - my_logger - INFO - Column is_month_end was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,736 - my_logger - INFO - Column is_quarter_start was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,736 - my_logger - INFO - Column is_quarter_end was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,737 - my_logger - INFO - Column is_year_start was last updated at 2024-11-13 00:00:00 2024-11-14 13:44:58,738 - my_logger - INFO - Column is_year_end was last updated at 2024-11-13 00:00:00 2024-11-14 14:04:11,960 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 14:04:11,962 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 14:05:17,712 - my_logger - INFO - 删除两月不更新特征前数据量：(2510, 202) 2024-11-14 14:05:18,193 - my_logger - INFO - 删除两月不更新特征后数据量：(2510, 103) 2024-11-14 14:05:18,197 - my_logger - INFO - 删除预测列为空值的行后数据量：(1776, 103) 2024-11-14 14:05:18,199 - my_logger - INFO - 删除全为空值的列后数据量：(1776, 103) 2024-11-14 14:05:20,887 - my_logger - INFO - 日度(67) 周度(35) 0 西北欧炼厂加工Brent原油CDU利润 EIA美国油品需求 1 美墨湾炼厂加工WTI原油CDU利润 中国汽柴油表需 2 新加坡炼厂加工Dubai原油CDU利润 DOE-美国汽油产量超季节性/3年 3 西北欧炼厂加工Brent原油CDU利润 M2 美国汽油表需（周度） 4 美墨湾炼厂加工WTI原油CDU利润 M2 美国汽油产量（周度） .. ... ... 62 期货结算价(活跃合约):INE原油 63 BU-SC（活跃合约） 64 IPE布油期货结算价 65 WTI活跃合约 66 y [67 rows x 2 columns] 2024-11-14 14:05:20,913 - my_logger - INFO - 特征信息：总共有100个,日度(67),周度(35), 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： 2024-11-14 14:05:20,916 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-14 14:05:21,622 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-13 2024-11-14 14:05:21,625 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-13 2024-11-14 14:05:21,627 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-13 2024-11-14 14:05:21,629 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-13 2024-11-14 14:05:21,632 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-13 2024-11-14 14:05:21,633 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-13 2024-11-14 14:05:21,636 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-13 2024-11-14 14:05:21,638 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-13 2024-11-14 14:05:21,640 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-13 2024-11-14 14:05:21,643 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-13 2024-11-14 14:05:21,644 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-13 2024-11-14 14:05:21,646 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-13 2024-11-14 14:05:21,648 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-13 2024-11-14 14:05:21,650 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-13 2024-11-14 14:05:21,653 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-13 2024-11-14 14:05:21,655 - my_logger - INFO - Column 山东地炼厂常减压开工率 was last updated at 2024-11-13 2024-11-14 14:05:21,657 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-13 2024-11-14 14:05:21,660 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-13 2024-11-14 14:05:21,662 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-13 2024-11-14 14:05:21,664 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-13 2024-11-14 14:05:21,666 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-13 2024-11-14 14:05:21,668 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-13 2024-11-14 14:05:21,670 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-13 2024-11-14 14:05:21,674 - my_logger - INFO - Column 美国成品油周度表需 was last updated at 2024-11-13 2024-11-14 14:05:21,675 - my_logger - INFO - Column 美国航空燃料油周度表需 was last updated at 2024-11-13 2024-11-14 14:05:21,677 - my_logger - INFO - Column 美国其他油品周度表需 was last updated at 2024-11-13 2024-11-14 14:05:21,679 - my_logger - INFO - Column 美国汽油周度表需 was last updated at 2024-11-13 2024-11-14 14:05:21,681 - my_logger - INFO - Column 美国燃料油周度表需 was last updated at 2024-11-13 2024-11-14 14:05:21,682 - my_logger - INFO - Column 美国原油炼厂输入量 was last updated at 2024-11-13 2024-11-14 14:05:21,686 - my_logger - INFO - Column 美国丙烷和丙烯周度表需 was last updated at 2024-11-13 2024-11-14 14:05:21,688 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-13 2024-11-14 14:05:21,691 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-13 2024-11-14 14:05:21,693 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-13 2024-11-14 14:05:21,695 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 14:05:21,698 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 14:05:21,700 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 14:05:21,702 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-13 2024-11-14 14:05:21,705 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-13 2024-11-14 14:05:21,708 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-13 2024-11-14 14:05:21,710 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-13 2024-11-14 14:05:21,712 - my_logger - INFO - Column 原油PADD5炼厂输入量 was last updated at 2024-11-13 2024-11-14 14:05:21,713 - my_logger - INFO - Column 原油PADD4炼厂输入量 was last updated at 2024-11-13 2024-11-14 14:05:21,715 - my_logger - INFO - Column 原油PADD3炼厂输入量 was last updated at 2024-11-13 2024-11-14 14:05:21,717 - my_logger - INFO - Column 原油PADD2炼厂输入量 was last updated at 2024-11-13 2024-11-14 14:05:21,720 - my_logger - INFO - Column 原油PADD1炼厂输入量 was last updated at 2024-11-13 2024-11-14 14:05:21,722 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-11-13 2024-11-14 14:05:21,724 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-13 2024-11-14 14:05:21,726 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-13 2024-11-14 14:05:21,728 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-13 2024-11-14 14:05:21,730 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-13 2024-11-14 14:05:21,732 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-11-13 2024-11-14 14:05:21,734 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-11-13 2024-11-14 14:05:21,737 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-11-13 2024-11-14 14:05:21,739 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-11-13 2024-11-14 14:05:21,741 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-11-13 2024-11-14 14:05:21,743 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-11-13 2024-11-14 14:05:21,746 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-11-13 2024-11-14 14:05:21,748 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-11-13 2024-11-14 14:05:21,750 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-11-13 2024-11-14 14:05:21,753 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-11-13 2024-11-14 14:05:21,755 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-11-13 2024-11-14 14:05:21,757 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-11-13 2024-11-14 14:05:21,760 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-11-13 2024-11-14 14:05:21,763 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-11-13 2024-11-14 14:05:21,765 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-11-13 2024-11-14 14:05:21,767 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-11-13 2024-11-14 14:05:21,770 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-11-13 2024-11-14 14:05:21,772 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-11-13 2024-11-14 14:05:21,774 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-11-13 2024-11-14 14:05:21,776 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-11-13 2024-11-14 14:05:21,778 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-11-13 2024-11-14 14:05:21,780 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-11-13 2024-11-14 14:05:21,782 - my_logger - INFO - Column SC内外价差 was last updated at 2024-11-13 2024-11-14 14:05:21,785 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-13 2024-11-14 14:05:21,788 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-13 2024-11-14 14:05:21,790 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-13 2024-11-14 14:05:21,792 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-13 2024-11-14 14:05:21,794 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-13 2024-11-14 14:05:21,796 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-13 2024-11-14 14:05:21,798 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-13 2024-11-14 14:05:21,803 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-13 2024-11-14 14:05:21,805 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-11-13 2024-11-14 14:05:21,807 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-11-13 2024-11-14 14:05:21,809 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-11-13 2024-11-14 14:05:21,812 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-11-13 2024-11-14 14:05:21,814 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-11-13 2024-11-14 14:05:21,816 - my_logger - INFO - Column 期货结算价（活跃）：布伦特原油 was last updated at 2024-11-13 2024-11-14 14:05:21,818 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-11-13 2024-11-14 14:05:21,821 - my_logger - INFO - Column 期货结算价(连续):INE原油 was last updated at 2024-11-13 2024-11-14 14:05:21,823 - my_logger - INFO - Column 期货收盘价：WTI原油 was last updated at 2024-11-13 2024-11-14 14:05:21,826 - my_logger - INFO - Column 期货收盘价（活跃）：布伦特原油 was last updated at 2024-11-13 2024-11-14 14:05:21,828 - my_logger - INFO - Column SC原油期货价格 was last updated at 2024-11-13 2024-11-14 14:05:21,830 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-11-13 2024-11-14 14:05:21,832 - my_logger - INFO - Column Brent连1合约价格 was last updated at 2024-11-13 2024-11-14 14:05:21,835 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-11-13 2024-11-14 14:05:21,838 - my_logger - INFO - Column SC期货库存 was last updated at 2024-11-13 2024-11-14 14:05:21,840 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-11-13 2024-11-14 14:05:21,842 - my_logger - INFO - Column 期货结算价(活跃合约):INE原油 was last updated at 2024-11-13 2024-11-14 14:05:21,844 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-11-13 2024-11-14 14:05:21,846 - my_logger - INFO - Column IPE布油期货结算价 was last updated at 2024-11-13 2024-11-14 14:05:21,848 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-11-13 2024-11-14 14:05:21,850 - my_logger - INFO - Column y was last updated at 2024-11-13 2024-11-14 14:05:21,852 - my_logger - INFO - Column year was last updated at 2024-11-13 2024-11-14 14:05:21,854 - my_logger - INFO - Column month was last updated at 2024-11-13 2024-11-14 14:05:21,856 - my_logger - INFO - Column day was last updated at 2024-11-13 2024-11-14 14:05:21,858 - my_logger - INFO - Column dayofweek was last updated at 2024-11-13 2024-11-14 14:05:21,861 - my_logger - INFO - Column weekofyear was last updated at 2024-11-13 2024-11-14 14:05:21,863 - my_logger - INFO - Column dayofyear was last updated at 2024-11-13 2024-11-14 14:05:21,865 - my_logger - INFO - Column quarternum was last updated at 2024-11-13 2024-11-14 14:05:21,867 - my_logger - INFO - Column dayofquarter was last updated at 2024-11-13 2024-11-14 14:05:21,869 - my_logger - INFO - Column is_month_start was last updated at 2024-11-13 2024-11-14 14:05:21,872 - my_logger - INFO - Column is_month_end was last updated at 2024-11-13 2024-11-14 14:05:21,874 - my_logger - INFO - Column is_quarter_start was last updated at 2024-11-13 2024-11-14 14:05:21,876 - my_logger - INFO - Column is_quarter_end was last updated at 2024-11-13 2024-11-14 14:05:21,878 - my_logger - INFO - Column is_year_start was last updated at 2024-11-13 2024-11-14 14:05:21,880 - my_logger - INFO - Column is_year_end was last updated at 2024-11-13 2024-11-14 14:08:39,883 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 14:08:39,884 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 14:13:56,463 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 14:13:56,464 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 14:22:10,340 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 14:22:10,341 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 14:25:32,142 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 14:25:32,143 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 14:26:38,123 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 14:26:38,127 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 14:26:38,129 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 14:26:38,131 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-14 14:26:38,133 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 14:26:38,136 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 14:26:38,138 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 14:26:38,140 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 14:26:38,143 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 14:26:38,145 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,147 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,149 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,151 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 14:26:38,153 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 14:26:38,155 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 14:26:38,158 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,159 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,162 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,164 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,167 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,169 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,171 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,173 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,175 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,177 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,179 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,182 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,184 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,186 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,189 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,192 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,194 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,196 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,199 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,201 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,203 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,205 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,208 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,210 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,211 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,215 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,217 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,219 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,222 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,224 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,226 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,228 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,231 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,233 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,235 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,237 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,240 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,242 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,244 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,246 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,249 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,251 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,253 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,255 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,257 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,259 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,261 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 14:26:38,263 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,266 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,268 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:26:38,269 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,272 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,274 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:26:38,276 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-01 2024-11-14 14:26:38,278 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-08 2024-11-14 14:26:38,281 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10 2024-11-14 14:26:38,283 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-01 2024-11-14 14:26:38,285 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-01 2024-11-14 14:26:38,287 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-01 2024-11-14 14:26:38,290 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 14:26:38,294 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 14:26:38,296 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 14:26:38,298 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-01 2024-11-14 14:26:38,300 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04 2024-11-14 14:26:38,302 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04 2024-11-14 14:26:38,304 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-01 2024-11-14 14:26:38,307 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-01 2024-11-14 14:26:38,309 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-01 2024-11-14 14:26:38,311 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-01 2024-11-14 14:26:38,313 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-01 2024-11-14 14:26:38,315 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-01 2024-11-14 14:26:38,317 - my_logger - INFO - Column 山东地炼厂常减压开工率 was last updated at 2024-11-13 2024-11-14 14:26:38,320 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-01 2024-11-14 14:26:38,322 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-01 2024-11-14 14:26:38,324 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-01 2024-11-14 14:26:38,327 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-01 2024-11-14 14:26:38,328 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-01 2024-11-14 14:26:38,331 - my_logger - INFO - Column 美国:炼油厂:产能利用率 was last updated at 2024-04-05 2024-11-14 14:26:38,333 - my_logger - INFO - Column 炼油厂开工率:山东地炼 was last updated at 2024-04-18 2024-11-14 14:26:38,335 - my_logger - INFO - Column 中国:产能利用率:成品油:独立炼厂 was last updated at 2024-04-18 2024-11-14 14:26:38,338 - my_logger - INFO - Column 中国:产能利用率:成品油:主营炼厂 was last updated at 2024-04-04 2024-11-14 14:26:38,341 - my_logger - INFO - Column 山东:产能利用率:成品油:独立炼厂 was last updated at 2024-04-04 2024-11-14 14:26:38,342 - my_logger - INFO - Column 炼油厂可运营能力利用率:美国 was last updated at 2024-04-05 2024-11-14 14:26:38,345 - my_logger - INFO - Column 美国:炼油厂:用于精炼的净原油投入量 was last updated at 2024-04-05 2024-11-14 14:26:38,347 - my_logger - INFO - Column 美国:炼油厂:用于提炼的总投入量 was last updated at 2024-04-05 2024-11-14 14:26:38,349 - my_logger - INFO - Column 美国:炼油厂:理论可提炼原油量 was last updated at 2024-04-05 2024-11-14 14:26:38,351 - my_logger - INFO - Column 美国:炼油厂:开工率 was last updated at 2024-04-05 2024-11-14 14:26:38,354 - my_logger - INFO - Column 中国:执行航班:国内航班(不含港澳台) was last updated at 2024-04-10 2024-11-14 14:26:38,357 - my_logger - INFO - Column 中国:执行航班:港澳台航班 was last updated at 2024-04-08 2024-11-14 14:26:38,359 - my_logger - INFO - Column 中国:执行航班:国际航班 was last updated at 2024-04-10 2024-11-14 14:26:38,361 - my_logger - INFO - Column 执行航班:美国:国内航班 was last updated at 2024-04-10 2024-11-14 14:26:38,363 - my_logger - INFO - Column 执行航班:美国:国际航班 was last updated at 2024-04-10 2024-11-14 14:26:38,365 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-01 2024-11-14 14:26:38,368 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-01 2024-11-14 14:26:38,370 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24 2024-11-14 14:26:38,374 - my_logger - INFO - Column 美国成品油周度表需 was last updated at 2024-11-01 2024-11-14 14:26:38,376 - my_logger - INFO - Column 美国航空燃料油周度表需 was last updated at 2024-11-01 2024-11-14 14:26:38,378 - my_logger - INFO - Column 美国其他油品周度表需 was last updated at 2024-11-01 2024-11-14 14:26:38,380 - my_logger - INFO - Column 美国汽油周度表需 was last updated at 2024-11-01 2024-11-14 14:26:38,382 - my_logger - INFO - Column 美国燃料油周度表需 was last updated at 2024-11-01 2024-11-14 14:26:38,384 - my_logger - INFO - Column 美国原油炼厂输入量 was last updated at 2024-11-01 2024-11-14 14:26:38,386 - my_logger - INFO - Column 美国丙烷和丙烯周度表需 was last updated at 2024-11-01 2024-11-14 14:26:38,389 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31 2024-11-14 14:26:38,391 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-14 2024-11-14 14:26:38,393 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-14 2024-11-14 14:26:38,395 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-14 2024-11-14 14:26:38,397 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 14:26:38,399 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 14:26:38,401 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 14:26:38,403 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-13 2024-11-14 14:26:38,406 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-13 2024-11-14 14:26:38,407 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-13 2024-11-14 14:26:38,410 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-13 2024-11-14 14:26:38,412 - my_logger - INFO - Column 原油PADD5炼厂输入量 was last updated at 2024-11-01 2024-11-14 14:26:38,414 - my_logger - INFO - Column 原油PADD4炼厂输入量 was last updated at 2024-11-01 2024-11-14 14:26:38,416 - my_logger - INFO - Column 原油PADD3炼厂输入量 was last updated at 2024-11-01 2024-11-14 14:26:38,418 - my_logger - INFO - Column 原油PADD2炼厂输入量 was last updated at 2024-11-01 2024-11-14 14:26:38,420 - my_logger - INFO - Column 原油PADD1炼厂输入量 was last updated at 2024-11-01 2024-11-14 14:26:38,423 - my_logger - INFO - Column 航煤周度表需 was last updated at None 2024-11-14 14:26:38,425 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-11-13 2024-11-14 14:26:38,427 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 2024-11-14 14:26:38,430 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-13 2024-11-14 14:26:38,431 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-13 2024-11-14 14:26:38,433 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-13 2024-11-14 14:26:38,436 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-11-13 2024-11-14 14:26:38,438 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-11-13 2024-11-14 14:26:38,441 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-11-13 2024-11-14 14:26:38,443 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-11-13 2024-11-14 14:26:38,445 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-11-13 2024-11-14 14:26:38,447 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-11-13 2024-11-14 14:26:38,449 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-11-13 2024-11-14 14:26:38,451 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-11-14 2024-11-14 14:26:38,453 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-11-14 2024-11-14 14:26:38,456 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-11-14 2024-11-14 14:26:38,458 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-11-14 2024-11-14 14:26:38,460 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-11-13 2024-11-14 14:26:38,462 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-11-13 2024-11-14 14:26:38,464 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-11-13 2024-11-14 14:26:38,466 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-11-13 2024-11-14 14:26:38,468 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-11-13 2024-11-14 14:26:38,470 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-11-13 2024-11-14 14:26:38,472 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-11-13 2024-11-14 14:26:38,474 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-11-13 2024-11-14 14:26:38,477 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-11-13 2024-11-14 14:26:38,479 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-11-13 2024-11-14 14:26:38,480 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-11-13 2024-11-14 14:26:38,482 - my_logger - INFO - Column SC内外价差 was last updated at 2024-11-13 2024-11-14 14:26:38,484 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-13 2024-11-14 14:26:38,486 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-13 2024-11-14 14:26:38,489 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-13 2024-11-14 14:26:38,491 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-13 2024-11-14 14:26:38,493 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-13 2024-11-14 14:26:38,495 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-13 2024-11-14 14:26:38,498 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-13 2024-11-14 14:26:38,500 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-13 2024-11-14 14:26:38,501 - my_logger - INFO - Column 期货成交量:INE原油 was last updated at 2024-04-10 2024-11-14 14:26:38,503 - my_logger - INFO - Column 期货持仓量:INE原油 was last updated at 2024-04-10 2024-11-14 14:26:38,505 - my_logger - INFO - Column 期货持仓量(活跃合约):INE原油 was last updated at 2024-04-10 2024-11-14 14:26:38,508 - my_logger - INFO - Column 期货持仓量(连续):INE原油 was last updated at 2024-04-10 2024-11-14 14:26:38,510 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-11-13 2024-11-14 14:26:38,512 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-11-13 2024-11-14 14:26:38,514 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31 2024-11-14 14:26:38,516 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-11-12 2024-11-14 14:26:38,518 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 2024-11-14 14:26:38,520 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28 2024-11-14 14:26:38,522 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-11-13 2024-11-14 14:26:38,525 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-11-13 2024-11-14 14:26:38,527 - my_logger - INFO - Column 期货结算价（活跃）：布伦特原油 was last updated at 2024-11-12 2024-11-14 14:26:38,528 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-11-13 2024-11-14 14:26:38,530 - my_logger - INFO - Column 期货结算价(连续):INE原油 was last updated at 2024-11-13 2024-11-14 14:26:38,533 - my_logger - INFO - Column 期货收盘价：WTI原油 was last updated at 2024-11-12 2024-11-14 14:26:38,535 - my_logger - INFO - Column 期货收盘价（活跃）：布伦特原油 was last updated at 2024-11-12 2024-11-14 14:26:38,537 - my_logger - INFO - Column SC原油期货价格 was last updated at 2024-11-13 2024-11-14 14:26:38,540 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-11-14 2024-11-14 14:26:38,542 - my_logger - INFO - Column Brent连1合约价格 was last updated at 2024-11-14 2024-11-14 14:26:38,544 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-11-13 2024-11-14 14:26:38,546 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16 2024-11-14 14:26:38,548 - my_logger - INFO - Column SC期货库存 was last updated at 2024-11-13 2024-11-14 14:26:38,550 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-11-13 2024-11-14 14:26:38,551 - my_logger - INFO - Column 期货结算价(活跃合约):INE原油 was last updated at 2024-11-13 2024-11-14 14:26:38,555 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-11-13 2024-11-14 14:26:38,557 - my_logger - INFO - Column IPE布油期货结算价 was last updated at 2024-11-12 2024-11-14 14:26:38,559 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31 2024-11-14 14:26:38,561 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31 2024-11-14 14:26:38,563 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-11-13 2024-11-14 14:26:38,565 - my_logger - INFO - Column y was last updated at 2024-11-13 2024-11-14 14:44:41,599 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 14:44:41,600 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 14:46:10,067 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 14:46:10,070 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 14:46:10,071 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 14:46:10,072 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-14 14:46:10,074 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 14:46:10,075 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 14:46:10,076 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 14:46:10,078 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 14:46:10,080 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 14:46:10,081 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,083 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,084 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,086 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 14:46:10,087 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 14:46:10,088 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 14:46:10,089 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,090 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,092 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,094 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,096 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,097 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,099 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,101 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,103 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,104 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,105 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,107 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,108 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,109 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,110 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,112 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,113 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,115 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,116 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,118 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,119 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,121 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,122 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,123 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,125 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,126 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,127 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,128 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,130 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,132 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,133 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,135 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,136 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,137 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,139 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,140 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,142 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,143 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,144 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,145 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,146 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,148 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,149 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,150 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,151 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,153 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,154 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 14:46:10,156 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,157 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,159 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 14:46:10,160 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,161 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,162 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 14:46:10,164 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-01 2024-11-14 14:46:10,164 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-08 2024-11-14 14:46:10,166 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10 2024-11-14 14:46:10,168 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-01 2024-11-14 14:46:10,169 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-01 2024-11-14 14:46:10,170 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-01 2024-11-14 14:46:10,172 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 14:46:10,174 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 14:46:10,175 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 14:46:10,177 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-01 2024-11-14 14:46:10,178 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04 2024-11-14 14:46:10,180 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04 2024-11-14 14:46:10,181 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-01 2024-11-14 14:46:10,182 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-01 2024-11-14 14:46:10,184 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-01 2024-11-14 14:46:10,185 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-01 2024-11-14 14:46:10,186 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-01 2024-11-14 14:46:10,187 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-01 2024-11-14 14:46:10,189 - my_logger - INFO - Column 山东地炼厂常减压开工率 was last updated at 2024-11-13 2024-11-14 14:46:10,190 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-01 2024-11-14 14:46:10,192 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-01 2024-11-14 14:46:10,193 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-01 2024-11-14 14:46:10,194 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-01 2024-11-14 14:46:10,196 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-01 2024-11-14 14:46:10,197 - my_logger - INFO - Column 美国:炼油厂:产能利用率 was last updated at 2024-04-05 2024-11-14 14:46:10,198 - my_logger - INFO - Column 炼油厂开工率:山东地炼 was last updated at 2024-04-18 2024-11-14 14:46:10,199 - my_logger - INFO - Column 中国:产能利用率:成品油:独立炼厂 was last updated at 2024-04-18 2024-11-14 14:46:10,200 - my_logger - INFO - Column 中国:产能利用率:成品油:主营炼厂 was last updated at 2024-04-04 2024-11-14 14:46:10,202 - my_logger - INFO - Column 山东:产能利用率:成品油:独立炼厂 was last updated at 2024-04-04 2024-11-14 14:46:10,204 - my_logger - INFO - Column 炼油厂可运营能力利用率:美国 was last updated at 2024-04-05 2024-11-14 14:46:10,205 - my_logger - INFO - Column 美国:炼油厂:用于精炼的净原油投入量 was last updated at 2024-04-05 2024-11-14 14:46:10,206 - my_logger - INFO - Column 美国:炼油厂:用于提炼的总投入量 was last updated at 2024-04-05 2024-11-14 14:46:10,209 - my_logger - INFO - Column 美国:炼油厂:理论可提炼原油量 was last updated at 2024-04-05 2024-11-14 14:46:10,210 - my_logger - INFO - Column 美国:炼油厂:开工率 was last updated at 2024-04-05 2024-11-14 14:46:10,211 - my_logger - INFO - Column 中国:执行航班:国内航班(不含港澳台) was last updated at 2024-04-10 2024-11-14 14:46:10,212 - my_logger - INFO - Column 中国:执行航班:港澳台航班 was last updated at 2024-04-08 2024-11-14 14:46:10,214 - my_logger - INFO - Column 中国:执行航班:国际航班 was last updated at 2024-04-10 2024-11-14 14:46:10,215 - my_logger - INFO - Column 执行航班:美国:国内航班 was last updated at 2024-04-10 2024-11-14 14:46:10,217 - my_logger - INFO - Column 执行航班:美国:国际航班 was last updated at 2024-04-10 2024-11-14 14:46:10,217 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-01 2024-11-14 14:46:10,220 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-01 2024-11-14 14:46:10,222 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24 2024-11-14 14:46:10,223 - my_logger - INFO - Column 美国成品油周度表需 was last updated at 2024-11-01 2024-11-14 14:46:10,224 - my_logger - INFO - Column 美国航空燃料油周度表需 was last updated at 2024-11-01 2024-11-14 14:46:10,226 - my_logger - INFO - Column 美国其他油品周度表需 was last updated at 2024-11-01 2024-11-14 14:46:10,227 - my_logger - INFO - Column 美国汽油周度表需 was last updated at 2024-11-01 2024-11-14 14:46:10,228 - my_logger - INFO - Column 美国燃料油周度表需 was last updated at 2024-11-01 2024-11-14 14:46:10,230 - my_logger - INFO - Column 美国原油炼厂输入量 was last updated at 2024-11-01 2024-11-14 14:46:10,231 - my_logger - INFO - Column 美国丙烷和丙烯周度表需 was last updated at 2024-11-01 2024-11-14 14:46:10,232 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31 2024-11-14 14:46:10,233 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-14 2024-11-14 14:46:10,235 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-14 2024-11-14 14:46:10,236 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-14 2024-11-14 14:46:10,238 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 14:46:10,239 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 14:46:10,241 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 14:46:10,242 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-13 2024-11-14 14:46:10,243 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-13 2024-11-14 14:46:10,245 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-13 2024-11-14 14:46:10,246 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-13 2024-11-14 14:46:10,247 - my_logger - INFO - Column 原油PADD5炼厂输入量 was last updated at 2024-11-01 2024-11-14 14:46:10,248 - my_logger - INFO - Column 原油PADD4炼厂输入量 was last updated at 2024-11-01 2024-11-14 14:46:10,250 - my_logger - INFO - Column 原油PADD3炼厂输入量 was last updated at 2024-11-01 2024-11-14 14:46:10,252 - my_logger - INFO - Column 原油PADD2炼厂输入量 was last updated at 2024-11-01 2024-11-14 14:46:10,253 - my_logger - INFO - Column 原油PADD1炼厂输入量 was last updated at 2024-11-01 2024-11-14 14:46:10,255 - my_logger - INFO - Column 航煤周度表需 was last updated at None 2024-11-14 14:46:10,256 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-11-13 2024-11-14 14:46:10,257 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 2024-11-14 14:46:10,259 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-13 2024-11-14 14:46:10,260 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-13 2024-11-14 14:46:10,261 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-13 2024-11-14 14:46:10,262 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-11-13 2024-11-14 14:46:10,264 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-11-13 2024-11-14 14:46:10,265 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-11-13 2024-11-14 14:46:10,266 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-11-13 2024-11-14 14:46:10,268 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-11-13 2024-11-14 14:46:10,269 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-11-13 2024-11-14 14:46:10,270 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-11-13 2024-11-14 14:46:10,272 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-11-14 2024-11-14 14:46:10,273 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-11-14 2024-11-14 14:46:10,274 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-11-14 2024-11-14 14:46:10,275 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-11-14 2024-11-14 14:46:10,277 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-11-13 2024-11-14 14:46:10,278 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-11-13 2024-11-14 14:46:10,279 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-11-13 2024-11-14 14:46:10,281 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-11-13 2024-11-14 14:46:10,282 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-11-13 2024-11-14 14:46:10,283 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-11-13 2024-11-14 14:46:10,284 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-11-13 2024-11-14 14:46:10,286 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-11-13 2024-11-14 14:46:10,288 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-11-13 2024-11-14 14:46:10,289 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-11-13 2024-11-14 14:46:10,291 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-11-13 2024-11-14 14:46:10,292 - my_logger - INFO - Column SC内外价差 was last updated at 2024-11-13 2024-11-14 14:46:10,294 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-13 2024-11-14 14:46:10,295 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-13 2024-11-14 14:46:10,296 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-13 2024-11-14 14:46:10,298 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-13 2024-11-14 14:46:10,299 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-13 2024-11-14 14:46:10,300 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-13 2024-11-14 14:46:10,302 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-13 2024-11-14 14:46:10,303 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-13 2024-11-14 14:46:10,304 - my_logger - INFO - Column 期货成交量:INE原油 was last updated at 2024-04-10 2024-11-14 14:46:10,305 - my_logger - INFO - Column 期货持仓量:INE原油 was last updated at 2024-04-10 2024-11-14 14:46:10,307 - my_logger - INFO - Column 期货持仓量(活跃合约):INE原油 was last updated at 2024-04-10 2024-11-14 14:46:10,309 - my_logger - INFO - Column 期货持仓量(连续):INE原油 was last updated at 2024-04-10 2024-11-14 14:46:10,310 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-11-13 2024-11-14 14:46:10,312 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-11-13 2024-11-14 14:46:10,313 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31 2024-11-14 14:46:10,314 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-11-12 2024-11-14 14:46:10,315 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 2024-11-14 14:46:10,318 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28 2024-11-14 14:46:10,319 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-11-13 2024-11-14 14:46:10,320 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-11-13 2024-11-14 14:46:10,321 - my_logger - INFO - Column 期货结算价（活跃）：布伦特原油 was last updated at 2024-11-12 2024-11-14 14:46:10,323 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-11-13 2024-11-14 14:46:10,324 - my_logger - INFO - Column 期货结算价(连续):INE原油 was last updated at 2024-11-13 2024-11-14 14:46:10,326 - my_logger - INFO - Column 期货收盘价：WTI原油 was last updated at 2024-11-12 2024-11-14 14:46:10,327 - my_logger - INFO - Column 期货收盘价（活跃）：布伦特原油 was last updated at 2024-11-12 2024-11-14 14:46:10,329 - my_logger - INFO - Column SC原油期货价格 was last updated at 2024-11-13 2024-11-14 14:46:10,330 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-11-14 2024-11-14 14:46:10,331 - my_logger - INFO - Column Brent连1合约价格 was last updated at 2024-11-14 2024-11-14 14:46:10,333 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-11-13 2024-11-14 14:46:10,334 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16 2024-11-14 14:46:10,335 - my_logger - INFO - Column SC期货库存 was last updated at 2024-11-13 2024-11-14 14:46:10,336 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-11-13 2024-11-14 14:46:10,338 - my_logger - INFO - Column 期货结算价(活跃合约):INE原油 was last updated at 2024-11-13 2024-11-14 14:46:10,339 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-11-13 2024-11-14 14:46:10,341 - my_logger - INFO - Column IPE布油期货结算价 was last updated at 2024-11-12 2024-11-14 14:46:10,343 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31 2024-11-14 14:46:10,345 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31 2024-11-14 14:46:10,346 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-11-13 2024-11-14 14:46:10,348 - my_logger - INFO - Column y was last updated at 2024-11-13 2024-11-14 14:46:10,349 - my_logger - INFO - Column 期货收盘价（连续）：INE原油 was last updated at 2024-11-13 2024-11-14 14:46:10,350 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-12 2024-11-14 14:46:10,351 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-13 2024-11-14 14:46:10,352 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-13 2024-11-14 14:46:10,354 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-14 2024-11-14 14:46:10,355 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-13 2024-11-14 14:46:10,356 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-13 2024-11-14 14:46:10,358 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-13 2024-11-14 14:46:10,360 - my_logger - INFO - Column HO连6合约 was last updated at 2024-11-13 2024-11-14 14:46:10,361 - my_logger - INFO - Column HO连5合约 was last updated at 2024-11-13 2024-11-14 14:46:10,362 - my_logger - INFO - Column ho连7合约 was last updated at 2024-11-13 2024-11-14 14:46:10,363 - my_logger - INFO - Column HO连8合约 was last updated at 2024-11-13 2024-11-14 14:46:10,365 - my_logger - INFO - Column HO连9合约 was last updated at 2024-11-13 2024-11-14 14:46:10,366 - my_logger - INFO - Column HO连10合约 was last updated at 2024-11-13 2024-11-14 14:46:10,367 - my_logger - INFO - Column HO连11合约 was last updated at 2024-11-13 2024-11-14 14:46:10,368 - my_logger - INFO - Column HO连12合约 was last updated at 2024-11-13 2024-11-14 14:46:10,370 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-13 2024-11-14 14:46:10,371 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-13 2024-11-14 14:46:10,372 - my_logger - INFO - Column 期货成交量(活跃合约):INE原油 was last updated at 2024-11-13 2024-11-14 14:46:10,374 - my_logger - INFO - Column 期货成交额:INE原油 was last updated at 2024-11-13 2024-11-14 14:46:10,376 - my_logger - INFO - Column 可用库容量:INE原油 was last updated at 2024-11-08 2024-11-14 14:46:10,377 - my_logger - INFO - Column 库存期货:INE原油:总计-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 14:46:10,379 - my_logger - INFO - Column 库存期货:INE原油:总计-巴士拉轻油(I 级) was last updated at 2024-11-08 2024-11-14 14:46:10,380 - my_logger - INFO - Column 库存期货:INE原油:总计-上扎库姆原油 was last updated at 2024-11-08 2024-11-14 14:46:10,381 - my_logger - INFO - Column 库存期货:INE原油:总计-阿曼原油 was last updated at 2024-11-08 2024-11-14 14:46:10,382 - my_logger - INFO - Column 库存期货:INE原油:总计-卡塔尔海洋油 was last updated at 2024-11-08 2024-11-14 14:46:10,383 - my_logger - INFO - Column 库存期货:INE原油:总计-迪拜原油 was last updated at 2024-11-08 2024-11-14 14:46:10,385 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连保税-穆尔班原油 was last updated at 2024-11-08 2024-11-14 14:46:10,386 - my_logger - INFO - Column 库存期货:INE原油:浙江:合计 was last updated at 2024-11-13 2024-11-14 14:46:10,387 - my_logger - INFO - Column 库存期货:INE原油:浙江:中化兴中 was last updated at 2024-11-13 2024-11-14 14:46:10,389 - my_logger - INFO - Column 库存期货:INE原油:浙江:中油大榭 was last updated at 2021-03-26 2024-11-14 14:46:10,390 - my_logger - INFO - Column 库存期货:INE原油:浙江:大鼎石油 was last updated at 2024-11-13 2024-11-14 14:46:10,392 - my_logger - INFO - Column 库存期货:INE原油:浙江:中国石化册子岛 was last updated at 2024-11-13 2024-11-14 14:46:10,394 - my_logger - INFO - Column 库存期货:INE原油:山东:合计 was last updated at 2024-11-13 2024-11-14 14:46:10,395 - my_logger - INFO - Column 库存期货:INE原油:山东:青岛港实华 was last updated at 2021-06-21 2024-11-14 14:46:10,396 - my_logger - INFO - Column 库存期货:INE原油:山东:中化弘润潍坊 was last updated at 2024-11-13 2024-11-14 14:46:10,397 - my_logger - INFO - Column 库存期货:INE原油:山东:青岛港摩科瑞 was last updated at 2021-06-21 2024-11-14 14:46:10,399 - my_logger - INFO - Column 库存期货:INE原油:山东:中国石化日照 was last updated at 2024-11-13 2024-11-14 14:46:10,400 - my_logger - INFO - Column 库存期货:INE原油:上海:合计 was last updated at 2024-11-13 2024-11-14 14:46:10,401 - my_logger - INFO - Column 库存期货:INE原油:上海:洋山石油 was last updated at 2024-11-13 2024-11-14 14:46:10,402 - my_logger - INFO - Column 库存期货:INE原油:广东:合计 was last updated at 2024-11-13 2024-11-14 14:46:10,404 - my_logger - INFO - Column 库存期货:INE原油:广东:中油湛江 was last updated at 2024-11-13 2024-11-14 14:46:10,405 - my_logger - INFO - Column 库存期货:INE原油:广东:中国石化湛江 was last updated at 2024-11-13 2024-11-14 14:46:10,407 - my_logger - INFO - Column 库存期货:INE原油:辽宁:合计 was last updated at 2024-11-13 2024-11-14 14:46:10,409 - my_logger - INFO - Column 库存期货:INE原油:辽宁:北方油品 was last updated at 2024-11-13 2024-11-14 14:46:10,410 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连保税 was last updated at 2024-11-13 2024-11-14 14:46:10,411 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连国际 was last updated at 2024-11-13 2024-11-14 14:46:10,413 - my_logger - INFO - Column 库存期货:INE原油:海南:合计 was last updated at 2024-11-13 2024-11-14 14:46:10,414 - my_logger - INFO - Column 库存期货:INE原油:海南:中国石化海南 was last updated at 2024-11-13 2024-11-14 14:46:10,415 - my_logger - INFO - Column 库存期货:INE原油:河北:中国石化曹妃甸 was last updated at 2024-11-13 2024-11-14 14:46:10,416 - my_logger - INFO - Column 可用库容量:INE原油:辽宁:合计 was last updated at 2024-11-08 2024-11-14 14:46:10,418 - my_logger - INFO - Column 可用库容量:INE原油:浙江:合计 was last updated at 2024-11-08 2024-11-14 14:46:10,419 - my_logger - INFO - Column 可用库容量:INE原油:广东:合计 was last updated at 2024-11-08 2024-11-14 14:46:10,420 - my_logger - INFO - Column 可用库容量:INE原油:广西:合计 was last updated at 2024-11-08 2024-11-14 14:46:10,422 - my_logger - INFO - Column 可用库容量:INE原油:河北:合计 was last updated at 2024-11-08 2024-11-14 14:46:10,423 - my_logger - INFO - Column 可用库容量:INE原油:上海:合计 was last updated at 2024-11-08 2024-11-14 14:46:10,425 - my_logger - INFO - Column 可用库容量:INE原油:海南:合计 was last updated at 2024-11-08 2024-11-14 14:46:10,426 - my_logger - INFO - Column 可用库容量:INE原油:山东:合计 was last updated at 2024-11-08 2024-11-14 14:46:10,428 - my_logger - INFO - Column 可用库容量:INE原油:浙江:中化兴中 was last updated at 2024-11-08 2024-11-14 14:46:10,429 - my_logger - INFO - Column 可用库容量:INE原油:浙江:大鼎石油 was last updated at 2024-11-08 2024-11-14 14:46:10,430 - my_logger - INFO - Column 可用库容量:INE原油:浙江:中国石化册子岛 was last updated at 2024-11-08 2024-11-14 14:46:10,431 - my_logger - INFO - Column 可用库容量:INE原油:上海:洋山石油 was last updated at 2024-11-08 2024-11-14 14:46:10,432 - my_logger - INFO - Column 可用库容量:INE原油:广东:中油湛江 was last updated at 2024-11-08 2024-11-14 14:46:10,434 - my_logger - INFO - Column 可用库容量:INE原油:广东:中国石化湛江 was last updated at 2024-11-08 2024-11-14 14:46:10,435 - my_logger - INFO - Column 可用库容量:INE原油:辽宁:北方油品 was last updated at 2024-11-08 2024-11-14 14:46:10,436 - my_logger - INFO - Column 可用库容量:INE原油:辽宁:中油大连保税 was last updated at 2024-11-08 2024-11-14 14:46:10,438 - my_logger - INFO - Column 可用库容量:INE原油:海南:中国石化海南 was last updated at 2024-11-08 2024-11-14 14:46:10,439 - my_logger - INFO - Column 可用库容量:INE原油:山东:中国石化日照 was last updated at 2024-11-08 2024-11-14 14:46:10,441 - my_logger - INFO - Column 可用库容量:INE原油:山东:青岛港实华 was last updated at 2021-06-18 2024-11-14 14:46:10,443 - my_logger - INFO - Column 可用库容量:INE原油:山东:中化弘润潍坊 was last updated at 2024-11-08 2024-11-14 14:46:10,444 - my_logger - INFO - Column 可用库容量:INE原油:山东:青岛港摩科瑞 was last updated at 2021-06-18 2024-11-14 14:46:10,445 - my_logger - INFO - Column 可用库容量:INE原油:广西:中油广西国际 was last updated at 2024-11-08 2024-11-14 14:46:10,446 - my_logger - INFO - Column 可用库容量:INE原油:河北:中国石化曹妃甸 was last updated at 2024-11-08 2024-11-14 14:46:10,447 - my_logger - INFO - Column 舟山:可用库容:原油 was last updated at 2024-11-01 2024-11-14 14:46:10,449 - my_logger - INFO - Column 库存期货:INE原油:浙江:中化兴中-上扎库姆原油 was last updated at 2024-11-08 2024-11-14 14:46:10,450 - my_logger - INFO - Column 库存期货:INE原油:浙江:中化兴中-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 14:46:10,452 - my_logger - INFO - Column 库存期货:INE原油:浙江:中化兴中-巴士拉轻油(I 级) was last updated at 2024-11-08 2024-11-14 14:46:10,453 - my_logger - INFO - Column 库存期货:INE原油:浙江:中油大榭-上扎库姆原油 was last updated at 2021-03-26 2024-11-14 14:46:10,454 - my_logger - INFO - Column 库存期货:INE原油:浙江:中国石化册子岛-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 14:46:10,456 - my_logger - INFO - Column 库存期货:INE原油:浙江:中国石化册子岛-巴士拉轻油(I 级) was last updated at 2024-11-08 2024-11-14 14:46:10,457 - my_logger - INFO - Column 库存期货:INE原油:山东:青岛港董家口-阿曼原油 was last updated at 2021-02-10 2024-11-14 14:46:10,459 - my_logger - INFO - Column 库存期货:INE原油:山东:中化弘润潍坊-阿曼原油 was last updated at 2023-04-14 2024-11-14 14:46:10,460 - my_logger - INFO - Column 库存期货:INE原油:山东:中化弘润潍坊-上扎库姆原油 was last updated at 2023-04-14 2024-11-14 14:46:10,461 - my_logger - INFO - Column 库存期货:INE原油:山东:中化弘润潍坊-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 14:46:10,463 - my_logger - INFO - Column 库存期货:INE原油:山东:中化弘润潍坊-巴士拉轻油(I 级) was last updated at 2023-04-14 2024-11-14 14:46:10,464 - my_logger - INFO - Column 库存期货:INE原油:山东:中国石化日照-上扎库姆原油 was last updated at 2024-11-08 2024-11-14 14:46:10,465 - my_logger - INFO - Column 库存期货:INE原油:山东:中国石化日照-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 14:46:10,466 - my_logger - INFO - Column 库存期货:INE原油:山东:中国石化日照-巴士拉轻油(I 级) was last updated at 2024-11-08 2024-11-14 14:46:10,468 - my_logger - INFO - Column 库存期货:INE原油:山东:山港青岛实华 was last updated at 2024-11-13 2024-11-14 14:46:10,469 - my_logger - INFO - Column 库存期货:INE原油:山东:山港青岛实华-阿曼原油 was last updated at 2024-11-08 2024-11-14 14:46:10,471 - my_logger - INFO - Column 库存期货:INE原油:山东:山港海业董家口 was last updated at 2024-11-13 2024-11-14 14:46:10,472 - my_logger - INFO - Column 库存期货:INE原油:上海:洋山石油-巴士拉轻油(I 级) was last updated at 2024-11-08 2024-11-14 14:46:10,473 - my_logger - INFO - Column 库存期货:INE原油:上海:洋山石油-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 14:46:10,475 - my_logger - INFO - Column 库存期货:INE原油:广东:中油湛江-卡塔尔海洋油 was last updated at 2024-11-08 2024-11-14 14:46:10,476 - my_logger - INFO - Column 库存期货:INE原油:广东:中油湛江-阿曼原油 was last updated at 2024-11-08 2024-11-14 14:46:10,477 - my_logger - INFO - Column 库存期货:INE原油:广东:中油湛江-巴士拉轻油(I 级) was last updated at 2024-11-08 2024-11-14 14:46:10,479 - my_logger - INFO - Column 库存期货:INE原油:广东:中油湛江-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 14:46:10,480 - my_logger - INFO - Column 库存期货:INE原油:广东:中国石化湛江-巴士拉轻油(I级) was last updated at 2024-11-08 2024-11-14 14:46:10,482 - my_logger - INFO - Column 库存期货:INE原油:广东:中国石化湛江-卡塔尔海洋油 was last updated at 2024-11-08 2024-11-14 14:46:10,483 - my_logger - INFO - Column 库存期货:INE原油:广东:中国石化湛江-上扎库姆原油 was last updated at 2024-11-08 2024-11-14 14:46:10,484 - my_logger - INFO - Column 库存期货:INE原油:海南:中国石化海南-上扎库姆原油 was last updated at 2024-11-08 2024-11-14 14:46:10,485 - my_logger - INFO - Column 库存期货:INE原油:海南:中国石化海南-阿曼原油 was last updated at 2024-11-08 2024-11-14 14:46:10,486 - my_logger - INFO - Column 库存期货:INE原油:河北:中国石化曹妃甸-巴士拉轻油(I 级) was last updated at 2024-11-08 2024-11-14 14:46:10,488 - my_logger - INFO - Column 库存期货:INE原油:河北:中国石化曹妃甸-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 14:46:10,490 - my_logger - INFO - Column 库存期货:INE原油:辽宁:北方油品-巴士拉轻油(I 级) was last updated at 2024-11-08 2024-11-14 14:46:10,491 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连保税-上扎库姆原油 was last updated at 2024-11-08 2024-11-14 14:46:10,492 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连保税-巴士拉轻油(I级) was last updated at 2024-11-08 2024-11-14 14:46:10,494 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连保税-阿曼原油 was last updated at 2024-11-08 2024-11-14 14:46:10,495 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连国际-巴士拉轻油(I级) was last updated at 2024-11-08 2024-11-14 14:46:10,497 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连国际-阿曼原油 was last updated at 2024-11-08 2024-11-14 14:46:10,498 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连国际-上扎库姆原油 was last updated at 2024-11-08 2024-11-14 14:46:10,499 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连国际-迪拜原油 was last updated at 2024-11-08 2024-11-14 14:46:10,500 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油国际大连-迪拜原油 was last updated at 2020-10-30 2024-11-14 14:46:10,501 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油国际大连-阿曼原油 was last updated at 2020-10-30 2024-11-14 14:46:10,503 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油国际大连-巴士拉轻油(I 级) was last updated at 2020-10-30 2024-11-14 14:46:10,504 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油国际大连-上扎库姆原油 was last updated at 2020-10-30 2024-11-14 14:46:10,505 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油国际大连-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 14:46:10,508 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连-巴士拉轻油(I 级) was last updated at 2020-10-30 2024-11-14 14:46:10,510 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连-阿曼原油 was last updated at 2020-10-30 2024-11-14 14:46:10,511 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连-上扎库姆原油 was last updated at 2020-10-30 2024-11-14 14:46:10,512 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 14:46:10,514 - my_logger - INFO - Column 库存期货:INE原油:辽宁:北方油品-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 14:46:10,515 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-11-13 2024-11-14 14:46:10,516 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-11-14 2024-11-14 14:46:10,518 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-11-14 2024-11-14 14:46:10,519 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-11-14 2024-11-14 14:46:10,521 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-11-14 2024-11-14 14:46:10,522 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-11-13 2024-11-14 14:46:10,524 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-14 2024-11-14 14:46:10,525 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-14 2024-11-14 14:46:10,527 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-11-14 2024-11-14 14:46:10,527 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-11-13 2024-11-14 14:46:10,529 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-11-13 2024-11-14 14:46:10,530 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-11-13 2024-11-14 14:46:10,531 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-11-13 2024-11-14 14:46:10,532 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-13 2024-11-14 14:46:10,534 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-13 2024-11-14 14:46:10,535 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-13 2024-11-14 14:46:10,537 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-11-14 2024-11-14 14:46:10,538 - my_logger - INFO - Column B00.IPE结算价 was last updated at 2024-11-13 2024-11-14 14:46:10,540 - my_logger - INFO - Column B02.IPE结算价 was last updated at 2024-11-13 2024-11-14 14:46:10,542 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-13 2024-11-14 14:46:10,543 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-13 2024-11-14 14:46:10,545 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-11-13 2024-11-14 14:46:10,546 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-11-13 2024-11-14 14:46:10,548 - my_logger - INFO - Column B03.IPE结算价 was last updated at 2024-11-13 2024-11-14 14:46:10,549 - my_logger - INFO - Column B04.IPE结算价 was last updated at 2024-11-13 2024-11-14 14:46:10,550 - my_logger - INFO - Column B05.IPE结算价 was last updated at 2024-11-13 2024-11-14 14:46:10,551 - my_logger - INFO - Column B06.IPE结算价 was last updated at 2024-11-13 2024-11-14 14:46:10,552 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-11-13 2024-11-14 14:46:10,554 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-13 2024-11-14 14:46:10,556 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-13 2024-11-14 14:46:10,558 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-11-13 2024-11-14 14:46:10,559 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-11-13 2024-11-14 14:46:10,561 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-11-13 2024-11-14 14:46:10,563 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-11-13 2024-11-14 14:46:10,564 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-13 2024-11-14 14:46:10,565 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-13 2024-11-14 14:46:10,566 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-11-13 2024-11-14 14:46:10,567 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-10-31 2024-11-14 14:46:10,569 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-10-31 2024-11-14 14:46:10,570 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本(Oman c1预估) was last updated at 2024-11-13 2024-11-14 14:46:10,572 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-13 2024-11-14 14:46:10,574 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-13 2024-11-14 14:46:10,576 - my_logger - INFO - Column Brent c1 15:00收盘价 was last updated at 2024-10-30 2024-11-14 14:46:10,577 - my_logger - INFO - Column Brent c2 15:00收盘价 was last updated at 2024-10-30 2024-11-14 14:46:10,579 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-01 2024-11-14 14:46:10,580 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-01 2024-11-14 14:46:10,582 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-01 2024-11-14 14:46:10,583 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-01 2024-11-14 14:46:10,585 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-01 2024-11-14 14:46:10,586 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR）超季节性/4年(含今年) was last updated at 2024-11-01 2024-11-14 14:46:10,587 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-01 2024-11-14 14:46:10,589 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-01 2024-11-14 14:46:10,590 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-01 2024-11-14 14:46:10,592 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-01 2024-11-14 14:46:10,593 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-01 2024-11-14 14:46:10,594 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-01 2024-11-14 14:46:10,595 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20 2024-11-14 14:46:10,596 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21 2024-11-14 14:46:10,598 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-06 2024-11-14 14:46:10,599 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-08 2024-11-14 14:46:10,600 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-01 2024-11-14 14:46:10,601 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-01 2024-11-14 14:46:10,603 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周）超季节性/3年 was last updated at 2024-05-24 2024-11-14 14:46:10,604 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-01 2024-11-14 14:46:10,606 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04 2024-11-14 14:46:10,608 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-01 2024-11-14 14:46:10,609 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-01 2024-11-14 14:46:10,611 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24 2024-11-14 14:46:10,612 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-11-13 2024-11-14 14:46:10,613 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-11-13 2024-11-14 14:46:10,614 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-11-13 2024-11-14 14:46:10,616 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-08 2024-11-14 14:46:10,618 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-01 2024-11-14 14:46:10,619 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-01 2024-11-14 14:46:10,620 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-01 2024-11-14 14:46:10,622 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-01 2024-11-14 14:46:10,623 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-01 2024-11-14 14:46:10,625 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-01 2024-11-14 14:46:10,626 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-01 2024-11-14 14:46:10,627 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-01 2024-11-14 14:46:10,628 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-01 2024-11-14 14:46:10,629 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-01 2024-11-14 14:46:10,630 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-01 2024-11-14 14:46:10,632 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-01 2024-11-14 14:46:10,633 - my_logger - INFO - Column 美国:库存量:商业原油 was last updated at 2024-04-05 2024-11-14 14:46:10,634 - my_logger - INFO - Column 美国:库存量:商业原油:俄克拉何马库欣 was last updated at 2024-04-05 2024-11-14 14:46:10,636 - my_logger - INFO - Column 美国:库存量:原油和石油产品(不包括战略石油储备) was last updated at 2024-04-05 2024-11-14 14:46:10,637 - my_logger - INFO - Column 美国:库存量:原油和石油产品(包括战略石油储备) was last updated at 2024-04-05 2024-11-14 14:46:10,638 - my_logger - INFO - Column 美国:库存量:原油(包括战略石油储备):阿拉斯加(船上)转运 was last updated at 2024-04-05 2024-11-14 14:46:10,640 - my_logger - INFO - Column 库存:原油 was last updated at 2024-08-16 2024-11-14 14:46:10,642 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-01 2024-11-14 14:46:10,643 - my_logger - INFO - Column 全球原油海陆总量 was last updated at 2024-08-20 2024-11-14 14:46:10,644 - my_logger - INFO - Column 全球原油陆上库存 was last updated at None 2024-11-14 14:46:10,645 - my_logger - INFO - Column 全球原油浮仓(>7天) was last updated at 2024-08-20 2024-11-14 14:46:10,647 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-08 2024-11-14 14:46:10,649 - my_logger - INFO - Column 富查伊拉原油海陆库存 was last updated at 2024-07-21 2024-11-14 14:46:10,650 - my_logger - INFO - Column 富查伊拉原油陆上库存 was last updated at 2024-07-21 2024-11-14 14:46:10,651 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-01 2024-11-14 14:46:10,652 - my_logger - INFO - Column 全球海陆原油总量 was last updated at 2024-11-07 2024-11-14 14:46:10,653 - my_logger - INFO - Column 全球海上原油 was last updated at 2024-11-07 2024-11-14 14:46:10,655 - my_logger - INFO - Column 全球陆上岸罐原油库存 was last updated at 2024-11-07 2024-11-14 14:46:10,657 - my_logger - INFO - Column 全球原油浮仓总量 was last updated at 2024-11-07 2024-11-14 14:46:10,658 - my_logger - INFO - Column 全球原油陆上SPR库存 was last updated at 2024-11-07 2024-11-14 14:46:10,660 - my_logger - INFO - Column 全球原油陆上库容 was last updated at 2024-11-07 2024-11-14 14:46:10,661 - my_logger - INFO - Column 全球原油陆上库容率 was last updated at 2024-09-19 2024-11-14 14:46:10,662 - my_logger - INFO - Column 全球原油陆上商业和炼厂库存 was last updated at 2024-11-07 2024-11-14 14:46:10,663 - my_logger - INFO - Column 美国柴油总库存 was last updated at 2024-11-01 2024-11-14 14:46:10,665 - my_logger - INFO - Column 美国汽油总库存 was last updated at 2024-11-01 2024-11-14 14:46:10,666 - my_logger - INFO - Column 美国原油库欣商业库存 was last updated at 2024-11-01 2024-11-14 14:46:10,667 - my_logger - INFO - Column 美国原油商业库存 was last updated at 2024-11-01 2024-11-14 14:46:10,668 - my_logger - INFO - Column 美国原油战略库存 was last updated at 2024-11-01 2024-11-14 14:46:10,670 - my_logger - INFO - Column 美国原油总库存 was last updated at 2024-11-01 2024-11-14 14:46:10,671 - my_logger - INFO - Column 美国原油及成品油总库存 was last updated at 2024-11-01 2024-11-14 14:46:10,673 - my_logger - INFO - Column 美国原油及成品油总库存(除SPR) was last updated at 2024-11-01 2024-11-14 14:46:10,674 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-01 2024-11-14 14:46:10,675 - my_logger - INFO - Column 汽油PADD5库存 was last updated at 2024-11-01 2024-11-14 14:46:10,676 - my_logger - INFO - Column 汽油PADD4库存 was last updated at 2024-11-01 2024-11-14 14:46:10,678 - my_logger - INFO - Column 汽油PADD3库存 was last updated at 2024-11-01 2024-11-14 14:46:10,679 - my_logger - INFO - Column 汽油PADD2库存 was last updated at 2024-11-01 2024-11-14 14:46:10,680 - my_logger - INFO - Column 汽油PADD1库存 was last updated at 2024-11-01 2024-11-14 14:46:10,681 - my_logger - INFO - Column 汽油成品库存 was last updated at 2024-11-01 2024-11-14 14:46:10,683 - my_logger - INFO - Column 汽油调油组分库存 was last updated at 2024-11-01 2024-11-14 14:46:10,684 - my_logger - INFO - Column 原油PADD5商业库存 was last updated at 2024-11-01 2024-11-14 14:46:10,685 - my_logger - INFO - Column 原油PADD4商业库存 was last updated at 2024-11-01 2024-11-14 14:46:10,686 - my_logger - INFO - Column 原油PADD3商业库存 was last updated at 2024-11-01 2024-11-14 14:46:10,688 - my_logger - INFO - Column 原油PADD2商业库存 was last updated at 2024-11-01 2024-11-14 14:46:10,689 - my_logger - INFO - Column 原油PADD1商业库存 was last updated at 2024-11-01 2024-11-14 14:46:10,691 - my_logger - INFO - Column 成品油总库存 was last updated at 2024-11-01 2024-11-14 14:46:10,693 - my_logger - INFO - Column 航空燃料油总库存 was last updated at 2024-11-01 2024-11-14 14:46:10,694 - my_logger - INFO - Column 柴油PADD5库存 was last updated at 2024-11-01 2024-11-14 14:46:10,696 - my_logger - INFO - Column 柴油PADD4库存 was last updated at 2024-11-01 2024-11-14 14:46:10,697 - my_logger - INFO - Column 柴油PADD3库存 was last updated at 2024-11-01 2024-11-14 14:46:10,698 - my_logger - INFO - Column 柴油PADD2库存 was last updated at 2024-11-01 2024-11-14 14:46:10,700 - my_logger - INFO - Column 柴油PADD1库存 was last updated at 2024-11-01 2024-11-14 14:46:10,701 - my_logger - INFO - Column 中国陆上和浮仓原油总量 was last updated at 2024-11-11 2024-11-14 14:46:10,702 - my_logger - INFO - Column 中国陆上原油库容 was last updated at 2024-11-11 2024-11-14 14:46:10,703 - my_logger - INFO - Column 中国陆上原油库容率 was last updated at 2024-11-11 2024-11-14 14:46:10,705 - my_logger - INFO - Column 中国陆上原油商业库存 was last updated at 2024-11-11 2024-11-14 14:46:10,706 - my_logger - INFO - Column 中国陆上原油炼厂库存 was last updated at 2024-11-11 2024-11-14 14:46:10,708 - my_logger - INFO - Column 中国海上原油浮仓 was last updated at 2024-11-11 2024-11-14 14:46:10,710 - my_logger - INFO - Column 中国海上原油总量 was last updated at 2024-11-11 2024-11-14 14:46:10,711 - my_logger - INFO - Column 中国海陆原油总量 was last updated at 2024-11-11 2024-11-14 14:46:10,712 - my_logger - INFO - Column 中国陆上原油库存 was last updated at 2024-11-11 2024-11-14 14:46:10,713 - my_logger - INFO - Column 中国陆上原油SPR库存 was last updated at 2024-11-11 2024-11-14 14:46:10,715 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-11-14 2024-11-14 14:46:10,716 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-13 2024-11-14 14:46:10,717 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-11-13 2024-11-14 14:46:10,718 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-11-13 2024-11-14 14:46:10,720 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-11-13 2024-11-14 14:46:10,721 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-11-13 2024-11-14 14:46:10,722 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-12 2024-11-14 14:46:10,724 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-12 2024-11-14 14:46:10,726 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-11-12 2024-11-14 14:46:10,727 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-11-12 2024-11-14 14:46:10,728 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-11-12 2024-11-14 14:46:10,729 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-11-13 2024-11-14 14:46:10,731 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-11-13 2024-11-14 14:46:10,732 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-11-13 2024-11-14 14:46:10,734 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-11-13 2024-11-14 14:46:10,735 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-11-13 2024-11-14 14:46:10,736 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-11-13 2024-11-14 14:46:10,738 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-11-13 2024-11-14 14:46:10,739 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-11-13 2024-11-14 14:46:10,740 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-11-13 2024-11-14 14:46:10,742 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-11-13 2024-11-14 14:46:10,743 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-11-13 2024-11-14 14:46:10,745 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-11-13 2024-11-14 14:46:10,746 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-11-13 2024-11-14 14:46:10,748 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-11-13 2024-11-14 14:46:10,749 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-11-13 2024-11-14 14:46:10,751 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-11-13 2024-11-14 14:46:10,752 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-11-13 2024-11-14 14:46:10,753 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-11-13 2024-11-14 14:46:10,755 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-11-13 2024-11-14 14:46:10,756 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-11-12 2024-11-14 14:46:10,758 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-11-13 2024-11-14 14:46:10,759 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-13 2024-11-14 14:46:10,761 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-11-13 2024-11-14 14:46:10,763 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-11-14 2024-11-14 14:46:10,764 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-13 2024-11-14 14:46:10,765 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-11-12 2024-11-14 14:46:10,767 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-11-13 2024-11-14 14:46:10,768 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-11-13 2024-11-14 14:46:10,769 - my_logger - INFO - Column DFL was last updated at 2024-11-12 2024-11-14 14:46:10,771 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-11-13 2024-11-14 14:46:10,772 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-11-13 2024-11-14 14:46:10,773 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-11-13 2024-11-14 14:46:10,775 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-11-13 2024-11-14 14:46:10,777 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-11-13 2024-11-14 14:46:10,778 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-11-13 2024-11-14 14:46:10,779 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-11-13 2024-11-14 14:46:10,780 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-11-13 2024-11-14 14:46:10,782 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-11-13 2024-11-14 14:46:10,783 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-11-13 2024-11-14 14:46:10,784 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-13 2024-11-14 14:46:10,787 - my_logger - INFO - Column B-W价差 was last updated at 2024-11-13 2024-11-14 14:46:10,788 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-11-14 2024-11-14 14:46:10,790 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-12 2024-11-14 14:46:10,791 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-11-14 2024-11-14 14:46:10,793 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-11-14 2024-11-14 14:46:10,794 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-11-12 2024-11-14 14:46:10,795 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-12 2024-11-14 14:46:10,796 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-11-13 2024-11-14 14:46:10,797 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-11-14 2024-11-14 14:46:10,799 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-11-14 2024-11-14 14:46:10,800 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-11-13 2024-11-14 14:46:10,801 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-11-14 2024-11-14 14:46:10,803 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-11-14 2024-11-14 14:46:10,804 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-11-12 2024-11-14 14:46:10,805 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-11-12 2024-11-14 14:46:10,807 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-11-12 2024-11-14 14:46:10,809 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-11-12 2024-11-14 14:46:10,810 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-11-12 2024-11-14 14:46:10,811 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-11-12 2024-11-14 14:46:10,813 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31 2024-11-14 14:46:10,814 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-11-12 2024-11-14 14:46:10,815 - my_logger - INFO - Column 现货价:马瑞原油:山东 was last updated at 2024-11-12 2024-11-14 14:46:10,818 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-12 2024-11-14 14:46:10,819 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-13 2024-11-14 14:46:10,820 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-13 2024-11-14 14:46:10,821 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-11-13 2024-11-14 14:46:10,824 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-12 2024-11-14 14:46:10,825 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-11-13 2024-11-14 14:46:10,826 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-11-13 2024-11-14 14:46:10,828 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-11-13 2024-11-14 14:46:10,829 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-11-13 2024-11-14 14:46:10,830 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-11-13 2024-11-14 14:46:10,831 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-11-13 2024-11-14 14:46:10,833 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-01 2024-11-14 14:46:10,834 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-11-13 2024-11-14 14:46:10,835 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-05 2024-11-14 14:46:10,836 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-13 2024-11-14 14:46:10,838 - my_logger - INFO - Column Brent主力收盘价 was last updated at 2024-11-13 2024-11-14 14:46:10,840 - my_logger - INFO - Column 现货价:原油:科威特能源公司 was last updated at 2024-11-12 2024-11-14 14:46:10,842 - my_logger - INFO - Column 现货价:原油:美国西德克萨斯中级轻质原油(WTI) was last updated at 2024-11-12 2024-11-14 14:46:10,843 - my_logger - INFO - Column 现货价:原油:英国布伦特Dtd was last updated at 2024-11-12 2024-11-14 14:46:10,845 - my_logger - INFO - Column 现货价:原油(阿联酋迪拜) was last updated at 2024-11-12 2024-11-14 14:46:10,846 - my_logger - INFO - Column 现货价:原油(阿曼) was last updated at 2024-11-12 2024-11-14 14:46:10,847 - my_logger - INFO - Column 现货价:原油(马来西亚塔皮斯) was last updated at 2024-11-12 2024-11-14 14:46:10,849 - my_logger - INFO - Column 现货价:原油(印尼杜里) was last updated at 2024-11-12 2024-11-14 14:46:10,850 - my_logger - INFO - Column 现货价:原油(印尼米纳斯) was last updated at 2024-11-12 2024-11-14 14:46:10,851 - my_logger - INFO - Column 现货价:原油(印尼辛塔) was last updated at 2024-11-12 2024-11-14 14:46:10,853 - my_logger - INFO - Column 现货价:原油(中国大庆) was last updated at 2024-11-12 2024-11-14 14:46:10,854 - my_logger - INFO - Column 现货价:原油(中国胜利) was last updated at 2024-11-12 2024-11-14 14:46:10,856 - my_logger - INFO - Column OPEC:一揽子原油价格 was last updated at 2024-11-12 2024-11-14 14:46:10,858 - my_logger - INFO - Column 现货价:原油(布伦特):FOB欧洲 was last updated at 2024-11-12 2024-11-14 14:46:10,859 - my_logger - INFO - Column 现货价:原油(西德克萨斯中级轻质原油(WTI)):FOB库欣 was last updated at 2024-11-12 2024-11-14 14:46:10,860 - my_logger - INFO - Column 中国:现货领先价格:中质含硫原油 was last updated at 2024-04-03 2024-11-14 14:46:10,861 - my_logger - INFO - Column 中国:一揽子原油价格变化率 was last updated at 2024-11-11 2024-11-14 14:46:10,864 - my_logger - INFO - Column 收盘价:原油指数 was last updated at 2024-11-13 2024-11-14 14:46:10,865 - my_logger - INFO - Column 原油运输指数(BDTI) was last updated at 2024-11-12 2024-11-14 14:46:10,866 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-13 2024-11-14 14:46:10,868 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-13 2024-11-14 14:46:10,869 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-13 2024-11-14 14:46:10,871 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-13 2024-11-14 14:46:10,872 - my_logger - INFO - Column Oman FOB M2 was last updated at None 2024-11-14 14:46:10,874 - my_logger - INFO - Column Oman FOB M3 was last updated at None 2024-11-14 14:46:10,875 - my_logger - INFO - Column Oman FOB M4 was last updated at None 2024-11-14 14:46:10,877 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-13 2024-11-14 14:46:10,878 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-13 2024-11-14 14:46:10,880 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-11-11 2024-11-14 14:46:10,881 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-11-11 2024-11-14 14:46:10,882 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-11-13 2024-11-14 14:46:10,884 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-11-12 2024-11-14 14:46:10,885 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-11-13 2024-11-14 14:46:10,887 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-11-13 2024-11-14 14:46:10,888 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-11-13 2024-11-14 14:46:10,889 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-11-13 2024-11-14 14:46:10,891 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-11-13 2024-11-14 14:46:10,892 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-11-13 2024-11-14 14:46:10,894 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-11-13 2024-11-14 14:46:10,895 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-11-13 2024-11-14 14:46:10,896 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-11-13 2024-11-14 14:46:10,898 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-13 2024-11-14 14:46:10,899 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-13 2024-11-14 14:46:10,900 - my_logger - INFO - Column BRENT2410 was last updated at 2024-09-09 2024-11-14 14:46:10,902 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-11-13 2024-11-14 14:46:10,903 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-11-13 2024-11-14 14:46:10,904 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-11-14 2024-11-14 14:46:10,906 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-11-14 2024-11-14 14:46:10,908 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-11-14 2024-11-14 14:46:10,909 - my_logger - INFO - Column Brent c2 16:30收盘价 was last updated at 2024-10-30 2024-11-14 14:46:10,911 - my_logger - INFO - Column Brent c1 02:30收盘价 was last updated at 2024-10-31 2024-11-14 14:46:10,912 - my_logger - INFO - Column Brent c2 02:30收盘价 was last updated at 2024-10-31 2024-11-14 14:46:10,913 - my_logger - INFO - Column Brent c1 16:30收盘价 was last updated at 2024-10-30 2024-11-14 14:46:10,915 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-11-14 2024-11-14 14:46:10,916 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-11-14 2024-11-14 14:46:10,919 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-11-14 2024-11-14 14:46:10,920 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-11-14 2024-11-14 14:46:10,920 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-11-13 2024-11-14 14:46:10,922 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-11-13 2024-11-14 14:46:10,923 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-11-13 2024-11-14 14:46:10,926 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-11-13 2024-11-14 14:46:10,927 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-11-13 2024-11-14 14:46:10,928 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-11-13 2024-11-14 14:46:10,929 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-11-13 2024-11-14 14:46:10,931 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-11-13 2024-11-14 14:46:10,933 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-11-12 2024-11-14 14:46:10,934 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-11-13 2024-11-14 14:46:10,935 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-11-13 2024-11-14 14:46:10,936 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-11-13 2024-11-14 14:46:10,937 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-11-13 2024-11-14 14:46:10,939 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-11-13 2024-11-14 14:46:10,940 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-11-13 2024-11-14 14:46:10,942 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-11-13 2024-11-14 14:46:10,943 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-13 2024-11-14 14:46:10,944 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-11-13 2024-11-14 14:46:10,946 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-11-13 2024-11-14 14:46:10,947 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-11-13 2024-11-14 14:46:10,949 - my_logger - INFO - Column EFS c2 02:30收盘价 was last updated at 2024-10-31 2024-11-14 14:46:10,950 - my_logger - INFO - Column WTI c1 结算 was last updated at 2024-10-31 2024-11-14 14:46:10,951 - my_logger - INFO - Column WTI c2 结算 was last updated at 2024-10-31 2024-11-14 14:46:10,952 - my_logger - INFO - Column WTI c4 结算 was last updated at 2024-10-31 2024-11-14 14:46:10,954 - my_logger - INFO - Column Brent c2 结算 was last updated at 2024-10-31 2024-11-14 14:46:10,956 - my_logger - INFO - Column Brent c3 结算 was last updated at 2024-10-31 2024-11-14 14:46:10,957 - my_logger - INFO - Column Brent c4 结算 was last updated at 2024-10-31 2024-11-14 14:46:10,959 - my_logger - INFO - Column EFS c1 02:30收盘价 was last updated at 2024-10-31 2024-11-14 14:46:10,960 - my_logger - INFO - Column Brent c1 结算 was last updated at 2024-10-31 2024-11-14 14:46:10,962 - my_logger - INFO - Column WTI c3 结算 was last updated at 2024-10-31 2024-11-14 14:46:10,963 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-14 14:46:10,964 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-14 14:46:10,965 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-14 14:46:10,966 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-14 14:46:10,967 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-01 2024-11-14 14:46:10,969 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-01 2024-11-14 14:46:10,970 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-01 2024-11-14 14:46:10,971 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-01 2024-11-14 14:46:10,973 - my_logger - INFO - Column 原油：开工率：东北地区：独立炼厂（周） was last updated at 2023-03-31 2024-11-14 14:46:10,974 - my_logger - INFO - Column 原油：常减压：产能利用率：山东：独立炼厂（周） was last updated at 2024-11-08 2024-11-14 14:46:10,976 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-08 2024-11-14 14:46:10,977 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-01 2024-11-14 14:46:10,978 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-01 2024-11-14 14:46:10,980 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-08 2024-11-14 14:46:10,981 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-01 2024-11-14 14:46:10,982 - my_logger - INFO - Column 原油：常减压：独立炼厂：产能利用率：中国（周） was last updated at 2024-11-01 2024-11-14 14:46:10,983 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-08 2024-11-14 14:46:10,985 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-01 2024-11-14 14:46:10,985 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-01 2024-11-14 14:46:10,988 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-01 2024-11-14 14:46:10,989 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-08 2024-11-14 14:46:10,991 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-08 2024-11-14 14:46:10,993 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-08 2024-11-14 14:46:10,994 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-08 2024-11-14 14:46:10,995 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-08 2024-11-14 14:46:10,996 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-08 2024-11-14 14:46:10,997 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-08 2024-11-14 14:46:10,999 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-08 2024-11-14 14:46:11,000 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-08 2024-11-14 14:46:11,001 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-08 2024-11-14 14:46:11,002 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-08 2024-11-14 14:46:11,003 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-08 2024-11-14 14:46:11,005 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-08 2024-11-14 14:46:11,006 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-08 2024-11-14 14:46:11,009 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-08 2024-11-14 14:46:11,010 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-08 2024-11-14 14:46:11,012 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-08 2024-11-14 14:46:11,013 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-08 2024-11-14 14:46:11,014 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-08 2024-11-14 14:46:11,015 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-08 2024-11-14 14:46:11,017 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-08 2024-11-14 14:46:11,017 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27 2024-11-14 14:46:11,019 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-08 2024-11-14 14:46:11,020 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-08 2024-11-14 14:46:11,021 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-08 2024-11-14 14:46:11,023 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-01 2024-11-14 14:46:11,025 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-08 2024-11-14 14:46:11,027 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-01 2024-11-14 14:46:11,030 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-08 2024-11-14 14:46:11,031 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-01 2024-11-14 14:46:11,032 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-01 2024-11-14 14:46:11,034 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-08 2024-11-14 14:46:11,035 - my_logger - INFO - Column 美国:企业债利差:美银美国高收益CCC或以下级企业债期权调整利差 was last updated at 2024-10-31 2024-11-14 14:46:11,036 - my_logger - INFO - Column 钻机数量:美国:当周值 was last updated at 2024-04-05 2024-11-14 14:46:11,038 - my_logger - INFO - Column 钻机数量:加拿大:当周值 was last updated at 2024-04-05 2024-11-14 14:46:11,039 - my_logger - INFO - Column 美国:产量:原油 was last updated at 2024-10-11 2024-11-14 14:46:11,041 - my_logger - INFO - Column 美国可利用天然气库存（48州合计） was last updated at 2024-11-01 2024-11-14 14:46:11,042 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-08 2024-11-14 14:46:11,043 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-01 2024-11-14 14:46:11,044 - my_logger - INFO - Column 美国车用汽油混合成分净投入量 was last updated at 2024-11-01 2024-11-14 14:46:11,046 - my_logger - INFO - Column 航空燃料油产量 was last updated at 2024-11-01 2024-11-14 14:46:11,047 - my_logger - INFO - Column 柴油产量 was last updated at 2024-11-01 2024-11-14 14:46:11,048 - my_logger - INFO - Column 汽油产量 was last updated at 2024-11-01 2024-11-14 14:46:11,050 - my_logger - INFO - Column 美国原油周度产量 was last updated at 2024-11-01 2024-11-14 14:46:11,051 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-01 2024-11-14 14:46:11,052 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-01 2024-11-14 14:46:11,053 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-01 2024-11-14 14:46:11,055 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-01 2024-11-14 14:46:11,057 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-01 2024-11-14 14:46:11,058 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-01 2024-11-14 14:46:11,059 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-01 2024-11-14 14:46:11,060 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-01 2024-11-14 14:46:11,062 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-01 2024-11-14 14:46:11,063 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-01 2024-11-14 14:46:11,065 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-01 2024-11-14 14:46:11,066 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-11-12 2024-11-14 14:46:11,067 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-11-12 2024-11-14 14:46:11,068 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-01 2024-11-14 14:46:11,070 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-01 2024-11-14 14:46:11,072 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-01 2024-11-14 14:46:11,074 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-01 2024-11-14 14:46:11,075 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-01 2024-11-14 14:46:11,076 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-01 2024-11-14 14:46:11,078 - my_logger - INFO - Column 全球原油海上总量 was last updated at 2024-08-20 2024-11-14 14:46:11,079 - my_logger - INFO - Column Kpler-OPEC+ （除OPEC）原油海运周度出口 was last updated at None 2024-11-14 14:46:11,080 - my_logger - INFO - Column Kpler-俄罗斯原油海运周度出口 was last updated at 2024-08-19 2024-11-14 14:46:11,082 - my_logger - INFO - Column 伊朗原油周度出口（含暗船） was last updated at 2024-08-19 2024-11-14 14:46:11,083 - my_logger - INFO - Column Kpler-美国原油进口（周度） was last updated at 2024-08-25 2024-11-14 14:46:11,085 - my_logger - INFO - Column Kpler-美国原油出口（周度） was last updated at 2024-08-25 2024-11-14 14:46:11,086 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25 2024-11-14 14:46:11,087 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,089 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,091 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,092 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,093 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,094 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,096 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,097 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,098 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,100 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,101 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,102 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,104 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,106 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,107 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,109 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,110 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27 2024-11-14 14:46:11,111 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,112 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,114 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,115 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,117 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,118 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28 2024-11-14 14:46:11,119 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,120 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,122 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,123 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,125 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,125 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,127 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,129 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,130 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,131 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,132 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,134 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-10-20 2024-11-14 14:46:11,135 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,136 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,137 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,138 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,140 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,141 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,142 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,144 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,145 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,146 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,148 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-03 2024-11-14 14:46:11,149 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,150 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,152 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,153 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,154 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,156 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-10-27 2024-11-14 14:46:11,157 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,158 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,160 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,161 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,162 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-10-27 2024-11-14 14:46:11,163 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,165 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,167 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,168 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,170 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-10-27 2024-11-14 14:46:11,171 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,173 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,174 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,176 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,177 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,178 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,179 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,181 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,183 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,185 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,186 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,188 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,190 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,192 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,193 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,195 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,196 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,198 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,199 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-03 2024-11-14 14:46:11,200 - my_logger - INFO - Column 航空燃料油周度净进口 was last updated at 2024-11-01 2024-11-14 14:46:11,202 - my_logger - INFO - Column 航空燃料油周度出口 was last updated at 2024-11-01 2024-11-14 14:46:11,203 - my_logger - INFO - Column 航空燃料油周度进口 was last updated at 2024-11-01 2024-11-14 14:46:11,204 - my_logger - INFO - Column 柴油周度净进口 was last updated at 2024-11-01 2024-11-14 14:46:11,206 - my_logger - INFO - Column 柴油周度出口 was last updated at 2024-11-01 2024-11-14 14:46:11,208 - my_logger - INFO - Column 柴油周度进口 was last updated at 2024-11-01 2024-11-14 14:46:11,209 - my_logger - INFO - Column 汽油周度净进口 was last updated at 2024-11-01 2024-11-14 14:46:11,211 - my_logger - INFO - Column 汽油周度出口 was last updated at 2024-11-01 2024-11-14 14:46:11,212 - my_logger - INFO - Column 汽油周度进口 was last updated at 2024-11-01 2024-11-14 14:46:11,213 - my_logger - INFO - Column 原油周度净进口 was last updated at 2024-11-01 2024-11-14 14:46:11,214 - my_logger - INFO - Column 原油周度出口 was last updated at 2024-11-01 2024-11-14 14:46:11,217 - my_logger - INFO - Column 原油周度进口 was last updated at 2024-11-01 2024-11-14 14:46:11,218 - my_logger - INFO - Column 成品油周度净进口 was last updated at 2024-11-01 2024-11-14 14:46:11,219 - my_logger - INFO - Column 成品油周度出口 was last updated at 2024-11-01 2024-11-14 14:46:11,221 - my_logger - INFO - Column 成品油周度进口 was last updated at 2024-11-01 2024-11-14 14:46:11,223 - my_logger - INFO - Column 原油和成品油周度净进口 was last updated at 2024-11-01 2024-11-14 14:46:11,224 - my_logger - INFO - Column 原油和成品油周度出口 was last updated at 2024-11-01 2024-11-14 14:46:11,226 - my_logger - INFO - Column 原油和成品油周度进口 was last updated at 2024-11-01 2024-11-14 14:46:11,228 - my_logger - INFO - Column Kpler-沙特原油出口 was last updated at 2024-08-19 2024-11-14 14:46:11,229 - my_logger - INFO - Column Saudi was last updated at 2024-08-19 2024-11-14 14:46:11,230 - my_logger - INFO - Column Saudi-Kuwaiti Neutral Zone was last updated at 2024-08-19 2024-11-14 14:46:11,232 - my_logger - INFO - Column Kpler-OPEC+原油海运出口 was last updated at 2024-08-19 2024-11-14 14:46:11,233 - my_logger - INFO - Column Kpler-OPEC+（除OPEC）原油海运出口 was last updated at 2024-08-19 2024-11-14 14:46:11,234 - my_logger - INFO - Column Kpler-OPEC原油海运出口 was last updated at 2024-08-19 2024-11-14 14:46:11,235 - my_logger - INFO - Column Kpler-OPEC中东原油海运出口 was last updated at 2024-08-19 2024-11-14 14:46:11,236 - my_logger - INFO - Column iraq was last updated at 2024-08-19 2024-11-14 14:46:11,238 - my_logger - INFO - Column Kpler-阿联酋原油海运出口 was last updated at 2024-08-19 2024-11-14 14:46:11,240 - my_logger - INFO - Column Kpler-科威特原油海运出口 was last updated at 2024-08-19 2024-11-14 14:46:11,241 - my_logger - INFO - Column Nigeria was last updated at 2024-08-19 2024-11-14 14:46:11,243 - my_logger - INFO - Column Brazil was last updated at 2024-08-19 2024-11-14 14:46:11,244 - my_logger - INFO - Column Mexico was last updated at 2024-08-19 2024-11-14 14:46:11,245 - my_logger - INFO - Column Iran was last updated at 2024-08-19 2024-11-14 14:46:11,247 - my_logger - INFO - Column Oman was last updated at 2024-08-19 2024-11-14 14:46:11,248 - my_logger - INFO - Column Libya was last updated at 2024-08-19 2024-11-14 14:46:11,249 - my_logger - INFO - Column Venezuela was last updated at 2024-08-19 2024-11-14 14:46:11,251 - my_logger - INFO - Column Algeria was last updated at 2024-08-19 2024-11-14 14:46:11,253 - my_logger - INFO - Column Malaysia was last updated at 2024-08-19 2024-11-14 14:46:11,254 - my_logger - INFO - Column Republic of the Congo was last updated at 2024-08-19 2024-11-14 14:46:11,256 - my_logger - INFO - Column Gabon was last updated at 2024-08-19 2024-11-14 14:46:11,257 - my_logger - INFO - Column Sudan was last updated at 2024-08-19 2024-11-14 14:46:11,258 - my_logger - INFO - Column Equatorial Guinea was last updated at 2024-08-19 2024-11-14 14:46:11,260 - my_logger - INFO - Column Brunei was last updated at 2024-08-19 2024-11-14 14:46:11,261 - my_logger - INFO - Column Kazakhstan was last updated at 2024-08-19 2024-11-14 14:46:11,262 - my_logger - INFO - Column 美国原油海运出口 was last updated at 2024-08-19 2024-11-14 14:46:11,263 - my_logger - INFO - Column 美国原油出口—其他区域 was last updated at 2024-07-28 2024-11-14 14:46:11,264 - my_logger - INFO - Column 美国原油出口至大洋洲 was last updated at 2024-07-28 2024-11-14 14:46:11,266 - my_logger - INFO - Column 美国原油出口至非洲 was last updated at 2024-07-28 2024-11-14 14:46:11,267 - my_logger - INFO - Column 美国原油出口至亚洲 was last updated at 2024-07-28 2024-11-14 14:46:11,268 - my_logger - INFO - Column 美国原油出口至中国 was last updated at 2024-05-26 2024-11-14 14:46:11,269 - my_logger - INFO - Column 美国原油出口至美洲地区 was last updated at 2024-07-28 2024-11-14 14:46:11,271 - my_logger - INFO - Column 美国原油出口至欧洲 was last updated at 2024-07-28 2024-11-14 14:46:11,273 - my_logger - INFO - Column 德国原油海运进口 was last updated at 2024-08-12 2024-11-14 14:46:11,274 - my_logger - INFO - Column 欧洲原油海运进口 was last updated at 2024-08-12 2024-11-14 14:46:11,275 - my_logger - INFO - Column 印度原油海运进口 was last updated at 2024-08-12 2024-11-14 14:46:11,277 - my_logger - INFO - Column 中国原油海运进口 was last updated at 2024-08-12 2024-11-14 14:46:11,278 - my_logger - INFO - Column 印度成品油海运进口 was last updated at 2024-07-21 2024-11-14 14:46:11,279 - my_logger - INFO - Column 中国汽油海运进口 was last updated at 2024-07-21 2024-11-14 14:46:11,281 - my_logger - INFO - Column 印度柴油海运进口 was last updated at 2024-07-21 2024-11-14 14:46:11,283 - my_logger - INFO - Column 印度汽油海运进口 was last updated at 2024-07-21 2024-11-14 14:46:11,284 - my_logger - INFO - Column 中国柴油海运进口 was last updated at 2024-07-21 2024-11-14 14:46:11,285 - my_logger - INFO - Column 中国成品油海运进口 was last updated at 2024-07-21 2024-11-14 14:46:11,287 - my_logger - INFO - Column 欧洲航煤海运进口 was last updated at 2024-07-21 2024-11-14 14:46:11,288 - my_logger - INFO - Column 欧洲燃料油海运进口 was last updated at 2024-07-21 2024-11-14 14:46:11,290 - my_logger - INFO - Column 欧洲石脑油海运进口 was last updated at 2024-07-21 2024-11-14 14:46:11,291 - my_logger - INFO - Column 欧洲汽油海运进口 was last updated at 2024-07-21 2024-11-14 14:46:11,292 - my_logger - INFO - Column 欧洲柴油海运进口 was last updated at 2024-07-21 2024-11-14 14:46:11,294 - my_logger - INFO - Column 欧洲成品油海运进口 was last updated at 2024-07-21 2024-11-14 14:46:11,295 - my_logger - INFO - Column 美国汽油海运出口 was last updated at 2024-08-12 2024-11-14 14:46:11,296 - my_logger - INFO - Column 俄罗斯柴油海运出口 was last updated at 2024-08-12 2024-11-14 14:46:11,297 - my_logger - INFO - Column 俄罗斯成品油海运出口 was last updated at 2024-08-12 2024-11-14 14:46:11,298 - my_logger - INFO - Column 美国柴油海运出口 was last updated at 2024-08-12 2024-11-14 14:46:11,300 - my_logger - INFO - Column 美国成品油海运出口 was last updated at 2024-08-12 2024-11-14 14:46:11,301 - my_logger - INFO - Column 俄罗斯汽油海运出口 was last updated at 2024-08-12 2024-11-14 14:46:11,302 - my_logger - INFO - Column 美国原油净出口 was last updated at 2024-03-24 2024-11-14 14:46:11,304 - my_logger - INFO - Column 10年期美国国债收益率 was last updated at 2024-11-12 2024-11-14 14:46:11,306 - my_logger - INFO - Column 2年期美国国债收益率 was last updated at 2024-11-12 2024-11-14 14:46:11,307 - my_logger - INFO - Column 美元指数 was last updated at 2024-04-10 2024-11-14 14:46:11,309 - my_logger - INFO - Column 期货收盘价(活跃合约):COMEX黄金 was last updated at 2024-04-10 2024-11-14 14:46:11,310 - my_logger - INFO - Column 伦敦现货白银:以美元计价 was last updated at 2024-04-10 2024-11-14 14:46:11,312 - my_logger - INFO - Column 现货结算价:LME铜 was last updated at 2024-04-09 2024-11-14 14:46:11,312 - my_logger - INFO - Column 中国沿海散货运价指数:原油 was last updated at None 2024-11-14 14:46:11,315 - my_logger - INFO - Column 海上丝绸之路进口原油运价指数:原油(265000MT):中东湾拉斯坦努拉-中国宁波 was last updated at None 2024-11-14 14:46:11,316 - my_logger - INFO - Column 海上丝绸之路进口原油运价指数 was last updated at None 2024-11-14 14:46:11,318 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-11-13 2024-11-14 14:46:11,319 - my_logger - INFO - Column 西北欧陆上原油库存和浮仓总量 was last updated at 2024-10-14 2024-11-14 14:46:11,321 - my_logger - INFO - Column 西北欧陆上原油浮仓 was last updated at 2024-10-14 2024-11-14 14:46:11,322 - my_logger - INFO - Column 英国陆上原油库存 was last updated at 2024-10-14 2024-11-14 14:46:11,323 - my_logger - INFO - Column 瑞典陆上原油库存 was last updated at 2024-10-14 2024-11-14 14:46:11,326 - my_logger - INFO - Column 西班牙陆上原油库存 was last updated at 2024-10-14 2024-11-14 14:46:11,327 - my_logger - INFO - Column 葡萄牙陆上原油库存 was last updated at 2024-10-14 2024-11-14 14:46:11,328 - my_logger - INFO - Column 波兰陆上原油库存 was last updated at 2024-10-14 2024-11-14 14:46:11,329 - my_logger - INFO - Column 挪威陆上原油库存 was last updated at 2024-10-14 2024-11-14 14:46:11,331 - my_logger - INFO - Column 荷兰陆上原油库存 was last updated at 2024-10-14 2024-11-14 14:46:11,332 - my_logger - INFO - Column 立陶宛陆上原油库存 was last updated at 2024-10-14 2024-11-14 14:46:11,333 - my_logger - INFO - Column 爱尔兰陆上原油库存 was last updated at 2024-10-14 2024-11-14 14:46:11,334 - my_logger - INFO - Column 德国陆上原油库存 was last updated at 2024-10-14 2024-11-14 14:46:11,336 - my_logger - INFO - Column 法国陆上原油库存 was last updated at 2024-10-14 2024-11-14 14:46:11,337 - my_logger - INFO - Column 丹麦陆上原油库存 was last updated at 2024-10-14 2024-11-14 14:46:11,338 - my_logger - INFO - Column 比利时陆上原油库存 was last updated at 2024-10-14 2024-11-14 14:46:11,340 - my_logger - INFO - Column 西北欧陆上原油SPR库存 was last updated at 2024-10-14 2024-11-14 14:46:11,341 - my_logger - INFO - Column 西北欧陆上原油炼厂库存 was last updated at 2024-10-14 2024-11-14 14:46:11,343 - my_logger - INFO - Column 西北欧陆上原油商业库存 was last updated at 2024-10-14 2024-11-14 14:46:11,344 - my_logger - INFO - Column 西北欧陆上原油库容 was last updated at 2024-10-14 2024-11-14 14:46:11,345 - my_logger - INFO - Column 西北欧陆上原油库存 was last updated at 2024-10-14 2024-11-14 14:46:11,346 - my_logger - INFO - Column ovx index was last updated at 2024-11-13 2024-11-14 14:46:11,347 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-13 2024-11-14 14:46:11,349 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-13 2024-11-14 14:46:11,350 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-13 2024-11-14 14:46:11,352 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-13 2024-11-14 14:46:11,353 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-01 2024-11-14 14:46:11,355 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-05 2024-11-14 14:46:11,357 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-05 2024-11-14 14:46:11,359 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-05 2024-11-14 14:46:11,361 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-12 2024-11-14 14:46:11,362 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-13 2024-11-14 14:46:11,363 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-13 2024-11-14 14:46:11,367 - my_logger - INFO - 删除两月不更新特征前数据量：(2510, 930) 2024-11-14 14:46:12,425 - my_logger - INFO - 删除两月不更新特征后数据量：(2510, 635) 2024-11-14 14:46:12,430 - my_logger - INFO - 删除预测列为空值的行后数据量：(1776, 635) 2024-11-14 14:46:12,434 - my_logger - INFO - 删除全为空值的列后数据量：(1776, 557) 2024-11-14 14:46:17,509 - my_logger - INFO - Libya列数据为空 2024-11-14 14:46:17,510 - my_logger - INFO - Malaysia列数据为空 2024-11-14 14:46:17,881 - my_logger - INFO - 日度(357) 周度(197) 0 西北欧炼厂加工Brent原油CDU利润 EIA美国油品需求 1 美墨湾炼厂加工WTI原油CDU利润 中国汽柴油表需 2 新加坡炼厂加工Dubai原油CDU利润 DOE-美国汽油产量超季节性/3年 3 西北欧炼厂加工Brent原油CDU利润 M2 美国汽油表需（周度） 4 美墨湾炼厂加工WTI原油CDU利润 M2 美国汽油产量（周度） .. ... ... 352 C2403150124 353 FVHCM1 INDEX 354 lmcads03 lme comdty 355 GC1 COMB Comdty 356 C2404167855 [357 rows x 2 columns] 2024-11-14 14:46:17,894 - my_logger - INFO - 特征信息：总共有554个,日度(357),周度(197), 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： 2024-11-14 14:46:17,896 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-14 14:46:19,382 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', y = '72.53' WHERE ds = '2024-11-13 00:00:00' 2024-11-14 14:46:19,388 - my_logger - INFO - 开始训练模型... 2024-11-14 14:46:19,408 - my_logger - INFO - Training set head: 2024-11-14 14:46:19,409 - my_logger - INFO - ds EIA美国油品需求 中国汽柴油表需 DOE-美国汽油产量超季节性/3年 ... is_quarter_end is_year_start is_year_end unique_id 2508 2018-01-02 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 2507 2018-01-03 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 2506 2018-01-04 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 2505 2018-01-05 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 2502 2018-01-08 37951.0 732.4702 205.1905 ... 0.0 0.0 0.0 1 [5 rows x 572 columns] 2024-11-14 14:46:19,623 - my_logger - INFO - Testing set head: 2024-11-14 14:46:19,624 - my_logger - INFO - ds EIA美国油品需求 中国汽柴油表需 DOE-美国汽油产量超季节性/3年 ... is_quarter_end is_year_start is_year_end unique_id 2004 2019-05-21 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 2003 2019-05-22 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 2002 2019-05-23 36227.0 732.4702 -174.6190 ... 0.0 0.0 0.0 1 2001 2019-05-24 38186.0 732.4702 -343.0476 ... 0.0 0.0 0.0 1 1998 2019-05-27 38186.0 732.4702 -343.0476 ... 0.0 0.0 0.0 1 [5 rows x 572 columns] 2024-11-14 15:40:22,452 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 15:40:22,454 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 15:45:42,650 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 15:45:42,651 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 15:55:48,759 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 15:55:48,760 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 15:58:53,060 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 15:58:53,061 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 16:02:59,868 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 16:02:59,869 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 16:10:20,115 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 16:10:20,117 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 16:12:39,812 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 16:12:39,813 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 16:15:46,810 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 16:15:46,811 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 16:17:11,866 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:17:14,539 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:17:17,569 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:17:19,823 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-14 16:17:21,303 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:17:22,468 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:17:23,392 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:17:23,915 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:17:24,431 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:19:34,246 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 16:19:34,247 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 16:19:56,213 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:19:56,216 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:19:56,218 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:19:56,220 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-14 16:19:56,222 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:19:56,224 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:19:56,227 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:19:56,229 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:19:56,231 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:19:56,233 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,236 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,239 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,241 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:19:56,243 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:19:56,246 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:19:56,247 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,250 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,252 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,254 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,256 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,259 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,261 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,263 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,265 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,267 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,268 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,270 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,272 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,274 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,276 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,278 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,281 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,283 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,285 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,287 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,290 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,292 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,294 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,296 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,298 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,300 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,302 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,304 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,306 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,308 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,310 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,312 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,314 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,316 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,318 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,319 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,323 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,325 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,327 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,329 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,331 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,333 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,335 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,337 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,339 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,341 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,344 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:19:56,347 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,349 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,351 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:19:56,352 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,354 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,356 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:19:56,358 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-01 2024-11-14 16:19:56,360 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-08 2024-11-14 16:19:56,363 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10 2024-11-14 16:19:56,366 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-01 2024-11-14 16:19:56,369 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-01 2024-11-14 16:19:56,371 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-01 2024-11-14 16:19:56,374 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:19:56,376 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:19:56,378 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:19:56,380 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-01 2024-11-14 16:19:56,382 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04 2024-11-14 16:19:56,383 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04 2024-11-14 16:19:56,385 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-01 2024-11-14 16:19:56,387 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-01 2024-11-14 16:19:56,389 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-01 2024-11-14 16:19:56,391 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-01 2024-11-14 16:19:56,394 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-01 2024-11-14 16:19:56,396 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-01 2024-11-14 16:19:56,398 - my_logger - INFO - Column 山东地炼厂常减压开工率 was last updated at 2024-11-13 2024-11-14 16:19:56,399 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:19:56,402 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:19:56,404 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:19:56,405 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:19:56,408 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:19:56,409 - my_logger - INFO - Column 美国:炼油厂:产能利用率 was last updated at 2024-04-05 2024-11-14 16:19:56,411 - my_logger - INFO - Column 炼油厂开工率:山东地炼 was last updated at 2024-04-18 2024-11-14 16:19:56,413 - my_logger - INFO - Column 中国:产能利用率:成品油:独立炼厂 was last updated at 2024-04-18 2024-11-14 16:19:56,415 - my_logger - INFO - Column 中国:产能利用率:成品油:主营炼厂 was last updated at 2024-04-04 2024-11-14 16:19:56,417 - my_logger - INFO - Column 山东:产能利用率:成品油:独立炼厂 was last updated at 2024-04-04 2024-11-14 16:19:56,419 - my_logger - INFO - Column 炼油厂可运营能力利用率:美国 was last updated at 2024-04-05 2024-11-14 16:19:56,421 - my_logger - INFO - Column 美国:炼油厂:用于精炼的净原油投入量 was last updated at 2024-04-05 2024-11-14 16:19:56,423 - my_logger - INFO - Column 美国:炼油厂:用于提炼的总投入量 was last updated at 2024-04-05 2024-11-14 16:19:56,425 - my_logger - INFO - Column 美国:炼油厂:理论可提炼原油量 was last updated at 2024-04-05 2024-11-14 16:19:56,427 - my_logger - INFO - Column 美国:炼油厂:开工率 was last updated at 2024-04-05 2024-11-14 16:19:56,430 - my_logger - INFO - Column 中国:执行航班:国内航班(不含港澳台) was last updated at 2024-04-10 2024-11-14 16:19:56,432 - my_logger - INFO - Column 中国:执行航班:港澳台航班 was last updated at 2024-04-08 2024-11-14 16:19:56,434 - my_logger - INFO - Column 中国:执行航班:国际航班 was last updated at 2024-04-10 2024-11-14 16:19:56,436 - my_logger - INFO - Column 执行航班:美国:国内航班 was last updated at 2024-04-10 2024-11-14 16:19:56,438 - my_logger - INFO - Column 执行航班:美国:国际航班 was last updated at 2024-04-10 2024-11-14 16:19:56,440 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-01 2024-11-14 16:19:56,442 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-01 2024-11-14 16:19:56,444 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24 2024-11-14 16:19:56,445 - my_logger - INFO - Column 美国成品油周度表需 was last updated at 2024-11-01 2024-11-14 16:19:56,447 - my_logger - INFO - Column 美国航空燃料油周度表需 was last updated at 2024-11-01 2024-11-14 16:19:56,450 - my_logger - INFO - Column 美国其他油品周度表需 was last updated at 2024-11-01 2024-11-14 16:19:56,452 - my_logger - INFO - Column 美国汽油周度表需 was last updated at 2024-11-01 2024-11-14 16:19:56,454 - my_logger - INFO - Column 美国燃料油周度表需 was last updated at 2024-11-01 2024-11-14 16:19:56,456 - my_logger - INFO - Column 美国原油炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:19:56,458 - my_logger - INFO - Column 美国丙烷和丙烯周度表需 was last updated at 2024-11-01 2024-11-14 16:19:56,461 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31 2024-11-14 16:19:56,463 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:19:56,465 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:19:56,467 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:19:56,469 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:19:56,472 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:19:56,473 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:19:56,475 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-13 2024-11-14 16:19:56,477 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-13 2024-11-14 16:19:56,479 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-13 2024-11-14 16:19:56,481 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-13 2024-11-14 16:19:56,483 - my_logger - INFO - Column 原油PADD5炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:19:56,486 - my_logger - INFO - Column 原油PADD4炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:19:56,488 - my_logger - INFO - Column 原油PADD3炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:19:56,491 - my_logger - INFO - Column 原油PADD2炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:19:56,493 - my_logger - INFO - Column 原油PADD1炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:23:18,508 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 16:23:18,508 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 16:23:40,586 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:23:40,588 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:23:40,590 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:23:40,592 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-14 16:23:40,594 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:23:40,596 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:23:40,598 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:23:40,600 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:23:40,602 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:23:40,604 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,606 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,608 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,610 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:23:40,612 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:23:40,614 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:23:40,616 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,619 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,622 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,624 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,626 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,628 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,630 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,633 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,635 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,637 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,639 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,641 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,643 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,645 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,647 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,649 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,651 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,654 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,656 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,658 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,660 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,662 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,664 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,666 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,669 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,671 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,674 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,675 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,677 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,679 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,681 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,683 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,686 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,689 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,691 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,693 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,696 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,698 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,700 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,702 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,704 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,707 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,709 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,711 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,713 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,715 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,717 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:23:40,720 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,722 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,724 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:23:40,727 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,729 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,731 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:23:40,734 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-01 2024-11-14 16:23:40,736 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-08 2024-11-14 16:23:40,738 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10 2024-11-14 16:23:40,741 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-01 2024-11-14 16:23:40,743 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-01 2024-11-14 16:23:40,745 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-01 2024-11-14 16:23:40,747 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:23:40,749 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:23:40,752 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:23:40,754 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-01 2024-11-14 16:23:40,756 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04 2024-11-14 16:23:40,758 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04 2024-11-14 16:23:40,760 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-01 2024-11-14 16:23:40,761 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-01 2024-11-14 16:23:40,764 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-01 2024-11-14 16:23:40,766 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-01 2024-11-14 16:23:40,768 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-01 2024-11-14 16:23:40,770 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-01 2024-11-14 16:23:40,773 - my_logger - INFO - Column 山东地炼厂常减压开工率 was last updated at 2024-11-13 2024-11-14 16:23:40,775 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:23:40,777 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:23:40,779 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:23:40,780 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:23:40,783 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:23:40,785 - my_logger - INFO - Column 美国:炼油厂:产能利用率 was last updated at 2024-04-05 2024-11-14 16:23:40,788 - my_logger - INFO - Column 炼油厂开工率:山东地炼 was last updated at 2024-04-18 2024-11-14 16:23:40,790 - my_logger - INFO - Column 中国:产能利用率:成品油:独立炼厂 was last updated at 2024-04-18 2024-11-14 16:23:40,792 - my_logger - INFO - Column 中国:产能利用率:成品油:主营炼厂 was last updated at 2024-04-04 2024-11-14 16:23:40,794 - my_logger - INFO - Column 山东:产能利用率:成品油:独立炼厂 was last updated at 2024-04-04 2024-11-14 16:23:40,796 - my_logger - INFO - Column 炼油厂可运营能力利用率:美国 was last updated at 2024-04-05 2024-11-14 16:23:40,799 - my_logger - INFO - Column 美国:炼油厂:用于精炼的净原油投入量 was last updated at 2024-04-05 2024-11-14 16:23:40,801 - my_logger - INFO - Column 美国:炼油厂:用于提炼的总投入量 was last updated at 2024-04-05 2024-11-14 16:23:40,803 - my_logger - INFO - Column 美国:炼油厂:理论可提炼原油量 was last updated at 2024-04-05 2024-11-14 16:23:40,805 - my_logger - INFO - Column 美国:炼油厂:开工率 was last updated at 2024-04-05 2024-11-14 16:23:40,807 - my_logger - INFO - Column 中国:执行航班:国内航班(不含港澳台) was last updated at 2024-04-10 2024-11-14 16:23:40,809 - my_logger - INFO - Column 中国:执行航班:港澳台航班 was last updated at 2024-04-08 2024-11-14 16:23:40,810 - my_logger - INFO - Column 中国:执行航班:国际航班 was last updated at 2024-04-10 2024-11-14 16:23:40,813 - my_logger - INFO - Column 执行航班:美国:国内航班 was last updated at 2024-04-10 2024-11-14 16:23:40,815 - my_logger - INFO - Column 执行航班:美国:国际航班 was last updated at 2024-04-10 2024-11-14 16:23:40,817 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-01 2024-11-14 16:23:40,820 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-01 2024-11-14 16:23:40,822 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24 2024-11-14 16:23:40,824 - my_logger - INFO - Column 美国成品油周度表需 was last updated at 2024-11-01 2024-11-14 16:23:40,826 - my_logger - INFO - Column 美国航空燃料油周度表需 was last updated at 2024-11-01 2024-11-14 16:23:40,828 - my_logger - INFO - Column 美国其他油品周度表需 was last updated at 2024-11-01 2024-11-14 16:23:40,830 - my_logger - INFO - Column 美国汽油周度表需 was last updated at 2024-11-01 2024-11-14 16:23:40,832 - my_logger - INFO - Column 美国燃料油周度表需 was last updated at 2024-11-01 2024-11-14 16:23:40,836 - my_logger - INFO - Column 美国原油炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:23:40,838 - my_logger - INFO - Column 美国丙烷和丙烯周度表需 was last updated at 2024-11-01 2024-11-14 16:23:40,841 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31 2024-11-14 16:23:40,843 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:23:40,845 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:23:40,847 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:23:40,849 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:23:40,851 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:23:40,853 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:23:40,855 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-13 2024-11-14 16:23:40,857 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-13 2024-11-14 16:23:40,858 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-13 2024-11-14 16:23:40,861 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-13 2024-11-14 16:23:40,864 - my_logger - INFO - Column 原油PADD5炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:23:40,866 - my_logger - INFO - Column 原油PADD4炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:23:40,868 - my_logger - INFO - Column 原油PADD3炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:23:40,870 - my_logger - INFO - Column 原油PADD2炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:23:40,872 - my_logger - INFO - Column 原油PADD1炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:24:38,369 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 16:24:38,369 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 16:25:00,550 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:25:00,553 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:25:00,555 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:25:00,557 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-14 16:25:00,559 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:25:00,560 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:25:00,562 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:25:00,564 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:25:00,567 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:25:00,569 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,572 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,574 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,576 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:25:00,577 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:25:00,579 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:25:00,582 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,585 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,587 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,589 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,591 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,592 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,594 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,596 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,599 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,601 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,604 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,606 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,609 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,611 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,613 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,615 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,618 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,620 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,622 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,624 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,626 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,628 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,631 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,632 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,635 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,638 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,640 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,642 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,643 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,645 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,648 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,650 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,652 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,654 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,656 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,658 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,660 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,662 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,664 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,667 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,669 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,670 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,672 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,674 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,676 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,678 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,681 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:25:00,683 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,685 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,688 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:25:00,690 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,692 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,694 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:25:00,696 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-01 2024-11-14 16:25:00,699 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-08 2024-11-14 16:25:00,700 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10 2024-11-14 16:25:00,703 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-01 2024-11-14 16:25:00,705 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-01 2024-11-14 16:25:00,707 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-01 2024-11-14 16:25:00,709 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:25:00,712 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:25:00,715 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:25:00,717 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-01 2024-11-14 16:25:00,719 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04 2024-11-14 16:25:00,721 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04 2024-11-14 16:25:00,723 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-01 2024-11-14 16:25:00,726 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-01 2024-11-14 16:25:00,728 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-01 2024-11-14 16:25:00,730 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-01 2024-11-14 16:25:00,731 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-01 2024-11-14 16:25:00,734 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-01 2024-11-14 16:25:00,736 - my_logger - INFO - Column 山东地炼厂常减压开工率 was last updated at 2024-11-13 2024-11-14 16:25:00,739 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:25:00,741 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:25:00,743 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:25:00,745 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:25:00,747 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:25:00,748 - my_logger - INFO - Column 美国:炼油厂:产能利用率 was last updated at 2024-04-05 2024-11-14 16:25:00,750 - my_logger - INFO - Column 炼油厂开工率:山东地炼 was last updated at 2024-04-18 2024-11-14 16:25:00,752 - my_logger - INFO - Column 中国:产能利用率:成品油:独立炼厂 was last updated at 2024-04-18 2024-11-14 16:25:00,755 - my_logger - INFO - Column 中国:产能利用率:成品油:主营炼厂 was last updated at 2024-04-04 2024-11-14 16:25:00,757 - my_logger - INFO - Column 山东:产能利用率:成品油:独立炼厂 was last updated at 2024-04-04 2024-11-14 16:25:00,759 - my_logger - INFO - Column 炼油厂可运营能力利用率:美国 was last updated at 2024-04-05 2024-11-14 16:25:00,761 - my_logger - INFO - Column 美国:炼油厂:用于精炼的净原油投入量 was last updated at 2024-04-05 2024-11-14 16:25:00,763 - my_logger - INFO - Column 美国:炼油厂:用于提炼的总投入量 was last updated at 2024-04-05 2024-11-14 16:25:00,765 - my_logger - INFO - Column 美国:炼油厂:理论可提炼原油量 was last updated at 2024-04-05 2024-11-14 16:25:00,767 - my_logger - INFO - Column 美国:炼油厂:开工率 was last updated at 2024-04-05 2024-11-14 16:25:00,769 - my_logger - INFO - Column 中国:执行航班:国内航班(不含港澳台) was last updated at 2024-04-10 2024-11-14 16:25:00,772 - my_logger - INFO - Column 中国:执行航班:港澳台航班 was last updated at 2024-04-08 2024-11-14 16:25:00,774 - my_logger - INFO - Column 中国:执行航班:国际航班 was last updated at 2024-04-10 2024-11-14 16:25:00,776 - my_logger - INFO - Column 执行航班:美国:国内航班 was last updated at 2024-04-10 2024-11-14 16:25:00,778 - my_logger - INFO - Column 执行航班:美国:国际航班 was last updated at 2024-04-10 2024-11-14 16:25:00,779 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-01 2024-11-14 16:25:00,781 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-01 2024-11-14 16:25:00,783 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24 2024-11-14 16:25:00,786 - my_logger - INFO - Column 美国成品油周度表需 was last updated at 2024-11-01 2024-11-14 16:25:00,789 - my_logger - INFO - Column 美国航空燃料油周度表需 was last updated at 2024-11-01 2024-11-14 16:25:00,791 - my_logger - INFO - Column 美国其他油品周度表需 was last updated at 2024-11-01 2024-11-14 16:25:00,793 - my_logger - INFO - Column 美国汽油周度表需 was last updated at 2024-11-01 2024-11-14 16:25:00,795 - my_logger - INFO - Column 美国燃料油周度表需 was last updated at 2024-11-01 2024-11-14 16:25:00,797 - my_logger - INFO - Column 美国原油炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:25:00,799 - my_logger - INFO - Column 美国丙烷和丙烯周度表需 was last updated at 2024-11-01 2024-11-14 16:25:00,801 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31 2024-11-14 16:25:00,804 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:25:00,806 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:25:00,808 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:25:00,810 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:25:00,811 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:25:00,813 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:25:00,815 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-13 2024-11-14 16:25:00,817 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-13 2024-11-14 16:25:00,820 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-13 2024-11-14 16:25:00,823 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-13 2024-11-14 16:25:00,825 - my_logger - INFO - Column 原油PADD5炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:25:00,827 - my_logger - INFO - Column 原油PADD4炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:25:00,829 - my_logger - INFO - Column 原油PADD3炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:25:00,831 - my_logger - INFO - Column 原油PADD2炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:25:00,833 - my_logger - INFO - Column 原油PADD1炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:27:48,538 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 16:27:48,539 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 16:28:10,503 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:28:10,506 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:28:10,509 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:28:10,511 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-14 16:28:10,513 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:28:10,515 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:28:10,517 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:28:10,519 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:28:10,522 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:28:10,524 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,526 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,528 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,529 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:28:10,532 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:28:10,534 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:28:10,537 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,539 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,541 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,543 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,545 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,547 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,549 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,551 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,553 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,555 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,557 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,559 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,561 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,563 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,565 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,568 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,570 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,572 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,574 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,576 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,578 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,580 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,582 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,584 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,587 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,589 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,590 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,593 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,595 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,597 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,599 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,600 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,602 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,604 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,606 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,608 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,611 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,614 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,616 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,618 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,620 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,621 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,624 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,627 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,629 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,631 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,633 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:28:10,634 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,636 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,639 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:28:10,641 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,643 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,645 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:28:10,647 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-01 2024-11-14 16:28:10,649 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-08 2024-11-14 16:28:10,651 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10 2024-11-14 16:28:10,654 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-01 2024-11-14 16:28:10,656 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-01 2024-11-14 16:28:10,658 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-01 2024-11-14 16:28:10,660 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:28:10,662 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:28:10,663 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:28:10,665 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-01 2024-11-14 16:28:10,667 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04 2024-11-14 16:28:10,670 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04 2024-11-14 16:28:10,672 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-01 2024-11-14 16:28:10,675 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-01 2024-11-14 16:28:10,677 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-01 2024-11-14 16:28:10,679 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-01 2024-11-14 16:28:10,680 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-01 2024-11-14 16:28:10,682 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-01 2024-11-14 16:28:10,684 - my_logger - INFO - Column 山东地炼厂常减压开工率 was last updated at 2024-11-13 2024-11-14 16:28:10,686 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:28:10,688 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:28:10,690 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:28:10,692 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:28:10,694 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:28:10,696 - my_logger - INFO - Column 美国:炼油厂:产能利用率 was last updated at 2024-04-05 2024-11-14 16:28:10,698 - my_logger - INFO - Column 炼油厂开工率:山东地炼 was last updated at 2024-04-18 2024-11-14 16:28:10,700 - my_logger - INFO - Column 中国:产能利用率:成品油:独立炼厂 was last updated at 2024-04-18 2024-11-14 16:28:10,701 - my_logger - INFO - Column 中国:产能利用率:成品油:主营炼厂 was last updated at 2024-04-04 2024-11-14 16:28:10,703 - my_logger - INFO - Column 山东:产能利用率:成品油:独立炼厂 was last updated at 2024-04-04 2024-11-14 16:28:10,705 - my_logger - INFO - Column 炼油厂可运营能力利用率:美国 was last updated at 2024-04-05 2024-11-14 16:28:10,708 - my_logger - INFO - Column 美国:炼油厂:用于精炼的净原油投入量 was last updated at 2024-04-05 2024-11-14 16:28:10,710 - my_logger - INFO - Column 美国:炼油厂:用于提炼的总投入量 was last updated at 2024-04-05 2024-11-14 16:28:10,712 - my_logger - INFO - Column 美国:炼油厂:理论可提炼原油量 was last updated at 2024-04-05 2024-11-14 16:28:10,714 - my_logger - INFO - Column 美国:炼油厂:开工率 was last updated at 2024-04-05 2024-11-14 16:28:10,716 - my_logger - INFO - Column 中国:执行航班:国内航班(不含港澳台) was last updated at 2024-04-10 2024-11-14 16:28:10,718 - my_logger - INFO - Column 中国:执行航班:港澳台航班 was last updated at 2024-04-08 2024-11-14 16:28:10,720 - my_logger - INFO - Column 中国:执行航班:国际航班 was last updated at 2024-04-10 2024-11-14 16:28:10,722 - my_logger - INFO - Column 执行航班:美国:国内航班 was last updated at 2024-04-10 2024-11-14 16:28:10,724 - my_logger - INFO - Column 执行航班:美国:国际航班 was last updated at 2024-04-10 2024-11-14 16:28:10,726 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-01 2024-11-14 16:28:10,728 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-01 2024-11-14 16:28:10,730 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24 2024-11-14 16:28:10,731 - my_logger - INFO - Column 美国成品油周度表需 was last updated at 2024-11-01 2024-11-14 16:28:10,733 - my_logger - INFO - Column 美国航空燃料油周度表需 was last updated at 2024-11-01 2024-11-14 16:28:10,735 - my_logger - INFO - Column 美国其他油品周度表需 was last updated at 2024-11-01 2024-11-14 16:28:10,738 - my_logger - INFO - Column 美国汽油周度表需 was last updated at 2024-11-01 2024-11-14 16:28:10,740 - my_logger - INFO - Column 美国燃料油周度表需 was last updated at 2024-11-01 2024-11-14 16:28:10,743 - my_logger - INFO - Column 美国原油炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:28:10,745 - my_logger - INFO - Column 美国丙烷和丙烯周度表需 was last updated at 2024-11-01 2024-11-14 16:28:10,746 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31 2024-11-14 16:28:10,748 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:28:10,750 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:28:10,752 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:28:10,754 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:28:10,756 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:28:10,758 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:28:10,760 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-13 2024-11-14 16:28:10,762 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-13 2024-11-14 16:28:10,764 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-13 2024-11-14 16:28:10,766 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-13 2024-11-14 16:28:10,767 - my_logger - INFO - Column 原油PADD5炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:28:10,770 - my_logger - INFO - Column 原油PADD4炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:28:10,772 - my_logger - INFO - Column 原油PADD3炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:28:10,775 - my_logger - INFO - Column 原油PADD2炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:28:10,777 - my_logger - INFO - Column 原油PADD1炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:29:26,573 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 16:29:26,574 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 16:29:50,567 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:29:50,570 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:29:50,573 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:29:50,575 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-14 16:29:50,577 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:29:50,579 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:29:50,581 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:29:50,584 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:29:50,587 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:29:50,589 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,591 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,594 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,596 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:29:50,599 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:29:50,601 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:29:50,603 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,605 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,608 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,610 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,612 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,614 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,616 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,619 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,621 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,625 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,628 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,630 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,632 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,634 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,636 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,639 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,641 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,642 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,644 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,646 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,648 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,651 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,652 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,655 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,657 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,660 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,662 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,664 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,666 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,668 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,671 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,672 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,674 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,676 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,679 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,681 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,683 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,685 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,687 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,690 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,692 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,694 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,695 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,698 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,699 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,701 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,704 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:29:50,706 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,708 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,710 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:29:50,712 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,714 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,716 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:29:50,718 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-01 2024-11-14 16:29:50,721 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-08 2024-11-14 16:29:50,723 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10 2024-11-14 16:29:50,725 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-01 2024-11-14 16:29:50,728 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-01 2024-11-14 16:29:50,730 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-01 2024-11-14 16:29:50,732 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:29:50,734 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:29:50,736 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:29:50,739 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-01 2024-11-14 16:29:50,741 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04 2024-11-14 16:29:50,744 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04 2024-11-14 16:29:50,746 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-01 2024-11-14 16:29:50,747 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-01 2024-11-14 16:29:50,749 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-01 2024-11-14 16:29:50,752 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-01 2024-11-14 16:29:50,754 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-01 2024-11-14 16:29:50,757 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-01 2024-11-14 16:29:50,760 - my_logger - INFO - Column 山东地炼厂常减压开工率 was last updated at 2024-11-13 2024-11-14 16:29:50,761 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:29:50,763 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:29:50,766 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:29:50,768 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:29:50,770 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:29:50,773 - my_logger - INFO - Column 美国:炼油厂:产能利用率 was last updated at 2024-04-05 2024-11-14 16:29:50,775 - my_logger - INFO - Column 炼油厂开工率:山东地炼 was last updated at 2024-04-18 2024-11-14 16:29:50,777 - my_logger - INFO - Column 中国:产能利用率:成品油:独立炼厂 was last updated at 2024-04-18 2024-11-14 16:29:50,779 - my_logger - INFO - Column 中国:产能利用率:成品油:主营炼厂 was last updated at 2024-04-04 2024-11-14 16:29:50,781 - my_logger - INFO - Column 山东:产能利用率:成品油:独立炼厂 was last updated at 2024-04-04 2024-11-14 16:29:50,784 - my_logger - INFO - Column 炼油厂可运营能力利用率:美国 was last updated at 2024-04-05 2024-11-14 16:29:50,786 - my_logger - INFO - Column 美国:炼油厂:用于精炼的净原油投入量 was last updated at 2024-04-05 2024-11-14 16:29:50,788 - my_logger - INFO - Column 美国:炼油厂:用于提炼的总投入量 was last updated at 2024-04-05 2024-11-14 16:29:50,791 - my_logger - INFO - Column 美国:炼油厂:理论可提炼原油量 was last updated at 2024-04-05 2024-11-14 16:29:50,792 - my_logger - INFO - Column 美国:炼油厂:开工率 was last updated at 2024-04-05 2024-11-14 16:29:50,795 - my_logger - INFO - Column 中国:执行航班:国内航班(不含港澳台) was last updated at 2024-04-10 2024-11-14 16:29:50,797 - my_logger - INFO - Column 中国:执行航班:港澳台航班 was last updated at 2024-04-08 2024-11-14 16:29:50,799 - my_logger - INFO - Column 中国:执行航班:国际航班 was last updated at 2024-04-10 2024-11-14 16:29:50,801 - my_logger - INFO - Column 执行航班:美国:国内航班 was last updated at 2024-04-10 2024-11-14 16:29:50,804 - my_logger - INFO - Column 执行航班:美国:国际航班 was last updated at 2024-04-10 2024-11-14 16:29:50,806 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-01 2024-11-14 16:29:50,809 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-01 2024-11-14 16:29:50,811 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24 2024-11-14 16:29:50,812 - my_logger - INFO - Column 美国成品油周度表需 was last updated at 2024-11-01 2024-11-14 16:29:50,815 - my_logger - INFO - Column 美国航空燃料油周度表需 was last updated at 2024-11-01 2024-11-14 16:29:50,817 - my_logger - INFO - Column 美国其他油品周度表需 was last updated at 2024-11-01 2024-11-14 16:29:50,820 - my_logger - INFO - Column 美国汽油周度表需 was last updated at 2024-11-01 2024-11-14 16:29:50,822 - my_logger - INFO - Column 美国燃料油周度表需 was last updated at 2024-11-01 2024-11-14 16:29:50,823 - my_logger - INFO - Column 美国原油炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:29:50,825 - my_logger - INFO - Column 美国丙烷和丙烯周度表需 was last updated at 2024-11-01 2024-11-14 16:29:50,827 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31 2024-11-14 16:29:50,829 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:29:50,831 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:29:50,833 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:29:50,836 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:29:50,839 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:29:50,841 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:29:50,843 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-13 2024-11-14 16:29:50,846 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-13 2024-11-14 16:29:50,847 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-13 2024-11-14 16:29:50,849 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-13 2024-11-14 16:29:50,852 - my_logger - INFO - Column 原油PADD5炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:29:50,854 - my_logger - INFO - Column 原油PADD4炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:29:50,857 - my_logger - INFO - Column 原油PADD3炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:29:50,859 - my_logger - INFO - Column 原油PADD2炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:29:50,861 - my_logger - INFO - Column 原油PADD1炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:29:50,862 - my_logger - INFO - Column 航煤周度表需 was last updated at None 2024-11-14 16:29:50,864 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-11-13 2024-11-14 16:29:50,866 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 2024-11-14 16:29:50,869 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-13 2024-11-14 16:29:50,872 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-13 2024-11-14 16:29:50,874 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-13 2024-11-14 16:29:50,876 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-11-13 2024-11-14 16:29:50,878 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-11-13 2024-11-14 16:29:50,880 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-11-13 2024-11-14 16:29:50,882 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-11-13 2024-11-14 16:29:50,884 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-11-13 2024-11-14 16:29:50,886 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-11-13 2024-11-14 16:29:50,888 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-11-13 2024-11-14 16:29:50,890 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-11-14 2024-11-14 16:29:50,892 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-11-14 2024-11-14 16:29:50,894 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-11-14 2024-11-14 16:29:50,896 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-11-14 2024-11-14 16:29:50,898 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-11-13 2024-11-14 16:29:50,900 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-11-13 2024-11-14 16:29:50,903 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-11-13 2024-11-14 16:29:50,905 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-11-13 2024-11-14 16:29:50,908 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-11-13 2024-11-14 16:29:50,910 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-11-13 2024-11-14 16:29:50,912 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-11-13 2024-11-14 16:29:50,915 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-11-13 2024-11-14 16:29:50,917 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-11-13 2024-11-14 16:29:50,919 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-11-13 2024-11-14 16:29:50,921 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-11-13 2024-11-14 16:29:50,922 - my_logger - INFO - Column SC内外价差 was last updated at 2024-11-13 2024-11-14 16:29:50,925 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-13 2024-11-14 16:29:50,927 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-13 2024-11-14 16:29:50,929 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-13 2024-11-14 16:29:50,931 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-13 2024-11-14 16:29:50,932 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-13 2024-11-14 16:29:50,936 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-13 2024-11-14 16:29:50,938 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-13 2024-11-14 16:29:50,940 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-13 2024-11-14 16:29:50,942 - my_logger - INFO - Column 期货成交量:INE原油 was last updated at 2024-04-10 2024-11-14 16:29:50,944 - my_logger - INFO - Column 期货持仓量:INE原油 was last updated at 2024-04-10 2024-11-14 16:29:50,946 - my_logger - INFO - Column 期货持仓量(活跃合约):INE原油 was last updated at 2024-04-10 2024-11-14 16:29:50,948 - my_logger - INFO - Column 期货持仓量(连续):INE原油 was last updated at 2024-04-10 2024-11-14 16:29:50,950 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-11-13 2024-11-14 16:29:50,952 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-11-13 2024-11-14 16:29:50,954 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31 2024-11-14 16:29:50,956 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-11-12 2024-11-14 16:29:50,959 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 2024-11-14 16:29:50,961 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28 2024-11-14 16:29:50,963 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-11-13 2024-11-14 16:29:50,965 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-11-13 2024-11-14 16:29:50,967 - my_logger - INFO - Column 期货结算价（活跃）：布伦特原油 was last updated at 2024-11-12 2024-11-14 16:29:50,968 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-11-13 2024-11-14 16:29:50,971 - my_logger - INFO - Column 期货结算价(连续):INE原油 was last updated at 2024-11-13 2024-11-14 16:29:50,973 - my_logger - INFO - Column 期货收盘价：WTI原油 was last updated at 2024-11-12 2024-11-14 16:29:50,976 - my_logger - INFO - Column 期货收盘价（活跃）：布伦特原油 was last updated at 2024-11-12 2024-11-14 16:29:50,978 - my_logger - INFO - Column SC原油期货价格 was last updated at 2024-11-13 2024-11-14 16:29:50,980 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-11-14 2024-11-14 16:29:50,982 - my_logger - INFO - Column Brent连1合约价格 was last updated at 2024-11-14 2024-11-14 16:29:50,984 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-11-13 2024-11-14 16:29:50,987 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16 2024-11-14 16:29:50,990 - my_logger - INFO - Column SC期货库存 was last updated at 2024-11-13 2024-11-14 16:29:50,992 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-11-13 2024-11-14 16:29:50,994 - my_logger - INFO - Column 期货结算价(活跃合约):INE原油 was last updated at 2024-11-13 2024-11-14 16:29:50,997 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-11-13 2024-11-14 16:29:50,999 - my_logger - INFO - Column IPE布油期货结算价 was last updated at 2024-11-12 2024-11-14 16:29:51,001 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31 2024-11-14 16:29:51,004 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31 2024-11-14 16:29:51,006 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-11-13 2024-11-14 16:29:51,009 - my_logger - INFO - Column y was last updated at 2024-11-13 2024-11-14 16:29:51,014 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv 2024-11-14 16:39:37,593 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-14 16:39:37,594 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-14 16:42:23,921 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:42:23,926 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:42:23,930 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:42:23,933 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-14 16:42:23,936 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:42:23,940 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-14 16:42:23,945 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:42:23,950 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:42:23,953 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量 was last updated at 2024-04-02 2024-11-14 16:42:23,956 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:23,960 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:23,963 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:23,967 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金多头持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:42:23,970 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金空头持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:42:23,973 - my_logger - INFO - Column NYMEX:轻质低硫原油:期货和期权:基金套利持仓:交易商数量 was last updated at 2024-04-02 2024-11-14 16:42:23,977 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:42:23,981 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:42:23,984 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:42:23,986 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:23,990 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:23,994 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:23,997 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:23,999 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,002 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,006 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:42:24,010 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:42:24,012 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:42:24,015 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:24,018 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:24,022 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,027 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,031 - my_logger - INFO - Column NYMEX:轻质低硫原油(WTI原油):期货和期权(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,034 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:42:24,038 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:42:24,041 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:42:24,045 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:24,048 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:24,051 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:24,053 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,058 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,061 - my_logger - INFO - Column ICE:IPE:原油:期货:管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,065 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:42:24,070 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:42:24,073 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:42:24,078 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:24,081 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:24,084 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:24,087 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,090 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,093 - my_logger - INFO - Column ICE:IPE:原油:期货和期权:管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,097 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:42:24,101 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:42:24,104 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:42:24,107 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:24,111 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:24,114 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:24,118 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,120 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,124 - my_logger - INFO - Column IPE:WTI原油:期货(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,127 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓 was last updated at 2024-04-02 2024-11-14 16:42:24,130 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓 was last updated at 2024-04-02 2024-11-14 16:42:24,133 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓 was last updated at 2024-04-02 2024-11-14 16:42:24,137 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:24,140 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:24,145 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:持仓数量占比 was last updated at 2024-04-02 2024-11-14 16:42:24,148 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:多头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,152 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:空头持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,155 - my_logger - INFO - Column IPE:WTI原油:期货和期权(新版):管理基金:套利持仓:交易者数量 was last updated at 2024-04-02 2024-11-14 16:42:24,160 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-01 2024-11-14 16:42:24,163 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-08 2024-11-14 16:42:24,166 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10 2024-11-14 16:42:24,169 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-01 2024-11-14 16:42:24,174 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-01 2024-11-14 16:42:24,179 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-01 2024-11-14 16:42:24,182 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:42:24,184 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:42:24,188 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-01 2024-11-14 16:42:24,192 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-01 2024-11-14 16:42:24,195 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04 2024-11-14 16:42:24,199 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04 2024-11-14 16:42:24,202 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-01 2024-11-14 16:42:24,206 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-01 2024-11-14 16:42:24,209 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-01 2024-11-14 16:42:24,212 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-01 2024-11-14 16:42:24,216 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-01 2024-11-14 16:42:24,219 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-01 2024-11-14 16:42:24,223 - my_logger - INFO - Column 山东地炼厂常减压开工率 was last updated at 2024-11-13 2024-11-14 16:42:24,226 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:42:24,230 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:42:24,233 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:42:24,238 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:42:24,242 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-01 2024-11-14 16:42:24,246 - my_logger - INFO - Column 美国:炼油厂:产能利用率 was last updated at 2024-04-05 2024-11-14 16:42:24,249 - my_logger - INFO - Column 炼油厂开工率:山东地炼 was last updated at 2024-04-18 2024-11-14 16:42:24,253 - my_logger - INFO - Column 中国:产能利用率:成品油:独立炼厂 was last updated at 2024-04-18 2024-11-14 16:42:24,256 - my_logger - INFO - Column 中国:产能利用率:成品油:主营炼厂 was last updated at 2024-04-04 2024-11-14 16:42:24,263 - my_logger - INFO - Column 山东:产能利用率:成品油:独立炼厂 was last updated at 2024-04-04 2024-11-14 16:42:24,266 - my_logger - INFO - Column 炼油厂可运营能力利用率:美国 was last updated at 2024-04-05 2024-11-14 16:42:24,270 - my_logger - INFO - Column 美国:炼油厂:用于精炼的净原油投入量 was last updated at 2024-04-05 2024-11-14 16:42:24,274 - my_logger - INFO - Column 美国:炼油厂:用于提炼的总投入量 was last updated at 2024-04-05 2024-11-14 16:42:24,278 - my_logger - INFO - Column 美国:炼油厂:理论可提炼原油量 was last updated at 2024-04-05 2024-11-14 16:42:24,283 - my_logger - INFO - Column 美国:炼油厂:开工率 was last updated at 2024-04-05 2024-11-14 16:42:24,286 - my_logger - INFO - Column 中国:执行航班:国内航班(不含港澳台) was last updated at 2024-04-10 2024-11-14 16:42:24,296 - my_logger - INFO - Column 中国:执行航班:港澳台航班 was last updated at 2024-04-08 2024-11-14 16:42:24,301 - my_logger - INFO - Column 中国:执行航班:国际航班 was last updated at 2024-04-10 2024-11-14 16:42:24,307 - my_logger - INFO - Column 执行航班:美国:国内航班 was last updated at 2024-04-10 2024-11-14 16:42:24,312 - my_logger - INFO - Column 执行航班:美国:国际航班 was last updated at 2024-04-10 2024-11-14 16:42:24,315 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-01 2024-11-14 16:42:24,319 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-01 2024-11-14 16:42:24,323 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24 2024-11-14 16:42:24,327 - my_logger - INFO - Column 美国成品油周度表需 was last updated at 2024-11-01 2024-11-14 16:42:24,331 - my_logger - INFO - Column 美国航空燃料油周度表需 was last updated at 2024-11-01 2024-11-14 16:42:24,334 - my_logger - INFO - Column 美国其他油品周度表需 was last updated at 2024-11-01 2024-11-14 16:42:24,337 - my_logger - INFO - Column 美国汽油周度表需 was last updated at 2024-11-01 2024-11-14 16:42:24,342 - my_logger - INFO - Column 美国燃料油周度表需 was last updated at 2024-11-01 2024-11-14 16:42:24,345 - my_logger - INFO - Column 美国原油炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:42:24,349 - my_logger - INFO - Column 美国丙烷和丙烯周度表需 was last updated at 2024-11-01 2024-11-14 16:42:24,353 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31 2024-11-14 16:42:24,358 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:42:24,363 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:42:24,367 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-14 2024-11-14 16:42:24,370 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:42:24,374 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:42:24,378 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-13 2024-11-14 16:42:24,382 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-13 2024-11-14 16:42:24,385 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-13 2024-11-14 16:42:24,389 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-13 2024-11-14 16:42:24,393 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-13 2024-11-14 16:42:24,397 - my_logger - INFO - Column 原油PADD5炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:42:24,401 - my_logger - INFO - Column 原油PADD4炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:42:24,404 - my_logger - INFO - Column 原油PADD3炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:42:24,408 - my_logger - INFO - Column 原油PADD2炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:42:24,411 - my_logger - INFO - Column 原油PADD1炼厂输入量 was last updated at 2024-11-01 2024-11-14 16:42:24,414 - my_logger - INFO - Column 航煤周度表需 was last updated at None 2024-11-14 16:42:24,418 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-11-13 2024-11-14 16:42:24,421 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 2024-11-14 16:42:24,425 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-13 2024-11-14 16:42:24,428 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-13 2024-11-14 16:42:24,431 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-13 2024-11-14 16:42:24,436 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-11-13 2024-11-14 16:42:24,438 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-11-13 2024-11-14 16:42:24,441 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-11-13 2024-11-14 16:42:24,444 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-11-13 2024-11-14 16:42:24,448 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-11-13 2024-11-14 16:42:24,451 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-11-13 2024-11-14 16:42:24,455 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-11-13 2024-11-14 16:42:24,458 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-11-14 2024-11-14 16:42:24,462 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-11-14 2024-11-14 16:42:24,466 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-11-14 2024-11-14 16:42:24,469 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-11-14 2024-11-14 16:42:24,474 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-11-13 2024-11-14 16:42:24,478 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-11-13 2024-11-14 16:42:24,482 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-11-13 2024-11-14 16:42:24,486 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-11-13 2024-11-14 16:42:24,488 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-11-13 2024-11-14 16:42:24,492 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-11-13 2024-11-14 16:42:24,496 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-11-13 2024-11-14 16:42:24,500 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-11-13 2024-11-14 16:42:24,504 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-11-13 2024-11-14 16:42:24,508 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-11-13 2024-11-14 16:42:24,512 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-11-13 2024-11-14 16:42:24,516 - my_logger - INFO - Column SC内外价差 was last updated at 2024-11-13 2024-11-14 16:42:24,520 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-13 2024-11-14 16:42:24,523 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-13 2024-11-14 16:42:24,527 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-13 2024-11-14 16:42:24,530 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-13 2024-11-14 16:42:24,534 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-13 2024-11-14 16:42:24,537 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-13 2024-11-14 16:42:24,541 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-13 2024-11-14 16:42:24,545 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-13 2024-11-14 16:42:24,548 - my_logger - INFO - Column 期货成交量:INE原油 was last updated at 2024-04-10 2024-11-14 16:42:24,551 - my_logger - INFO - Column 期货持仓量:INE原油 was last updated at 2024-04-10 2024-11-14 16:42:24,555 - my_logger - INFO - Column 期货持仓量(活跃合约):INE原油 was last updated at 2024-04-10 2024-11-14 16:42:24,558 - my_logger - INFO - Column 期货持仓量(连续):INE原油 was last updated at 2024-04-10 2024-11-14 16:42:24,562 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-11-13 2024-11-14 16:42:24,564 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-11-13 2024-11-14 16:42:24,568 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31 2024-11-14 16:42:24,571 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-11-12 2024-11-14 16:42:24,575 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 2024-11-14 16:42:24,579 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28 2024-11-14 16:42:24,582 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-11-13 2024-11-14 16:42:24,586 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-11-13 2024-11-14 16:42:24,589 - my_logger - INFO - Column 期货结算价（活跃）：布伦特原油 was last updated at 2024-11-12 2024-11-14 16:42:24,593 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-11-13 2024-11-14 16:42:24,595 - my_logger - INFO - Column 期货结算价(连续):INE原油 was last updated at 2024-11-13 2024-11-14 16:42:24,599 - my_logger - INFO - Column 期货收盘价：WTI原油 was last updated at 2024-11-12 2024-11-14 16:42:24,603 - my_logger - INFO - Column 期货收盘价（活跃）：布伦特原油 was last updated at 2024-11-12 2024-11-14 16:42:24,606 - my_logger - INFO - Column SC原油期货价格 was last updated at 2024-11-13 2024-11-14 16:42:24,610 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-11-14 2024-11-14 16:42:24,614 - my_logger - INFO - Column Brent连1合约价格 was last updated at 2024-11-14 2024-11-14 16:42:24,616 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-11-13 2024-11-14 16:42:24,619 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16 2024-11-14 16:42:24,624 - my_logger - INFO - Column SC期货库存 was last updated at 2024-11-13 2024-11-14 16:42:24,628 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-11-13 2024-11-14 16:42:24,631 - my_logger - INFO - Column 期货结算价(活跃合约):INE原油 was last updated at 2024-11-13 2024-11-14 16:42:24,634 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-11-13 2024-11-14 16:42:24,638 - my_logger - INFO - Column IPE布油期货结算价 was last updated at 2024-11-12 2024-11-14 16:42:24,642 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31 2024-11-14 16:42:24,646 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31 2024-11-14 16:42:24,649 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-11-13 2024-11-14 16:42:24,653 - my_logger - INFO - Column y was last updated at 2024-11-13 2024-11-14 16:42:24,657 - my_logger - INFO - Column 期货收盘价（连续）：INE原油 was last updated at 2024-11-13 2024-11-14 16:42:24,660 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-12 2024-11-14 16:42:24,664 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-13 2024-11-14 16:42:24,667 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-13 2024-11-14 16:42:24,671 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-14 2024-11-14 16:42:24,674 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-13 2024-11-14 16:42:24,677 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-13 2024-11-14 16:42:24,680 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-13 2024-11-14 16:42:24,684 - my_logger - INFO - Column HO连6合约 was last updated at 2024-11-13 2024-11-14 16:42:24,688 - my_logger - INFO - Column HO连5合约 was last updated at 2024-11-13 2024-11-14 16:42:24,692 - my_logger - INFO - Column ho连7合约 was last updated at 2024-11-13 2024-11-14 16:42:24,695 - my_logger - INFO - Column HO连8合约 was last updated at 2024-11-13 2024-11-14 16:42:24,698 - my_logger - INFO - Column HO连9合约 was last updated at 2024-11-13 2024-11-14 16:42:24,701 - my_logger - INFO - Column HO连10合约 was last updated at 2024-11-13 2024-11-14 16:42:24,705 - my_logger - INFO - Column HO连11合约 was last updated at 2024-11-13 2024-11-14 16:42:24,708 - my_logger - INFO - Column HO连12合约 was last updated at 2024-11-13 2024-11-14 16:42:24,712 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-13 2024-11-14 16:42:24,715 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-13 2024-11-14 16:42:24,718 - my_logger - INFO - Column 期货成交量(活跃合约):INE原油 was last updated at 2024-11-13 2024-11-14 16:42:24,722 - my_logger - INFO - Column 期货成交额:INE原油 was last updated at 2024-11-13 2024-11-14 16:42:24,727 - my_logger - INFO - Column 可用库容量:INE原油 was last updated at 2024-11-08 2024-11-14 16:42:24,730 - my_logger - INFO - Column 库存期货:INE原油:总计-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 16:42:24,733 - my_logger - INFO - Column 库存期货:INE原油:总计-巴士拉轻油(I 级) was last updated at 2024-11-08 2024-11-14 16:42:24,737 - my_logger - INFO - Column 库存期货:INE原油:总计-上扎库姆原油 was last updated at 2024-11-08 2024-11-14 16:42:24,740 - my_logger - INFO - Column 库存期货:INE原油:总计-阿曼原油 was last updated at 2024-11-08 2024-11-14 16:42:24,744 - my_logger - INFO - Column 库存期货:INE原油:总计-卡塔尔海洋油 was last updated at 2024-11-08 2024-11-14 16:42:24,747 - my_logger - INFO - Column 库存期货:INE原油:总计-迪拜原油 was last updated at 2024-11-08 2024-11-14 16:42:24,750 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连保税-穆尔班原油 was last updated at 2024-11-08 2024-11-14 16:42:24,753 - my_logger - INFO - Column 库存期货:INE原油:浙江:合计 was last updated at 2024-11-13 2024-11-14 16:42:24,757 - my_logger - INFO - Column 库存期货:INE原油:浙江:中化兴中 was last updated at 2024-11-13 2024-11-14 16:42:24,761 - my_logger - INFO - Column 库存期货:INE原油:浙江:中油大榭 was last updated at 2021-03-26 2024-11-14 16:42:24,764 - my_logger - INFO - Column 库存期货:INE原油:浙江:大鼎石油 was last updated at 2024-11-13 2024-11-14 16:42:24,768 - my_logger - INFO - Column 库存期货:INE原油:浙江:中国石化册子岛 was last updated at 2024-11-13 2024-11-14 16:42:24,771 - my_logger - INFO - Column 库存期货:INE原油:山东:合计 was last updated at 2024-11-13 2024-11-14 16:42:24,775 - my_logger - INFO - Column 库存期货:INE原油:山东:青岛港实华 was last updated at 2021-06-21 2024-11-14 16:42:24,779 - my_logger - INFO - Column 库存期货:INE原油:山东:中化弘润潍坊 was last updated at 2024-11-13 2024-11-14 16:42:24,782 - my_logger - INFO - Column 库存期货:INE原油:山东:青岛港摩科瑞 was last updated at 2021-06-21 2024-11-14 16:42:24,784 - my_logger - INFO - Column 库存期货:INE原油:山东:中国石化日照 was last updated at 2024-11-13 2024-11-14 16:42:24,788 - my_logger - INFO - Column 库存期货:INE原油:上海:合计 was last updated at 2024-11-13 2024-11-14 16:42:24,793 - my_logger - INFO - Column 库存期货:INE原油:上海:洋山石油 was last updated at 2024-11-13 2024-11-14 16:42:24,795 - my_logger - INFO - Column 库存期货:INE原油:广东:合计 was last updated at 2024-11-13 2024-11-14 16:42:24,798 - my_logger - INFO - Column 库存期货:INE原油:广东:中油湛江 was last updated at 2024-11-13 2024-11-14 16:42:24,801 - my_logger - INFO - Column 库存期货:INE原油:广东:中国石化湛江 was last updated at 2024-11-13 2024-11-14 16:42:24,805 - my_logger - INFO - Column 库存期货:INE原油:辽宁:合计 was last updated at 2024-11-13 2024-11-14 16:42:24,808 - my_logger - INFO - Column 库存期货:INE原油:辽宁:北方油品 was last updated at 2024-11-13 2024-11-14 16:42:24,812 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连保税 was last updated at 2024-11-13 2024-11-14 16:42:24,815 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连国际 was last updated at 2024-11-13 2024-11-14 16:42:24,819 - my_logger - INFO - Column 库存期货:INE原油:海南:合计 was last updated at 2024-11-13 2024-11-14 16:42:24,822 - my_logger - INFO - Column 库存期货:INE原油:海南:中国石化海南 was last updated at 2024-11-13 2024-11-14 16:42:24,826 - my_logger - INFO - Column 库存期货:INE原油:河北:中国石化曹妃甸 was last updated at 2024-11-13 2024-11-14 16:42:24,829 - my_logger - INFO - Column 可用库容量:INE原油:辽宁:合计 was last updated at 2024-11-08 2024-11-14 16:42:24,831 - my_logger - INFO - Column 可用库容量:INE原油:浙江:合计 was last updated at 2024-11-08 2024-11-14 16:42:24,834 - my_logger - INFO - Column 可用库容量:INE原油:广东:合计 was last updated at 2024-11-08 2024-11-14 16:42:24,838 - my_logger - INFO - Column 可用库容量:INE原油:广西:合计 was last updated at 2024-11-08 2024-11-14 16:42:24,842 - my_logger - INFO - Column 可用库容量:INE原油:河北:合计 was last updated at 2024-11-08 2024-11-14 16:42:24,845 - my_logger - INFO - Column 可用库容量:INE原油:上海:合计 was last updated at 2024-11-08 2024-11-14 16:42:24,847 - my_logger - INFO - Column 可用库容量:INE原油:海南:合计 was last updated at 2024-11-08 2024-11-14 16:42:24,850 - my_logger - INFO - Column 可用库容量:INE原油:山东:合计 was last updated at 2024-11-08 2024-11-14 16:42:24,853 - my_logger - INFO - Column 可用库容量:INE原油:浙江:中化兴中 was last updated at 2024-11-08 2024-11-14 16:42:24,857 - my_logger - INFO - Column 可用库容量:INE原油:浙江:大鼎石油 was last updated at 2024-11-08 2024-11-14 16:42:24,860 - my_logger - INFO - Column 可用库容量:INE原油:浙江:中国石化册子岛 was last updated at 2024-11-08 2024-11-14 16:42:24,864 - my_logger - INFO - Column 可用库容量:INE原油:上海:洋山石油 was last updated at 2024-11-08 2024-11-14 16:42:24,867 - my_logger - INFO - Column 可用库容量:INE原油:广东:中油湛江 was last updated at 2024-11-08 2024-11-14 16:42:24,870 - my_logger - INFO - Column 可用库容量:INE原油:广东:中国石化湛江 was last updated at 2024-11-08 2024-11-14 16:42:24,874 - my_logger - INFO - Column 可用库容量:INE原油:辽宁:北方油品 was last updated at 2024-11-08 2024-11-14 16:42:24,877 - my_logger - INFO - Column 可用库容量:INE原油:辽宁:中油大连保税 was last updated at 2024-11-08 2024-11-14 16:42:24,880 - my_logger - INFO - Column 可用库容量:INE原油:海南:中国石化海南 was last updated at 2024-11-08 2024-11-14 16:42:24,883 - my_logger - INFO - Column 可用库容量:INE原油:山东:中国石化日照 was last updated at 2024-11-08 2024-11-14 16:42:24,886 - my_logger - INFO - Column 可用库容量:INE原油:山东:青岛港实华 was last updated at 2021-06-18 2024-11-14 16:42:24,889 - my_logger - INFO - Column 可用库容量:INE原油:山东:中化弘润潍坊 was last updated at 2024-11-08 2024-11-14 16:42:24,893 - my_logger - INFO - Column 可用库容量:INE原油:山东:青岛港摩科瑞 was last updated at 2021-06-18 2024-11-14 16:42:24,897 - my_logger - INFO - Column 可用库容量:INE原油:广西:中油广西国际 was last updated at 2024-11-08 2024-11-14 16:42:24,900 - my_logger - INFO - Column 可用库容量:INE原油:河北:中国石化曹妃甸 was last updated at 2024-11-08 2024-11-14 16:42:24,903 - my_logger - INFO - Column 舟山:可用库容:原油 was last updated at 2024-11-01 2024-11-14 16:42:24,906 - my_logger - INFO - Column 库存期货:INE原油:浙江:中化兴中-上扎库姆原油 was last updated at 2024-11-08 2024-11-14 16:42:24,910 - my_logger - INFO - Column 库存期货:INE原油:浙江:中化兴中-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 16:42:24,913 - my_logger - INFO - Column 库存期货:INE原油:浙江:中化兴中-巴士拉轻油(I 级) was last updated at 2024-11-08 2024-11-14 16:42:24,917 - my_logger - INFO - Column 库存期货:INE原油:浙江:中油大榭-上扎库姆原油 was last updated at 2021-03-26 2024-11-14 16:42:24,920 - my_logger - INFO - Column 库存期货:INE原油:浙江:中国石化册子岛-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 16:42:24,923 - my_logger - INFO - Column 库存期货:INE原油:浙江:中国石化册子岛-巴士拉轻油(I 级) was last updated at 2024-11-08 2024-11-14 16:42:24,927 - my_logger - INFO - Column 库存期货:INE原油:山东:青岛港董家口-阿曼原油 was last updated at 2021-02-10 2024-11-14 16:42:24,930 - my_logger - INFO - Column 库存期货:INE原油:山东:中化弘润潍坊-阿曼原油 was last updated at 2023-04-14 2024-11-14 16:42:24,933 - my_logger - INFO - Column 库存期货:INE原油:山东:中化弘润潍坊-上扎库姆原油 was last updated at 2023-04-14 2024-11-14 16:42:24,936 - my_logger - INFO - Column 库存期货:INE原油:山东:中化弘润潍坊-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 16:42:24,939 - my_logger - INFO - Column 库存期货:INE原油:山东:中化弘润潍坊-巴士拉轻油(I 级) was last updated at 2023-04-14 2024-11-14 16:42:24,943 - my_logger - INFO - Column 库存期货:INE原油:山东:中国石化日照-上扎库姆原油 was last updated at 2024-11-08 2024-11-14 16:42:24,947 - my_logger - INFO - Column 库存期货:INE原油:山东:中国石化日照-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 16:42:24,951 - my_logger - INFO - Column 库存期货:INE原油:山东:中国石化日照-巴士拉轻油(I 级) was last updated at 2024-11-08 2024-11-14 16:42:24,954 - my_logger - INFO - Column 库存期货:INE原油:山东:山港青岛实华 was last updated at 2024-11-13 2024-11-14 16:42:24,956 - my_logger - INFO - Column 库存期货:INE原油:山东:山港青岛实华-阿曼原油 was last updated at 2024-11-08 2024-11-14 16:42:24,959 - my_logger - INFO - Column 库存期货:INE原油:山东:山港海业董家口 was last updated at 2024-11-13 2024-11-14 16:42:24,962 - my_logger - INFO - Column 库存期货:INE原油:上海:洋山石油-巴士拉轻油(I 级) was last updated at 2024-11-08 2024-11-14 16:42:24,966 - my_logger - INFO - Column 库存期货:INE原油:上海:洋山石油-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 16:42:24,969 - my_logger - INFO - Column 库存期货:INE原油:广东:中油湛江-卡塔尔海洋油 was last updated at 2024-11-08 2024-11-14 16:42:24,972 - my_logger - INFO - Column 库存期货:INE原油:广东:中油湛江-阿曼原油 was last updated at 2024-11-08 2024-11-14 16:42:24,976 - my_logger - INFO - Column 库存期货:INE原油:广东:中油湛江-巴士拉轻油(I 级) was last updated at 2024-11-08 2024-11-14 16:42:24,979 - my_logger - INFO - Column 库存期货:INE原油:广东:中油湛江-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 16:42:24,982 - my_logger - INFO - Column 库存期货:INE原油:广东:中国石化湛江-巴士拉轻油(I级) was last updated at 2024-11-08 2024-11-14 16:42:24,985 - my_logger - INFO - Column 库存期货:INE原油:广东:中国石化湛江-卡塔尔海洋油 was last updated at 2024-11-08 2024-11-14 16:42:24,989 - my_logger - INFO - Column 库存期货:INE原油:广东:中国石化湛江-上扎库姆原油 was last updated at 2024-11-08 2024-11-14 16:42:24,993 - my_logger - INFO - Column 库存期货:INE原油:海南:中国石化海南-上扎库姆原油 was last updated at 2024-11-08 2024-11-14 16:42:24,996 - my_logger - INFO - Column 库存期货:INE原油:海南:中国石化海南-阿曼原油 was last updated at 2024-11-08 2024-11-14 16:42:25,001 - my_logger - INFO - Column 库存期货:INE原油:河北:中国石化曹妃甸-巴士拉轻油(I 级) was last updated at 2024-11-08 2024-11-14 16:42:25,003 - my_logger - INFO - Column 库存期货:INE原油:河北:中国石化曹妃甸-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 16:42:25,007 - my_logger - INFO - Column 库存期货:INE原油:辽宁:北方油品-巴士拉轻油(I 级) was last updated at 2024-11-08 2024-11-14 16:42:25,010 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连保税-上扎库姆原油 was last updated at 2024-11-08 2024-11-14 16:42:25,015 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连保税-巴士拉轻油(I级) was last updated at 2024-11-08 2024-11-14 16:42:25,018 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连保税-阿曼原油 was last updated at 2024-11-08 2024-11-14 16:42:25,022 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连国际-巴士拉轻油(I级) was last updated at 2024-11-08 2024-11-14 16:42:25,026 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连国际-阿曼原油 was last updated at 2024-11-08 2024-11-14 16:42:25,030 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连国际-上扎库姆原油 was last updated at 2024-11-08 2024-11-14 16:42:25,033 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连国际-迪拜原油 was last updated at 2024-11-08 2024-11-14 16:42:25,035 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油国际大连-迪拜原油 was last updated at 2020-10-30 2024-11-14 16:42:25,038 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油国际大连-阿曼原油 was last updated at 2020-10-30 2024-11-14 16:42:25,042 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油国际大连-巴士拉轻油(I 级) was last updated at 2020-10-30 2024-11-14 16:42:25,044 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油国际大连-上扎库姆原油 was last updated at 2020-10-30 2024-11-14 16:42:25,048 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油国际大连-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 16:42:25,051 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连-巴士拉轻油(I 级) was last updated at 2020-10-30 2024-11-14 16:42:25,053 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连-阿曼原油 was last updated at 2020-10-30 2024-11-14 16:42:25,056 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连-上扎库姆原油 was last updated at 2020-10-30 2024-11-14 16:42:25,059 - my_logger - INFO - Column 库存期货:INE原油:辽宁:中油大连-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 16:42:25,062 - my_logger - INFO - Column 库存期货:INE原油:辽宁:北方油品-巴士拉轻油 was last updated at 2020-07-31 2024-11-14 16:42:25,064 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-11-13 2024-11-14 16:42:25,068 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-11-14 2024-11-14 16:42:25,071 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-11-14 2024-11-14 16:42:25,074 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-11-14 2024-11-14 16:42:25,078 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-11-14 2024-11-14 16:42:25,081 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-11-13 2024-11-14 16:42:25,084 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-14 2024-11-14 16:42:25,088 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-14 2024-11-14 16:42:25,091 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-11-14 2024-11-14 16:42:25,094 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-11-13 2024-11-14 16:42:25,097 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-11-13 2024-11-14 16:42:25,101 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-11-13 2024-11-14 16:42:25,104 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-11-13 2024-11-14 16:42:25,108 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-13 2024-11-14 16:42:25,112 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-13 2024-11-14 16:42:25,116 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-13 2024-11-14 16:42:25,120 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-11-14 2024-11-14 16:42:25,124 - my_logger - INFO - Column B00.IPE结算价 was last updated at 2024-11-13 2024-11-14 16:42:25,127 - my_logger - INFO - Column B02.IPE结算价 was last updated at 2024-11-13 2024-11-14 16:42:25,131 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-13 2024-11-14 16:42:25,135 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-13 2024-11-14 16:42:25,138 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-11-13 2024-11-14 16:42:25,142 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-11-13 2024-11-14 16:42:25,146 - my_logger - INFO - Column B03.IPE结算价 was last updated at 2024-11-13 2024-11-14 16:42:25,150 - my_logger - INFO - Column B04.IPE结算价 was last updated at 2024-11-13 2024-11-14 16:42:25,153 - my_logger - INFO - Column B05.IPE结算价 was last updated at 2024-11-13 2024-11-14 16:42:25,157 - my_logger - INFO - Column B06.IPE结算价 was last updated at 2024-11-13 2024-11-14 16:42:25,162 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-11-13 2024-11-14 16:42:25,166 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-13 2024-11-14 16:42:25,170 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-13 2024-11-14 16:42:25,174 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-11-13 2024-11-14 16:42:25,177 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-11-13 2024-11-14 16:42:25,180 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-11-13 2024-11-14 16:42:25,183 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-11-13 2024-11-14 16:42:25,186 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-13 2024-11-14 16:42:25,191 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-13 2024-11-14 16:42:25,194 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-11-13 2024-11-14 16:42:25,197 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-10-31 2024-11-14 16:42:25,199 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-10-31 2024-11-14 16:42:25,202 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本(Oman c1预估) was last updated at 2024-11-13 2024-11-14 16:42:25,206 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-13 2024-11-14 16:42:25,210 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-13 2024-11-14 16:42:25,213 - my_logger - INFO - Column Brent c1 15:00收盘价 was last updated at 2024-10-30 2024-11-14 16:42:25,216 - my_logger - INFO - Column Brent c2 15:00收盘价 was last updated at 2024-10-30 2024-11-14 16:42:25,219 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-01 2024-11-14 16:42:25,222 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-01 2024-11-14 16:42:25,226 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-01 2024-11-14 16:42:25,228 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-01 2024-11-14 16:42:25,231 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-01 2024-11-14 16:42:25,233 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR）超季节性/4年(含今年) was last updated at 2024-11-01 2024-11-14 16:42:25,236 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-01 2024-11-14 16:42:25,240 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-01 2024-11-14 16:42:25,244 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-01 2024-11-14 16:42:25,247 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-01 2024-11-14 16:42:25,249 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-01 2024-11-14 16:42:25,252 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-01 2024-11-14 16:42:25,255 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20 2024-11-14 16:42:25,259 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21 2024-11-14 16:42:25,262 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-06 2024-11-14 16:42:25,265 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-08 2024-11-14 16:42:25,268 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-01 2024-11-14 16:42:25,271 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-01 2024-11-14 16:42:25,324 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周）超季节性/3年 was last updated at 2024-05-24 2024-11-14 16:42:25,349 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-01 2024-11-14 16:42:25,374 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04 2024-11-14 16:42:25,378 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-01 2024-11-14 16:42:25,382 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-01 2024-11-14 16:42:25,385 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24 2024-11-14 16:42:25,389 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-11-13 2024-11-14 16:42:25,392 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-11-13 2024-11-14 16:42:25,396 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-11-13 2024-11-14 16:42:25,399 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-08 2024-11-14 16:42:25,402 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-01 2024-11-14 16:42:25,407 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-01 2024-11-14 16:42:25,411 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-01 2024-11-14 16:42:25,420 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-01 2024-11-14 16:42:25,426 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-01 2024-11-14 16:42:25,430 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-01 2024-11-14 16:42:25,433 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-01 2024-11-14 16:42:25,437 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-01 2024-11-14 16:42:25,441 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-01 2024-11-14 16:42:25,445 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-01 2024-11-14 16:42:25,449 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-01 2024-11-14 16:42:25,452 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-01 2024-11-14 16:42:25,457 - my_logger - INFO - Column 美国:库存量:商业原油 was last updated at 2024-04-05 2024-11-14 16:42:25,462 - my_logger - INFO - Column 美国:库存量:商业原油:俄克拉何马库欣 was last updated at 2024-04-05 2024-11-14 16:42:25,465 - my_logger - INFO - Column 美国:库存量:原油和石油产品(不包括战略石油储备) was last updated at 2024-04-05 2024-11-14 16:42:25,469 - my_logger - INFO - Column 美国:库存量:原油和石油产品(包括战略石油储备) was last updated at 2024-04-05 2024-11-14 16:42:25,473 - my_logger - INFO - Column 美国:库存量:原油(包括战略石油储备):阿拉斯加(船上)转运 was last updated at 2024-04-05 2024-11-14 16:42:25,477 - my_logger - INFO - Column 库存:原油 was last updated at 2024-08-16 2024-11-14 16:42:25,480 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-01 2024-11-14 16:42:25,483 - my_logger - INFO - Column 全球原油海陆总量 was last updated at 2024-08-20 2024-11-14 16:42:25,486 - my_logger - INFO - Column 全球原油陆上库存 was last updated at None 2024-11-14 16:42:25,490 - my_logger - INFO - Column 全球原油浮仓(>7天) was last updated at 2024-08-20 2024-11-14 16:42:25,494 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-08 2024-11-14 16:42:25,497 - my_logger - INFO - Column 富查伊拉原油海陆库存 was last updated at 2024-07-21 2024-11-14 16:42:25,499 - my_logger - INFO - Column 富查伊拉原油陆上库存 was last updated at 2024-07-21 2024-11-14 16:42:25,502 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-01 2024-11-14 16:42:25,505 - my_logger - INFO - Column 全球海陆原油总量 was last updated at 2024-11-07 2024-11-14 16:42:25,509 - my_logger - INFO - Column 全球海上原油 was last updated at 2024-11-07 2024-11-14 16:42:25,512 - my_logger - INFO - Column 全球陆上岸罐原油库存 was last updated at 2024-11-07 2024-11-14 16:42:25,515 - my_logger - INFO - Column 全球原油浮仓总量 was last updated at 2024-11-07 2024-11-14 16:42:25,519 - my_logger - INFO - Column 全球原油陆上SPR库存 was last updated at 2024-11-07 2024-11-14 16:42:25,523 - my_logger - INFO - Column 全球原油陆上库容 was last updated at 2024-11-07 2024-11-14 16:42:25,526 - my_logger - INFO - Column 全球原油陆上库容率 was last updated at 2024-09-19 2024-11-14 16:42:25,528 - my_logger - INFO - Column 全球原油陆上商业和炼厂库存 was last updated at 2024-11-07 2024-11-14 16:42:25,531 - my_logger - INFO - Column 美国柴油总库存 was last updated at 2024-11-01 2024-11-14 16:42:25,535 - my_logger - INFO - Column 美国汽油总库存 was last updated at 2024-11-01 2024-11-14 16:42:25,537 - my_logger - INFO - Column 美国原油库欣商业库存 was last updated at 2024-11-01 2024-11-14 16:42:25,541 - my_logger - INFO - Column 美国原油商业库存 was last updated at 2024-11-01 2024-11-14 16:42:25,545 - my_logger - INFO - Column 美国原油战略库存 was last updated at 2024-11-01 2024-11-14 16:42:25,548 - my_logger - INFO - Column 美国原油总库存 was last updated at 2024-11-01 2024-11-14 16:42:25,550 - my_logger - INFO - Column 美国原油及成品油总库存 was last updated at 2024-11-01 2024-11-14 16:42:25,554 - my_logger - INFO - Column 美国原油及成品油总库存(除SPR) was last updated at 2024-11-01 2024-11-14 16:42:25,557 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-01 2024-11-14 16:42:25,561 - my_logger - INFO - Column 汽油PADD5库存 was last updated at 2024-11-01 2024-11-14 16:42:25,565 - my_logger - INFO - Column 汽油PADD4库存 was last updated at 2024-11-01 2024-11-14 16:42:25,568 - my_logger - INFO - Column 汽油PADD3库存 was last updated at 2024-11-01 2024-11-14 16:42:25,571 - my_logger - INFO - Column 汽油PADD2库存 was last updated at 2024-11-01 2024-11-14 16:42:25,575 - my_logger - INFO - Column 汽油PADD1库存 was last updated at 2024-11-01 2024-11-14 16:42:25,578 - my_logger - INFO - Column 汽油成品库存 was last updated at 2024-11-01 2024-11-14 16:42:25,581 - my_logger - INFO - Column 汽油调油组分库存 was last updated at 2024-11-01 2024-11-14 16:42:25,585 - my_logger - INFO - Column 原油PADD5商业库存 was last updated at 2024-11-01 2024-11-14 16:42:25,588 - my_logger - INFO - Column 原油PADD4商业库存 was last updated at 2024-11-01 2024-11-14 16:42:25,591 - my_logger - INFO - Column 原油PADD3商业库存 was last updated at 2024-11-01 2024-11-14 16:42:25,596 - my_logger - INFO - Column 原油PADD2商业库存 was last updated at 2024-11-01 2024-11-14 16:42:25,599 - my_logger - INFO - Column 原油PADD1商业库存 was last updated at 2024-11-01 2024-11-14 16:42:25,602 - my_logger - INFO - Column 成品油总库存 was last updated at 2024-11-01 2024-11-14 16:42:25,605 - my_logger - INFO - Column 航空燃料油总库存 was last updated at 2024-11-01 2024-11-14 16:42:25,609 - my_logger - INFO - Column 柴油PADD5库存 was last updated at 2024-11-01 2024-11-14 16:42:25,612 - my_logger - INFO - Column 柴油PADD4库存 was last updated at 2024-11-01 2024-11-14 16:42:25,616 - my_logger - INFO - Column 柴油PADD3库存 was last updated at 2024-11-01 2024-11-14 16:42:25,619 - my_logger - INFO - Column 柴油PADD2库存 was last updated at 2024-11-01 2024-11-14 16:42:25,623 - my_logger - INFO - Column 柴油PADD1库存 was last updated at 2024-11-01 2024-11-14 16:42:25,626 - my_logger - INFO - Column 中国陆上和浮仓原油总量 was last updated at 2024-11-11 2024-11-14 16:42:25,629 - my_logger - INFO - Column 中国陆上原油库容 was last updated at 2024-11-11 2024-11-14 16:42:25,633 - my_logger - INFO - Column 中国陆上原油库容率 was last updated at 2024-11-11 2024-11-14 16:42:25,636 - my_logger - INFO - Column 中国陆上原油商业库存 was last updated at 2024-11-11 2024-11-14 16:42:25,640 - my_logger - INFO - Column 中国陆上原油炼厂库存 was last updated at 2024-11-11 2024-11-14 16:42:25,643 - my_logger - INFO - Column 中国海上原油浮仓 was last updated at 2024-11-11 2024-11-14 16:42:25,647 - my_logger - INFO - Column 中国海上原油总量 was last updated at 2024-11-11 2024-11-14 16:42:25,651 - my_logger - INFO - Column 中国海陆原油总量 was last updated at 2024-11-11 2024-11-14 16:42:25,654 - my_logger - INFO - Column 中国陆上原油库存 was last updated at 2024-11-11 2024-11-14 16:42:25,658 - my_logger - INFO - Column 中国陆上原油SPR库存 was last updated at 2024-11-11 2024-11-14 16:42:25,662 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-11-14 2024-11-14 16:42:25,665 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-13 2024-11-14 16:42:25,668 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-11-13 2024-11-14 16:42:25,672 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-11-13 2024-11-14 16:42:25,677 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-11-13 2024-11-14 16:42:25,680 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-11-13 2024-11-14 16:42:25,683 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-12 2024-11-14 16:42:25,686 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-12 2024-11-14 16:42:25,690 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-11-12 2024-11-14 16:42:25,694 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-11-12 2024-11-14 16:42:25,698 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-11-12 2024-11-14 16:42:25,701 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-11-13 2024-11-14 16:42:25,706 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-11-13 2024-11-14 16:42:25,709 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-11-13 2024-11-14 16:42:25,713 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-11-13 2024-11-14 16:42:25,716 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-11-13 2024-11-14 16:42:25,720 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-11-13 2024-11-14 16:42:25,723 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-11-13 2024-11-14 16:42:25,726 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-11-13 2024-11-14 16:42:25,729 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-11-13 2024-11-14 16:42:25,732 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-11-13 2024-11-14 16:42:25,736 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-11-13 2024-11-14 16:42:25,740 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-11-13 2024-11-14 16:42:25,743 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-11-13 2024-11-14 16:42:25,746 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-11-13 2024-11-14 16:42:25,749 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-11-13 2024-11-14 16:42:25,752 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-11-13 2024-11-14 16:42:25,755 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-11-13 2024-11-14 16:42:25,758 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-11-13 2024-11-14 16:42:25,762 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-11-13 2024-11-14 16:42:25,766 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-11-12 2024-11-14 16:42:25,769 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-11-13 2024-11-14 16:42:25,772 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-13 2024-11-14 16:42:25,776 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-11-13 2024-11-14 16:42:25,780 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-11-14 2024-11-14 16:42:25,783 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-13 2024-11-14 16:42:25,786 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-11-12 2024-11-14 16:42:25,789 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-11-13 2024-11-14 16:42:25,792 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-11-13 2024-11-14 16:42:25,795 - my_logger - INFO - Column DFL was last updated at 2024-11-12 2024-11-14 16:42:25,799 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-11-13 2024-11-14 16:42:25,802 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-11-13 2024-11-14 16:42:25,807 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-11-13 2024-11-14 16:42:25,810 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-11-13 2024-11-14 16:42:25,812 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-11-13 2024-11-14 16:42:25,816 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-11-13 2024-11-14 16:42:25,818 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-11-13 2024-11-14 16:42:25,821 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-11-13 2024-11-14 16:42:25,826 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-11-13 2024-11-14 16:42:25,829 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-11-13 2024-11-14 16:42:25,831 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-13 2024-11-14 16:42:25,834 - my_logger - INFO - Column B-W价差 was last updated at 2024-11-13 2024-11-14 16:42:25,837 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-11-14 2024-11-14 16:42:25,841 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-12 2024-11-14 16:42:25,845 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-11-14 2024-11-14 16:42:25,848 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-11-14 2024-11-14 16:42:25,851 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-11-12 2024-11-14 16:42:25,854 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-12 2024-11-14 16:42:25,858 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-11-13 2024-11-14 16:42:25,861 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-11-14 2024-11-14 16:42:25,864 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-11-14 2024-11-14 16:42:25,867 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-11-13 2024-11-14 16:42:25,870 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-11-14 2024-11-14 16:42:25,874 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-11-14 2024-11-14 16:42:25,879 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-11-12 2024-11-14 16:42:25,882 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-11-12 2024-11-14 16:42:25,885 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-11-12 2024-11-14 16:42:25,889 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-11-12 2024-11-14 16:42:25,892 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-11-12 2024-11-14 16:42:25,895 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-11-12 2024-11-14 16:42:25,898 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31 2024-11-14 16:42:25,900 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-11-12 2024-11-14 16:42:25,904 - my_logger - INFO - Column 现货价:马瑞原油:山东 was last updated at 2024-11-12 2024-11-14 16:42:25,908 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-12 2024-11-14 16:42:25,912 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-13 2024-11-14 16:42:25,915 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-13 2024-11-14 16:42:25,917 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-11-13 2024-11-14 16:42:25,921 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-12 2024-11-14 16:42:25,925 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-11-13 2024-11-14 16:42:25,929 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-11-13 2024-11-14 16:42:25,932 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-11-13 2024-11-14 16:42:25,935 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-11-13 2024-11-14 16:42:25,939 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-11-13 2024-11-14 16:42:25,943 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-11-13 2024-11-14 16:42:25,945 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-01 2024-11-14 16:42:25,948 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-11-13 2024-11-14 16:42:25,952 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-05 2024-11-14 16:42:25,956 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-13 2024-11-14 16:42:25,960 - my_logger - INFO - Column Brent主力收盘价 was last updated at 2024-11-13 2024-11-14 16:42:25,963 - my_logger - INFO - Column 现货价:原油:科威特能源公司 was last updated at 2024-11-12 2024-11-14 16:42:25,967 - my_logger - INFO - Column 现货价:原油:美国西德克萨斯中级轻质原油(WTI) was last updated at 2024-11-12 2024-11-14 16:42:25,970 - my_logger - INFO - Column 现货价:原油:英国布伦特Dtd was last updated at 2024-11-12 2024-11-14 16:42:25,973 - my_logger - INFO - Column 现货价:原油(阿联酋迪拜) was last updated at 2024-11-12 2024-11-14 16:42:25,976 - my_logger - INFO - Column 现货价:原油(阿曼) was last updated at 2024-11-12 2024-11-14 16:42:25,979 - my_logger - INFO - Column 现货价:原油(马来西亚塔皮斯) was last updated at 2024-11-12 2024-11-14 16:42:25,983 - my_logger - INFO - Column 现货价:原油(印尼杜里) was last updated at 2024-11-12 2024-11-14 16:42:25,986 - my_logger - INFO - Column 现货价:原油(印尼米纳斯) was last updated at 2024-11-12 2024-11-14 16:42:25,990 - my_logger - INFO - Column 现货价:原油(印尼辛塔) was last updated at 2024-11-12 2024-11-14 16:42:25,993 - my_logger - INFO - Column 现货价:原油(中国大庆) was last updated at 2024-11-12 2024-11-14 16:42:25,996 - my_logger - INFO - Column 现货价:原油(中国胜利) was last updated at 2024-11-12 2024-11-14 16:42:25,998 - my_logger - INFO - Column OPEC:一揽子原油价格 was last updated at 2024-11-12 2024-11-14 16:42:26,001 - my_logger - INFO - Column 现货价:原油(布伦特):FOB欧洲 was last updated at 2024-11-12 2024-11-14 16:42:26,004 - my_logger - INFO - Column 现货价:原油(西德克萨斯中级轻质原油(WTI)):FOB库欣 was last updated at 2024-11-12 2024-11-14 16:42:26,007 - my_logger - INFO - Column 中国:现货领先价格:中质含硫原油 was last updated at 2024-04-03 2024-11-14 16:42:26,011 - my_logger - INFO - Column 中国:一揽子原油价格变化率 was last updated at 2024-11-11 2024-11-14 16:42:26,014 - my_logger - INFO - Column 收盘价:原油指数 was last updated at 2024-11-13 2024-11-14 16:42:26,018 - my_logger - INFO - Column 原油运输指数(BDTI) was last updated at 2024-11-12 2024-11-14 16:42:26,020 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-13 2024-11-14 16:42:26,024 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-13 2024-11-14 16:42:26,028 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-13 2024-11-14 16:42:26,031 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-13 2024-11-14 16:42:26,034 - my_logger - INFO - Column Oman FOB M2 was last updated at None 2024-11-14 16:42:26,036 - my_logger - INFO - Column Oman FOB M3 was last updated at None 2024-11-14 16:42:26,041 - my_logger - INFO - Column Oman FOB M4 was last updated at None 2024-11-14 16:42:26,045 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-13 2024-11-14 16:42:26,048 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-13 2024-11-14 16:42:26,051 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-11-11 2024-11-14 16:42:26,054 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-11-11 2024-11-14 16:42:26,057 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-11-13 2024-11-14 16:42:26,062 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-11-12 2024-11-14 16:42:26,064 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-11-13 2024-11-14 16:42:26,067 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-11-13 2024-11-14 16:42:26,070 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-11-13 2024-11-14 16:42:26,074 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-11-13 2024-11-14 16:42:26,078 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-11-13 2024-11-14 16:42:26,080 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-11-13 2024-11-14 16:42:26,083 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-11-13 2024-11-14 16:42:26,087 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-11-13 2024-11-14 16:42:26,091 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-11-13 2024-11-14 16:42:26,094 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-13 2024-11-14 16:42:26,096 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-13 2024-11-14 16:42:26,100 - my_logger - INFO - Column BRENT2410 was last updated at 2024-09-09 2024-11-14 16:42:26,103 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-11-13 2024-11-14 16:42:26,107 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-11-13 2024-11-14 16:42:26,110 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-11-14 2024-11-14 16:42:26,113 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-11-14 2024-11-14 16:42:26,116 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-11-14 2024-11-14 16:42:26,119 - my_logger - INFO - Column Brent c2 16:30收盘价 was last updated at 2024-10-30 2024-11-14 16:42:26,122 - my_logger - INFO - Column Brent c1 02:30收盘价 was last updated at 2024-10-31 2024-11-14 16:42:26,125 - my_logger - INFO - Column Brent c2 02:30收盘价 was last updated at 2024-10-31 2024-11-14 16:42:26,129 - my_logger - INFO - Column Brent c1 16:30收盘价 was last updated at 2024-10-30 2024-11-14 16:42:26,132 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-11-14 2024-11-14 16:42:26,135 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-11-14 2024-11-14 16:42:26,138 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-11-14 2024-11-14 16:42:26,142 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-11-14 2024-11-14 16:42:26,145 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-11-13 2024-11-14 16:42:26,148 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-11-13 2024-11-14 16:42:26,151 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-11-13 2024-11-14 16:42:26,154 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-11-13 2024-11-14 16:42:26,157 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-11-13 2024-11-14 16:42:26,161 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-11-13 2024-11-14 16:42:26,163 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-11-13 2024-11-14 16:42:26,166 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-11-13 2024-11-14 16:42:26,170 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-11-12 2024-11-14 16:42:26,174 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-11-13 2024-11-14 16:42:26,177 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-11-13 2024-11-14 16:42:26,180 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-11-13 2024-11-14 16:42:26,183 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-11-13 2024-11-14 16:42:26,186 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-11-13 2024-11-14 16:42:26,190 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-11-13 2024-11-14 16:42:26,193 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-11-13 2024-11-14 16:42:26,197 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-13 2024-11-14 16:42:26,200 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-11-13 2024-11-14 16:42:26,203 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-11-13 2024-11-14 16:42:26,207 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-11-13 2024-11-14 16:42:26,210 - my_logger - INFO - Column EFS c2 02:30收盘价 was last updated at 2024-10-31 2024-11-14 16:42:26,214 - my_logger - INFO - Column WTI c1 结算 was last updated at 2024-10-31 2024-11-14 16:42:26,217 - my_logger - INFO - Column WTI c2 结算 was last updated at 2024-10-31 2024-11-14 16:42:26,220 - my_logger - INFO - Column WTI c4 结算 was last updated at 2024-10-31 2024-11-14 16:42:26,223 - my_logger - INFO - Column Brent c2 结算 was last updated at 2024-10-31 2024-11-14 16:42:26,225 - my_logger - INFO - Column Brent c3 结算 was last updated at 2024-10-31 2024-11-14 16:42:26,228 - my_logger - INFO - Column Brent c4 结算 was last updated at 2024-10-31 2024-11-14 16:42:26,231 - my_logger - INFO - Column EFS c1 02:30收盘价 was last updated at 2024-10-31 2024-11-14 16:42:26,234 - my_logger - INFO - Column Brent c1 结算 was last updated at 2024-10-31 2024-11-14 16:42:26,238 - my_logger - INFO - Column WTI c3 结算 was last updated at 2024-10-31 2024-11-14 16:42:26,241 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-14 16:42:26,245 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-14 16:42:26,247 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-14 16:42:26,250 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-14 16:42:26,252 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-01 2024-11-14 16:42:26,255 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-01 2024-11-14 16:42:26,258 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-01 2024-11-14 16:42:26,262 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-01 2024-11-14 16:42:26,265 - my_logger - INFO - Column 原油：开工率：东北地区：独立炼厂（周） was last updated at 2023-03-31 2024-11-14 16:42:26,267 - my_logger - INFO - Column 原油：常减压：产能利用率：山东：独立炼厂（周） was last updated at 2024-11-08 2024-11-14 16:42:26,271 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-08 2024-11-14 16:42:26,275 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-01 2024-11-14 16:42:26,279 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-01 2024-11-14 16:42:26,282 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,286 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-01 2024-11-14 16:42:26,289 - my_logger - INFO - Column 原油：常减压：独立炼厂：产能利用率：中国（周） was last updated at 2024-11-01 2024-11-14 16:42:26,292 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-08 2024-11-14 16:42:26,295 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-01 2024-11-14 16:42:26,297 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-01 2024-11-14 16:42:26,300 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-01 2024-11-14 16:42:26,304 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-08 2024-11-14 16:42:26,308 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-08 2024-11-14 16:42:26,311 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-08 2024-11-14 16:42:26,314 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,317 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,320 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,323 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,326 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,329 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,332 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,335 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,339 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,343 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,345 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,349 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,353 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-08 2024-11-14 16:42:26,356 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-08 2024-11-14 16:42:26,359 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-08 2024-11-14 16:42:26,362 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-08 2024-11-14 16:42:26,366 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-08 2024-11-14 16:42:26,370 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-08 2024-11-14 16:42:26,374 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27 2024-11-14 16:42:26,378 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,381 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,385 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,387 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-01 2024-11-14 16:42:26,390 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-08 2024-11-14 16:42:26,393 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-01 2024-11-14 16:42:26,396 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-08 2024-11-14 16:42:26,400 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-01 2024-11-14 16:42:26,403 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-01 2024-11-14 16:42:26,406 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-08 2024-11-14 16:42:26,410 - my_logger - INFO - Column 美国:企业债利差:美银美国高收益CCC或以下级企业债期权调整利差 was last updated at 2024-10-31 2024-11-14 16:42:26,413 - my_logger - INFO - Column 钻机数量:美国:当周值 was last updated at 2024-04-05 2024-11-14 16:42:26,416 - my_logger - INFO - Column 钻机数量:加拿大:当周值 was last updated at 2024-04-05 2024-11-14 16:42:26,419 - my_logger - INFO - Column 美国:产量:原油 was last updated at 2024-10-11 2024-11-14 16:42:26,422 - my_logger - INFO - Column 美国可利用天然气库存（48州合计） was last updated at 2024-11-01 2024-11-14 16:42:26,426 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-08 2024-11-14 16:42:26,429 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-01 2024-11-14 16:42:26,432 - my_logger - INFO - Column 美国车用汽油混合成分净投入量 was last updated at 2024-11-01 2024-11-14 16:42:26,436 - my_logger - INFO - Column 航空燃料油产量 was last updated at 2024-11-01 2024-11-14 16:42:26,440 - my_logger - INFO - Column 柴油产量 was last updated at 2024-11-01 2024-11-14 16:42:26,442 - my_logger - INFO - Column 汽油产量 was last updated at 2024-11-01 2024-11-14 16:42:26,446 - my_logger - INFO - Column 美国原油周度产量 was last updated at 2024-11-01 2024-11-14 16:42:26,449 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-01 2024-11-14 16:42:26,452 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-01 2024-11-14 16:42:26,455 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-01 2024-11-14 16:42:26,458 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-01 2024-11-14 16:42:26,461 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-01 2024-11-14 16:42:26,464 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-01 2024-11-14 16:42:26,467 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-01 2024-11-14 16:42:26,470 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-01 2024-11-14 16:42:26,473 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-01 2024-11-14 16:42:26,477 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-01 2024-11-14 16:42:26,480 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-01 2024-11-14 16:42:26,484 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-11-12 2024-11-14 16:42:26,486 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-11-12 2024-11-14 16:42:26,489 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-01 2024-11-14 16:42:26,493 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-01 2024-11-14 16:42:26,495 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-01 2024-11-14 16:42:26,498 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-01 2024-11-14 16:42:26,502 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-01 2024-11-14 16:42:26,505 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-01 2024-11-14 16:42:26,510 - my_logger - INFO - Column 全球原油海上总量 was last updated at 2024-08-20 2024-11-14 16:42:26,513 - my_logger - INFO - Column Kpler-OPEC+ （除OPEC）原油海运周度出口 was last updated at None 2024-11-14 16:42:26,516 - my_logger - INFO - Column Kpler-俄罗斯原油海运周度出口 was last updated at 2024-08-19 2024-11-14 16:42:26,518 - my_logger - INFO - Column 伊朗原油周度出口（含暗船） was last updated at 2024-08-19 2024-11-14 16:42:26,521 - my_logger - INFO - Column Kpler-美国原油进口（周度） was last updated at 2024-08-25 2024-11-14 16:42:26,525 - my_logger - INFO - Column Kpler-美国原油出口（周度） was last updated at 2024-08-25 2024-11-14 16:42:26,528 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25 2024-11-14 16:42:26,531 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,533 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,538 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,541 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,544 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,547 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,550 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,552 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,555 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,559 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,562 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,565 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,568 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,571 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,575 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,579 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,582 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27 2024-11-14 16:42:26,586 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,588 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,592 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,596 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,598 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,602 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28 2024-11-14 16:42:26,605 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,607 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,610 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,613 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,617 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,621 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,625 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,629 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,632 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,635 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,638 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,642 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-10-20 2024-11-14 16:42:26,645 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,649 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,653 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,657 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,660 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,663 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,666 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,670 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,672 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,675 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,679 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-03 2024-11-14 16:42:26,681 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,685 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,688 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,691 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,695 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,698 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-10-27 2024-11-14 16:42:26,701 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,704 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,707 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,712 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,716 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-10-27 2024-11-14 16:42:26,718 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,720 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,724 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,727 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,730 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-10-27 2024-11-14 16:42:26,733 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,735 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,738 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,742 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,744 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,748 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,751 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,754 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,759 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,762 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,764 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,767 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,770 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,774 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,776 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,781 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,784 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,787 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,791 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-03 2024-11-14 16:42:26,794 - my_logger - INFO - Column 航空燃料油周度净进口 was last updated at 2024-11-01 2024-11-14 16:42:26,798 - my_logger - INFO - Column 航空燃料油周度出口 was last updated at 2024-11-01 2024-11-14 16:42:26,801 - my_logger - INFO - Column 航空燃料油周度进口 was last updated at 2024-11-01 2024-11-14 16:42:26,804 - my_logger - INFO - Column 柴油周度净进口 was last updated at 2024-11-01 2024-11-14 16:42:26,808 - my_logger - INFO - Column 柴油周度出口 was last updated at 2024-11-01 2024-11-14 16:42:26,811 - my_logger - INFO - Column 柴油周度进口 was last updated at 2024-11-01 2024-11-14 16:42:26,813 - my_logger - INFO - Column 汽油周度净进口 was last updated at 2024-11-01 2024-11-14 16:42:26,816 - my_logger - INFO - Column 汽油周度出口 was last updated at 2024-11-01 2024-11-14 16:42:26,819 - my_logger - INFO - Column 汽油周度进口 was last updated at 2024-11-01 2024-11-14 16:42:26,823 - my_logger - INFO - Column 原油周度净进口 was last updated at 2024-11-01 2024-11-14 16:42:26,826 - my_logger - INFO - Column 原油周度出口 was last updated at 2024-11-01 2024-11-14 16:42:26,829 - my_logger - INFO - Column 原油周度进口 was last updated at 2024-11-01 2024-11-14 16:42:26,832 - my_logger - INFO - Column 成品油周度净进口 was last updated at 2024-11-01 2024-11-14 16:42:26,836 - my_logger - INFO - Column 成品油周度出口 was last updated at 2024-11-01 2024-11-14 16:42:26,839 - my_logger - INFO - Column 成品油周度进口 was last updated at 2024-11-01 2024-11-14 16:42:26,842 - my_logger - INFO - Column 原油和成品油周度净进口 was last updated at 2024-11-01 2024-11-14 16:42:26,845 - my_logger - INFO - Column 原油和成品油周度出口 was last updated at 2024-11-01 2024-11-14 16:42:26,848 - my_logger - INFO - Column 原油和成品油周度进口 was last updated at 2024-11-01 2024-11-14 16:42:26,851 - my_logger - INFO - Column Kpler-沙特原油出口 was last updated at 2024-08-19 2024-11-14 16:42:26,853 - my_logger - INFO - Column Saudi was last updated at 2024-08-19 2024-11-14 16:42:26,858 - my_logger - INFO - Column Saudi-Kuwaiti Neutral Zone was last updated at 2024-08-19 2024-11-14 16:42:26,861 - my_logger - INFO - Column Kpler-OPEC+原油海运出口 was last updated at 2024-08-19 2024-11-14 16:42:26,864 - my_logger - INFO - Column Kpler-OPEC+（除OPEC）原油海运出口 was last updated at 2024-08-19 2024-11-14 16:42:26,868 - my_logger - INFO - Column Kpler-OPEC原油海运出口 was last updated at 2024-08-19 2024-11-14 16:42:26,871 - my_logger - INFO - Column Kpler-OPEC中东原油海运出口 was last updated at 2024-08-19 2024-11-14 16:42:26,874 - my_logger - INFO - Column iraq was last updated at 2024-08-19 2024-11-14 16:42:26,877 - my_logger - INFO - Column Kpler-阿联酋原油海运出口 was last updated at 2024-08-19 2024-11-14 16:42:26,880 - my_logger - INFO - Column Kpler-科威特原油海运出口 was last updated at 2024-08-19 2024-11-14 16:42:26,883 - my_logger - INFO - Column Nigeria was last updated at 2024-08-19 2024-11-14 16:42:26,886 - my_logger - INFO - Column Brazil was last updated at 2024-08-19 2024-11-14 16:42:26,889 - my_logger - INFO - Column Mexico was last updated at 2024-08-19 2024-11-14 16:42:26,893 - my_logger - INFO - Column Iran was last updated at 2024-08-19 2024-11-14 16:42:26,896 - my_logger - INFO - Column Oman was last updated at 2024-08-19 2024-11-14 16:42:26,900 - my_logger - INFO - Column Libya was last updated at 2024-08-19 2024-11-14 16:42:26,904 - my_logger - INFO - Column Venezuela was last updated at 2024-08-19 2024-11-14 16:42:26,908 - my_logger - INFO - Column Algeria was last updated at 2024-08-19 2024-11-14 16:42:26,912 - my_logger - INFO - Column Malaysia was last updated at 2024-08-19 2024-11-14 16:42:26,915 - my_logger - INFO - Column Republic of the Congo was last updated at 2024-08-19 2024-11-14 16:42:26,918 - my_logger - INFO - Column Gabon was last updated at 2024-08-19 2024-11-14 16:42:26,921 - my_logger - INFO - Column Sudan was last updated at 2024-08-19 2024-11-14 16:42:26,925 - my_logger - INFO - Column Equatorial Guinea was last updated at 2024-08-19 2024-11-14 16:42:26,928 - my_logger - INFO - Column Brunei was last updated at 2024-08-19 2024-11-14 16:42:26,932 - my_logger - INFO - Column Kazakhstan was last updated at 2024-08-19 2024-11-14 16:42:26,935 - my_logger - INFO - Column 美国原油海运出口 was last updated at 2024-08-19 2024-11-14 16:42:26,939 - my_logger - INFO - Column 美国原油出口—其他区域 was last updated at 2024-07-28 2024-11-14 16:42:26,942 - my_logger - INFO - Column 美国原油出口至大洋洲 was last updated at 2024-07-28 2024-11-14 16:42:26,946 - my_logger - INFO - Column 美国原油出口至非洲 was last updated at 2024-07-28 2024-11-14 16:42:26,948 - my_logger - INFO - Column 美国原油出口至亚洲 was last updated at 2024-07-28 2024-11-14 16:42:26,951 - my_logger - INFO - Column 美国原油出口至中国 was last updated at 2024-05-26 2024-11-14 16:42:26,955 - my_logger - INFO - Column 美国原油出口至美洲地区 was last updated at 2024-07-28 2024-11-14 16:42:26,959 - my_logger - INFO - Column 美国原油出口至欧洲 was last updated at 2024-07-28 2024-11-14 16:42:26,962 - my_logger - INFO - Column 德国原油海运进口 was last updated at 2024-08-12 2024-11-14 16:42:26,965 - my_logger - INFO - Column 欧洲原油海运进口 was last updated at 2024-08-12 2024-11-14 16:42:26,968 - my_logger - INFO - Column 印度原油海运进口 was last updated at 2024-08-12 2024-11-14 16:42:26,971 - my_logger - INFO - Column 中国原油海运进口 was last updated at 2024-08-12 2024-11-14 16:42:26,976 - my_logger - INFO - Column 印度成品油海运进口 was last updated at 2024-07-21 2024-11-14 16:42:26,979 - my_logger - INFO - Column 中国汽油海运进口 was last updated at 2024-07-21 2024-11-14 16:42:26,983 - my_logger - INFO - Column 印度柴油海运进口 was last updated at 2024-07-21 2024-11-14 16:42:26,986 - my_logger - INFO - Column 印度汽油海运进口 was last updated at 2024-07-21 2024-11-14 16:42:26,989 - my_logger - INFO - Column 中国柴油海运进口 was last updated at 2024-07-21 2024-11-14 16:42:26,992 - my_logger - INFO - Column 中国成品油海运进口 was last updated at 2024-07-21 2024-11-14 16:42:26,995 - my_logger - INFO - Column 欧洲航煤海运进口 was last updated at 2024-07-21 2024-11-14 16:42:26,998 - my_logger - INFO - Column 欧洲燃料油海运进口 was last updated at 2024-07-21 2024-11-14 16:42:27,001 - my_logger - INFO - Column 欧洲石脑油海运进口 was last updated at 2024-07-21 2024-11-14 16:42:27,005 - my_logger - INFO - Column 欧洲汽油海运进口 was last updated at 2024-07-21 2024-11-14 16:42:27,008 - my_logger - INFO - Column 欧洲柴油海运进口 was last updated at 2024-07-21 2024-11-14 16:42:27,011 - my_logger - INFO - Column 欧洲成品油海运进口 was last updated at 2024-07-21 2024-11-14 16:42:27,014 - my_logger - INFO - Column 美国汽油海运出口 was last updated at 2024-08-12 2024-11-14 16:42:27,017 - my_logger - INFO - Column 俄罗斯柴油海运出口 was last updated at 2024-08-12 2024-11-14 16:42:27,021 - my_logger - INFO - Column 俄罗斯成品油海运出口 was last updated at 2024-08-12 2024-11-14 16:42:27,024 - my_logger - INFO - Column 美国柴油海运出口 was last updated at 2024-08-12 2024-11-14 16:42:27,028 - my_logger - INFO - Column 美国成品油海运出口 was last updated at 2024-08-12 2024-11-14 16:42:27,031 - my_logger - INFO - Column 俄罗斯汽油海运出口 was last updated at 2024-08-12 2024-11-14 16:42:27,035 - my_logger - INFO - Column 美国原油净出口 was last updated at 2024-03-24 2024-11-14 16:42:27,039 - my_logger - INFO - Column 10年期美国国债收益率 was last updated at 2024-11-12 2024-11-14 16:42:27,043 - my_logger - INFO - Column 2年期美国国债收益率 was last updated at 2024-11-12 2024-11-14 16:42:27,046 - my_logger - INFO - Column 美元指数 was last updated at 2024-04-10 2024-11-14 16:42:27,049 - my_logger - INFO - Column 期货收盘价(活跃合约):COMEX黄金 was last updated at 2024-04-10 2024-11-14 16:42:27,052 - my_logger - INFO - Column 伦敦现货白银:以美元计价 was last updated at 2024-04-10 2024-11-14 16:42:27,056 - my_logger - INFO - Column 现货结算价:LME铜 was last updated at 2024-04-09 2024-11-14 16:42:27,060 - my_logger - INFO - Column 中国沿海散货运价指数:原油 was last updated at None 2024-11-14 16:42:27,063 - my_logger - INFO - Column 海上丝绸之路进口原油运价指数:原油(265000MT):中东湾拉斯坦努拉-中国宁波 was last updated at None 2024-11-14 16:42:27,065 - my_logger - INFO - Column 海上丝绸之路进口原油运价指数 was last updated at None 2024-11-14 16:42:27,070 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-11-13 2024-11-14 16:42:27,074 - my_logger - INFO - Column 西北欧陆上原油库存和浮仓总量 was last updated at 2024-10-14 2024-11-14 16:42:27,077 - my_logger - INFO - Column 西北欧陆上原油浮仓 was last updated at 2024-10-14 2024-11-14 16:42:27,081 - my_logger - INFO - Column 英国陆上原油库存 was last updated at 2024-10-14 2024-11-14 16:42:27,084 - my_logger - INFO - Column 瑞典陆上原油库存 was last updated at 2024-10-14 2024-11-14 16:42:27,088 - my_logger - INFO - Column 西班牙陆上原油库存 was last updated at 2024-10-14 2024-11-14 16:42:27,092 - my_logger - INFO - Column 葡萄牙陆上原油库存 was last updated at 2024-10-14 2024-11-14 16:42:27,096 - my_logger - INFO - Column 波兰陆上原油库存 was last updated at 2024-10-14 2024-11-14 16:42:27,099 - my_logger - INFO - Column 挪威陆上原油库存 was last updated at 2024-10-14 2024-11-14 16:42:27,103 - my_logger - INFO - Column 荷兰陆上原油库存 was last updated at 2024-10-14 2024-11-14 16:42:27,107 - my_logger - INFO - Column 立陶宛陆上原油库存 was last updated at 2024-10-14 2024-11-14 16:42:27,111 - my_logger - INFO - Column 爱尔兰陆上原油库存 was last updated at 2024-10-14 2024-11-14 16:42:27,114 - my_logger - INFO - Column 德国陆上原油库存 was last updated at 2024-10-14 2024-11-14 16:42:27,117 - my_logger - INFO - Column 法国陆上原油库存 was last updated at 2024-10-14 2024-11-14 16:42:27,120 - my_logger - INFO - Column 丹麦陆上原油库存 was last updated at 2024-10-14 2024-11-14 16:42:27,123 - my_logger - INFO - Column 比利时陆上原油库存 was last updated at 2024-10-14 2024-11-14 16:42:27,127 - my_logger - INFO - Column 西北欧陆上原油SPR库存 was last updated at 2024-10-14 2024-11-14 16:42:27,130 - my_logger - INFO - Column 西北欧陆上原油炼厂库存 was last updated at 2024-10-14 2024-11-14 16:42:27,132 - my_logger - INFO - Column 西北欧陆上原油商业库存 was last updated at 2024-10-14 2024-11-14 16:42:27,136 - my_logger - INFO - Column 西北欧陆上原油库容 was last updated at 2024-10-14 2024-11-14 16:42:27,140 - my_logger - INFO - Column 西北欧陆上原油库存 was last updated at 2024-10-14 2024-11-14 16:42:27,143 - my_logger - INFO - Column ovx index was last updated at 2024-11-13 2024-11-14 16:42:27,145 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-13 2024-11-14 16:42:27,148 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-13 2024-11-14 16:42:27,150 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-13 2024-11-14 16:42:27,154 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-13 2024-11-14 16:42:27,157 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-01 2024-11-14 16:42:27,160 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-05 2024-11-14 16:42:27,163 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-05 2024-11-14 16:42:27,167 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-05 2024-11-14 16:42:27,170 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-12 2024-11-14 16:42:27,214 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-13 2024-11-14 16:42:27,242 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-13 2024-11-14 16:42:27,257 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv 2024-11-14 16:42:27,258 - my_logger - INFO - 删除两月不更新特征前数据量：(2510, 930) 2024-11-14 16:42:28,977 - my_logger - INFO - 删除两月不更新特征后数据量：(2510, 635) 2024-11-14 16:42:28,986 - my_logger - INFO - 删除预测列为空值的行后数据量：(1776, 635) 2024-11-14 16:42:28,993 - my_logger - INFO - 删除全为空值的列后数据量：(1776, 557) 2024-11-14 16:53:37,519 - my_logger - INFO - 从eta获取数据... 2024-11-14 16:53:37,519 - my_logger - INFO - 从eta获取数据... 2024-11-14 16:54:30,126 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和 2024-11-14 16:54:30,126 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和 2024-11-14 16:54:30,128 - my_logger - INFO - 跳过指标 PP2409前20多单量 2024-11-14 16:54:30,128 - my_logger - INFO - 跳过指标 PP2409前20多单量 2024-11-14 16:54:30,130 - my_logger - INFO - 跳过指标 PP2409前20空单量 2024-11-14 16:54:30,130 - my_logger - INFO - 跳过指标 PP2409前20空单量 2024-11-14 16:54:54,655 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] 2024-11-14 16:54:54,655 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] 2024-11-14 16:54:54,657 - my_logger - INFO - lmcads03 lme comdty 2024-11-14 16:54:54,657 - my_logger - INFO - lmcads03 lme comdty 2024-11-14 16:54:55,104 - my_logger - INFO - GC1 COMB Comdty 2024-11-14 16:54:55,104 - my_logger - INFO - GC1 COMB Comdty 2024-11-14 16:54:55,849 - my_logger - INFO - C2404171822 2024-11-14 16:54:55,849 - my_logger - INFO - C2404171822 2024-11-14 16:54:56,675 - my_logger - INFO - dxy curncy 2024-11-14 16:54:56,675 - my_logger - INFO - dxy curncy 2024-11-14 16:54:57,331 - my_logger - INFO - S5443199 2024-11-14 16:54:57,331 - my_logger - INFO - S5443199 2024-11-14 16:54:57,677 - my_logger - INFO - S5479800 2024-11-14 16:54:57,677 - my_logger - INFO - S5479800 2024-11-14 16:54:57,973 - my_logger - INFO - S5443108 2024-11-14 16:54:57,973 - my_logger - INFO - S5443108 2024-11-14 16:54:58,332 - my_logger - INFO - H7358586 2024-11-14 16:54:58,332 - my_logger - INFO - H7358586 2024-11-14 16:54:58,537 - my_logger - INFO - LC3FM1 INDEX 2024-11-14 16:54:58,537 - my_logger - INFO - LC3FM1 INDEX 2024-11-14 16:54:58,836 - my_logger - INFO - CNY REGN Curncy 2024-11-14 16:54:58,836 - my_logger - INFO - CNY REGN Curncy 2024-11-14 16:54:59,768 - my_logger - INFO - s0105897 2024-11-14 16:54:59,768 - my_logger - INFO - s0105897 2024-11-14 16:55:00,279 - my_logger - INFO - M0067419 2024-11-14 16:55:00,279 - my_logger - INFO - M0067419 2024-11-14 16:55:00,712 - my_logger - INFO - M0066351 2024-11-14 16:55:00,712 - my_logger - INFO - M0066351 2024-11-14 16:55:01,179 - my_logger - INFO - S0266372 2024-11-14 16:55:01,179 - my_logger - INFO - S0266372 2024-11-14 16:55:01,517 - my_logger - INFO - S0266438 2024-11-14 16:55:01,517 - my_logger - INFO - S0266438 2024-11-14 16:55:01,888 - my_logger - INFO - S0266506 2024-11-14 16:55:01,888 - my_logger - INFO - S0266506 2024-11-14 16:55:02,322 - my_logger - INFO - date 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） 华东聚丙烯基差（折盘面收盘价） ... 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 6552 2024-11-14 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN 949 2024-11-13 NaN NaN NaN NaN ... 5347.0 NaN NaN NaN NaN 950 2024-11-12 NaN NaN NaN NaN ... 5350.0 NaN NaN NaN NaN 951 2024-11-11 NaN NaN NaN NaN ... 5335.0 NaN NaN NaN NaN 6553 2024-11-10 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN [5 rows x 356 columns] 2024-11-14 16:55:02,322 - my_logger - INFO - date 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） 华东聚丙烯基差（折盘面收盘价） ... 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 6552 2024-11-14 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN 949 2024-11-13 NaN NaN NaN NaN ... 5347.0 NaN NaN NaN NaN 950 2024-11-12 NaN NaN NaN NaN ... 5350.0 NaN NaN NaN NaN 951 2024-11-11 NaN NaN NaN NaN ... 5335.0 NaN NaN NaN NaN 6553 2024-11-10 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN [5 rows x 356 columns] 2024-11-14 16:56:54,669 - my_logger - INFO - 删除两月不更新特征前数据量：(2510, 353) 2024-11-14 16:56:54,669 - my_logger - INFO - 删除两月不更新特征前数据量：(2510, 353) 2024-11-14 16:56:55,404 - my_logger - INFO - 删除两月不更新特征后数据量：(2510, 313) 2024-11-14 16:56:55,404 - my_logger - INFO - 删除两月不更新特征后数据量：(2510, 313) 2024-11-14 16:56:55,409 - my_logger - INFO - 删除预测列为空值的行后数据量：(768, 313) 2024-11-14 16:56:55,409 - my_logger - INFO - 删除预测列为空值的行后数据量：(768, 313) 2024-11-14 16:56:55,414 - my_logger - INFO - 删除全为空值的列后数据量：(768, 313) 2024-11-14 16:56:55,414 - my_logger - INFO - 删除全为空值的列后数据量：(768, 313) 2024-11-14 16:56:58,912 - my_logger - INFO - 日度(220) 周度(91) 168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 .. ... ... ... 215 PE期货收盘价 216 PP连续-1月 217 PP连续-5月 218 PP连续-9月 219 y [220 rows x 3 columns] 2024-11-14 16:56:58,912 - my_logger - INFO - 日度(220) 周度(91) 168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 .. ... ... ... 215 PE期货收盘价 216 PP连续-1月 217 PP连续-5月 218 PP连续-9月 219 y [220 rows x 3 columns] 2024-11-14 16:56:58,951 - my_logger - INFO - 特征信息：总共有310个,日度(220),周度(91),168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： 2024-11-14 16:56:58,951 - my_logger - INFO - 特征信息：总共有310个,日度(220),周度(91),168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： 2024-11-14 16:56:58,954 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-14 16:56:58,954 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-14 16:57:00,316 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', y = '7323.333333333333' WHERE ds = '2024-11-13 00:00:00' 2024-11-14 16:57:00,316 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', y = '7323.333333333333' WHERE ds = '2024-11-13 00:00:00' 2024-11-14 16:57:00,328 - my_logger - INFO - 开始训练模型... 2024-11-14 16:57:00,328 - my_logger - INFO - 开始训练模型... 2024-11-14 16:57:00,355 - my_logger - INFO - Training set head: 2024-11-14 16:57:00,355 - my_logger - INFO - Training set head: 2024-11-14 16:57:00,356 - my_logger - INFO - ds 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） ... is_quarter_end is_year_start is_year_end unique_id 737 2021-10-19 -165.5689 57.0 -93.0 ... 0.0 0.0 0.0 1 736 2021-10-20 -165.5689 198.0 48.0 ... 0.0 0.0 0.0 1 735 2021-10-21 -165.5689 215.0 -75.0 ... 0.0 0.0 0.0 1 734 2021-10-22 -165.5689 177.0 -63.0 ... 0.0 0.0 0.0 1 733 2021-10-25 -165.5689 298.0 -2.0 ... 0.0 0.0 0.0 1 [5 rows x 328 columns] 2024-11-14 16:57:00,356 - my_logger - INFO - ds 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） ... is_quarter_end is_year_start is_year_end unique_id 737 2021-10-19 -165.5689 57.0 -93.0 ... 0.0 0.0 0.0 1 736 2021-10-20 -165.5689 198.0 48.0 ... 0.0 0.0 0.0 1 735 2021-10-21 -165.5689 215.0 -75.0 ... 0.0 0.0 0.0 1 734 2021-10-22 -165.5689 177.0 -63.0 ... 0.0 0.0 0.0 1 733 2021-10-25 -165.5689 298.0 -2.0 ... 0.0 0.0 0.0 1 [5 rows x 328 columns] 2024-11-14 16:57:01,511 - my_logger - INFO - Testing set head: 2024-11-14 16:57:01,511 - my_logger - INFO - Testing set head: 2024-11-14 16:57:01,513 - my_logger - INFO - ds 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） ... is_quarter_end is_year_start is_year_end unique_id 588 2022-05-31 638.7137 -22.0 -152.0 ... 0.0 0.0 0.0 1 587 2022-06-01 621.7030 22.0 -178.0 ... 0.0 0.0 0.0 1 586 2022-06-02 552.9803 40.0 -160.0 ... 0.0 0.0 0.0 1 585 2022-06-06 603.3724 74.0 -96.0 ... 0.0 0.0 0.0 1 584 2022-06-07 637.3217 65.0 -105.0 ... 0.0 0.0 0.0 1 [5 rows x 328 columns] 2024-11-14 16:57:01,513 - my_logger - INFO - ds 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） ... is_quarter_end is_year_start is_year_end unique_id 588 2022-05-31 638.7137 -22.0 -152.0 ... 0.0 0.0 0.0 1 587 2022-06-01 621.7030 22.0 -178.0 ... 0.0 0.0 0.0 1 586 2022-06-02 552.9803 40.0 -160.0 ... 0.0 0.0 0.0 1 585 2022-06-06 603.3724 74.0 -96.0 ... 0.0 0.0 0.0 1 584 2022-06-07 637.3217 65.0 -105.0 ... 0.0 0.0 0.0 1 [5 rows x 328 columns] 2024-11-14 17:10:10,570 - my_logger - INFO - 模型训练完成 2024-11-14 17:10:10,570 - my_logger - INFO - 模型训练完成 2024-11-14 17:10:10,575 - my_logger - INFO - 训练数据绘图ing 2024-11-14 17:10:10,575 - my_logger - INFO - 训练数据绘图ing 2024-11-14 17:10:20,820 - my_logger - INFO - 训练数据绘图end 2024-11-14 17:10:20,820 - my_logger - INFO - 训练数据绘图end 2024-11-14 17:10:20,822 - my_logger - INFO - 制作报告ing 2024-11-14 17:10:20,822 - my_logger - INFO - 制作报告ing 2024-11-14 17:10:21,092 - my_logger - INFO - 开始绘制价差类指标的相关性直方图 2024-11-14 17:10:21,092 - my_logger - INFO - 开始绘制价差类指标的相关性直方图 2024-11-14 17:10:24,762 - my_logger - INFO - 价差类指标的相关性总和为：10.83304396837478 2024-11-14 17:10:24,762 - my_logger - INFO - 价差类指标的相关性总和为：10.83304396837478 2024-11-14 17:10:24,766 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 2024-11-14 17:10:24,766 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 2024-11-14 17:10:42,214 - my_logger - INFO - 价格类指标的相关性总和为：92.7812942298938 2024-11-14 17:10:42,214 - my_logger - INFO - 价格类指标的相关性总和为：92.7812942298938 2024-11-14 17:10:42,217 - my_logger - INFO - 开始绘制供应类指标的相关性直方图 2024-11-14 17:10:42,217 - my_logger - INFO - 开始绘制供应类指标的相关性直方图 2024-11-14 17:10:45,678 - my_logger - INFO - 供应类指标的相关性总和为：19.37950544637941 2024-11-14 17:10:45,678 - my_logger - INFO - 供应类指标的相关性总和为：19.37950544637941 2024-11-14 17:10:45,681 - my_logger - INFO - 开始绘制其他类指标的相关性直方图 2024-11-14 17:10:45,681 - my_logger - INFO - 开始绘制其他类指标的相关性直方图 2024-11-14 17:10:49,266 - my_logger - INFO - 其他类指标的相关性总和为：12.057234678318345 2024-11-14 17:10:49,266 - my_logger - INFO - 其他类指标的相关性总和为：12.057234678318345 2024-11-14 17:10:49,269 - my_logger - INFO - 开始绘制库存类指标的相关性直方图 2024-11-14 17:10:49,269 - my_logger - INFO - 开始绘制库存类指标的相关性直方图 2024-11-14 17:10:53,414 - my_logger - INFO - 库存类指标的相关性总和为：11.03280245702033 2024-11-14 17:10:53,414 - my_logger - INFO - 库存类指标的相关性总和为：11.03280245702033 2024-11-14 17:10:53,417 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图 2024-11-14 17:10:53,417 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图 2024-11-14 17:10:56,438 - my_logger - INFO - 进出口类指标的相关性总和为：1.623533191308815 2024-11-14 17:10:56,438 - my_logger - INFO - 进出口类指标的相关性总和为：1.623533191308815 2024-11-14 17:10:56,449 - my_logger - INFO - 开始绘制需求类指标的相关性直方图 2024-11-14 17:10:56,449 - my_logger - INFO - 开始绘制需求类指标的相关性直方图 2024-11-14 17:10:59,183 - my_logger - INFO - 需求类指标的相关性总和为：6.77890012103893 2024-11-14 17:10:59,183 - my_logger - INFO - 需求类指标的相关性总和为：6.77890012103893 2024-11-14 17:10:59,185 - my_logger - INFO - 开始绘制相关性总和的气泡图 2024-11-14 17:10:59,185 - my_logger - INFO - 开始绘制相关性总和的气泡图 2024-11-14 17:10:59,811 - my_logger - INFO - 绘制相关性总和的气泡图结束 2024-11-14 17:10:59,811 - my_logger - INFO - 绘制相关性总和的气泡图结束 2024-11-14 17:11:04,511 - my_logger - INFO - 制作报告end 2024-11-14 17:11:04,511 - my_logger - INFO - 制作报告end 2024-11-14 17:11:04,512 - my_logger - INFO - 模型训练完成 2024-11-14 17:11:04,512 - my_logger - INFO - 模型训练完成 2024-11-15 10:22:14,978 - my_logger - INFO - 从eta获取数据... 2024-11-15 10:22:14,978 - my_logger - INFO - 从eta获取数据... 2024-11-15 10:31:36,325 - my_logger - INFO - 从eta获取数据... 2024-11-15 10:31:36,325 - my_logger - INFO - 从eta获取数据... 2024-11-15 10:32:20,381 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和 2024-11-15 10:32:20,381 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和 2024-11-15 10:32:20,382 - my_logger - INFO - 跳过指标 PP2409前20多单量 2024-11-15 10:32:20,382 - my_logger - INFO - 跳过指标 PP2409前20多单量 2024-11-15 10:32:20,383 - my_logger - INFO - 跳过指标 PP2409前20空单量 2024-11-15 10:32:20,383 - my_logger - INFO - 跳过指标 PP2409前20空单量 2024-11-15 10:32:42,510 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] 2024-11-15 10:32:42,510 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] 2024-11-15 10:32:42,511 - my_logger - INFO - lmcads03 lme comdty 2024-11-15 10:32:42,511 - my_logger - INFO - lmcads03 lme comdty 2024-11-15 10:32:42,907 - my_logger - INFO - GC1 COMB Comdty 2024-11-15 10:32:42,907 - my_logger - INFO - GC1 COMB Comdty 2024-11-15 10:32:43,590 - my_logger - INFO - C2404171822 2024-11-15 10:32:43,590 - my_logger - INFO - C2404171822 2024-11-15 10:32:44,275 - my_logger - INFO - dxy curncy 2024-11-15 10:32:44,275 - my_logger - INFO - dxy curncy 2024-11-15 10:32:44,892 - my_logger - INFO - S5443199 2024-11-15 10:32:44,892 - my_logger - INFO - S5443199 2024-11-15 10:32:45,222 - my_logger - INFO - S5479800 2024-11-15 10:32:45,222 - my_logger - INFO - S5479800 2024-11-15 10:32:45,520 - my_logger - INFO - S5443108 2024-11-15 10:32:45,520 - my_logger - INFO - S5443108 2024-11-15 10:32:45,861 - my_logger - INFO - H7358586 2024-11-15 10:32:45,861 - my_logger - INFO - H7358586 2024-11-15 10:32:46,055 - my_logger - INFO - LC3FM1 INDEX 2024-11-15 10:32:46,055 - my_logger - INFO - LC3FM1 INDEX 2024-11-15 10:32:46,329 - my_logger - INFO - CNY REGN Curncy 2024-11-15 10:32:46,329 - my_logger - INFO - CNY REGN Curncy 2024-11-15 10:32:47,149 - my_logger - INFO - s0105897 2024-11-15 10:32:47,149 - my_logger - INFO - s0105897 2024-11-15 10:32:47,642 - my_logger - INFO - M0067419 2024-11-15 10:32:47,642 - my_logger - INFO - M0067419 2024-11-15 10:32:48,051 - my_logger - INFO - M0066351 2024-11-15 10:32:48,051 - my_logger - INFO - M0066351 2024-11-15 10:32:48,460 - my_logger - INFO - S0266372 2024-11-15 10:32:48,460 - my_logger - INFO - S0266372 2024-11-15 10:32:48,768 - my_logger - INFO - S0266438 2024-11-15 10:32:48,768 - my_logger - INFO - S0266438 2024-11-15 10:32:49,064 - my_logger - INFO - S0266506 2024-11-15 10:32:49,064 - my_logger - INFO - S0266506 2024-11-15 10:32:49,422 - my_logger - INFO - date 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） 华东聚丙烯基差（折盘面收盘价） ... 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 2915 2024-11-15 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN 1963 2024-11-14 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN 949 2024-11-13 NaN NaN NaN NaN ... 5347.0 NaN NaN NaN NaN 950 2024-11-12 NaN NaN NaN NaN ... 5350.0 NaN NaN NaN NaN 951 2024-11-11 NaN NaN NaN NaN ... 5335.0 NaN NaN NaN NaN [5 rows x 356 columns] 2024-11-15 10:32:49,422 - my_logger - INFO - date 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） 华东聚丙烯基差（折盘面收盘价） ... 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 2915 2024-11-15 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN 1963 2024-11-14 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN 949 2024-11-13 NaN NaN NaN NaN ... 5347.0 NaN NaN NaN NaN 950 2024-11-12 NaN NaN NaN NaN ... 5350.0 NaN NaN NaN NaN 951 2024-11-11 NaN NaN NaN NaN ... 5335.0 NaN NaN NaN NaN [5 rows x 356 columns] 2024-11-15 10:33:47,509 - my_logger - INFO - 删除两月不更新特征前数据量：(2511, 353) 2024-11-15 10:33:47,509 - my_logger - INFO - 删除两月不更新特征前数据量：(2511, 353) 2024-11-15 10:33:47,943 - my_logger - INFO - 删除两月不更新特征后数据量：(2511, 315) 2024-11-15 10:33:47,943 - my_logger - INFO - 删除两月不更新特征后数据量：(2511, 315) 2024-11-15 10:33:47,946 - my_logger - INFO - 删除预测列为空值的行后数据量：(769, 315) 2024-11-15 10:33:47,946 - my_logger - INFO - 删除预测列为空值的行后数据量：(769, 315) 2024-11-15 10:33:47,948 - my_logger - INFO - 删除全为空值的列后数据量：(769, 315) 2024-11-15 10:33:47,948 - my_logger - INFO - 删除全为空值的列后数据量：(769, 315) 2024-11-15 10:33:49,757 - my_logger - INFO - 日度(219) 周度(94) 49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 .. ... ... ... 214 PE期货收盘价 215 PP连续-1月 216 PP连续-5月 217 PP连续-9月 218 y [219 rows x 3 columns] 2024-11-15 10:33:49,757 - my_logger - INFO - 日度(219) 周度(94) 49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 .. ... ... ... 214 PE期货收盘价 215 PP连续-1月 216 PP连续-5月 217 PP连续-9月 218 y [219 rows x 3 columns] 2024-11-15 10:33:49,781 - my_logger - INFO - 特征信息：总共有312个,日度(219),周度(94),49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： 2024-11-15 10:33:49,781 - my_logger - INFO - 特征信息：总共有312个,日度(219),周度(94),49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： 2024-11-15 10:33:49,783 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-15 10:33:49,783 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-15 10:33:50,640 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-14 00:00:00', y = '7353.333333333333' WHERE ds = '2024-11-14 00:00:00' 2024-11-15 10:33:50,640 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-14 00:00:00', y = '7353.333333333333' WHERE ds = '2024-11-14 00:00:00' 2024-11-15 10:33:50,651 - my_logger - INFO - 开始训练模型... 2024-11-15 10:33:50,651 - my_logger - INFO - 开始训练模型... 2024-11-15 10:33:50,663 - my_logger - INFO - Training set head: 2024-11-15 10:33:50,663 - my_logger - INFO - Training set head: 2024-11-15 10:33:50,664 - my_logger - INFO - ds 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） ... is_quarter_end is_year_start is_year_end unique_id 737 2021-10-19 -165.5689 57.0 -93.0 ... 0.0 0.0 0.0 1 736 2021-10-20 -165.5689 198.0 48.0 ... 0.0 0.0 0.0 1 735 2021-10-21 -165.5689 215.0 -75.0 ... 0.0 0.0 0.0 1 734 2021-10-22 -165.5689 177.0 -63.0 ... 0.0 0.0 0.0 1 733 2021-10-25 -165.5689 298.0 -2.0 ... 0.0 0.0 0.0 1 [5 rows x 330 columns] 2024-11-15 10:33:50,664 - my_logger - INFO - ds 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） ... is_quarter_end is_year_start is_year_end unique_id 737 2021-10-19 -165.5689 57.0 -93.0 ... 0.0 0.0 0.0 1 736 2021-10-20 -165.5689 198.0 48.0 ... 0.0 0.0 0.0 1 735 2021-10-21 -165.5689 215.0 -75.0 ... 0.0 0.0 0.0 1 734 2021-10-22 -165.5689 177.0 -63.0 ... 0.0 0.0 0.0 1 733 2021-10-25 -165.5689 298.0 -2.0 ... 0.0 0.0 0.0 1 [5 rows x 330 columns] 2024-11-15 10:33:51,264 - my_logger - INFO - Testing set head: 2024-11-15 10:33:51,264 - my_logger - INFO - Testing set head: 2024-11-15 10:33:51,266 - my_logger - INFO - ds 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） ... is_quarter_end is_year_start is_year_end unique_id 588 2022-05-31 638.7137 -22.0 -152.0 ... 0.0 0.0 0.0 1 587 2022-06-01 621.7030 22.0 -178.0 ... 0.0 0.0 0.0 1 586 2022-06-02 552.9803 40.0 -160.0 ... 0.0 0.0 0.0 1 585 2022-06-06 603.3724 74.0 -96.0 ... 0.0 0.0 0.0 1 584 2022-06-07 637.3217 65.0 -105.0 ... 0.0 0.0 0.0 1 [5 rows x 330 columns] 2024-11-15 10:33:51,266 - my_logger - INFO - ds 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） ... is_quarter_end is_year_start is_year_end unique_id 588 2022-05-31 638.7137 -22.0 -152.0 ... 0.0 0.0 0.0 1 587 2022-06-01 621.7030 22.0 -178.0 ... 0.0 0.0 0.0 1 586 2022-06-02 552.9803 40.0 -160.0 ... 0.0 0.0 0.0 1 585 2022-06-06 603.3724 74.0 -96.0 ... 0.0 0.0 0.0 1 584 2022-06-07 637.3217 65.0 -105.0 ... 0.0 0.0 0.0 1 [5 rows x 330 columns] 2024-11-15 10:41:05,394 - my_logger - INFO - 模型训练完成 2024-11-15 10:41:05,394 - my_logger - INFO - 模型训练完成 2024-11-15 10:41:05,398 - my_logger - INFO - 训练数据绘图ing 2024-11-15 10:41:05,398 - my_logger - INFO - 训练数据绘图ing 2024-11-15 10:41:10,877 - my_logger - INFO - 训练数据绘图end 2024-11-15 10:41:10,877 - my_logger - INFO - 训练数据绘图end 2024-11-15 10:41:10,878 - my_logger - INFO - 制作报告ing 2024-11-15 10:41:10,878 - my_logger - INFO - 制作报告ing 2024-11-15 10:41:11,032 - my_logger - INFO - 开始绘制价差类指标的相关性直方图 2024-11-15 10:41:11,032 - my_logger - INFO - 开始绘制价差类指标的相关性直方图 2024-11-15 10:41:12,915 - my_logger - INFO - 价差类指标的相关性总和为：10.822808508596959 2024-11-15 10:41:12,915 - my_logger - INFO - 价差类指标的相关性总和为：10.822808508596959 2024-11-15 10:41:12,917 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 2024-11-15 10:41:12,917 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 2024-11-15 10:41:25,901 - my_logger - INFO - 价格类指标的相关性总和为：92.77770276442804 2024-11-15 10:41:25,901 - my_logger - INFO - 价格类指标的相关性总和为：92.77770276442804 2024-11-15 10:41:25,902 - my_logger - INFO - 开始绘制供应类指标的相关性直方图 2024-11-15 10:41:25,902 - my_logger - INFO - 开始绘制供应类指标的相关性直方图 2024-11-15 10:41:27,846 - my_logger - INFO - 供应类指标的相关性总和为：19.649430762353205 2024-11-15 10:41:27,846 - my_logger - INFO - 供应类指标的相关性总和为：19.649430762353205 2024-11-15 10:41:27,847 - my_logger - INFO - 开始绘制其他类指标的相关性直方图 2024-11-15 10:41:27,847 - my_logger - INFO - 开始绘制其他类指标的相关性直方图 2024-11-15 10:41:29,600 - my_logger - INFO - 其他类指标的相关性总和为：12.058831482194625 2024-11-15 10:41:29,600 - my_logger - INFO - 其他类指标的相关性总和为：12.058831482194625 2024-11-15 10:41:29,602 - my_logger - INFO - 开始绘制库存类指标的相关性直方图 2024-11-15 10:41:29,602 - my_logger - INFO - 开始绘制库存类指标的相关性直方图 2024-11-15 10:41:31,833 - my_logger - INFO - 库存类指标的相关性总和为：11.26205006333274 2024-11-15 10:41:31,833 - my_logger - INFO - 库存类指标的相关性总和为：11.26205006333274 2024-11-15 10:41:31,835 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图 2024-11-15 10:41:31,835 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图 2024-11-15 10:41:32,304 - my_logger - INFO - 进出口类指标的相关性总和为：1.6227401679206914 2024-11-15 10:41:32,304 - my_logger - INFO - 进出口类指标的相关性总和为：1.6227401679206914 2024-11-15 10:41:32,305 - my_logger - INFO - 开始绘制需求类指标的相关性直方图 2024-11-15 10:41:32,305 - my_logger - INFO - 开始绘制需求类指标的相关性直方图 2024-11-15 10:41:33,604 - my_logger - INFO - 需求类指标的相关性总和为：6.776548898393244 2024-11-15 10:41:33,604 - my_logger - INFO - 需求类指标的相关性总和为：6.776548898393244 2024-11-15 10:41:33,606 - my_logger - INFO - 开始绘制相关性总和的气泡图 2024-11-15 10:41:33,606 - my_logger - INFO - 开始绘制相关性总和的气泡图 2024-11-15 10:41:33,922 - my_logger - INFO - 绘制相关性总和的气泡图结束 2024-11-15 10:41:33,922 - my_logger - INFO - 绘制相关性总和的气泡图结束 2024-11-15 10:41:36,892 - my_logger - INFO - 制作报告end 2024-11-15 10:41:36,892 - my_logger - INFO - 制作报告end 2024-11-15 10:41:36,894 - my_logger - INFO - 模型训练完成 2024-11-15 10:41:36,894 - my_logger - INFO - 模型训练完成 2024-11-15 14:56:13,150 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-15 14:56:13,150 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-15 14:56:59,824 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 14:56:59,828 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 14:56:59,830 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 14:56:59,832 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-15 14:56:59,834 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 14:56:59,836 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 14:56:59,838 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-08 2024-11-15 14:56:59,840 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-15 2024-11-15 14:56:59,843 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10 2024-11-15 14:56:59,845 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-08 2024-11-15 14:56:59,847 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-08 2024-11-15 14:56:59,849 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-08 2024-11-15 14:56:59,851 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 14:56:59,852 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 14:56:59,855 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 14:56:59,857 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-15 2024-11-15 14:56:59,859 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04 2024-11-15 14:56:59,861 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04 2024-11-15 14:56:59,863 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-08 2024-11-15 14:56:59,866 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-08 2024-11-15 14:56:59,868 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-15 2024-11-15 14:56:59,870 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-15 2024-11-15 14:56:59,872 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-08 2024-11-15 14:56:59,874 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-15 2024-11-15 14:56:59,876 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-08 2024-11-15 14:56:59,878 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-08 2024-11-15 14:56:59,880 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-08 2024-11-15 14:56:59,882 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-08 2024-11-15 14:56:59,884 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-08 2024-11-15 14:56:59,886 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-08 2024-11-15 14:56:59,888 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-08 2024-11-15 14:56:59,890 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24 2024-11-15 14:56:59,892 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31 2024-11-15 14:56:59,894 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-14 2024-11-15 14:56:59,897 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-14 2024-11-15 14:56:59,899 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-14 2024-11-15 14:56:59,901 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 14:56:59,903 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 14:56:59,905 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 14:56:59,907 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-14 2024-11-15 14:56:59,909 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-14 2024-11-15 14:56:59,911 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-14 2024-11-15 14:56:59,913 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-14 2024-11-15 14:56:59,915 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-11-14 2024-11-15 14:56:59,916 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 2024-11-15 14:56:59,918 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-14 2024-11-15 14:56:59,920 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-14 2024-11-15 14:56:59,923 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-14 2024-11-15 14:56:59,925 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-11-14 2024-11-15 14:56:59,927 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-11-14 2024-11-15 14:56:59,929 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-11-14 2024-11-15 14:56:59,932 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-11-14 2024-11-15 14:56:59,934 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-11-14 2024-11-15 14:56:59,936 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-11-14 2024-11-15 14:56:59,938 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-11-14 2024-11-15 14:56:59,940 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-11-14 2024-11-15 14:56:59,942 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-11-14 2024-11-15 14:56:59,944 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-11-14 2024-11-15 14:56:59,947 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-11-14 2024-11-15 14:56:59,949 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-11-14 2024-11-15 14:56:59,951 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-11-14 2024-11-15 14:56:59,953 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-11-14 2024-11-15 14:56:59,955 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-11-14 2024-11-15 14:56:59,956 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-11-14 2024-11-15 14:56:59,959 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-11-14 2024-11-15 14:56:59,960 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-11-14 2024-11-15 14:56:59,962 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-11-14 2024-11-15 14:56:59,965 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-11-14 2024-11-15 14:56:59,967 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-11-14 2024-11-15 14:56:59,969 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-11-14 2024-11-15 14:56:59,971 - my_logger - INFO - Column SC内外价差 was last updated at 2024-11-13 2024-11-15 14:56:59,973 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-14 2024-11-15 14:56:59,975 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-14 2024-11-15 14:56:59,977 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-15 2024-11-15 14:56:59,979 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-14 2024-11-15 14:56:59,980 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-14 2024-11-15 14:56:59,983 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-14 2024-11-15 14:56:59,985 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-14 2024-11-15 14:56:59,987 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-14 2024-11-15 14:56:59,989 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-11-14 2024-11-15 14:56:59,991 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-11-14 2024-11-15 14:56:59,993 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31 2024-11-15 14:56:59,995 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-11-14 2024-11-15 14:56:59,998 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 2024-11-15 14:57:00,000 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28 2024-11-15 14:57:00,002 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-11-14 2024-11-15 14:57:00,004 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-11-14 2024-11-15 14:57:00,006 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-11-14 2024-11-15 14:57:00,007 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-11-15 2024-11-15 14:57:00,009 - my_logger - INFO - Column Brent连1合约价格 was last updated at 2024-11-15 2024-11-15 14:57:00,011 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-11-13 2024-11-15 14:57:00,015 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16 2024-11-15 14:57:00,019 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-11-13 2024-11-15 14:57:00,022 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-11-13 2024-11-15 14:57:00,024 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31 2024-11-15 14:57:00,026 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31 2024-11-15 14:57:00,029 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-11-15 2024-11-15 14:57:00,030 - my_logger - INFO - Column y was last updated at 2024-11-14 2024-11-15 14:57:00,032 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-13 2024-11-15 14:57:00,034 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-14 2024-11-15 14:57:00,036 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-14 2024-11-15 14:57:00,038 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-15 2024-11-15 14:57:00,040 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-14 2024-11-15 14:57:00,042 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-14 2024-11-15 14:57:00,045 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-14 2024-11-15 14:57:00,047 - my_logger - INFO - Column HO连6合约 was last updated at 2024-11-14 2024-11-15 14:57:00,049 - my_logger - INFO - Column HO连5合约 was last updated at 2024-11-14 2024-11-15 14:57:00,051 - my_logger - INFO - Column ho连7合约 was last updated at 2024-11-14 2024-11-15 14:57:00,053 - my_logger - INFO - Column HO连8合约 was last updated at 2024-11-14 2024-11-15 14:57:00,055 - my_logger - INFO - Column HO连9合约 was last updated at 2024-11-14 2024-11-15 14:57:00,058 - my_logger - INFO - Column HO连10合约 was last updated at 2024-11-14 2024-11-15 14:57:00,059 - my_logger - INFO - Column HO连11合约 was last updated at 2024-11-14 2024-11-15 14:57:00,061 - my_logger - INFO - Column HO连12合约 was last updated at 2024-11-14 2024-11-15 14:57:00,063 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-14 2024-11-15 14:57:00,065 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-14 2024-11-15 14:57:00,068 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-11-14 2024-11-15 14:57:00,070 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-11-14 2024-11-15 14:57:00,071 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-11-14 2024-11-15 14:57:00,073 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-11-15 2024-11-15 14:57:00,075 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-11-14 2024-11-15 14:57:00,077 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-11-14 2024-11-15 14:57:00,079 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 14:57:00,080 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 14:57:00,083 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 14:57:00,085 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-11-14 2024-11-15 14:57:00,087 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 14:57:00,089 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 14:57:00,091 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 14:57:00,093 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-14 2024-11-15 14:57:00,095 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-14 2024-11-15 14:57:00,097 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-14 2024-11-15 14:57:00,099 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-11-14 2024-11-15 14:57:00,101 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 14:57:00,103 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 14:57:00,104 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 14:57:00,106 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-11-14 2024-11-15 14:57:00,109 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-11-13 2024-11-15 14:57:00,111 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-14 2024-11-15 14:57:00,113 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-14 2024-11-15 14:57:00,116 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 14:57:00,118 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 14:57:00,120 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 14:57:00,122 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 14:57:00,123 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 14:57:00,126 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 14:57:00,128 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 14:57:00,130 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-10-31 2024-11-15 14:57:00,132 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-10-31 2024-11-15 14:57:00,134 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 14:57:00,136 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 14:57:00,138 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 14:57:00,139 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-08 2024-11-15 14:57:00,141 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-08 2024-11-15 14:57:00,143 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-08 2024-11-15 14:57:00,145 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-08 2024-11-15 14:57:00,147 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-08 2024-11-15 14:57:00,149 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR）超季节性/4年(含今年) was last updated at 2024-11-08 2024-11-15 14:57:00,151 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 14:57:00,153 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 14:57:00,156 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-08 2024-11-15 14:57:00,157 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-08 2024-11-15 14:57:00,159 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-08 2024-11-15 14:57:00,162 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 14:57:00,164 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20 2024-11-15 14:57:00,165 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21 2024-11-15 14:57:00,167 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-13 2024-11-15 14:57:00,169 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-08 2024-11-15 14:57:00,171 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-08 2024-11-15 14:57:00,172 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-08 2024-11-15 14:57:00,175 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周）超季节性/3年 was last updated at 2024-05-24 2024-11-15 14:57:00,177 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-01 2024-11-15 14:57:00,179 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04 2024-11-15 14:57:00,181 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-15 2024-11-15 14:57:00,183 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-15 2024-11-15 14:57:00,185 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24 2024-11-15 14:57:00,188 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-11-13 2024-11-15 14:57:00,190 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-11-13 2024-11-15 14:57:00,192 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-11-13 2024-11-15 14:57:00,194 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-08 2024-11-15 14:57:00,195 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-08 2024-11-15 14:57:00,198 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-08 2024-11-15 14:57:00,200 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-08 2024-11-15 14:57:00,202 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-08 2024-11-15 14:57:00,204 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-08 2024-11-15 14:57:00,206 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-08 2024-11-15 14:57:00,208 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-08 2024-11-15 14:57:00,210 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-08 2024-11-15 14:57:00,212 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-08 2024-11-15 14:57:00,213 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 2024-11-15 14:57:00,215 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 2024-11-15 14:57:00,217 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-08 2024-11-15 14:57:00,219 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-08 2024-11-15 14:57:00,221 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-08 2024-11-15 14:57:00,223 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-08 2024-11-15 14:57:00,225 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-08 2024-11-15 14:57:00,227 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-11-14 2024-11-15 14:57:00,229 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-14 2024-11-15 14:57:00,232 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-11-14 2024-11-15 14:57:00,234 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-11-14 2024-11-15 14:57:00,236 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-11-14 2024-11-15 14:57:00,238 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-11-14 2024-11-15 14:57:00,240 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-12 2024-11-15 14:57:00,241 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-12 2024-11-15 14:57:00,244 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-11-13 2024-11-15 14:57:00,246 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-11-13 2024-11-15 14:57:00,249 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-11-13 2024-11-15 14:57:00,251 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-11-14 2024-11-15 14:57:00,252 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-11-14 2024-11-15 14:57:00,255 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-11-14 2024-11-15 14:57:00,257 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-11-14 2024-11-15 14:57:00,259 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-11-14 2024-11-15 14:57:00,261 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-11-14 2024-11-15 14:57:00,263 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-11-14 2024-11-15 14:57:00,265 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-11-14 2024-11-15 14:57:00,267 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-11-14 2024-11-15 14:57:00,269 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-11-14 2024-11-15 14:57:00,271 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-11-14 2024-11-15 14:57:00,273 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-11-14 2024-11-15 14:57:00,274 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-11-14 2024-11-15 14:57:00,276 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-11-14 2024-11-15 14:57:00,278 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-11-14 2024-11-15 14:57:00,280 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-11-14 2024-11-15 14:57:00,282 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-11-14 2024-11-15 14:57:00,284 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-11-14 2024-11-15 14:57:00,286 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-11-14 2024-11-15 14:57:00,288 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-11-13 2024-11-15 14:57:00,290 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-11-14 2024-11-15 14:57:00,292 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-13 2024-11-15 14:57:00,294 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-11-14 2024-11-15 14:57:00,296 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-11-14 2024-11-15 14:57:00,299 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-14 2024-11-15 14:57:00,301 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-11-13 2024-11-15 14:57:00,303 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-11-14 2024-11-15 14:57:00,304 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-11-14 2024-11-15 14:57:00,307 - my_logger - INFO - Column DFL was last updated at 2024-11-13 2024-11-15 14:57:00,309 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-11-14 2024-11-15 14:57:00,311 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-11-14 2024-11-15 14:57:00,313 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-11-14 2024-11-15 14:57:00,315 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-11-14 2024-11-15 14:57:00,316 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-11-14 2024-11-15 14:57:00,318 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-11-14 2024-11-15 14:57:00,320 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-11-14 2024-11-15 14:57:00,322 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-11-14 2024-11-15 14:57:00,324 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-11-14 2024-11-15 14:57:00,327 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-11-14 2024-11-15 14:57:00,329 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-14 2024-11-15 14:57:00,331 - my_logger - INFO - Column B-W价差 was last updated at 2024-11-14 2024-11-15 14:57:00,333 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-11-15 2024-11-15 14:57:00,335 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-13 2024-11-15 14:57:00,337 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-11-15 2024-11-15 14:57:00,338 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-11-15 2024-11-15 14:57:00,340 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-11-13 2024-11-15 14:57:00,342 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-13 2024-11-15 14:57:00,344 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-11-14 2024-11-15 14:57:00,346 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-11-15 2024-11-15 14:57:00,349 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-11-15 2024-11-15 14:57:00,351 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-11-14 2024-11-15 14:57:00,353 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-11-15 2024-11-15 14:57:00,355 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-11-14 2024-11-15 14:57:00,358 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-11-13 2024-11-15 14:57:00,360 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-11-13 2024-11-15 14:57:00,362 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-11-13 2024-11-15 14:57:00,364 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-11-13 2024-11-15 14:57:00,366 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-11-13 2024-11-15 14:57:00,368 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-11-13 2024-11-15 14:57:00,370 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31 2024-11-15 14:57:00,372 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-11-13 2024-11-15 14:57:00,374 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-13 2024-11-15 14:57:00,376 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-14 2024-11-15 14:57:00,378 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-14 2024-11-15 14:57:00,380 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-11-14 2024-11-15 14:57:00,382 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-13 2024-11-15 14:57:00,385 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-11-14 2024-11-15 14:57:00,387 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-11-14 2024-11-15 14:57:00,389 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-11-14 2024-11-15 14:57:00,391 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-11-14 2024-11-15 14:57:00,394 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-11-14 2024-11-15 14:57:00,396 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-11-14 2024-11-15 14:57:00,398 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-01 2024-11-15 14:57:00,400 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-11-14 2024-11-15 14:57:00,403 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-05 2024-11-15 14:57:00,405 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-14 2024-11-15 14:57:00,407 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-14 2024-11-15 14:57:00,409 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-14 2024-11-15 14:57:00,410 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-14 2024-11-15 14:57:00,413 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-14 2024-11-15 14:57:00,414 - my_logger - INFO - Column Oman FOB M2 was last updated at None 2024-11-15 14:57:00,417 - my_logger - INFO - Column Oman FOB M3 was last updated at None 2024-11-15 14:57:00,418 - my_logger - INFO - Column Oman FOB M4 was last updated at None 2024-11-15 14:57:00,421 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-13 2024-11-15 14:57:00,423 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-13 2024-11-15 14:57:00,426 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-11-11 2024-11-15 14:57:00,428 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-11-11 2024-11-15 14:57:00,430 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-11-14 2024-11-15 14:57:00,432 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-11-13 2024-11-15 14:57:00,434 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-11-14 2024-11-15 14:57:00,436 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-11-14 2024-11-15 14:57:00,438 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-11-14 2024-11-15 14:57:00,440 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-11-14 2024-11-15 14:57:00,442 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-11-14 2024-11-15 14:57:00,444 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-11-14 2024-11-15 14:57:00,446 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-11-14 2024-11-15 14:57:00,448 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-11-14 2024-11-15 14:57:00,451 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-11-14 2024-11-15 14:57:00,453 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-14 2024-11-15 14:57:00,456 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-14 2024-11-15 14:57:00,457 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-11-14 2024-11-15 14:57:00,460 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-11-14 2024-11-15 14:57:00,462 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-11-14 2024-11-15 14:57:00,464 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-11-14 2024-11-15 14:57:00,466 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-11-14 2024-11-15 14:57:00,469 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-11-15 2024-11-15 14:57:00,471 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-11-15 2024-11-15 14:57:00,472 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-11-15 2024-11-15 14:57:00,474 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-11-15 2024-11-15 14:57:00,476 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 14:57:00,478 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 14:57:00,480 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 14:57:00,482 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 14:57:00,486 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-11-14 2024-11-15 14:57:00,488 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-11-14 2024-11-15 14:57:00,490 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-11-14 2024-11-15 14:57:00,492 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-11-14 2024-11-15 14:57:00,494 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-11-13 2024-11-15 14:57:00,496 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-11-14 2024-11-15 14:57:00,498 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-11-14 2024-11-15 14:57:00,500 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-11-14 2024-11-15 14:57:00,503 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-11-14 2024-11-15 14:57:00,506 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-11-14 2024-11-15 14:57:00,508 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-11-14 2024-11-15 14:57:00,510 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-11-14 2024-11-15 14:57:00,512 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-14 2024-11-15 14:57:00,515 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-11-14 2024-11-15 14:57:00,518 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-11-14 2024-11-15 14:57:00,520 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-11-14 2024-11-15 14:57:00,522 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 14:57:00,524 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 14:57:00,526 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 14:57:00,528 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 14:57:00,531 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-08 2024-11-15 14:57:00,533 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-08 2024-11-15 14:57:00,536 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-08 2024-11-15 14:57:00,538 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 14:57:00,541 - my_logger - INFO - Column 原油：开工率：东北地区：独立炼厂（周） was last updated at 2023-03-31 2024-11-15 14:57:00,542 - my_logger - INFO - Column 原油：常减压：产能利用率：山东：独立炼厂（周） was last updated at 2024-11-08 2024-11-15 14:57:00,544 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-08 2024-11-15 14:57:00,547 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-15 2024-11-15 14:57:00,549 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-08 2024-11-15 14:57:00,551 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,553 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 14:57:00,555 - my_logger - INFO - Column 原油：常减压：独立炼厂：产能利用率：中国（周） was last updated at 2024-11-08 2024-11-15 14:57:00,558 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-08 2024-11-15 14:57:00,560 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-15 2024-11-15 14:57:00,562 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-08 2024-11-15 14:57:00,564 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-08 2024-11-15 14:57:00,567 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-15 2024-11-15 14:57:00,569 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-08 2024-11-15 14:57:00,570 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-08 2024-11-15 14:57:00,573 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,575 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,577 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,579 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,581 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,583 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,586 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,588 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,591 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,594 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,596 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,598 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,600 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-08 2024-11-15 14:57:00,603 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-08 2024-11-15 14:57:00,605 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-08 2024-11-15 14:57:00,607 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-08 2024-11-15 14:57:00,609 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-08 2024-11-15 14:57:00,611 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-08 2024-11-15 14:57:00,613 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27 2024-11-15 14:57:00,615 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,618 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,620 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,622 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-08 2024-11-15 14:57:00,624 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-08 2024-11-15 14:57:00,626 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-08 2024-11-15 14:57:00,628 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-08 2024-11-15 14:57:00,630 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-08 2024-11-15 14:57:00,632 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-08 2024-11-15 14:57:00,635 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 14:57:00,637 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-08 2024-11-15 14:57:00,639 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-08 2024-11-15 14:57:00,641 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-08 2024-11-15 14:57:00,643 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-08 2024-11-15 14:57:00,644 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-08 2024-11-15 14:57:00,646 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-08 2024-11-15 14:57:00,648 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-08 2024-11-15 14:57:00,650 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-08 2024-11-15 14:57:00,652 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-08 2024-11-15 14:57:00,654 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-08 2024-11-15 14:57:00,656 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-08 2024-11-15 14:57:00,658 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-08 2024-11-15 14:57:00,660 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-08 2024-11-15 14:57:00,662 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-11-13 2024-11-15 14:57:00,663 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-11-13 2024-11-15 14:57:00,667 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-08 2024-11-15 14:57:00,669 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-08 2024-11-15 14:57:00,670 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-08 2024-11-15 14:57:00,672 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-08 2024-11-15 14:57:00,674 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-08 2024-11-15 14:57:00,676 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-08 2024-11-15 14:57:00,677 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25 2024-11-15 14:57:00,679 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,681 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-03 2024-11-15 14:57:00,683 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-03 2024-11-15 14:57:00,686 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,688 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,690 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,692 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,693 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,695 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,698 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,700 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-03 2024-11-15 14:57:00,701 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,703 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-03 2024-11-15 14:57:00,705 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,707 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-03 2024-11-15 14:57:00,709 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,711 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27 2024-11-15 14:57:00,713 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,715 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,718 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,720 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,721 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,723 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28 2024-11-15 14:57:00,725 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,727 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,729 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,731 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,734 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,736 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,738 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,740 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,741 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,743 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,745 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,747 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,749 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,752 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,754 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,756 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,758 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,760 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,762 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,764 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,767 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,769 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,771 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-10 2024-11-15 14:57:00,772 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,774 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-03 2024-11-15 14:57:00,776 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,778 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,780 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,781 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,785 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,786 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-03 2024-11-15 14:57:00,788 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,790 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,792 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,794 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,796 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,798 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-03 2024-11-15 14:57:00,800 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,802 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,804 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,806 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,808 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,810 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,812 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,814 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,816 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,818 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,820 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,822 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,825 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,827 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,829 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,832 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,833 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,836 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,838 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,840 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,842 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-10 2024-11-15 14:57:00,843 - my_logger - INFO - Column Kpler-沙特原油出口 was last updated at 2024-08-19 2024-11-15 14:57:00,846 - my_logger - INFO - Column Kpler-OPEC+原油海运出口 was last updated at 2024-08-19 2024-11-15 14:57:00,849 - my_logger - INFO - Column Kpler-OPEC+（除OPEC）原油海运出口 was last updated at 2024-08-19 2024-11-15 14:57:00,851 - my_logger - INFO - Column Kpler-OPEC原油海运出口 was last updated at 2024-08-19 2024-11-15 14:57:00,853 - my_logger - INFO - Column Kpler-OPEC中东原油海运出口 was last updated at 2024-08-19 2024-11-15 14:57:00,855 - my_logger - INFO - Column Kpler-阿联酋原油海运出口 was last updated at 2024-08-19 2024-11-15 14:57:00,857 - my_logger - INFO - Column Kpler-科威特原油海运出口 was last updated at 2024-08-19 2024-11-15 14:57:00,859 - my_logger - INFO - Column 美国原油海运出口 was last updated at 2024-08-19 2024-11-15 14:57:00,862 - my_logger - INFO - Column 德国原油海运进口 was last updated at 2024-08-12 2024-11-15 14:57:00,864 - my_logger - INFO - Column 欧洲原油海运进口 was last updated at 2024-08-12 2024-11-15 14:57:00,867 - my_logger - INFO - Column 印度原油海运进口 was last updated at 2024-08-12 2024-11-15 14:57:00,869 - my_logger - INFO - Column 中国原油海运进口 was last updated at 2024-08-12 2024-11-15 14:57:00,871 - my_logger - INFO - Column 印度成品油海运进口 was last updated at 2024-07-21 2024-11-15 14:57:00,873 - my_logger - INFO - Column 中国汽油海运进口 was last updated at 2024-07-21 2024-11-15 14:57:00,875 - my_logger - INFO - Column 印度柴油海运进口 was last updated at 2024-07-21 2024-11-15 14:57:00,877 - my_logger - INFO - Column 印度汽油海运进口 was last updated at 2024-07-21 2024-11-15 14:57:00,879 - my_logger - INFO - Column 中国柴油海运进口 was last updated at 2024-07-21 2024-11-15 14:57:00,881 - my_logger - INFO - Column 中国成品油海运进口 was last updated at 2024-07-21 2024-11-15 14:57:00,884 - my_logger - INFO - Column 欧洲航煤海运进口 was last updated at 2024-07-21 2024-11-15 14:57:00,886 - my_logger - INFO - Column 欧洲燃料油海运进口 was last updated at 2024-07-21 2024-11-15 14:57:00,888 - my_logger - INFO - Column 欧洲石脑油海运进口 was last updated at 2024-07-21 2024-11-15 14:57:00,890 - my_logger - INFO - Column 欧洲汽油海运进口 was last updated at 2024-07-21 2024-11-15 14:57:00,892 - my_logger - INFO - Column 欧洲柴油海运进口 was last updated at 2024-07-21 2024-11-15 14:57:00,894 - my_logger - INFO - Column 欧洲成品油海运进口 was last updated at 2024-07-21 2024-11-15 14:57:00,896 - my_logger - INFO - Column 美国汽油海运出口 was last updated at 2024-08-12 2024-11-15 14:57:00,899 - my_logger - INFO - Column 俄罗斯柴油海运出口 was last updated at 2024-08-12 2024-11-15 14:57:00,901 - my_logger - INFO - Column 俄罗斯成品油海运出口 was last updated at 2024-08-12 2024-11-15 14:57:00,903 - my_logger - INFO - Column 美国柴油海运出口 was last updated at 2024-08-12 2024-11-15 14:57:00,905 - my_logger - INFO - Column 美国成品油海运出口 was last updated at 2024-08-12 2024-11-15 14:57:00,907 - my_logger - INFO - Column 俄罗斯汽油海运出口 was last updated at 2024-08-12 2024-11-15 14:57:00,909 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-11-14 2024-11-15 14:57:00,911 - my_logger - INFO - Column ovx index was last updated at 2024-11-14 2024-11-15 14:57:00,913 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-14 2024-11-15 14:57:00,915 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-14 2024-11-15 14:57:00,918 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-14 2024-11-15 14:57:00,920 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-14 2024-11-15 14:57:00,922 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 2024-11-15 14:57:00,923 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-05 2024-11-15 14:57:00,925 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-05 2024-11-15 14:57:00,927 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-05 2024-11-15 14:57:00,929 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-13 2024-11-15 14:57:00,931 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-14 2024-11-15 14:57:00,933 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-14 2024-11-15 14:57:00,938 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv 2024-11-15 14:57:00,939 - my_logger - INFO - 删除两月不更新特征前数据量：(2511, 534) 2024-11-15 14:57:01,544 - my_logger - INFO - 删除两月不更新特征后数据量：(2511, 515) 2024-11-15 14:57:01,549 - my_logger - INFO - 删除预测列为空值的行后数据量：(1777, 515) 2024-11-15 14:57:01,552 - my_logger - INFO - 删除全为空值的列后数据量：(1777, 423) 2024-11-15 14:57:03,408 - my_logger - INFO - 全球原油库存（剔除富查伊拉）列数据为空 2024-11-15 14:57:05,336 - my_logger - INFO - Kpler-沙特原油出口列数据为空 2024-11-15 14:57:05,338 - my_logger - INFO - Kpler-OPEC+原油海运出口列数据为空 2024-11-15 14:57:05,339 - my_logger - INFO - Kpler-OPEC+（除OPEC）原油海运出口列数据为空 2024-11-15 14:57:05,341 - my_logger - INFO - Kpler-OPEC原油海运出口列数据为空 2024-11-15 14:57:05,344 - my_logger - INFO - Kpler-OPEC中东原油海运出口列数据为空 2024-11-15 14:57:05,346 - my_logger - INFO - Kpler-阿联酋原油海运出口列数据为空 2024-11-15 14:57:05,348 - my_logger - INFO - Kpler-科威特原油海运出口列数据为空 2024-11-15 14:57:05,350 - my_logger - INFO - 美国原油海运出口列数据为空 2024-11-15 14:57:05,353 - my_logger - INFO - 德国原油海运进口列数据为空 2024-11-15 14:57:05,355 - my_logger - INFO - 欧洲原油海运进口列数据为空 2024-11-15 14:57:05,357 - my_logger - INFO - 印度原油海运进口列数据为空 2024-11-15 14:57:05,359 - my_logger - INFO - 中国原油海运进口列数据为空 2024-11-15 14:57:05,360 - my_logger - INFO - 美国汽油海运出口列数据为空 2024-11-15 14:57:05,361 - my_logger - INFO - 俄罗斯柴油海运出口列数据为空 2024-11-15 14:57:05,363 - my_logger - INFO - 俄罗斯成品油海运出口列数据为空 2024-11-15 14:57:05,366 - my_logger - INFO - 美国柴油海运出口列数据为空 2024-11-15 14:57:05,368 - my_logger - INFO - 美国成品油海运出口列数据为空 2024-11-15 14:57:05,370 - my_logger - INFO - 俄罗斯汽油海运出口列数据为空 2024-11-15 14:57:05,517 - my_logger - INFO - 日度(263) 周度(139) 月度(1) 0 西北欧炼厂加工Brent原油CDU利润 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 EIA美国柴油产量（千桶日） 1 美墨湾炼厂加工WTI原油CDU利润 美国:炼油厂的投入与使用情况:开工率:当周值 2 新加坡炼厂加工Dubai原油CDU利润 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 3 西北欧炼厂加工Brent原油CDU利润 M2 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 4 美墨湾炼厂加工WTI原油CDU利润 M2 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 .. ... ... ... 258 C2403150124 259 FVHCM1 INDEX 260 lmcads03 lme comdty 261 GC1 COMB Comdty 262 C2404167855 [263 rows x 3 columns] 2024-11-15 14:57:05,531 - my_logger - INFO - 特征信息：总共有420个,日度(263),周度(139),月度(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： 2024-11-15 14:57:05,533 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-15 14:57:06,776 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-14 00:00:00', y = '72.56' WHERE ds = '2024-11-14 00:00:00' 2024-11-15 14:57:06,779 - my_logger - INFO - 开始训练模型... 2024-11-15 14:57:06,793 - my_logger - INFO - Training set head: 2024-11-15 14:57:06,793 - my_logger - INFO - ds 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 美国:炼油厂的投入与使用情况:开工率:当周值 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 ... is_quarter_end is_year_start is_year_end unique_id 2509 2018-01-02 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 2508 2018-01-03 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 2507 2018-01-04 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 2506 2018-01-05 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 2503 2018-01-08 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 [5 rows x 438 columns] 2024-11-15 14:57:07,058 - my_logger - INFO - Testing set head: 2024-11-15 14:57:07,059 - my_logger - INFO - ds 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 美国:炼油厂的投入与使用情况:开工率:当周值 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 ... is_quarter_end is_year_start is_year_end unique_id 2005 2019-05-21 88.3 89.9 92.8 ... 0.0 0.0 0.0 1 2004 2019-05-22 88.3 89.9 92.8 ... 0.0 0.0 0.0 1 2003 2019-05-23 88.3 89.9 92.8 ... 0.0 0.0 0.0 1 2002 2019-05-24 92.4 91.2 95.9 ... 0.0 0.0 0.0 1 1999 2019-05-27 92.4 91.2 95.9 ... 0.0 0.0 0.0 1 [5 rows x 438 columns] 2024-11-15 15:07:08,385 - my_logger - INFO - 模型训练完成 2024-11-15 15:07:08,386 - my_logger - INFO - 训练数据绘图ing 2024-11-15 15:07:12,498 - my_logger - INFO - 训练数据绘图end 2024-11-15 15:07:12,499 - my_logger - INFO - 制作报告ing 2024-11-15 15:07:12,793 - my_logger - INFO - 开始绘制Kpler-成品油出口类指标的相关性直方图 2024-11-15 15:07:12,940 - my_logger - INFO - Kpler-成品油出口类指标的相关性总和为：1.0 2024-11-15 15:07:12,941 - my_logger - INFO - 开始绘制Kpler数据--原油出口类指标的相关性直方图 2024-11-15 15:07:14,243 - my_logger - INFO - Kpler数据--原油出口类指标的相关性总和为：1.927154750883064 2024-11-15 15:07:14,244 - my_logger - INFO - 开始绘制Kpler数据--原油进口类指标的相关性直方图 2024-11-15 15:07:14,401 - my_logger - INFO - Kpler数据--原油进口类指标的相关性总和为：1.0 2024-11-15 15:07:14,402 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 2024-11-15 15:07:17,199 - my_logger - INFO - 价格类指标的相关性总和为：77.34288567700102 2024-11-15 15:07:17,201 - my_logger - INFO - 开始绘制供应类指标的相关性直方图 2024-11-15 15:07:18,888 - my_logger - INFO - 供应类指标的相关性总和为：15.25689232362182 2024-11-15 15:07:18,889 - my_logger - INFO - 开始绘制其他类指标的相关性直方图 2024-11-15 15:07:20,646 - my_logger - INFO - 其他类指标的相关性总和为：6.888826346171018 2024-11-15 15:07:20,647 - my_logger - INFO - 开始绘制同花顺数据类指标的相关性直方图 2024-11-15 15:07:21,646 - my_logger - INFO - 同花顺数据类指标的相关性总和为：3.2683712381175765 2024-11-15 15:07:21,646 - my_logger - INFO - 开始绘制库存类指标的相关性直方图 2024-11-15 15:07:23,850 - my_logger - INFO - 库存类指标的相关性总和为：20.791208627154457 2024-11-15 15:07:23,851 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图 2024-11-15 15:07:25,673 - my_logger - INFO - 期货市场类指标的相关性总和为：56.48516553580905 2024-11-15 15:07:25,674 - my_logger - INFO - 开始绘制运输类指标的相关性直方图 2024-11-15 15:07:26,007 - my_logger - INFO - 运输类指标的相关性总和为：1.0253277140030699 2024-11-15 15:07:26,009 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图 2024-11-15 15:07:27,840 - my_logger - INFO - 进出口类指标的相关性总和为：6.390753790285273 2024-11-15 15:07:27,841 - my_logger - INFO - 开始绘制需求类指标的相关性直方图 2024-11-15 15:07:30,058 - my_logger - INFO - 需求类指标的相关性总和为：12.828120703192358 2024-11-15 15:07:30,059 - my_logger - INFO - 开始绘制相关性总和的气泡图 2024-11-15 15:07:30,497 - my_logger - INFO - 绘制相关性总和的气泡图结束 2024-11-15 15:07:34,459 - my_logger - INFO - 制作报告end 2024-11-15 15:07:34,460 - my_logger - INFO - 模型训练完成 2024-11-15 17:21:42,296 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-15 17:21:42,298 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-15 17:23:16,335 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 17:23:16,341 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 17:23:16,345 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 17:23:16,348 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-15 17:23:16,352 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 17:23:16,356 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 17:23:16,360 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-08 2024-11-15 17:23:16,364 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-15 2024-11-15 17:23:16,368 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10 2024-11-15 17:23:16,375 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-08 2024-11-15 17:23:16,379 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-08 2024-11-15 17:23:16,384 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-08 2024-11-15 17:23:16,388 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 17:23:16,391 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 17:23:16,396 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 17:23:16,400 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-15 2024-11-15 17:23:16,403 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04 2024-11-15 17:23:16,407 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04 2024-11-15 17:23:16,411 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-08 2024-11-15 17:23:16,415 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-08 2024-11-15 17:23:16,418 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-15 2024-11-15 17:23:16,423 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-15 2024-11-15 17:23:16,426 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-08 2024-11-15 17:23:16,430 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-15 2024-11-15 17:23:16,433 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-08 2024-11-15 17:23:16,437 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-08 2024-11-15 17:23:16,440 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-08 2024-11-15 17:23:16,445 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-08 2024-11-15 17:23:16,449 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-08 2024-11-15 17:23:16,452 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-08 2024-11-15 17:23:16,456 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-08 2024-11-15 17:23:16,461 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24 2024-11-15 17:23:16,464 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31 2024-11-15 17:23:16,468 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-14 2024-11-15 17:23:16,472 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-14 2024-11-15 17:23:16,477 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-14 2024-11-15 17:23:16,481 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 17:23:16,485 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 17:23:16,489 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 17:23:16,493 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-14 2024-11-15 17:23:16,497 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-14 2024-11-15 17:23:16,500 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-14 2024-11-15 17:23:16,504 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-14 2024-11-15 17:23:16,507 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-11-14 2024-11-15 17:23:16,511 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 2024-11-15 17:23:16,514 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-14 2024-11-15 17:23:16,518 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-14 2024-11-15 17:23:16,522 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-14 2024-11-15 17:23:16,526 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-11-14 2024-11-15 17:23:16,530 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-11-14 2024-11-15 17:23:16,533 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-11-14 2024-11-15 17:23:16,538 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-11-14 2024-11-15 17:23:16,542 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-11-14 2024-11-15 17:23:16,545 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-11-14 2024-11-15 17:23:16,549 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-11-14 2024-11-15 17:23:16,552 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-11-14 2024-11-15 17:23:16,557 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-11-14 2024-11-15 17:23:16,561 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-11-14 2024-11-15 17:23:16,565 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-11-14 2024-11-15 17:23:16,569 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-11-14 2024-11-15 17:23:16,573 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-11-14 2024-11-15 17:23:16,578 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-11-14 2024-11-15 17:23:16,581 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-11-14 2024-11-15 17:23:16,586 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-11-14 2024-11-15 17:23:16,590 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-11-14 2024-11-15 17:23:16,594 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-11-14 2024-11-15 17:23:16,597 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-11-14 2024-11-15 17:23:16,601 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-11-14 2024-11-15 17:23:16,605 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-11-14 2024-11-15 17:23:16,609 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-11-14 2024-11-15 17:23:16,614 - my_logger - INFO - Column SC内外价差 was last updated at 2024-11-13 2024-11-15 17:23:16,618 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-14 2024-11-15 17:23:16,622 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-14 2024-11-15 17:23:16,626 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-15 2024-11-15 17:23:16,630 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-14 2024-11-15 17:23:16,633 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-14 2024-11-15 17:23:16,638 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-14 2024-11-15 17:23:16,641 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-14 2024-11-15 17:23:16,645 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-14 2024-11-15 17:23:16,650 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-11-14 2024-11-15 17:23:16,653 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-11-14 2024-11-15 17:23:16,657 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31 2024-11-15 17:23:16,661 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-11-14 2024-11-15 17:23:16,664 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 2024-11-15 17:23:16,669 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28 2024-11-15 17:23:16,673 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-11-14 2024-11-15 17:23:16,677 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-11-14 2024-11-15 17:23:16,681 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-11-14 2024-11-15 17:23:16,685 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-11-15 2024-11-15 17:23:16,689 - my_logger - INFO - Column Brent连1合约价格 was last updated at 2024-11-15 2024-11-15 17:23:16,693 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-11-13 2024-11-15 17:23:16,697 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16 2024-11-15 17:23:16,699 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-11-13 2024-11-15 17:23:16,703 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-11-13 2024-11-15 17:23:16,708 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31 2024-11-15 17:23:16,712 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31 2024-11-15 17:23:16,715 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-11-15 2024-11-15 17:23:16,720 - my_logger - INFO - Column y was last updated at 2024-11-14 2024-11-15 17:23:16,724 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-13 2024-11-15 17:23:16,727 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-15 2024-11-15 17:23:16,731 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-14 2024-11-15 17:23:16,734 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-15 2024-11-15 17:23:16,739 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-14 2024-11-15 17:23:16,743 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-14 2024-11-15 17:23:16,747 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-14 2024-11-15 17:23:16,751 - my_logger - INFO - Column HO连6合约 was last updated at 2024-11-14 2024-11-15 17:23:16,756 - my_logger - INFO - Column HO连5合约 was last updated at 2024-11-14 2024-11-15 17:23:16,760 - my_logger - INFO - Column ho连7合约 was last updated at 2024-11-14 2024-11-15 17:23:16,763 - my_logger - INFO - Column HO连8合约 was last updated at 2024-11-14 2024-11-15 17:23:16,767 - my_logger - INFO - Column HO连9合约 was last updated at 2024-11-14 2024-11-15 17:23:16,771 - my_logger - INFO - Column HO连10合约 was last updated at 2024-11-14 2024-11-15 17:23:16,776 - my_logger - INFO - Column HO连11合约 was last updated at 2024-11-14 2024-11-15 17:23:16,779 - my_logger - INFO - Column HO连12合约 was last updated at 2024-11-14 2024-11-15 17:23:16,783 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-14 2024-11-15 17:23:16,786 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-14 2024-11-15 17:23:16,791 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-11-14 2024-11-15 17:23:16,794 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-11-14 2024-11-15 17:23:16,797 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-11-14 2024-11-15 17:23:16,801 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-11-15 2024-11-15 17:23:16,804 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-11-14 2024-11-15 17:23:16,809 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-11-14 2024-11-15 17:23:16,812 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 17:23:16,816 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 17:23:16,819 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 17:23:16,823 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-11-14 2024-11-15 17:23:16,826 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 17:23:16,829 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 17:23:16,833 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 17:23:16,839 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-14 2024-11-15 17:23:16,844 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-14 2024-11-15 17:23:16,848 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-14 2024-11-15 17:23:16,852 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-11-14 2024-11-15 17:23:16,856 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 17:23:16,861 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 17:23:16,865 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 17:23:16,869 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-11-14 2024-11-15 17:23:16,873 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-11-13 2024-11-15 17:23:16,879 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-14 2024-11-15 17:23:16,883 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-14 2024-11-15 17:23:16,888 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 17:23:16,893 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 17:23:16,897 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 17:23:16,900 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 17:23:16,904 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 17:23:16,908 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 17:23:16,912 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 17:23:16,916 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-10-31 2024-11-15 17:23:16,919 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-10-31 2024-11-15 17:23:16,925 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 17:23:16,928 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 17:23:16,932 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 17:23:16,935 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-08 2024-11-15 17:23:16,939 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-08 2024-11-15 17:23:16,942 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-08 2024-11-15 17:23:16,946 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-08 2024-11-15 17:23:16,949 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-08 2024-11-15 17:23:16,953 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR）超季节性/4年(含今年) was last updated at 2024-11-08 2024-11-15 17:23:16,959 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 17:23:16,962 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 17:23:16,965 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-08 2024-11-15 17:23:16,970 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-08 2024-11-15 17:23:16,973 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-08 2024-11-15 17:23:16,978 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 17:23:16,981 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20 2024-11-15 17:23:16,985 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21 2024-11-15 17:23:16,989 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-13 2024-11-15 17:23:16,993 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-08 2024-11-15 17:23:16,997 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-08 2024-11-15 17:23:17,001 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-08 2024-11-15 17:23:17,005 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周）超季节性/3年 was last updated at 2024-05-24 2024-11-15 17:23:17,008 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-01 2024-11-15 17:23:17,012 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04 2024-11-15 17:23:17,017 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-15 2024-11-15 17:23:17,020 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-15 2024-11-15 17:23:17,024 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24 2024-11-15 17:23:17,029 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-11-13 2024-11-15 17:23:17,032 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-11-13 2024-11-15 17:23:17,035 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-11-13 2024-11-15 17:23:17,038 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-08 2024-11-15 17:23:17,042 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-08 2024-11-15 17:23:17,044 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-08 2024-11-15 17:23:17,048 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-08 2024-11-15 17:23:17,052 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-08 2024-11-15 17:23:17,056 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-08 2024-11-15 17:23:17,060 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-08 2024-11-15 17:23:17,063 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-08 2024-11-15 17:23:17,067 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-08 2024-11-15 17:23:17,070 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-08 2024-11-15 17:23:17,074 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 2024-11-15 17:23:17,079 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 2024-11-15 17:23:17,083 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-08 2024-11-15 17:23:17,088 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-08 2024-11-15 17:23:17,092 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-08 2024-11-15 17:23:17,096 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-08 2024-11-15 17:23:17,100 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-08 2024-11-15 17:23:17,103 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-11-14 2024-11-15 17:23:17,107 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-14 2024-11-15 17:23:17,112 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-11-14 2024-11-15 17:23:17,116 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-11-14 2024-11-15 17:23:17,121 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-11-14 2024-11-15 17:23:17,125 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-11-14 2024-11-15 17:23:17,129 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-12 2024-11-15 17:23:17,132 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-12 2024-11-15 17:23:17,135 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-11-13 2024-11-15 17:23:17,139 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-11-13 2024-11-15 17:23:17,143 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-11-13 2024-11-15 17:23:17,146 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-11-14 2024-11-15 17:23:17,150 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-11-14 2024-11-15 17:23:17,153 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-11-14 2024-11-15 17:23:17,158 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-11-14 2024-11-15 17:23:17,161 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-11-14 2024-11-15 17:23:17,165 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-11-14 2024-11-15 17:23:17,168 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-11-14 2024-11-15 17:23:17,173 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-11-14 2024-11-15 17:23:17,177 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-11-14 2024-11-15 17:23:17,181 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-11-14 2024-11-15 17:23:17,185 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-11-14 2024-11-15 17:23:17,192 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-11-14 2024-11-15 17:23:17,195 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-11-14 2024-11-15 17:23:17,198 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-11-14 2024-11-15 17:23:17,202 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-11-14 2024-11-15 17:23:17,207 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-11-14 2024-11-15 17:23:17,211 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-11-14 2024-11-15 17:23:17,215 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-11-14 2024-11-15 17:23:17,219 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-11-14 2024-11-15 17:23:17,223 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-11-13 2024-11-15 17:23:17,226 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-11-14 2024-11-15 17:23:17,229 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-13 2024-11-15 17:23:17,233 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-11-14 2024-11-15 17:23:17,238 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-11-14 2024-11-15 17:23:17,242 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-14 2024-11-15 17:23:17,246 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-11-13 2024-11-15 17:23:17,250 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-11-14 2024-11-15 17:23:17,254 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-11-14 2024-11-15 17:23:17,258 - my_logger - INFO - Column DFL was last updated at 2024-11-13 2024-11-15 17:23:17,262 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-11-14 2024-11-15 17:23:17,265 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-11-14 2024-11-15 17:23:17,270 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-11-14 2024-11-15 17:23:17,274 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-11-14 2024-11-15 17:23:17,278 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-11-14 2024-11-15 17:23:17,282 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-11-14 2024-11-15 17:23:17,286 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-11-15 2024-11-15 17:23:17,293 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-11-15 2024-11-15 17:23:17,305 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-11-15 2024-11-15 17:23:17,314 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-11-14 2024-11-15 17:23:17,318 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-14 2024-11-15 17:23:17,334 - my_logger - INFO - Column B-W价差 was last updated at 2024-11-14 2024-11-15 17:23:17,338 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-11-15 2024-11-15 17:23:17,352 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-13 2024-11-15 17:23:17,362 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-11-15 2024-11-15 17:23:17,366 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-11-15 2024-11-15 17:23:17,372 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-11-14 2024-11-15 17:23:17,377 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-13 2024-11-15 17:23:17,382 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-11-14 2024-11-15 17:23:17,387 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-11-15 2024-11-15 17:23:17,393 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-11-15 2024-11-15 17:23:17,398 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-11-14 2024-11-15 17:23:17,402 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-11-15 2024-11-15 17:23:17,406 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-11-14 2024-11-15 17:23:17,410 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-11-13 2024-11-15 17:23:17,413 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-11-14 2024-11-15 17:23:17,417 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-11-13 2024-11-15 17:23:17,421 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-11-14 2024-11-15 17:23:17,424 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-11-13 2024-11-15 17:23:17,428 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-11-14 2024-11-15 17:23:17,432 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31 2024-11-15 17:23:17,436 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-11-14 2024-11-15 17:23:17,440 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-13 2024-11-15 17:23:17,447 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-14 2024-11-15 17:23:17,460 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-14 2024-11-15 17:23:17,467 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-11-14 2024-11-15 17:23:17,472 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-13 2024-11-15 17:23:17,475 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-11-14 2024-11-15 17:23:17,479 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-11-14 2024-11-15 17:23:17,483 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-11-15 2024-11-15 17:23:17,491 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-11-14 2024-11-15 17:23:17,499 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-11-14 2024-11-15 17:23:17,505 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-11-15 2024-11-15 17:23:17,509 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-01 2024-11-15 17:23:17,514 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-11-14 2024-11-15 17:23:17,519 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-05 2024-11-15 17:23:17,532 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-14 2024-11-15 17:23:17,535 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-14 2024-11-15 17:23:17,540 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-14 2024-11-15 17:23:17,548 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-14 2024-11-15 17:23:17,560 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-14 2024-11-15 17:23:17,564 - my_logger - INFO - Column Oman FOB M2 was last updated at None 2024-11-15 17:23:17,568 - my_logger - INFO - Column Oman FOB M3 was last updated at None 2024-11-15 17:23:17,574 - my_logger - INFO - Column Oman FOB M4 was last updated at None 2024-11-15 17:23:17,589 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-13 2024-11-15 17:23:17,593 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-13 2024-11-15 17:23:17,597 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-11-11 2024-11-15 17:23:17,614 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-11-11 2024-11-15 17:23:17,628 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-11-14 2024-11-15 17:23:17,633 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-11-13 2024-11-15 17:23:17,638 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-11-14 2024-11-15 17:23:17,643 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-11-14 2024-11-15 17:23:17,647 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-11-14 2024-11-15 17:23:17,653 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-11-14 2024-11-15 17:23:17,658 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-11-14 2024-11-15 17:23:17,662 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-11-14 2024-11-15 17:23:17,666 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-11-14 2024-11-15 17:23:17,672 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-11-14 2024-11-15 17:23:17,675 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-11-14 2024-11-15 17:23:17,679 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-14 2024-11-15 17:23:17,685 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-14 2024-11-15 17:23:17,691 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-11-14 2024-11-15 17:23:17,696 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-11-14 2024-11-15 17:23:17,700 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-11-14 2024-11-15 17:23:17,706 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-11-14 2024-11-15 17:23:17,710 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-11-14 2024-11-15 17:23:17,714 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-11-15 2024-11-15 17:23:17,718 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-11-15 2024-11-15 17:23:17,722 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-11-15 2024-11-15 17:23:17,726 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-11-15 2024-11-15 17:23:17,731 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 17:23:17,735 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 17:23:17,740 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 17:23:17,743 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 17:23:17,747 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-11-14 2024-11-15 17:23:17,751 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-11-14 2024-11-15 17:23:17,755 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-11-14 2024-11-15 17:23:17,759 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-11-14 2024-11-15 17:23:17,763 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-11-13 2024-11-15 17:23:17,766 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-11-14 2024-11-15 17:23:17,770 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-11-14 2024-11-15 17:23:17,775 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-11-14 2024-11-15 17:23:17,779 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-11-14 2024-11-15 17:23:17,782 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-11-14 2024-11-15 17:23:17,786 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-11-14 2024-11-15 17:23:17,790 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-11-14 2024-11-15 17:23:17,794 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-14 2024-11-15 17:23:17,798 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-11-14 2024-11-15 17:23:17,802 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-11-14 2024-11-15 17:23:17,806 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-11-14 2024-11-15 17:23:17,809 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 17:23:17,813 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 17:23:17,817 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 17:23:17,821 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 17:23:17,826 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-08 2024-11-15 17:23:17,829 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-08 2024-11-15 17:23:17,832 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-08 2024-11-15 17:23:17,836 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 17:23:17,840 - my_logger - INFO - Column 原油：开工率：东北地区：独立炼厂（周） was last updated at 2023-03-31 2024-11-15 17:23:17,843 - my_logger - INFO - Column 原油：常减压：产能利用率：山东：独立炼厂（周） was last updated at 2024-11-08 2024-11-15 17:23:17,846 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-08 2024-11-15 17:23:17,850 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-15 2024-11-15 17:23:17,855 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-08 2024-11-15 17:23:17,859 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,863 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 17:23:17,866 - my_logger - INFO - Column 原油：常减压：独立炼厂：产能利用率：中国（周） was last updated at 2024-11-08 2024-11-15 17:23:17,869 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-08 2024-11-15 17:23:17,873 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-15 2024-11-15 17:23:17,877 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-08 2024-11-15 17:23:17,880 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-08 2024-11-15 17:23:17,884 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-15 2024-11-15 17:23:17,889 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-08 2024-11-15 17:23:17,893 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-08 2024-11-15 17:23:17,897 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,901 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,905 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,908 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,911 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,915 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,918 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,924 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,928 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,932 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,935 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,940 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,943 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-08 2024-11-15 17:23:17,947 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-08 2024-11-15 17:23:17,951 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-08 2024-11-15 17:23:17,955 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-08 2024-11-15 17:23:17,959 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-08 2024-11-15 17:23:17,962 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-08 2024-11-15 17:23:17,966 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27 2024-11-15 17:23:17,970 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,973 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,977 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,981 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-08 2024-11-15 17:23:17,984 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-08 2024-11-15 17:23:17,989 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-08 2024-11-15 17:23:17,992 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-08 2024-11-15 17:23:17,995 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-08 2024-11-15 17:23:17,997 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-08 2024-11-15 17:23:18,000 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 17:23:18,006 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-08 2024-11-15 17:23:18,009 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-08 2024-11-15 17:23:18,014 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-08 2024-11-15 17:23:18,018 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-08 2024-11-15 17:23:18,022 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-08 2024-11-15 17:23:18,026 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-08 2024-11-15 17:23:18,030 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-08 2024-11-15 17:23:18,033 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-08 2024-11-15 17:23:18,037 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-08 2024-11-15 17:23:18,041 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-08 2024-11-15 17:23:18,045 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-08 2024-11-15 17:23:18,048 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-08 2024-11-15 17:23:18,051 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-08 2024-11-15 17:23:18,055 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-11-13 2024-11-15 17:23:18,060 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-11-13 2024-11-15 17:23:18,064 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-08 2024-11-15 17:23:18,067 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-08 2024-11-15 17:23:18,071 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-08 2024-11-15 17:23:18,075 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-08 2024-11-15 17:23:18,079 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-08 2024-11-15 17:23:18,082 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-08 2024-11-15 17:23:18,086 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25 2024-11-15 17:23:18,091 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,095 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-03 2024-11-15 17:23:18,099 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-03 2024-11-15 17:23:18,102 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,106 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,111 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,115 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,118 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,122 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,126 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,130 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-03 2024-11-15 17:23:18,133 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,138 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-03 2024-11-15 17:23:18,142 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,146 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-03 2024-11-15 17:23:18,149 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,154 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27 2024-11-15 17:23:18,159 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,162 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,165 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,168 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,173 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,177 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28 2024-11-15 17:23:18,180 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,185 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,191 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,195 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,199 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,203 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,206 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,210 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,213 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,216 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,221 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,225 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,228 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,231 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,234 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,239 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,242 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,247 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,251 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,254 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,258 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,262 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,266 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:23:18,270 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,273 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-03 2024-11-15 17:23:18,277 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,280 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,284 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,288 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,293 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,296 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-03 2024-11-15 17:23:18,300 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,303 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,308 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,311 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,315 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,319 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-03 2024-11-15 17:23:18,323 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,327 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,331 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,333 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,338 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,342 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,346 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,349 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,353 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,357 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,361 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,364 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,367 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,371 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,375 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,379 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,383 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,386 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,390 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,393 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,396 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:23:18,400 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-11-14 2024-11-15 17:23:18,404 - my_logger - INFO - Column ovx index was last updated at 2024-11-14 2024-11-15 17:23:18,407 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-14 2024-11-15 17:23:18,412 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-14 2024-11-15 17:23:18,416 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-14 2024-11-15 17:23:18,420 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-14 2024-11-15 17:23:18,425 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 2024-11-15 17:23:18,429 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-05 2024-11-15 17:23:18,433 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-05 2024-11-15 17:23:18,438 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-05 2024-11-15 17:23:18,442 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-13 2024-11-15 17:23:18,445 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-14 2024-11-15 17:23:18,450 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-14 2024-11-15 17:23:18,461 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv 2024-11-15 17:23:18,462 - my_logger - INFO - 删除两月不更新特征前数据量：(2511, 504) 2024-11-15 17:23:19,533 - my_logger - INFO - 删除两月不更新特征后数据量：(2511, 485) 2024-11-15 17:23:19,539 - my_logger - INFO - 删除预测列为空值的行后数据量：(1777, 485) 2024-11-15 17:23:19,546 - my_logger - INFO - 删除全为空值的列后数据量：(1777, 405) 2024-11-15 17:23:23,213 - my_logger - INFO - 全球原油库存（剔除富查伊拉）列数据为空 2024-11-15 17:23:27,797 - my_logger - INFO - 日度(263) 周度(139) 月度(1) 0 西北欧炼厂加工Brent原油CDU利润 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 EIA美国柴油产量（千桶日） 1 美墨湾炼厂加工WTI原油CDU利润 美国:炼油厂的投入与使用情况:开工率:当周值 2 新加坡炼厂加工Dubai原油CDU利润 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 3 西北欧炼厂加工Brent原油CDU利润 M2 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 4 美墨湾炼厂加工WTI原油CDU利润 M2 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 .. ... ... ... 258 C2403150124 259 FVHCM1 INDEX 260 lmcads03 lme comdty 261 GC1 COMB Comdty 262 C2404167855 [263 rows x 3 columns] 2024-11-15 17:23:27,822 - my_logger - INFO - 特征信息：总共有402个,日度(263),周度(139),月度(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： 2024-11-15 17:23:27,825 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-15 17:23:30,038 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-14 00:00:00', y = '72.56' WHERE ds = '2024-11-14 00:00:00' 2024-11-15 17:23:30,042 - my_logger - INFO - 开始训练模型... 2024-11-15 17:23:30,067 - my_logger - INFO - Training set head: 2024-11-15 17:23:30,067 - my_logger - INFO - ds 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 美国:炼油厂的投入与使用情况:开工率:当周值 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 ... is_quarter_end is_year_start is_year_end unique_id 2509 2018-01-02 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 2508 2018-01-03 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 2507 2018-01-04 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 2506 2018-01-05 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 2503 2018-01-08 89.1 95.3 88.0 ... 0.0 0.0 0.0 1 [5 rows x 420 columns] 2024-11-15 17:23:30,593 - my_logger - INFO - Testing set head: 2024-11-15 17:23:30,594 - my_logger - INFO - ds 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 美国:炼油厂的投入与使用情况:开工率:当周值 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 ... is_quarter_end is_year_start is_year_end unique_id 2005 2019-05-21 88.3 89.9 92.8 ... 0.0 0.0 0.0 1 2004 2019-05-22 88.3 89.9 92.8 ... 0.0 0.0 0.0 1 2003 2019-05-23 88.3 89.9 92.8 ... 0.0 0.0 0.0 1 2002 2019-05-24 92.4 91.2 95.9 ... 0.0 0.0 0.0 1 1999 2019-05-27 92.4 91.2 95.9 ... 0.0 0.0 0.0 1 [5 rows x 420 columns] 2024-11-15 17:39:05,741 - my_logger - INFO - 模型训练完成 2024-11-15 17:39:05,743 - my_logger - INFO - 训练数据绘图ing 2024-11-15 17:39:33,677 - my_logger - INFO - 训练数据绘图end 2024-11-15 17:39:33,678 - my_logger - INFO - 制作报告ing 2024-11-15 17:39:34,219 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 2024-11-15 17:39:40,152 - my_logger - INFO - 价格类指标的相关性总和为：77.34285470386338 2024-11-15 17:39:40,165 - my_logger - INFO - 开始绘制供应类指标的相关性直方图 2024-11-15 17:39:44,207 - my_logger - INFO - 供应类指标的相关性总和为：15.25689232362182 2024-11-15 17:39:44,208 - my_logger - INFO - 开始绘制其他类指标的相关性直方图 2024-11-15 17:39:47,753 - my_logger - INFO - 其他类指标的相关性总和为：6.888826346171018 2024-11-15 17:39:47,755 - my_logger - INFO - 开始绘制同花顺数据类指标的相关性直方图 2024-11-15 17:39:49,723 - my_logger - INFO - 同花顺数据类指标的相关性总和为：3.2683712381175765 2024-11-15 17:39:49,725 - my_logger - INFO - 开始绘制库存类指标的相关性直方图 2024-11-15 17:39:53,313 - my_logger - INFO - 库存类指标的相关性总和为：20.791208627154457 2024-11-15 17:39:53,314 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图 2024-11-15 17:39:57,469 - my_logger - INFO - 期货市场类指标的相关性总和为：56.48516553580905 2024-11-15 17:39:57,470 - my_logger - INFO - 开始绘制运输类指标的相关性直方图 2024-11-15 17:39:58,045 - my_logger - INFO - 运输类指标的相关性总和为：1.0253277140030699 2024-11-15 17:39:58,047 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图 2024-11-15 17:40:01,530 - my_logger - INFO - 进出口类指标的相关性总和为：6.390753790285273 2024-11-15 17:40:01,532 - my_logger - INFO - 开始绘制需求类指标的相关性直方图 2024-11-15 17:40:07,273 - my_logger - INFO - 需求类指标的相关性总和为：12.828120703192358 2024-11-15 17:40:07,274 - my_logger - INFO - 开始绘制相关性总和的气泡图 2024-11-15 17:40:07,977 - my_logger - INFO - 绘制相关性总和的气泡图结束 2024-11-15 17:40:14,453 - my_logger - INFO - 制作报告end 2024-11-15 17:40:14,454 - my_logger - INFO - 模型训练完成 2024-11-15 17:45:10,853 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-15 17:45:10,855 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-15 17:46:49,791 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 17:46:49,797 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 17:46:49,802 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 17:46:49,807 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-15 17:46:49,812 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 17:46:49,817 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 17:46:49,821 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-08 2024-11-15 17:46:49,825 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-15 2024-11-15 17:46:49,830 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10 2024-11-15 17:46:49,835 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-08 2024-11-15 17:46:49,839 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-08 2024-11-15 17:46:49,844 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-08 2024-11-15 17:46:49,849 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 17:46:49,853 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 17:46:49,858 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 17:46:49,862 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-15 2024-11-15 17:46:49,867 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04 2024-11-15 17:46:49,871 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04 2024-11-15 17:46:49,876 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-08 2024-11-15 17:46:49,880 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-08 2024-11-15 17:46:49,885 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-15 2024-11-15 17:46:49,889 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-15 2024-11-15 17:46:49,894 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-08 2024-11-15 17:46:49,898 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-15 2024-11-15 17:46:49,903 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-08 2024-11-15 17:46:49,907 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-08 2024-11-15 17:46:49,911 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-08 2024-11-15 17:46:49,915 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-08 2024-11-15 17:46:49,919 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-08 2024-11-15 17:46:49,923 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-08 2024-11-15 17:46:49,927 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-08 2024-11-15 17:46:49,931 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24 2024-11-15 17:46:49,936 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31 2024-11-15 17:46:49,940 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-14 2024-11-15 17:46:49,943 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-14 2024-11-15 17:46:49,947 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-14 2024-11-15 17:46:49,950 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 17:46:49,955 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 17:46:49,959 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 17:46:49,964 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-14 2024-11-15 17:46:49,967 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-14 2024-11-15 17:46:49,973 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-14 2024-11-15 17:46:49,977 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-14 2024-11-15 17:46:49,980 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-11-14 2024-11-15 17:46:49,983 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 2024-11-15 17:46:49,987 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-14 2024-11-15 17:46:49,991 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-14 2024-11-15 17:46:49,995 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-14 2024-11-15 17:46:49,999 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-11-14 2024-11-15 17:46:50,003 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-11-14 2024-11-15 17:46:50,008 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-11-14 2024-11-15 17:46:50,012 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-11-14 2024-11-15 17:46:50,016 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-11-14 2024-11-15 17:46:50,019 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-11-14 2024-11-15 17:46:50,023 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-11-14 2024-11-15 17:46:50,027 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-11-14 2024-11-15 17:46:50,031 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-11-14 2024-11-15 17:46:50,035 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-11-14 2024-11-15 17:46:50,040 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-11-14 2024-11-15 17:46:50,044 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-11-14 2024-11-15 17:46:50,048 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-11-14 2024-11-15 17:46:50,051 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-11-14 2024-11-15 17:46:50,055 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-11-14 2024-11-15 17:46:50,059 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-11-14 2024-11-15 17:46:50,063 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-11-14 2024-11-15 17:46:50,067 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-11-14 2024-11-15 17:46:50,072 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-11-14 2024-11-15 17:46:50,076 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-11-14 2024-11-15 17:46:50,080 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-11-14 2024-11-15 17:46:50,083 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-11-14 2024-11-15 17:46:50,086 - my_logger - INFO - Column SC内外价差 was last updated at 2024-11-13 2024-11-15 17:46:50,090 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-14 2024-11-15 17:46:50,094 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-14 2024-11-15 17:46:50,098 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-15 2024-11-15 17:46:50,101 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-14 2024-11-15 17:46:50,105 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-14 2024-11-15 17:46:50,110 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-14 2024-11-15 17:46:50,114 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-14 2024-11-15 17:46:50,117 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-14 2024-11-15 17:46:50,121 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-11-14 2024-11-15 17:46:50,125 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-11-14 2024-11-15 17:46:50,128 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31 2024-11-15 17:46:50,132 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-11-14 2024-11-15 17:46:50,138 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 2024-11-15 17:46:50,144 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28 2024-11-15 17:46:50,148 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-11-14 2024-11-15 17:46:50,151 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-11-14 2024-11-15 17:46:50,156 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-11-14 2024-11-15 17:46:50,159 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-11-15 2024-11-15 17:46:50,163 - my_logger - INFO - Column Brent连1合约价格 was last updated at 2024-11-15 2024-11-15 17:46:50,167 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-11-13 2024-11-15 17:46:50,173 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16 2024-11-15 17:46:50,177 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-11-13 2024-11-15 17:46:50,181 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-11-13 2024-11-15 17:46:50,184 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31 2024-11-15 17:46:50,188 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31 2024-11-15 17:46:50,192 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-11-15 2024-11-15 17:46:50,196 - my_logger - INFO - Column y was last updated at 2024-11-14 2024-11-15 17:46:50,199 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-13 2024-11-15 17:46:50,203 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-15 2024-11-15 17:46:50,207 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-14 2024-11-15 17:46:50,212 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-15 2024-11-15 17:46:50,216 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-14 2024-11-15 17:46:50,220 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-14 2024-11-15 17:46:50,224 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-14 2024-11-15 17:46:50,228 - my_logger - INFO - Column HO连6合约 was last updated at 2024-11-14 2024-11-15 17:46:50,232 - my_logger - INFO - Column HO连5合约 was last updated at 2024-11-14 2024-11-15 17:46:50,236 - my_logger - INFO - Column ho连7合约 was last updated at 2024-11-14 2024-11-15 17:46:50,241 - my_logger - INFO - Column HO连8合约 was last updated at 2024-11-14 2024-11-15 17:46:50,245 - my_logger - INFO - Column HO连9合约 was last updated at 2024-11-14 2024-11-15 17:46:50,248 - my_logger - INFO - Column HO连10合约 was last updated at 2024-11-14 2024-11-15 17:46:50,253 - my_logger - INFO - Column HO连11合约 was last updated at 2024-11-14 2024-11-15 17:46:50,258 - my_logger - INFO - Column HO连12合约 was last updated at 2024-11-14 2024-11-15 17:46:50,261 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-14 2024-11-15 17:46:50,265 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-14 2024-11-15 17:46:50,269 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-11-14 2024-11-15 17:46:50,273 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-11-14 2024-11-15 17:46:50,277 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-11-14 2024-11-15 17:46:50,282 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-11-15 2024-11-15 17:46:50,286 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-11-14 2024-11-15 17:46:50,291 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-11-14 2024-11-15 17:46:50,294 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 17:46:50,298 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 17:46:50,302 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 17:46:50,307 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-11-14 2024-11-15 17:46:50,310 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 17:46:50,314 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 17:46:50,317 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 17:46:50,320 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-14 2024-11-15 17:46:50,324 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-14 2024-11-15 17:46:50,330 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-14 2024-11-15 17:46:50,334 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-11-14 2024-11-15 17:46:50,338 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 17:46:50,343 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 17:46:50,346 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 17:46:50,350 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-11-14 2024-11-15 17:46:50,354 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-11-13 2024-11-15 17:46:50,358 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-14 2024-11-15 17:46:50,361 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-14 2024-11-15 17:46:50,366 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 17:46:50,370 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 17:46:50,376 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 17:46:50,379 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 17:46:50,382 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 17:46:50,386 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 17:46:50,392 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 17:46:50,396 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-10-31 2024-11-15 17:46:50,400 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-10-31 2024-11-15 17:46:50,403 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 17:46:50,407 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 17:46:50,412 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 17:46:50,415 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-08 2024-11-15 17:46:50,419 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-08 2024-11-15 17:46:50,422 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-08 2024-11-15 17:46:50,426 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-08 2024-11-15 17:46:50,430 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-08 2024-11-15 17:46:50,433 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR）超季节性/4年(含今年) was last updated at 2024-11-08 2024-11-15 17:46:50,438 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 17:46:50,442 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 17:46:50,446 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-08 2024-11-15 17:46:50,448 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-08 2024-11-15 17:46:50,453 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-08 2024-11-15 17:46:50,457 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 17:46:50,461 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20 2024-11-15 17:46:50,465 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21 2024-11-15 17:46:50,468 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-13 2024-11-15 17:46:50,473 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-08 2024-11-15 17:46:50,478 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-08 2024-11-15 17:46:50,482 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-08 2024-11-15 17:46:50,487 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周）超季节性/3年 was last updated at 2024-05-24 2024-11-15 17:46:50,491 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-01 2024-11-15 17:46:50,495 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04 2024-11-15 17:46:50,498 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-15 2024-11-15 17:46:50,502 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-15 2024-11-15 17:46:50,506 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24 2024-11-15 17:46:50,509 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-11-13 2024-11-15 17:46:50,513 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-11-13 2024-11-15 17:46:50,517 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-11-13 2024-11-15 17:46:50,524 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-08 2024-11-15 17:46:50,528 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-08 2024-11-15 17:46:50,533 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-08 2024-11-15 17:46:50,537 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-08 2024-11-15 17:46:50,542 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-08 2024-11-15 17:46:50,547 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-08 2024-11-15 17:46:50,550 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-08 2024-11-15 17:46:50,556 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-08 2024-11-15 17:46:50,560 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-08 2024-11-15 17:46:50,565 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-08 2024-11-15 17:46:50,569 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 2024-11-15 17:46:50,574 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 2024-11-15 17:46:50,578 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-08 2024-11-15 17:46:50,582 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-08 2024-11-15 17:46:50,586 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-08 2024-11-15 17:46:50,590 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-08 2024-11-15 17:46:50,593 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-08 2024-11-15 17:46:50,597 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-11-14 2024-11-15 17:46:50,601 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-14 2024-11-15 17:46:50,604 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-11-14 2024-11-15 17:46:50,609 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-11-14 2024-11-15 17:46:50,613 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-11-14 2024-11-15 17:46:50,616 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-11-14 2024-11-15 17:46:50,623 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-12 2024-11-15 17:46:50,627 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-12 2024-11-15 17:46:50,631 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-11-13 2024-11-15 17:46:50,634 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-11-13 2024-11-15 17:46:50,639 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-11-13 2024-11-15 17:46:50,643 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-11-14 2024-11-15 17:46:50,647 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-11-14 2024-11-15 17:46:50,650 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-11-14 2024-11-15 17:46:50,655 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-11-14 2024-11-15 17:46:50,660 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-11-14 2024-11-15 17:46:50,664 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-11-14 2024-11-15 17:46:50,667 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-11-14 2024-11-15 17:46:50,677 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-11-14 2024-11-15 17:46:50,681 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-11-14 2024-11-15 17:46:50,685 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-11-14 2024-11-15 17:46:50,690 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-11-14 2024-11-15 17:46:50,694 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-11-14 2024-11-15 17:46:50,698 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-11-14 2024-11-15 17:46:50,702 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-11-14 2024-11-15 17:46:50,707 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-11-14 2024-11-15 17:46:50,712 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-11-14 2024-11-15 17:46:50,715 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-11-14 2024-11-15 17:46:50,719 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-11-14 2024-11-15 17:46:50,723 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-11-14 2024-11-15 17:46:50,726 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-11-13 2024-11-15 17:46:50,732 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-11-14 2024-11-15 17:46:50,737 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-13 2024-11-15 17:46:50,741 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-11-14 2024-11-15 17:46:50,744 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-11-14 2024-11-15 17:46:50,748 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-14 2024-11-15 17:46:50,753 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-11-13 2024-11-15 17:46:50,761 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-11-14 2024-11-15 17:46:50,765 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-11-14 2024-11-15 17:46:50,769 - my_logger - INFO - Column DFL was last updated at 2024-11-13 2024-11-15 17:46:50,774 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-11-14 2024-11-15 17:46:50,778 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-11-14 2024-11-15 17:46:50,782 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-11-14 2024-11-15 17:46:50,784 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-11-14 2024-11-15 17:46:50,788 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-11-14 2024-11-15 17:46:50,792 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-11-14 2024-11-15 17:46:50,798 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-11-15 2024-11-15 17:46:50,802 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-11-15 2024-11-15 17:46:50,807 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-11-15 2024-11-15 17:46:50,811 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-11-14 2024-11-15 17:46:50,815 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-14 2024-11-15 17:46:50,818 - my_logger - INFO - Column B-W价差 was last updated at 2024-11-14 2024-11-15 17:46:50,822 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-11-15 2024-11-15 17:46:50,829 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-13 2024-11-15 17:46:50,833 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-11-15 2024-11-15 17:46:50,839 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-11-15 2024-11-15 17:46:50,843 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-11-14 2024-11-15 17:46:50,846 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-13 2024-11-15 17:46:50,849 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-11-14 2024-11-15 17:46:50,854 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-11-15 2024-11-15 17:46:50,859 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-11-15 2024-11-15 17:46:50,863 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-11-14 2024-11-15 17:46:50,867 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-11-15 2024-11-15 17:46:50,871 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-11-14 2024-11-15 17:46:50,876 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-11-13 2024-11-15 17:46:50,880 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-11-14 2024-11-15 17:46:50,883 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-11-13 2024-11-15 17:46:50,886 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-11-14 2024-11-15 17:46:50,890 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-11-13 2024-11-15 17:46:50,894 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-11-14 2024-11-15 17:46:50,898 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31 2024-11-15 17:46:50,902 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-11-14 2024-11-15 17:46:50,906 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-13 2024-11-15 17:46:50,910 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-14 2024-11-15 17:46:50,913 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-14 2024-11-15 17:46:50,917 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-11-14 2024-11-15 17:46:50,920 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-13 2024-11-15 17:46:50,924 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-11-14 2024-11-15 17:46:50,929 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-11-14 2024-11-15 17:46:50,933 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-11-15 2024-11-15 17:46:50,937 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-11-14 2024-11-15 17:46:50,942 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-11-14 2024-11-15 17:46:50,945 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-11-15 2024-11-15 17:46:50,949 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-01 2024-11-15 17:46:50,954 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-11-14 2024-11-15 17:46:50,958 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-05 2024-11-15 17:46:50,962 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-14 2024-11-15 17:46:50,966 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-14 2024-11-15 17:46:50,970 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-14 2024-11-15 17:46:50,975 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-14 2024-11-15 17:46:50,979 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-14 2024-11-15 17:46:50,983 - my_logger - INFO - Column Oman FOB M2 was last updated at None 2024-11-15 17:46:50,988 - my_logger - INFO - Column Oman FOB M3 was last updated at None 2024-11-15 17:46:50,994 - my_logger - INFO - Column Oman FOB M4 was last updated at None 2024-11-15 17:46:50,998 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-13 2024-11-15 17:46:51,004 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-13 2024-11-15 17:46:51,009 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-11-11 2024-11-15 17:46:51,015 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-11-11 2024-11-15 17:46:51,019 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-11-14 2024-11-15 17:46:51,023 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-11-13 2024-11-15 17:46:51,028 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-11-14 2024-11-15 17:46:51,032 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-11-14 2024-11-15 17:46:51,037 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-11-14 2024-11-15 17:46:51,041 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-11-14 2024-11-15 17:46:51,046 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-11-14 2024-11-15 17:46:51,049 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-11-14 2024-11-15 17:46:51,053 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-11-14 2024-11-15 17:46:51,058 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-11-14 2024-11-15 17:46:51,062 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-11-14 2024-11-15 17:46:51,066 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-14 2024-11-15 17:46:51,072 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-14 2024-11-15 17:46:51,076 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-11-14 2024-11-15 17:46:51,079 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-11-14 2024-11-15 17:46:51,082 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-11-14 2024-11-15 17:46:51,085 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-11-14 2024-11-15 17:46:51,089 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-11-14 2024-11-15 17:46:51,093 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-11-15 2024-11-15 17:46:51,096 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-11-15 2024-11-15 17:46:51,100 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-11-15 2024-11-15 17:46:51,104 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-11-15 2024-11-15 17:46:51,109 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 17:46:51,113 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 17:46:51,117 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 17:46:51,123 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 17:46:51,126 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-11-14 2024-11-15 17:46:51,130 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-11-14 2024-11-15 17:46:51,134 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-11-14 2024-11-15 17:46:51,140 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-11-14 2024-11-15 17:46:51,144 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-11-13 2024-11-15 17:46:51,147 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-11-14 2024-11-15 17:46:51,151 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-11-14 2024-11-15 17:46:51,156 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-11-14 2024-11-15 17:46:51,159 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-11-14 2024-11-15 17:46:51,163 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-11-14 2024-11-15 17:46:51,168 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-11-14 2024-11-15 17:46:51,172 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-11-14 2024-11-15 17:46:51,176 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-14 2024-11-15 17:46:51,180 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-11-14 2024-11-15 17:46:51,184 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-11-14 2024-11-15 17:46:51,189 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-11-14 2024-11-15 17:46:51,193 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 17:46:51,197 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 17:46:51,201 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 17:46:51,206 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 17:46:51,209 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-08 2024-11-15 17:46:51,213 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-08 2024-11-15 17:46:51,216 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-08 2024-11-15 17:46:51,221 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 17:46:51,225 - my_logger - INFO - Column 原油：开工率：东北地区：独立炼厂（周） was last updated at 2023-03-31 2024-11-15 17:46:51,229 - my_logger - INFO - Column 原油：常减压：产能利用率：山东：独立炼厂（周） was last updated at 2024-11-08 2024-11-15 17:46:51,234 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-08 2024-11-15 17:46:51,237 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-15 2024-11-15 17:46:51,242 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-08 2024-11-15 17:46:51,246 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,250 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 17:46:51,254 - my_logger - INFO - Column 原油：常减压：独立炼厂：产能利用率：中国（周） was last updated at 2024-11-08 2024-11-15 17:46:51,260 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-08 2024-11-15 17:46:51,263 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-15 2024-11-15 17:46:51,267 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-08 2024-11-15 17:46:51,272 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-08 2024-11-15 17:46:51,277 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-15 2024-11-15 17:46:51,281 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-08 2024-11-15 17:46:51,284 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-08 2024-11-15 17:46:51,287 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,291 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,294 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,298 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,302 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,308 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,312 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,315 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,321 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,325 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,329 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,333 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,338 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-08 2024-11-15 17:46:51,343 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-08 2024-11-15 17:46:51,346 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-08 2024-11-15 17:46:51,349 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-08 2024-11-15 17:46:51,353 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-08 2024-11-15 17:46:51,357 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-08 2024-11-15 17:46:51,361 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27 2024-11-15 17:46:51,365 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,372 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,381 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,385 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-08 2024-11-15 17:46:51,389 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-08 2024-11-15 17:46:51,393 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-08 2024-11-15 17:46:51,398 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-08 2024-11-15 17:46:51,402 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-08 2024-11-15 17:46:51,406 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-08 2024-11-15 17:46:51,412 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 17:46:51,415 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-08 2024-11-15 17:46:51,418 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-08 2024-11-15 17:46:51,423 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-08 2024-11-15 17:46:51,427 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-08 2024-11-15 17:46:51,432 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-08 2024-11-15 17:46:51,436 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-08 2024-11-15 17:46:51,442 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-08 2024-11-15 17:46:51,446 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-08 2024-11-15 17:46:51,450 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-08 2024-11-15 17:46:51,455 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-08 2024-11-15 17:46:51,459 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-08 2024-11-15 17:46:51,462 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-08 2024-11-15 17:46:51,466 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-08 2024-11-15 17:46:51,470 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-11-13 2024-11-15 17:46:51,475 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-11-13 2024-11-15 17:46:51,478 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-08 2024-11-15 17:46:51,482 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-08 2024-11-15 17:46:51,485 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-08 2024-11-15 17:46:51,491 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-08 2024-11-15 17:46:51,495 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-08 2024-11-15 17:46:51,500 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-08 2024-11-15 17:46:51,508 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25 2024-11-15 17:46:51,512 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,515 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-03 2024-11-15 17:46:51,519 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-03 2024-11-15 17:46:51,523 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,527 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,533 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,537 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,541 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,544 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,548 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,551 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-03 2024-11-15 17:46:51,555 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,559 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-03 2024-11-15 17:46:51,563 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,567 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-03 2024-11-15 17:46:51,573 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,578 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27 2024-11-15 17:46:51,582 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,588 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,597 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,601 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,604 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,609 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28 2024-11-15 17:46:51,613 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,617 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,621 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,625 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,628 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,632 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,636 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,641 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,645 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,649 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,653 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,658 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,661 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,666 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,670 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,675 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,680 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,683 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,688 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,692 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,695 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,699 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,703 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-10 2024-11-15 17:46:51,708 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,712 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-03 2024-11-15 17:46:51,715 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,718 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,723 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,726 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,731 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,735 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-03 2024-11-15 17:46:51,739 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,743 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,747 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,751 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,759 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,763 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-03 2024-11-15 17:46:51,768 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,777 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,780 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,784 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,787 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,791 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,796 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,802 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,808 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,813 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,816 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,821 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,828 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,832 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,839 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,844 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,850 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,854 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,861 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,866 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,878 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-10 2024-11-15 17:46:51,882 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-11-14 2024-11-15 17:46:51,885 - my_logger - INFO - Column ovx index was last updated at 2024-11-14 2024-11-15 17:46:51,891 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-14 2024-11-15 17:46:51,895 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-14 2024-11-15 17:46:51,901 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-14 2024-11-15 17:46:51,907 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-14 2024-11-15 17:46:51,925 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 2024-11-15 17:46:51,943 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-05 2024-11-15 17:46:51,946 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-05 2024-11-15 17:46:51,995 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-05 2024-11-15 17:46:52,001 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-13 2024-11-15 17:46:52,010 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-14 2024-11-15 17:46:52,040 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-14 2024-11-15 17:46:52,050 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv 2024-11-15 17:46:52,052 - my_logger - INFO - 删除两月不更新特征前数据量：(2511, 504) 2024-11-15 17:46:53,194 - my_logger - INFO - 删除两月不更新特征后数据量：(2511, 485) 2024-11-15 17:46:53,201 - my_logger - INFO - 删除预测列为空值的行后数据量：(1777, 485) 2024-11-15 17:46:53,207 - my_logger - INFO - 删除全为空值的列后数据量：(1777, 405) 2024-11-15 17:46:56,913 - my_logger - INFO - 全球原油库存（剔除富查伊拉）列数据为空 2024-11-15 17:47:01,334 - my_logger - INFO - 日度(263) 周度(139) 61天(1) 0 西北欧炼厂加工Brent原油CDU利润 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 EIA美国柴油产量（千桶日） 1 美墨湾炼厂加工WTI原油CDU利润 美国:炼油厂的投入与使用情况:开工率:当周值 2 新加坡炼厂加工Dubai原油CDU利润 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 3 西北欧炼厂加工Brent原油CDU利润 M2 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 4 美墨湾炼厂加工WTI原油CDU利润 M2 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 .. ... ... ... 258 C2403150124 259 FVHCM1 INDEX 260 lmcads03 lme comdty 261 GC1 COMB Comdty 262 C2404167855 [263 rows x 3 columns] 2024-11-15 17:47:01,361 - my_logger - INFO - 特征信息：总共有402个,日度(263),周度(139),61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： 2024-11-15 17:47:01,364 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-15 17:47:03,556 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-14 00:00:00', y = '72.56' WHERE ds = '2024-11-14 00:00:00' 2024-11-15 17:47:03,563 - my_logger - INFO - 开始训练模型... 2024-11-15 17:47:03,564 - my_logger - INFO - 模型训练完成 2024-11-15 17:47:03,566 - my_logger - INFO - 训练数据绘图ing 2024-11-15 17:47:08,335 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-15 00:00:00', NHITS = '72.89804', Informer = '73.32961', LSTM = '71.489075', iTransformer = '72.42489', TSMixer = '72.65138', TSMixerx = '72.84224', PatchTST = '72.24925', RNN = '54.118504', GRU = '72.60947', TCN = '72.252556', BiTCN = '72.86337', DilatedRNN = '74.74415', MLP = '73.50992', DLinear = '72.74385', NLinear = '72.70263', TFT = '72.82612', StemGNN = '75.2256', MLPMultivariate = '72.472', TiDE = '72.77939', DeepNPTS = '72.04662' WHERE ds = '2024-11-15 00:00:00' 2024-11-15 17:47:13,705 - my_logger - INFO - 训练数据绘图end 2024-11-15 17:47:13,706 - my_logger - INFO - 制作报告ing 2024-11-15 17:47:14,169 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 2024-11-15 17:47:20,297 - my_logger - INFO - 价格类指标的相关性总和为：77.34285470386338 2024-11-15 17:47:20,299 - my_logger - INFO - 开始绘制供应类指标的相关性直方图 2024-11-15 17:47:26,828 - my_logger - INFO - 供应类指标的相关性总和为：15.25689232362182 2024-11-15 17:47:26,830 - my_logger - INFO - 开始绘制其他类指标的相关性直方图 2024-11-15 17:47:33,059 - my_logger - INFO - 其他类指标的相关性总和为：6.888826346171018 2024-11-15 17:47:33,061 - my_logger - INFO - 开始绘制同花顺数据类指标的相关性直方图 2024-11-15 17:47:36,977 - my_logger - INFO - 同花顺数据类指标的相关性总和为：3.2683712381175765 2024-11-15 17:47:36,979 - my_logger - INFO - 开始绘制库存类指标的相关性直方图 2024-11-15 17:47:43,063 - my_logger - INFO - 库存类指标的相关性总和为：20.791208627154457 2024-11-15 17:47:43,091 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图 2024-11-15 17:47:52,451 - my_logger - INFO - 期货市场类指标的相关性总和为：56.48516553580905 2024-11-15 17:47:52,454 - my_logger - INFO - 开始绘制运输类指标的相关性直方图 2024-11-15 17:47:53,264 - my_logger - INFO - 运输类指标的相关性总和为：1.0253277140030699 2024-11-15 17:47:53,266 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图 2024-11-15 17:47:59,770 - my_logger - INFO - 进出口类指标的相关性总和为：6.390753790285273 2024-11-15 17:47:59,772 - my_logger - INFO - 开始绘制需求类指标的相关性直方图 2024-11-15 17:48:06,818 - my_logger - INFO - 需求类指标的相关性总和为：12.828120703192358 2024-11-15 17:48:06,820 - my_logger - INFO - 开始绘制相关性总和的气泡图 2024-11-15 17:48:07,640 - my_logger - INFO - 绘制相关性总和的气泡图结束 2024-11-15 17:48:16,123 - my_logger - INFO - 制作报告end 2024-11-15 17:48:16,124 - my_logger - INFO - 模型训练完成 2024-11-15 18:05:31,143 - my_logger - INFO - 从eta获取数据... 2024-11-15 18:05:31,701 - my_logger - INFO - 跳过指标 美国:东海岸地区:炼油厂的投入与使用情况:开工率:四周均值 2024-11-15 18:05:31,970 - my_logger - INFO - 跳过指标 美国:炼油厂的投入与使用情况:开工率:四周均值 2024-11-15 18:05:32,165 - my_logger - INFO - 跳过指标 美国:洛基山地区:炼油厂的投入与使用情况:开工率:四周均值 2024-11-15 18:05:32,363 - my_logger - INFO - 跳过指标 美国:墨西哥湾沿岸:炼油厂的投入与使用情况:开工率:四周均值 2024-11-15 18:05:32,554 - my_logger - INFO - 跳过指标 美国:西海岸地区:炼油厂的投入与使用情况:开工率:四周均值 2024-11-15 18:05:32,749 - my_logger - INFO - 跳过指标 美国:中西部地区:炼油厂的投入与使用情况:开工率:四周均值 2024-11-15 18:05:33,772 - my_logger - INFO - 跳过指标 中国航班执行数/7DMA 2024-11-15 18:05:34,260 - my_logger - INFO - 跳过指标 美国汽油表需（周度）1周环差负值 2024-11-15 18:05:34,262 - my_logger - INFO - 跳过指标 美国汽油表需（周度）1周环差 2024-11-15 18:05:34,551 - my_logger - INFO - 跳过指标 美国汽油产量（周度）1周环差 2024-11-15 18:05:35,858 - my_logger - INFO - 跳过指标 美国原油周度表需/4WMA 2024-11-15 18:05:35,859 - my_logger - INFO - 跳过指标 美国油品表需/4WMA 2024-11-15 18:05:35,860 - my_logger - INFO - 跳过指标 美国油品表需4周环差 2024-11-15 18:05:36,064 - my_logger - INFO - 跳过指标 道琼斯旅游与休闲/标普500 2024-11-15 18:05:36,064 - my_logger - INFO - 跳过指标 DOE-柴油产量1周环差 2024-11-15 18:05:36,066 - my_logger - INFO - 跳过指标 DOE-美国汽油产量1周环差 2024-11-15 18:05:36,067 - my_logger - INFO - 跳过指标 美国航煤表需一周环差负值 2024-11-15 18:05:36,067 - my_logger - INFO - 跳过指标 美国馏分油表需一周环差负值 2024-11-15 18:05:36,068 - my_logger - INFO - 跳过指标 美国汽油表需一周环差负值 2024-11-15 18:05:36,069 - my_logger - INFO - 跳过指标 欧洲汽油裂差 2024-11-15 18:05:36,069 - my_logger - INFO - 跳过指标 欧洲柴油裂差 2024-11-15 18:05:36,490 - my_logger - INFO - 跳过指标 中国主营炼厂产能利用率1周环差 2024-11-15 18:05:37,022 - my_logger - INFO - 跳过指标 美国零售拥堵指数（周环比）/3WMA 2024-11-15 18:05:37,023 - my_logger - INFO - 跳过指标 美国炼厂原油输入量1周环差 2024-11-15 18:05:38,309 - my_logger - INFO - 跳过指标 美国炼厂原油输入量4周均值 2024-11-15 18:05:39,534 - my_logger - INFO - 跳过指标 美国柴油期货裂差 2024-11-15 18:05:39,534 - my_logger - INFO - 跳过指标 美国墨西哥湾柴油裂差 2024-11-15 18:05:39,658 - my_logger - INFO - 跳过指标 美国纽约港柴油裂差 2024-11-15 18:05:39,660 - my_logger - INFO - 跳过指标 欧洲柴油期货裂差 2024-11-15 18:05:39,660 - my_logger - INFO - 跳过指标 西北欧轻柴油裂差 2024-11-15 18:05:39,661 - my_logger - INFO - 跳过指标 新加坡柴油裂差 2024-11-15 18:05:39,662 - my_logger - INFO - 跳过指标 美国汽油期货裂差 2024-11-15 18:05:39,663 - my_logger - INFO - 跳过指标 美国墨西哥湾汽油裂差 2024-11-15 18:05:39,663 - my_logger - INFO - 跳过指标 美国纽约港汽油裂差 2024-11-15 18:05:39,664 - my_logger - INFO - 跳过指标 欧洲鹿特丹汽油裂差 2024-11-15 18:05:39,665 - my_logger - INFO - 跳过指标 新加坡汽油裂差 2024-11-15 18:05:42,805 - my_logger - INFO - 跳过指标 美国汽柴航煤4周平均表需 2024-11-15 18:05:44,691 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA5日环差/65DMA 2024-11-15 18:05:44,692 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA5日环差/65DMA 2024-11-15 18:05:44,693 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/65DMA 2024-11-15 18:05:44,693 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/65DMA 2024-11-15 18:05:44,694 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA5日环差 2024-11-15 18:05:44,695 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA5日环差 2024-11-15 18:05:44,696 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA 2024-11-15 18:05:44,696 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA 2024-11-15 18:05:48,166 - my_logger - INFO - 跳过指标 Brent连1合约价格/2DMA 2024-11-15 18:05:48,167 - my_logger - INFO - 跳过指标 Brent连1合约价格/7DMA 2024-11-15 18:05:48,168 - my_logger - INFO - 跳过指标 Brent连1合约价格/23DMA 2024-11-15 18:05:48,169 - my_logger - INFO - 跳过指标 库欣原油库存超季节性/5年拟合残差/WTI c1-c6 2024-11-15 18:05:48,169 - my_logger - INFO - 跳过指标 Brent连1合约价格/5DMA 2024-11-15 18:05:48,170 - my_logger - INFO - 跳过指标 Brent c1-c2超季节性/3年 2024-11-15 18:05:48,171 - my_logger - INFO - 跳过指标 PP主力收盘价拟合残差/期货收盘价（活跃）：布伦特原油 2024-11-15 18:05:48,171 - my_logger - INFO - 跳过指标 Brent连1合约价格/11DMA 2024-11-15 18:05:48,172 - my_logger - INFO - 跳过指标 山东地炼柴油裂解价差拟合残差/期货结算价（活跃）：布伦特原油 2024-11-15 18:05:48,173 - my_logger - INFO - 跳过指标 山东地炼汽油裂解价差拟合残差/ 2024-11-15 18:05:48,173 - my_logger - INFO - 跳过指标 原油(中国胜利)拟合残差/布伦特原油 2024-11-15 18:05:48,175 - my_logger - INFO - 跳过指标 Brent连1合约价格/21DMA 2024-11-15 18:05:48,175 - my_logger - INFO - 跳过指标 Brent连1合约价格/14DMA 2024-11-15 18:05:48,176 - my_logger - INFO - 跳过指标 Brent连1合约价格/15DMA 2024-11-15 18:05:48,177 - my_logger - INFO - 跳过指标 Brent连1-连12 2024-11-15 18:05:55,649 - my_logger - INFO - 跳过指标 WTI c1-c36 2024-11-15 18:05:55,650 - my_logger - INFO - 跳过指标 WTI c1-c24 2024-11-15 18:05:55,651 - my_logger - INFO - 跳过指标 WTI c1-c12 2024-11-15 18:05:57,865 - my_logger - INFO - 跳过指标 Brent c1-c36 2024-11-15 18:05:57,867 - my_logger - INFO - 跳过指标 Brent c1-c24 2024-11-15 18:05:57,868 - my_logger - INFO - 跳过指标 Brent c1-c12 2024-11-15 18:06:01,683 - my_logger - INFO - 跳过指标 Brent连1合约价格1日环差 2024-11-15 18:06:01,684 - my_logger - INFO - 跳过指标 Brent连1合约价格1日环比 2024-11-15 18:06:01,685 - my_logger - INFO - 跳过指标 WTI连1合约价格拟合残差/美国标普500指数 2024-11-15 18:06:02,071 - my_logger - INFO - 跳过指标 Dubai连2合约价格 2024-11-15 18:06:02,072 - my_logger - INFO - 跳过指标 Dubai连4合约价格 2024-11-15 18:06:02,477 - my_logger - INFO - 跳过指标 美国RBOB期货2212月份合约价格 2024-11-15 18:06:02,478 - my_logger - INFO - 跳过指标 美国RBOB期货2301月份合约价格 2024-11-15 18:06:02,479 - my_logger - INFO - 跳过指标 美国RBOB期货2306月份合约价格 2024-11-15 18:06:04,236 - my_logger - INFO - 跳过指标 Dubai连7合约价格 2024-11-15 18:06:04,237 - my_logger - INFO - 跳过指标 Dubai连9合约价格 2024-11-15 18:06:04,238 - my_logger - INFO - 跳过指标 迪拜连7-连9月差 2024-11-15 18:06:05,259 - my_logger - INFO - 跳过指标 Brent连2 2024-11-15 18:06:05,260 - my_logger - INFO - 跳过指标 WTI连2合约价格 2024-11-15 18:06:05,996 - my_logger - INFO - 跳过指标 WTI连4合约价格 2024-11-15 18:06:06,733 - my_logger - INFO - 跳过指标 Brent连4合约价格 2024-11-15 18:06:08,128 - my_logger - INFO - 跳过指标 WTI连7合约价格 2024-11-15 18:06:08,366 - my_logger - INFO - 跳过指标 WTI连12合约价格 2024-11-15 18:06:08,745 - my_logger - INFO - 跳过指标 布伦特连24合约价格 2024-11-15 18:06:09,479 - my_logger - INFO - 跳过指标 Brent连6合约价格 2024-11-15 18:06:09,480 - my_logger - INFO - 跳过指标 Brent连12合约价格 2024-11-15 18:06:09,481 - my_logger - INFO - 跳过指标 Brent连9合约 2024-11-15 18:06:09,481 - my_logger - INFO - 跳过指标 brent连3合约 2024-11-15 18:06:09,482 - my_logger - INFO - 跳过指标 Brent连5 2024-11-15 18:06:09,483 - my_logger - INFO - 跳过指标 Brent连10合约 2024-11-15 18:06:09,483 - my_logger - INFO - 跳过指标 Brent连11合约 2024-11-15 18:06:09,484 - my_logger - INFO - 跳过指标 WTI连3合约价格 2024-11-15 18:06:09,485 - my_logger - INFO - 跳过指标 Brent 连7合约价格 2024-11-15 18:06:09,485 - my_logger - INFO - 跳过指标 Brent连8合约价格 2024-11-15 18:06:09,487 - my_logger - INFO - 跳过指标 Brent连13 2024-11-15 18:06:10,313 - my_logger - INFO - 跳过指标 ICE Brent c15 2024-11-15 18:06:10,314 - my_logger - INFO - 跳过指标 ICE Brent c16 2024-11-15 18:06:10,315 - my_logger - INFO - 跳过指标 ICE Brent c17 2024-11-15 18:06:10,316 - my_logger - INFO - 跳过指标 ICE Brent c18 2024-11-15 18:06:10,317 - my_logger - INFO - 跳过指标 ICE Brent c19 2024-11-15 18:06:10,318 - my_logger - INFO - 跳过指标 ICE Brent c20 2024-11-15 18:06:10,667 - my_logger - INFO - 跳过指标 ICE Brent c21 2024-11-15 18:06:10,668 - my_logger - INFO - 跳过指标 ICE Brent c22 2024-11-15 18:06:10,668 - my_logger - INFO - 跳过指标 ICE Brent c23 2024-11-15 18:06:10,669 - my_logger - INFO - 跳过指标 ICE Brent c25 2024-11-15 18:06:10,670 - my_logger - INFO - 跳过指标 ICE Brent c26 2024-11-15 18:06:10,670 - my_logger - INFO - 跳过指标 ICE Brent c27 2024-11-15 18:06:10,671 - my_logger - INFO - 跳过指标 ICE Brent c28 2024-11-15 18:06:10,673 - my_logger - INFO - 跳过指标 ICE Brent c29 2024-11-15 18:06:10,673 - my_logger - INFO - 跳过指标 ICE Brent c30 2024-11-15 18:06:10,673 - my_logger - INFO - 跳过指标 ICE Brent c31 2024-11-15 18:06:10,674 - my_logger - INFO - 跳过指标 ICE Brent c32 2024-11-15 18:06:10,675 - my_logger - INFO - 跳过指标 ICE Brent c33 2024-11-15 18:06:10,676 - my_logger - INFO - 跳过指标 ICE Brent c34 2024-11-15 18:06:10,676 - my_logger - INFO - 跳过指标 ICE Brent c35 2024-11-15 18:06:10,677 - my_logger - INFO - 跳过指标 ICE Brent c36 2024-11-15 18:06:11,744 - my_logger - INFO - 跳过指标 NYMWX WTI c6 2024-11-15 18:06:11,745 - my_logger - INFO - 跳过指标 NYMWX WTI c8 2024-11-15 18:06:11,746 - my_logger - INFO - 跳过指标 NYMWX WTI c9 2024-11-15 18:06:11,747 - my_logger - INFO - 跳过指标 NYMWX WTI c10 2024-11-15 18:06:11,748 - my_logger - INFO - 跳过指标 NYMWX WTI c11 2024-11-15 18:06:11,748 - my_logger - INFO - 跳过指标 NYMWX WTI c13 2024-11-15 18:06:11,749 - my_logger - INFO - 跳过指标 NYMWX WTI c14 2024-11-15 18:06:11,750 - my_logger - INFO - 跳过指标 NYMWX WTI c15 2024-11-15 18:06:11,751 - my_logger - INFO - 跳过指标 NYMWX WTI c16 2024-11-15 18:06:11,751 - my_logger - INFO - 跳过指标 NYMWX WTI c17 2024-11-15 18:06:11,752 - my_logger - INFO - 跳过指标 NYMWX WTI c18 2024-11-15 18:06:11,753 - my_logger - INFO - 跳过指标 NYMWX WTI c19 2024-11-15 18:06:11,754 - my_logger - INFO - 跳过指标 NYMWX WTI c20 2024-11-15 18:06:11,755 - my_logger - INFO - 跳过指标 NYMWX WTI c21 2024-11-15 18:06:11,755 - my_logger - INFO - 跳过指标 NYMWX WTI c22 2024-11-15 18:06:11,756 - my_logger - INFO - 跳过指标 NYMWX WTI c23 2024-11-15 18:06:11,757 - my_logger - INFO - 跳过指标 NYMWX WTI c25 2024-11-15 18:06:11,758 - my_logger - INFO - 跳过指标 NYMWX WTI c26 2024-11-15 18:06:11,758 - my_logger - INFO - 跳过指标 NYMWX WTI c27 2024-11-15 18:06:11,759 - my_logger - INFO - 跳过指标 NYMWX WTI c28 2024-11-15 18:06:11,760 - my_logger - INFO - 跳过指标 NYMWX WTI c29 2024-11-15 18:06:11,760 - my_logger - INFO - 跳过指标 NYMWX WTI c30 2024-11-15 18:06:11,761 - my_logger - INFO - 跳过指标 NYMWX WTI c31 2024-11-15 18:06:11,762 - my_logger - INFO - 跳过指标 NYMWX WTI c32 2024-11-15 18:06:11,763 - my_logger - INFO - 跳过指标 NYMWX WTI c33 2024-11-15 18:06:11,763 - my_logger - INFO - 跳过指标 NYMWX WTI c34 2024-11-15 18:06:11,764 - my_logger - INFO - 跳过指标 NYMWX WTI c35 2024-11-15 18:06:11,765 - my_logger - INFO - 跳过指标 NYMWX WTI c36 2024-11-15 18:06:12,085 - my_logger - INFO - 跳过指标 INE SC c2 2024-11-15 18:06:12,085 - my_logger - INFO - 跳过指标 INE SC c3 2024-11-15 18:06:12,086 - my_logger - INFO - 跳过指标 INE SC c4 2024-11-15 18:06:12,087 - my_logger - INFO - 跳过指标 INE SC c5 2024-11-15 18:06:12,088 - my_logger - INFO - 跳过指标 INE SC c6 2024-11-15 18:06:12,088 - my_logger - INFO - 跳过指标 INE SC c7 2024-11-15 18:06:12,089 - my_logger - INFO - 跳过指标 INE SC c8 2024-11-15 18:06:12,090 - my_logger - INFO - 跳过指标 INE SC c9 2024-11-15 18:06:12,091 - my_logger - INFO - 跳过指标 INE SC c10 2024-11-15 18:06:12,091 - my_logger - INFO - 跳过指标 INE SC c11 2024-11-15 18:06:12,092 - my_logger - INFO - 跳过指标 INE SC c12 2024-11-15 18:06:12,093 - my_logger - INFO - 跳过指标 INE SC c13 2024-11-15 18:06:12,094 - my_logger - INFO - 跳过指标 INE SC c14 2024-11-15 18:06:12,094 - my_logger - INFO - 跳过指标 INE SC c15 2024-11-15 18:06:12,095 - my_logger - INFO - 跳过指标 INE SC c16 2024-11-15 18:06:12,096 - my_logger - INFO - 跳过指标 INE SC c17 2024-11-15 18:06:12,096 - my_logger - INFO - 跳过指标 INE SC c18 2024-11-15 18:06:12,097 - my_logger - INFO - 跳过指标 INE SC c19 2024-11-15 18:06:12,098 - my_logger - INFO - 跳过指标 INE SC c20 2024-11-15 18:06:12,098 - my_logger - INFO - 跳过指标 EFS c1 2024-11-15 18:06:12,099 - my_logger - INFO - 跳过指标 EFS c2 2024-11-15 18:06:12,099 - my_logger - INFO - 跳过指标 EFS c3 2024-11-15 18:06:12,100 - my_logger - INFO - 跳过指标 EFS c4 2024-11-15 18:06:12,100 - my_logger - INFO - 跳过指标 EFS c5 2024-11-15 18:06:12,101 - my_logger - INFO - 跳过指标 EFS c6 2024-11-15 18:06:12,102 - my_logger - INFO - 跳过指标 Dubai Swap c15 2024-11-15 18:06:12,103 - my_logger - INFO - 跳过指标 Dubai Swap c16 2024-11-15 18:06:12,104 - my_logger - INFO - 跳过指标 Dubai Swap c17 2024-11-15 18:06:12,104 - my_logger - INFO - 跳过指标 Dubai Swap c18 2024-11-15 18:06:12,105 - my_logger - INFO - 跳过指标 Dubai Swap c19 2024-11-15 18:06:12,106 - my_logger - INFO - 跳过指标 Dubai Swap c20 2024-11-15 18:06:12,107 - my_logger - INFO - 跳过指标 Dubai Swap c21 2024-11-15 18:06:12,108 - my_logger - INFO - 跳过指标 Dubai Swap c22 2024-11-15 18:06:12,324 - my_logger - INFO - 跳过指标 Oman Swap c2 2024-11-15 18:06:12,325 - my_logger - INFO - 跳过指标 Oman Swap c3 2024-11-15 18:06:12,325 - my_logger - INFO - 跳过指标 Oman Swap c4 2024-11-15 18:06:12,327 - my_logger - INFO - 跳过指标 Oman Swap c5 2024-11-15 18:06:12,327 - my_logger - INFO - 跳过指标 Oman Swap c6 2024-11-15 18:06:12,328 - my_logger - INFO - 跳过指标 Oman Swap c7 2024-11-15 18:06:12,329 - my_logger - INFO - 跳过指标 Oman Swap c8 2024-11-15 18:06:12,330 - my_logger - INFO - 跳过指标 Oman Swap c9 2024-11-15 18:06:12,330 - my_logger - INFO - 跳过指标 Oman Swap c10 2024-11-15 18:06:12,331 - my_logger - INFO - 跳过指标 Oman Swap c11 2024-11-15 18:06:12,332 - my_logger - INFO - 跳过指标 Oman Swap c12 2024-11-15 18:06:12,332 - my_logger - INFO - 跳过指标 Oman Swap c13 2024-11-15 18:06:12,333 - my_logger - INFO - 跳过指标 Oman Swap c14 2024-11-15 18:06:12,334 - my_logger - INFO - 跳过指标 Oman Swap c15 2024-11-15 18:06:12,334 - my_logger - INFO - 跳过指标 Oman Swap c16 2024-11-15 18:06:12,335 - my_logger - INFO - 跳过指标 Oman Swap c17 2024-11-15 18:06:12,336 - my_logger - INFO - 跳过指标 Oman Swap c18 2024-11-15 18:06:12,336 - my_logger - INFO - 跳过指标 Oman Swap c19 2024-11-15 18:06:12,337 - my_logger - INFO - 跳过指标 Oman Swap c20 2024-11-15 18:06:12,337 - my_logger - INFO - 跳过指标 Oman Swap c21 2024-11-15 18:06:12,338 - my_logger - INFO - 跳过指标 Oman Swap c22 2024-11-15 18:06:12,339 - my_logger - INFO - 跳过指标 Oman Swap c23 2024-11-15 18:06:12,340 - my_logger - INFO - 跳过指标 Oman Swap c24 2024-11-15 18:06:12,340 - my_logger - INFO - 跳过指标 Oman Swap c25 2024-11-15 18:06:12,341 - my_logger - INFO - 跳过指标 Oman Swap c26 2024-11-15 18:06:12,342 - my_logger - INFO - 跳过指标 Oman Swap c27 2024-11-15 18:06:12,342 - my_logger - INFO - 跳过指标 Oman Swap c28 2024-11-15 18:06:12,343 - my_logger - INFO - 跳过指标 Oman Swap c29 2024-11-15 18:06:12,344 - my_logger - INFO - 跳过指标 Oman Swap c30 2024-11-15 18:06:12,345 - my_logger - INFO - 跳过指标 Oman Swap c31 2024-11-15 18:06:12,346 - my_logger - INFO - 跳过指标 Oman Swap c32 2024-11-15 18:06:12,346 - my_logger - INFO - 跳过指标 Oman Swap c33 2024-11-15 18:06:12,348 - my_logger - INFO - 跳过指标 Oman Swap c34 2024-11-15 18:06:12,348 - my_logger - INFO - 跳过指标 Oman Swap c35 2024-11-15 18:06:12,349 - my_logger - INFO - 跳过指标 Oman Swap c36 2024-11-15 18:06:12,349 - my_logger - INFO - 跳过指标 Oman Swap c37 2024-11-15 18:06:12,350 - my_logger - INFO - 跳过指标 Oman Swap c38 2024-11-15 18:06:12,899 - my_logger - INFO - 跳过指标 DME Oman c2 2024-11-15 18:06:12,900 - my_logger - INFO - 跳过指标 DME Oman c3 2024-11-15 18:06:12,901 - my_logger - INFO - 跳过指标 DME Oman c4 2024-11-15 18:06:12,902 - my_logger - INFO - 跳过指标 DME Oman c5 2024-11-15 18:06:12,903 - my_logger - INFO - 跳过指标 DME Oman c6 2024-11-15 18:06:13,122 - my_logger - INFO - 跳过指标 Murban Futures c2 2024-11-15 18:06:13,123 - my_logger - INFO - 跳过指标 Murban Futures c3 2024-11-15 18:06:13,124 - my_logger - INFO - 跳过指标 Murban Futures c4 2024-11-15 18:06:13,124 - my_logger - INFO - 跳过指标 Murban Futures c5 2024-11-15 18:06:13,126 - my_logger - INFO - 跳过指标 Murban Futures c6 2024-11-15 18:06:22,421 - my_logger - INFO - 跳过指标 EFS c1-c2 2024-11-15 18:06:22,422 - my_logger - INFO - 跳过指标 TD3C 运费 c1-c2 2024-11-15 18:06:24,809 - my_logger - INFO - 跳过指标 SC c1-c2/7DMA 2024-11-15 18:06:24,980 - my_logger - INFO - 跳过指标 美国柴油裂差-美国汽油裂差 2024-11-15 18:06:24,981 - my_logger - INFO - 跳过指标 Brent c1-c2 (结算) 2024-11-15 18:06:30,131 - my_logger - INFO - 跳过指标 Brent c1-c2 (结算B) 2024-11-15 18:06:30,445 - my_logger - INFO - 跳过指标 WTI c1-c2 (结算B) 2024-11-15 18:06:30,724 - my_logger - INFO - 跳过指标 DME Oman c1 02:30收盘价预估 2024-11-15 18:06:30,725 - my_logger - INFO - 跳过指标 DME Oman c2 02:30收盘价预估 2024-11-15 18:06:33,951 - my_logger - INFO - 跳过指标 美国成品车用汽油库存1周环差 2024-11-15 18:06:33,952 - my_logger - INFO - 跳过指标 美国PADD1原油库存1周环差 2024-11-15 18:06:33,953 - my_logger - INFO - 跳过指标 美国PADD3原油库存1周环差 2024-11-15 18:06:33,953 - my_logger - INFO - 跳过指标 美国PADD2原油库存1周环差 2024-11-15 18:06:33,955 - my_logger - INFO - 跳过指标 美国PADD5原油库存1周环差 2024-11-15 18:06:33,955 - my_logger - INFO - 跳过指标 美国PADD4原油库存1周环差 2024-11-15 18:06:36,159 - my_logger - INFO - 跳过指标 库欣原油库存1周环差 2024-11-15 18:06:36,487 - my_logger - INFO - 跳过指标 美国战略储备原油库存1周环差 2024-11-15 18:06:36,488 - my_logger - INFO - 跳过指标 美国商业原油库存1周环差 2024-11-15 18:06:42,995 - my_logger - INFO - 跳过指标 中东原油成本+运费 2024-11-15 18:06:44,822 - my_logger - INFO - 跳过指标 Brent原油现货价格/8DMA 2024-11-15 18:06:44,823 - my_logger - INFO - 跳过指标 现货价:原油:英国布伦特Dtd/8DMA 2024-11-15 18:07:08,957 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/Brent 连2-连3 2024-11-15 18:07:08,957 - my_logger - INFO - 跳过指标 BrentC1-C21日环差 2024-11-15 18:07:19,964 - my_logger - INFO - 跳过指标 OMAN原油中质远期现货DES价30DMA 2024-11-15 18:07:21,895 - my_logger - INFO - 跳过指标 VLCC原油运价（中东至日本） 2024-11-15 18:07:27,468 - my_logger - INFO - 跳过指标 中东-中国原油运费 2024-11-15 18:07:31,396 - my_logger - INFO - 跳过指标 波斯湾到中国VLCC原油运费（美元/天） 2024-11-15 18:07:31,397 - my_logger - INFO - 跳过指标 波斯湾到新加坡VLCC油轮运费 2024-11-15 18:07:34,022 - my_logger - INFO - 跳过指标 原油波动率 2024-11-15 18:07:44,983 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/DFL 2024-11-15 18:07:45,837 - my_logger - INFO - 跳过指标 SC c3-阿曼到岸入罐成本/7DMA 2024-11-15 18:07:57,720 - my_logger - INFO - 跳过指标 美国汽油净进口（周度）1周环差 2024-11-15 18:07:58,266 - my_logger - INFO - 跳过指标 美国代表性页岩油公司股价 2024-11-15 18:07:58,579 - my_logger - INFO - 跳过指标 美国国内周度原油产量1周环差 2024-11-15 18:07:58,580 - my_logger - INFO - 跳过指标 EIA周度NGL产量同比 2024-11-15 18:07:58,580 - my_logger - INFO - 跳过指标 美国原油活跃钻机数同比 2024-11-15 18:07:58,757 - my_logger - INFO - 跳过指标 原油：主营炼厂：产能利用率：中国（周）日度变频 2024-11-15 18:07:59,139 - my_logger - INFO - 跳过指标 美国原油周度调整项/4WMA 2024-11-15 18:07:59,140 - my_logger - INFO - 跳过指标 美国FCC装置检修量 2024-11-15 18:07:59,141 - my_logger - INFO - 跳过指标 美国VDU装置检修量 2024-11-15 18:07:59,436 - my_logger - INFO - 跳过指标 美国炼厂CDU装置检修量 2024-11-15 18:07:59,437 - my_logger - INFO - 跳过指标 美国炼厂部分装置检修量 2024-11-15 18:07:59,621 - my_logger - INFO - 跳过指标 俄罗斯CDU装置检修量 2024-11-15 18:07:59,896 - my_logger - INFO - 跳过指标 法国CDU检修量 2024-11-15 18:07:59,897 - my_logger - INFO - 跳过指标 法国CDU检修量/7DMA 2024-11-15 18:07:59,898 - my_logger - INFO - 跳过指标 法国CDU检修量超季节性/5年 2024-11-15 18:08:00,137 - my_logger - INFO - 跳过指标 美国FCC装置检修量超季节性/3年 2024-11-15 18:08:00,138 - my_logger - INFO - 跳过指标 西北欧FCC装置检修量 2024-11-15 18:08:00,139 - my_logger - INFO - 跳过指标 西北欧FCC装置检修量/7DMA 2024-11-15 18:08:00,140 - my_logger - INFO - 跳过指标 西北欧加氢裂化装置检修量 2024-11-15 18:08:00,141 - my_logger - INFO - 跳过指标 西北欧加氢裂化装置检修量/7DMA 2024-11-15 18:08:00,141 - my_logger - INFO - 跳过指标 美国FCC装置检修量/7DMA 2024-11-15 18:08:00,142 - my_logger - INFO - 跳过指标 美国炼厂CDU装置检修量超季节性/3年 2024-11-15 18:08:00,144 - my_logger - INFO - 跳过指标 中国CDU检修量 2024-11-15 18:08:00,723 - my_logger - INFO - 跳过指标 全球加氢装置检修（千桶/日） 2024-11-15 18:08:00,724 - my_logger - INFO - 跳过指标 全球重整装置检修（千桶/日） 2024-11-15 18:08:00,724 - my_logger - INFO - 跳过指标 全球CDU装置检修（千桶/日） 2024-11-15 18:08:02,003 - my_logger - INFO - 跳过指标 西北欧CDU装置检修量 2024-11-15 18:08:02,004 - my_logger - INFO - 跳过指标 地中海国家CDU装置检修量 2024-11-15 18:08:02,005 - my_logger - INFO - 跳过指标 东欧CDU装置检修量 2024-11-15 18:08:02,006 - my_logger - INFO - 跳过指标 欧洲CDU装置检修量 2024-11-15 18:08:07,709 - my_logger - INFO - 跳过指标 美国原油活跃钻机数1周环差 2024-11-15 18:08:09,213 - my_logger - INFO - 跳过指标 页岩油公司EOG 股价 2024-11-15 18:08:09,214 - my_logger - INFO - 跳过指标 康菲石油公司股价 2024-11-15 18:08:09,215 - my_logger - INFO - 跳过指标 Pioneer公司股价 2024-11-15 18:08:09,215 - my_logger - INFO - 跳过指标 HESS公司股价 2024-11-15 18:08:09,217 - my_logger - INFO - 跳过指标 西方石油公司股价 2024-11-15 18:08:09,217 - my_logger - INFO - 跳过指标 Coterra公司股价 2024-11-15 18:08:09,218 - my_logger - INFO - 跳过指标 Concho Resources 公司股价 2024-11-15 18:08:09,219 - my_logger - INFO - 跳过指标 Black Stone Minerals LP股价 2024-11-15 18:08:09,219 - my_logger - INFO - 跳过指标 Continental Resources Inc股价 2024-11-15 18:08:09,220 - my_logger - INFO - 跳过指标 Diamondback Energy Inc股价 2024-11-15 18:08:09,789 - my_logger - INFO - 跳过指标 戴文能源股价 2024-11-15 18:08:11,181 - my_logger - INFO - 跳过指标 亚洲主要国家4周平均原油海运进口合计 2024-11-15 18:08:11,182 - my_logger - INFO - 跳过指标 DOE-航煤净进口1周环差 2024-11-15 18:08:11,183 - my_logger - INFO - 跳过指标 DOE-美国馏分燃料油净进口1周环差 2024-11-15 18:08:11,184 - my_logger - INFO - 跳过指标 DOE-美国汽油净进口1周环差 2024-11-15 18:08:11,185 - my_logger - INFO - 跳过指标 美国原油周度净进口1周环差 2024-11-15 18:08:12,976 - my_logger - INFO - 跳过指标 美国原油总出口4周平均 2024-11-15 18:08:14,121 - my_logger - INFO - 跳过指标 中东至中国原油运费 2024-11-15 18:08:15,718 - my_logger - INFO - 跳过指标 DoC4周平均原油海运出口 2024-11-15 18:08:15,719 - my_logger - INFO - 跳过指标 FSU-阿塞拜疆4周平均原油海运出口 2024-11-15 18:08:15,720 - my_logger - INFO - 跳过指标 FSU-俄罗斯4周平均原油海运出口 2024-11-15 18:08:15,720 - my_logger - INFO - 跳过指标 FSU-哈萨克斯坦4周平均原油海运出口 2024-11-15 18:08:15,721 - my_logger - INFO - 跳过指标 FSU-土库曼斯坦4周平均原油海运出口 2024-11-15 18:08:15,722 - my_logger - INFO - 跳过指标 Non-OPEC DoC4周平均原油海运出口 2024-11-15 18:08:15,722 - my_logger - INFO - 跳过指标 OPEC4周平均原油海运出口 2024-11-15 18:08:15,723 - my_logger - INFO - 跳过指标 OPEC豁免国4周平均原油海运出口 2024-11-15 18:08:15,723 - my_logger - INFO - 跳过指标 OPEC减产国4周平均原油海运出口 2024-11-15 18:08:15,725 - my_logger - INFO - 跳过指标 北非-阿尔及利亚4周平均原油海运出口 2024-11-15 18:08:15,725 - my_logger - INFO - 跳过指标 北非-埃及4周平均原油海运出口 2024-11-15 18:08:15,726 - my_logger - INFO - 跳过指标 北非-利比亚4周平均原油海运出口 2024-11-15 18:08:15,727 - my_logger - INFO - 跳过指标 北非-苏丹4周平均原油海运出口 2024-11-15 18:08:15,727 - my_logger - INFO - 跳过指标 北美-加拿大4周平均原油海运出口 2024-11-15 18:08:15,728 - my_logger - INFO - 跳过指标 北美-美国4周平均原油海运出口 2024-11-15 18:08:15,729 - my_logger - INFO - 跳过指标 拉美-阿根廷4周平均原油海运出口 2024-11-15 18:08:15,729 - my_logger - INFO - 跳过指标 拉美-巴拿马4周平均原油海运出口 2024-11-15 18:08:15,730 - my_logger - INFO - 跳过指标 拉美-巴西4周平均原油海运出口 2024-11-15 18:08:15,731 - my_logger - INFO - 跳过指标 拉美-多巴哥岛4周平均原油海运出口 2024-11-15 18:08:15,731 - my_logger - INFO - 跳过指标 拉美-厄瓜多尔4周平均原油海运出口 2024-11-15 18:08:15,732 - my_logger - INFO - 跳过指标 拉美-哥伦比亚4周平均原油海运出口 2024-11-15 18:08:15,733 - my_logger - INFO - 跳过指标 拉美-圭亚那4周平均原油海运出口 2024-11-15 18:08:15,733 - my_logger - INFO - 跳过指标 拉美-墨西哥4周平均原油海运出口 2024-11-15 18:08:15,734 - my_logger - INFO - 跳过指标 拉美-委内瑞拉4周平均原油海运出口 2024-11-15 18:08:15,734 - my_logger - INFO - 跳过指标 欧洲-挪威4周平均原油海运出口 2024-11-15 18:08:15,735 - my_logger - INFO - 跳过指标 欧洲-英国4周平均原油海运出口 2024-11-15 18:08:15,735 - my_logger - INFO - 跳过指标 西非-安哥拉4周平均原油海运出口 2024-11-15 18:08:15,736 - my_logger - INFO - 跳过指标 西非-几内亚4周平均原油海运出口 2024-11-15 18:08:15,737 - my_logger - INFO - 跳过指标 西非-加纳4周平均原油海运出口 2024-11-15 18:08:15,737 - my_logger - INFO - 跳过指标 西非-尼日利亚4周平均原油海运出口 2024-11-15 18:08:15,738 - my_logger - INFO - 跳过指标 亚太-澳大利亚4周平均原油海运出口 2024-11-15 18:08:15,738 - my_logger - INFO - 跳过指标 亚太-马来西亚4周平均原油海运出口 2024-11-15 18:08:15,739 - my_logger - INFO - 跳过指标 亚太-文莱4周平均原油海运出口 2024-11-15 18:08:15,740 - my_logger - INFO - 跳过指标 亚太-印尼4周平均原油海运出口 2024-11-15 18:08:15,740 - my_logger - INFO - 跳过指标 中东-阿联酋4周平均原油海运出口 2024-11-15 18:08:15,741 - my_logger - INFO - 跳过指标 中东-阿曼4周平均原油海运出口 2024-11-15 18:08:15,742 - my_logger - INFO - 跳过指标 中东-巴林4周平均原油海运出口 2024-11-15 18:08:15,742 - my_logger - INFO - 跳过指标 中东-卡塔尔4周平均原油海运出口 2024-11-15 18:08:15,743 - my_logger - INFO - 跳过指标 中东-科威特4周平均原油海运出口 2024-11-15 18:08:15,744 - my_logger - INFO - 跳过指标 中东-沙特4周平均原油海运出口 2024-11-15 18:08:15,744 - my_logger - INFO - 跳过指标 中东-也门4周平均原油海运出口 2024-11-15 18:08:15,745 - my_logger - INFO - 跳过指标 中东-伊拉克4周平均原油海运出口 2024-11-15 18:08:15,746 - my_logger - INFO - 跳过指标 中东-伊朗4周平均原油海运出口 2024-11-15 18:08:15,746 - my_logger - INFO - 跳过指标 中西非-刚果布4周平均原油海运出口 2024-11-15 18:08:15,747 - my_logger - INFO - 跳过指标 中西非-加蓬4周平均原油海运出口 2024-11-15 18:08:15,748 - my_logger - INFO - 跳过指标 中西非-喀麦隆4周平均原油海运出口 2024-11-15 18:08:15,749 - my_logger - INFO - 跳过指标 中国4周平均原油海运进口 2024-11-15 18:08:15,749 - my_logger - INFO - 跳过指标 印度4周平均原油海运进口 2024-11-15 18:08:15,750 - my_logger - INFO - 跳过指标 韩国4周平均原油海运进口 2024-11-15 18:08:15,751 - my_logger - INFO - 跳过指标 日本4周平均原油海运进口 2024-11-15 18:08:15,751 - my_logger - INFO - 跳过指标 新加坡4周平均原油海运进口 2024-11-15 18:08:15,752 - my_logger - INFO - 跳过指标 泰国4周平均原油海运进口 2024-11-15 18:08:15,752 - my_logger - INFO - 跳过指标 中国台湾4周平均原油海运进口 2024-11-15 18:08:15,753 - my_logger - INFO - 跳过指标 马来西亚4周平均原油海运进口 2024-11-15 18:08:15,754 - my_logger - INFO - 跳过指标 印尼4周平均原油海运进口 2024-11-15 18:08:15,754 - my_logger - INFO - 跳过指标 缅甸4周平均原油海运进口 2024-11-15 18:08:15,754 - my_logger - INFO - 跳过指标 越南4周平均原油海运进口 2024-11-15 18:08:15,756 - my_logger - INFO - 跳过指标 巴基斯坦4周平均原油海运进口 2024-11-15 18:08:15,757 - my_logger - INFO - 跳过指标 美国4周平均原油海运进口 2024-11-15 18:08:15,758 - my_logger - INFO - 跳过指标 加拿大4周平均原油海运进口 2024-11-15 18:08:15,758 - my_logger - INFO - 跳过指标 巴拿马4周平均原油海运进口 2024-11-15 18:08:15,759 - my_logger - INFO - 跳过指标 巴西4周平均原油海运进口 2024-11-15 18:08:15,760 - my_logger - INFO - 跳过指标 智利4周平均原油海运进口 2024-11-15 18:08:15,760 - my_logger - INFO - 跳过指标 意大利4周平均原油海运进口 2024-11-15 18:08:15,762 - my_logger - INFO - 跳过指标 荷兰4周平均原油海运进口 2024-11-15 18:08:15,763 - my_logger - INFO - 跳过指标 西班牙4周平均原油海运进口 2024-11-15 18:08:15,764 - my_logger - INFO - 跳过指标 法国4周平均原油海运进口 2024-11-15 18:08:15,765 - my_logger - INFO - 跳过指标 英国4周平均原油海运进口 2024-11-15 18:08:15,765 - my_logger - INFO - 跳过指标 希腊4周平均原油海运进口 2024-11-15 18:08:15,766 - my_logger - INFO - 跳过指标 德国4周平均原油海运进口 2024-11-15 18:08:15,767 - my_logger - INFO - 跳过指标 波兰4周平均原油海运进口 2024-11-15 18:08:15,767 - my_logger - INFO - 跳过指标 瑞典4周平均原油海运进口 2024-11-15 18:08:15,768 - my_logger - INFO - 跳过指标 葡萄牙4周平均原油海运进口 2024-11-15 18:08:15,769 - my_logger - INFO - 跳过指标 芬兰4周平均原油海运进口 2024-11-15 18:08:15,770 - my_logger - INFO - 跳过指标 立陶宛4周平均原油海运进口 2024-11-15 18:08:15,770 - my_logger - INFO - 跳过指标 罗马尼亚4周平均原油海运进口 2024-11-15 18:08:15,771 - my_logger - INFO - 跳过指标 埃及4周平均原油海运进口 2024-11-15 18:08:15,772 - my_logger - INFO - 跳过指标 土耳其4周平均原油海运进口 2024-11-15 18:08:15,773 - my_logger - INFO - 跳过指标 南非4周平均原油海运进口 2024-11-15 18:08:15,773 - my_logger - INFO - 跳过指标 以色列4周平均原油海运进口 2024-11-15 18:08:15,774 - my_logger - INFO - 跳过指标 阿联酋4周平均原油海运进口 2024-11-15 18:08:15,774 - my_logger - INFO - 跳过指标 澳大利亚4周平均原油海运进口 2024-11-15 18:08:29,810 - my_logger - INFO - 跳过指标 日本周度原油海运进口 2024-11-15 18:08:32,130 - my_logger - INFO - 跳过指标 中东-阿联酋周度原油海运出口/4WMA 2024-11-15 18:08:32,131 - my_logger - INFO - 跳过指标 中东-伊朗周度原油海运出口/4WMA 2024-11-15 18:08:32,132 - my_logger - INFO - 跳过指标 中东-卡塔尔周度原油海运出口/4WMA 2024-11-15 18:08:32,256 - my_logger - INFO - 跳过指标 Kpler-OPEC中东原油海运出口/4WMA 2024-11-15 18:08:32,257 - my_logger - INFO - 跳过指标 美国原油海运出口/4WMA 2024-11-15 18:08:32,258 - my_logger - INFO - 跳过指标 iraq/4WMA 2024-11-15 18:08:32,259 - my_logger - INFO - 跳过指标 Venezuela/4WMA 2024-11-15 18:08:32,259 - my_logger - INFO - 跳过指标 Kpler-沙特原油出口/4WMA 2024-11-15 18:08:32,260 - my_logger - INFO - 跳过指标 Kpler-OPEC原油海运出口/4WMA 2024-11-15 18:08:32,261 - my_logger - INFO - 跳过指标 Kpler-OPEC+原油海运出口/4WMA 2024-11-15 18:08:32,261 - my_logger - INFO - 跳过指标 Kpler-沙特原油出口 2024-11-15 18:08:32,262 - my_logger - INFO - 跳过指标 Kpler-OPEC+原油海运出口 2024-11-15 18:08:32,263 - my_logger - INFO - 跳过指标 Kpler-OPEC+（除OPEC）原油海运出口 2024-11-15 18:08:32,264 - my_logger - INFO - 跳过指标 Kpler-OPEC原油海运出口 2024-11-15 18:08:32,265 - my_logger - INFO - 跳过指标 Kpler-OPEC中东原油海运出口 2024-11-15 18:08:32,265 - my_logger - INFO - 跳过指标 Kpler-阿联酋原油海运出口 2024-11-15 18:08:32,266 - my_logger - INFO - 跳过指标 Kpler-科威特原油海运出口 2024-11-15 18:08:32,267 - my_logger - INFO - 跳过指标 美国原油海运出口 2024-11-15 18:08:32,352 - my_logger - INFO - 跳过指标 欧洲原油海运进口/4WMA 2024-11-15 18:08:32,353 - my_logger - INFO - 跳过指标 日本原油海运进口 2024-11-15 18:08:32,354 - my_logger - INFO - 跳过指标 德国原油海运进口 2024-11-15 18:08:32,358 - my_logger - INFO - 跳过指标 欧洲原油海运进口 2024-11-15 18:08:32,360 - my_logger - INFO - 跳过指标 印度原油海运进口 2024-11-15 18:08:32,363 - my_logger - INFO - 跳过指标 中国原油海运进口 2024-11-15 18:08:32,488 - my_logger - INFO - 跳过指标 美国汽油库存超季节性3年百分比 2024-11-15 18:08:32,489 - my_logger - INFO - 跳过指标 SCvsBrent 2024-11-15 18:08:32,489 - my_logger - INFO - 跳过指标 WTI连1合约价格与美国汽油裂解价差(领先17天)60天滚动相关性 2024-11-15 18:08:32,490 - my_logger - INFO - 跳过指标 美国汽油裂解价差拟合残差/NYMEX RBOB汽油与美国汽油裂解价差(领先18天)90天滚动相关性 2024-11-15 18:08:32,491 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/美元指数与Brent连1合约价格2周滚动相关性 2024-11-15 18:08:32,492 - my_logger - INFO - 跳过指标 美国原油库存与汽油库存比值 2024-11-15 18:08:32,492 - my_logger - INFO - 跳过指标 山东独立炼厂综合炼油利润与Brent连1合约价格(领先4天)60天滚动相关性 2024-11-15 18:08:32,493 - my_logger - INFO - 跳过指标 Brent c1/Comex铜 c1 2024-11-15 18:08:32,494 - my_logger - INFO - 跳过指标 美国炼厂原油输入量1周环差*-1 2024-11-15 18:08:32,495 - my_logger - INFO - 跳过指标 地缘政治风险指数/30DMA 2024-11-15 18:08:32,495 - my_logger - INFO - 跳过指标 地缘政治风险指数/14DMA 2024-11-15 18:08:32,496 - my_logger - INFO - 跳过指标 地缘政治风险指数/7DMA 2024-11-15 18:08:32,496 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/GPRD_MA30 2024-11-15 18:08:32,498 - my_logger - INFO - 跳过指标 WTI连1合约价格拟合残差/WTI连1-连4 2024-11-15 18:08:32,498 - my_logger - INFO - 跳过指标 美国RBOB/CBOB库存比 2024-11-15 18:08:32,499 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/美元指数 2024-11-15 18:08:32,500 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/Brent连1-连2月差 2024-11-15 18:08:32,500 - my_logger - INFO - 跳过指标 Brent连1合约价格与Brent连1合约价格拟合残差/BRENT 211裂解价差150天滚动相关性 2024-11-15 18:08:32,501 - my_logger - INFO - 跳过指标 Brent连1合约价格与Brent连1合约价格拟合残差/DFL150天滚动相关性 2024-11-15 18:08:32,502 - my_logger - INFO - 跳过指标 库欣/商业原油库存-美国 2024-11-15 18:08:32,585 - my_logger - INFO - 跳过指标 印度成品油海运进口/4WMA 2024-11-15 18:08:32,586 - my_logger - INFO - 跳过指标 中国成品油海运进口/4WMA 2024-11-15 18:08:32,587 - my_logger - INFO - 跳过指标 欧洲成品油海运进口/4WMA 2024-11-15 18:08:32,587 - my_logger - INFO - 跳过指标 印度成品油海运进口 2024-11-15 18:08:32,588 - my_logger - INFO - 跳过指标 中国汽油海运进口 2024-11-15 18:08:32,589 - my_logger - INFO - 跳过指标 印度柴油海运进口 2024-11-15 18:08:32,590 - my_logger - INFO - 跳过指标 印度汽油海运进口 2024-11-15 18:08:32,590 - my_logger - INFO - 跳过指标 中国柴油海运进口 2024-11-15 18:08:32,591 - my_logger - INFO - 跳过指标 中国成品油海运进口 2024-11-15 18:08:32,592 - my_logger - INFO - 跳过指标 欧洲航煤海运进口 2024-11-15 18:08:32,592 - my_logger - INFO - 跳过指标 欧洲燃料油海运进口 2024-11-15 18:08:32,593 - my_logger - INFO - 跳过指标 欧洲石脑油海运进口 2024-11-15 18:08:32,594 - my_logger - INFO - 跳过指标 欧洲汽油海运进口 2024-11-15 18:08:32,595 - my_logger - INFO - 跳过指标 欧洲柴油海运进口 2024-11-15 18:08:32,595 - my_logger - INFO - 跳过指标 欧洲成品油海运进口 2024-11-15 18:08:32,687 - my_logger - INFO - 跳过指标 美国柴油海运出口/4WMA 2024-11-15 18:08:32,688 - my_logger - INFO - 跳过指标 美国汽油海运出口 2024-11-15 18:08:32,689 - my_logger - INFO - 跳过指标 俄罗斯柴油海运出口 2024-11-15 18:08:32,689 - my_logger - INFO - 跳过指标 俄罗斯成品油海运出口 2024-11-15 18:08:32,690 - my_logger - INFO - 跳过指标 美国柴油海运出口 2024-11-15 18:08:32,691 - my_logger - INFO - 跳过指标 美国成品油海运出口 2024-11-15 18:08:32,691 - my_logger - INFO - 跳过指标 俄罗斯汽油海运出口 2024-11-15 18:08:34,135 - my_logger - INFO - ['ovx index', 'dxy curncy', 'C2403128043', 'C2403150124', 'FVHCM1 INDEX', 'doedtprd index', 'CFFDQMMN INDEX', 'C2403083739', 'C2404167878', 'lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404167855'] 2024-11-15 18:08:34,136 - my_logger - INFO - ovx index 2024-11-15 18:08:34,676 - my_logger - INFO - dxy curncy 2024-11-15 18:08:35,433 - my_logger - INFO - C2403128043 2024-11-15 18:08:36,180 - my_logger - INFO - C2403150124 2024-11-15 18:08:37,118 - my_logger - INFO - FVHCM1 INDEX 2024-11-15 18:08:37,552 - my_logger - INFO - doedtprd index 2024-11-15 18:08:37,877 - my_logger - INFO - CFFDQMMN INDEX 2024-11-15 18:08:38,124 - my_logger - INFO - C2403083739 2024-11-15 18:08:38,374 - my_logger - INFO - C2404167878 2024-11-15 18:08:38,623 - my_logger - INFO - lmcads03 lme comdty 2024-11-15 18:08:39,113 - my_logger - INFO - GC1 COMB Comdty 2024-11-15 18:08:39,895 - my_logger - INFO - C2404167855 2024-11-15 18:08:40,710 - my_logger - INFO - date 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 美国:炼油厂的投入与使用情况:开工率:当周值 ... lmcads03 lme comdty GC1 COMB Comdty C2404167855 1733 2024-11-15 NaN NaN ... NaN NaN NaN 8289 2024-11-14 NaN NaN ... NaN 2580.1 37.5124 8290 2024-11-13 NaN NaN ... 9047.0 2586.5 37.7977 8291 2024-11-12 NaN NaN ... 9142.0 2606.3 38.2604 8292 2024-11-11 NaN NaN ... 9331.5 2617.7 38.4730 [5 rows x 504 columns] 2024-11-15 18:11:28,243 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 18:11:28,249 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 18:11:28,251 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 18:11:28,254 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-15 18:11:28,257 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 18:11:28,261 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 18:11:28,264 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-08 2024-11-15 18:11:28,268 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-15 2024-11-15 18:11:28,272 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10 2024-11-15 18:11:28,276 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-08 2024-11-15 18:11:28,279 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-08 2024-11-15 18:11:28,284 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-08 2024-11-15 18:11:28,289 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 18:11:28,292 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 18:11:28,294 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 18:11:28,298 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-15 2024-11-15 18:11:28,302 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04 2024-11-15 18:11:28,306 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04 2024-11-15 18:11:28,309 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-08 2024-11-15 18:11:28,313 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-08 2024-11-15 18:11:28,319 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-15 2024-11-15 18:11:28,323 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-15 2024-11-15 18:11:28,326 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-08 2024-11-15 18:11:28,330 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-15 2024-11-15 18:11:28,334 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-08 2024-11-15 18:11:28,338 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-08 2024-11-15 18:11:28,341 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-08 2024-11-15 18:11:28,344 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-08 2024-11-15 18:11:28,347 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-08 2024-11-15 18:11:28,350 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-08 2024-11-15 18:11:28,353 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-08 2024-11-15 18:11:28,357 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24 2024-11-15 18:11:28,360 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31 2024-11-15 18:11:28,365 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-14 2024-11-15 18:11:28,368 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-14 2024-11-15 18:11:28,372 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-14 2024-11-15 18:11:28,376 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 18:11:28,380 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 18:11:28,384 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 18:11:28,389 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-14 2024-11-15 18:11:28,393 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-14 2024-11-15 18:11:28,397 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-14 2024-11-15 18:11:28,400 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-14 2024-11-15 18:11:28,404 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-11-14 2024-11-15 18:11:28,406 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 2024-11-15 18:11:28,410 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-14 2024-11-15 18:11:28,414 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-14 2024-11-15 18:11:28,418 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-14 2024-11-15 18:11:28,421 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-11-14 2024-11-15 18:11:28,424 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-11-14 2024-11-15 18:11:28,428 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-11-14 2024-11-15 18:11:28,432 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-11-14 2024-11-15 18:11:28,435 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-11-14 2024-11-15 18:11:28,439 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-11-14 2024-11-15 18:11:28,443 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-11-14 2024-11-15 18:11:28,447 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-11-14 2024-11-15 18:11:28,451 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-11-14 2024-11-15 18:11:28,454 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-11-14 2024-11-15 18:11:28,458 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-11-14 2024-11-15 18:11:28,463 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-11-14 2024-11-15 18:11:28,467 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-11-14 2024-11-15 18:11:28,471 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-11-14 2024-11-15 18:11:28,474 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-11-14 2024-11-15 18:11:28,477 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-11-14 2024-11-15 18:11:28,480 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-11-14 2024-11-15 18:11:28,483 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-11-14 2024-11-15 18:11:28,487 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-11-14 2024-11-15 18:11:28,490 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-11-14 2024-11-15 18:11:28,493 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-11-14 2024-11-15 18:11:28,497 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-11-14 2024-11-15 18:11:28,500 - my_logger - INFO - Column SC内外价差 was last updated at 2024-11-13 2024-11-15 18:11:28,504 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-14 2024-11-15 18:11:28,508 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-14 2024-11-15 18:11:28,511 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-15 2024-11-15 18:11:28,515 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-14 2024-11-15 18:11:28,520 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-14 2024-11-15 18:11:28,524 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-14 2024-11-15 18:11:28,527 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-14 2024-11-15 18:11:28,530 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-14 2024-11-15 18:11:28,534 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-11-14 2024-11-15 18:11:28,537 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-11-14 2024-11-15 18:11:28,541 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31 2024-11-15 18:11:28,544 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-11-14 2024-11-15 18:11:28,547 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 2024-11-15 18:11:28,550 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28 2024-11-15 18:11:28,554 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-11-14 2024-11-15 18:11:28,557 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-11-14 2024-11-15 18:11:28,561 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-11-14 2024-11-15 18:11:28,564 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-11-15 2024-11-15 18:11:28,569 - my_logger - INFO - Column Brent连1合约价格 was last updated at 2024-11-15 2024-11-15 18:11:28,573 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-11-13 2024-11-15 18:11:28,577 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16 2024-11-15 18:11:28,580 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-11-13 2024-11-15 18:11:28,585 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-11-13 2024-11-15 18:11:28,588 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31 2024-11-15 18:11:28,592 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31 2024-11-15 18:11:28,594 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-11-15 2024-11-15 18:11:28,600 - my_logger - INFO - Column y was last updated at 2024-11-15 2024-11-15 18:11:28,606 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-13 2024-11-15 18:11:28,609 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-15 2024-11-15 18:11:28,612 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-14 2024-11-15 18:11:28,616 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-15 2024-11-15 18:11:28,621 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-14 2024-11-15 18:11:28,624 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-14 2024-11-15 18:11:28,628 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-14 2024-11-15 18:11:28,631 - my_logger - INFO - Column HO连6合约 was last updated at 2024-11-14 2024-11-15 18:11:28,635 - my_logger - INFO - Column HO连5合约 was last updated at 2024-11-14 2024-11-15 18:11:28,637 - my_logger - INFO - Column ho连7合约 was last updated at 2024-11-14 2024-11-15 18:11:28,642 - my_logger - INFO - Column HO连8合约 was last updated at 2024-11-14 2024-11-15 18:11:28,645 - my_logger - INFO - Column HO连9合约 was last updated at 2024-11-14 2024-11-15 18:11:28,648 - my_logger - INFO - Column HO连10合约 was last updated at 2024-11-14 2024-11-15 18:11:28,651 - my_logger - INFO - Column HO连11合约 was last updated at 2024-11-14 2024-11-15 18:11:28,655 - my_logger - INFO - Column HO连12合约 was last updated at 2024-11-14 2024-11-15 18:11:28,659 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-14 2024-11-15 18:11:28,662 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-14 2024-11-15 18:11:28,667 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-11-14 2024-11-15 18:11:28,671 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-11-14 2024-11-15 18:11:28,675 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-11-14 2024-11-15 18:11:28,678 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-11-15 2024-11-15 18:11:28,681 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-11-14 2024-11-15 18:11:28,684 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-11-14 2024-11-15 18:11:28,688 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 18:11:28,692 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 18:11:28,695 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 18:11:28,698 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-11-14 2024-11-15 18:11:28,701 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 18:11:28,706 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 18:11:28,710 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 18:11:28,714 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-14 2024-11-15 18:11:28,717 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-14 2024-11-15 18:11:28,721 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-14 2024-11-15 18:11:28,724 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-11-14 2024-11-15 18:11:28,727 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 18:11:28,731 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 18:11:28,734 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 18:11:28,738 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-11-14 2024-11-15 18:11:28,740 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-11-13 2024-11-15 18:11:28,744 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-14 2024-11-15 18:11:28,749 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-14 2024-11-15 18:11:28,753 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 18:11:28,756 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 18:11:28,759 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 18:11:28,763 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 18:11:28,767 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 18:11:28,770 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 18:11:28,773 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 18:11:28,776 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-10-31 2024-11-15 18:11:28,778 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-10-31 2024-11-15 18:11:28,783 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 18:11:28,787 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 18:11:28,790 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 18:11:28,794 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-08 2024-11-15 18:11:28,798 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-08 2024-11-15 18:11:28,802 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-08 2024-11-15 18:11:28,805 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-08 2024-11-15 18:11:28,808 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-08 2024-11-15 18:11:28,812 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR）超季节性/4年(含今年) was last updated at 2024-11-08 2024-11-15 18:11:28,816 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 18:11:28,820 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 18:11:28,823 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-08 2024-11-15 18:11:28,827 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-08 2024-11-15 18:11:28,830 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-08 2024-11-15 18:11:28,833 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 18:11:28,835 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20 2024-11-15 18:11:28,839 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21 2024-11-15 18:11:28,842 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-13 2024-11-15 18:11:28,845 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-08 2024-11-15 18:11:28,850 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-08 2024-11-15 18:11:28,852 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-08 2024-11-15 18:11:28,856 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周）超季节性/3年 was last updated at 2024-05-24 2024-11-15 18:11:28,858 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-01 2024-11-15 18:11:28,862 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04 2024-11-15 18:11:28,866 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-15 2024-11-15 18:11:28,870 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-15 2024-11-15 18:11:28,874 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24 2024-11-15 18:11:28,878 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-11-13 2024-11-15 18:11:28,881 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-11-13 2024-11-15 18:11:28,886 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-11-13 2024-11-15 18:11:28,890 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-08 2024-11-15 18:11:28,893 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-08 2024-11-15 18:11:28,897 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-08 2024-11-15 18:11:28,900 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-08 2024-11-15 18:11:28,904 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-08 2024-11-15 18:11:28,907 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-08 2024-11-15 18:11:28,910 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-08 2024-11-15 18:11:28,913 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-08 2024-11-15 18:11:28,917 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-08 2024-11-15 18:11:28,921 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-08 2024-11-15 18:11:28,925 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 2024-11-15 18:11:28,928 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 2024-11-15 18:11:28,931 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-08 2024-11-15 18:11:28,935 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-08 2024-11-15 18:11:28,939 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-08 2024-11-15 18:11:28,943 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-08 2024-11-15 18:11:28,946 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-08 2024-11-15 18:11:28,950 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-11-14 2024-11-15 18:11:28,953 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-14 2024-11-15 18:11:28,956 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-11-14 2024-11-15 18:11:28,959 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-11-14 2024-11-15 18:11:28,963 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-11-14 2024-11-15 18:11:28,967 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-11-14 2024-11-15 18:11:28,971 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-12 2024-11-15 18:11:28,973 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-12 2024-11-15 18:11:28,977 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-11-13 2024-11-15 18:11:28,980 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-11-13 2024-11-15 18:11:28,984 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-11-13 2024-11-15 18:11:28,988 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-11-14 2024-11-15 18:11:28,991 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-11-14 2024-11-15 18:11:28,994 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-11-14 2024-11-15 18:11:28,997 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-11-14 2024-11-15 18:11:29,002 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-11-14 2024-11-15 18:11:29,041 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-11-14 2024-11-15 18:11:29,046 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-11-14 2024-11-15 18:11:29,085 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-11-14 2024-11-15 18:11:29,099 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-11-14 2024-11-15 18:11:29,104 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-11-14 2024-11-15 18:11:29,133 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-11-14 2024-11-15 18:11:29,145 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-11-14 2024-11-15 18:11:29,150 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-11-14 2024-11-15 18:11:29,154 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-11-14 2024-11-15 18:11:29,158 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-11-14 2024-11-15 18:11:29,162 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-11-14 2024-11-15 18:11:29,165 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-11-14 2024-11-15 18:11:29,168 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-11-14 2024-11-15 18:11:29,171 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-11-14 2024-11-15 18:11:29,175 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-11-13 2024-11-15 18:11:29,178 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-11-14 2024-11-15 18:11:29,182 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-13 2024-11-15 18:11:29,196 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-11-14 2024-11-15 18:11:29,201 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-11-14 2024-11-15 18:11:29,205 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-14 2024-11-15 18:11:29,210 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-11-13 2024-11-15 18:11:29,214 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-11-14 2024-11-15 18:11:29,219 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-11-14 2024-11-15 18:11:29,223 - my_logger - INFO - Column DFL was last updated at 2024-11-13 2024-11-15 18:11:29,228 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-11-14 2024-11-15 18:11:29,232 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-11-14 2024-11-15 18:11:29,236 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-11-14 2024-11-15 18:11:29,240 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-11-14 2024-11-15 18:11:29,246 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-11-14 2024-11-15 18:11:29,249 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-11-14 2024-11-15 18:11:29,252 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-11-15 2024-11-15 18:11:29,256 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-11-15 2024-11-15 18:11:29,260 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-11-15 2024-11-15 18:11:29,263 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-11-14 2024-11-15 18:11:29,266 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-14 2024-11-15 18:11:29,271 - my_logger - INFO - Column B-W价差 was last updated at 2024-11-14 2024-11-15 18:11:29,274 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-11-15 2024-11-15 18:11:29,277 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-13 2024-11-15 18:11:29,281 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-11-15 2024-11-15 18:11:29,284 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-11-15 2024-11-15 18:11:29,288 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-11-14 2024-11-15 18:11:29,292 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-13 2024-11-15 18:11:29,294 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-11-14 2024-11-15 18:11:29,298 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-11-15 2024-11-15 18:11:29,302 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-11-15 2024-11-15 18:11:29,305 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-11-14 2024-11-15 18:11:29,308 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-11-15 2024-11-15 18:11:29,312 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-11-14 2024-11-15 18:11:29,316 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-11-13 2024-11-15 18:11:29,319 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-11-14 2024-11-15 18:11:29,323 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-11-13 2024-11-15 18:11:29,327 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-11-14 2024-11-15 18:11:29,330 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-11-13 2024-11-15 18:11:29,332 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-11-14 2024-11-15 18:11:29,337 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31 2024-11-15 18:11:29,340 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-11-14 2024-11-15 18:11:29,345 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-13 2024-11-15 18:11:29,350 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-14 2024-11-15 18:11:29,353 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-14 2024-11-15 18:11:29,356 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-11-14 2024-11-15 18:11:29,360 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-13 2024-11-15 18:11:29,363 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-11-14 2024-11-15 18:11:29,367 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-11-14 2024-11-15 18:11:29,370 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-11-15 2024-11-15 18:11:29,373 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-11-14 2024-11-15 18:11:29,377 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-11-14 2024-11-15 18:11:29,380 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-11-15 2024-11-15 18:11:29,384 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-01 2024-11-15 18:11:29,387 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-11-14 2024-11-15 18:11:29,391 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-05 2024-11-15 18:11:29,394 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-14 2024-11-15 18:11:29,399 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-14 2024-11-15 18:11:29,403 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-14 2024-11-15 18:11:29,407 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-14 2024-11-15 18:11:29,411 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-14 2024-11-15 18:11:29,416 - my_logger - INFO - Column Oman FOB M2 was last updated at None 2024-11-15 18:11:29,419 - my_logger - INFO - Column Oman FOB M3 was last updated at None 2024-11-15 18:11:29,422 - my_logger - INFO - Column Oman FOB M4 was last updated at None 2024-11-15 18:11:29,425 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-13 2024-11-15 18:11:29,429 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-13 2024-11-15 18:11:29,433 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-11-11 2024-11-15 18:11:29,437 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-11-11 2024-11-15 18:11:29,439 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-11-14 2024-11-15 18:11:29,443 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-11-13 2024-11-15 18:11:29,446 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-11-14 2024-11-15 18:11:29,450 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-11-14 2024-11-15 18:11:29,452 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-11-14 2024-11-15 18:11:29,454 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-11-14 2024-11-15 18:11:29,457 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-11-14 2024-11-15 18:11:29,460 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-11-14 2024-11-15 18:11:29,463 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-11-14 2024-11-15 18:11:29,467 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-11-14 2024-11-15 18:11:29,471 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-11-14 2024-11-15 18:11:29,475 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-14 2024-11-15 18:11:29,479 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-14 2024-11-15 18:11:29,484 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-11-14 2024-11-15 18:11:29,488 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-11-14 2024-11-15 18:11:29,491 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-11-14 2024-11-15 18:11:29,494 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-11-14 2024-11-15 18:11:29,498 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-11-14 2024-11-15 18:11:29,501 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-11-15 2024-11-15 18:11:29,504 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-11-15 2024-11-15 18:11:29,508 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-11-15 2024-11-15 18:11:29,511 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-11-15 2024-11-15 18:11:29,515 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 18:11:29,519 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 18:11:29,522 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 18:11:29,526 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 18:11:29,529 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-11-14 2024-11-15 18:11:29,533 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-11-14 2024-11-15 18:11:29,536 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-11-14 2024-11-15 18:11:29,540 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-11-14 2024-11-15 18:11:29,543 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-11-13 2024-11-15 18:11:29,548 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-11-14 2024-11-15 18:11:29,552 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-11-14 2024-11-15 18:11:29,555 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-11-14 2024-11-15 18:11:29,557 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-11-14 2024-11-15 18:11:29,561 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-11-14 2024-11-15 18:11:29,565 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-11-14 2024-11-15 18:11:29,569 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-11-14 2024-11-15 18:11:29,572 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-14 2024-11-15 18:11:29,575 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-11-14 2024-11-15 18:11:29,578 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-11-14 2024-11-15 18:11:29,581 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-11-14 2024-11-15 18:11:29,584 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 18:11:29,588 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 18:11:29,591 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 18:11:29,594 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 18:11:29,597 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-08 2024-11-15 18:11:29,601 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-08 2024-11-15 18:11:29,604 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-08 2024-11-15 18:11:29,607 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 18:11:29,610 - my_logger - INFO - Column 原油：开工率：东北地区：独立炼厂（周） was last updated at 2023-03-31 2024-11-15 18:11:29,615 - my_logger - INFO - Column 原油：常减压：产能利用率：山东：独立炼厂（周） was last updated at 2024-11-15 2024-11-15 18:11:29,619 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-08 2024-11-15 18:11:29,623 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-15 2024-11-15 18:11:29,626 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-08 2024-11-15 18:11:29,629 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,633 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 18:11:29,636 - my_logger - INFO - Column 原油：常减压：独立炼厂：产能利用率：中国（周） was last updated at 2024-11-08 2024-11-15 18:11:29,638 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-08 2024-11-15 18:11:29,641 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-15 2024-11-15 18:11:29,643 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-08 2024-11-15 18:11:29,646 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-08 2024-11-15 18:11:29,648 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-15 2024-11-15 18:11:29,652 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-08 2024-11-15 18:11:29,655 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-08 2024-11-15 18:11:29,659 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,661 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,664 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,667 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,671 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,674 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,678 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,682 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,686 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,689 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,692 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,695 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,701 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-08 2024-11-15 18:11:29,703 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-08 2024-11-15 18:11:29,706 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-08 2024-11-15 18:11:29,708 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-08 2024-11-15 18:11:29,711 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-08 2024-11-15 18:11:29,715 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-08 2024-11-15 18:11:29,718 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27 2024-11-15 18:11:29,722 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,725 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,728 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,731 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-08 2024-11-15 18:11:29,735 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-08 2024-11-15 18:11:29,738 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-08 2024-11-15 18:11:29,742 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:11:29,746 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-08 2024-11-15 18:11:29,750 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-08 2024-11-15 18:11:29,754 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 18:11:29,757 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-08 2024-11-15 18:11:29,760 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-08 2024-11-15 18:11:29,763 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-08 2024-11-15 18:11:29,767 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-08 2024-11-15 18:11:29,770 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-08 2024-11-15 18:11:29,773 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-08 2024-11-15 18:11:29,776 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-08 2024-11-15 18:11:29,778 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-08 2024-11-15 18:11:29,782 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-08 2024-11-15 18:11:29,786 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-08 2024-11-15 18:11:29,788 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-08 2024-11-15 18:11:29,791 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-08 2024-11-15 18:11:29,793 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-08 2024-11-15 18:11:29,797 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-11-13 2024-11-15 18:11:29,800 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-11-13 2024-11-15 18:11:29,804 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-08 2024-11-15 18:11:29,807 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-08 2024-11-15 18:11:29,810 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-08 2024-11-15 18:11:29,813 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-08 2024-11-15 18:11:29,818 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-08 2024-11-15 18:11:29,822 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-08 2024-11-15 18:11:29,825 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25 2024-11-15 18:11:29,828 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,832 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-03 2024-11-15 18:11:29,835 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-03 2024-11-15 18:11:29,838 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,842 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,845 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,848 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,850 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,854 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,857 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,860 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-03 2024-11-15 18:11:29,863 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,867 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-03 2024-11-15 18:11:29,870 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,874 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-03 2024-11-15 18:11:29,877 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,882 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27 2024-11-15 18:11:29,886 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,889 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,892 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,895 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,898 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,902 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28 2024-11-15 18:11:29,906 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,909 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,912 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,916 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,919 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,922 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,923 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,927 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,930 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,933 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,938 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,941 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,943 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,946 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,951 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,954 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,958 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,960 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,965 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,967 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,971 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,973 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,977 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:11:29,980 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:29,984 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-03 2024-11-15 18:11:29,988 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:29,992 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:29,995 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,001 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,004 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,007 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-03 2024-11-15 18:11:30,012 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,016 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,020 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,023 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,026 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,029 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-03 2024-11-15 18:11:30,033 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,038 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,041 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,044 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,047 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,051 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,054 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,058 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,061 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,065 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,068 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,071 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,074 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,077 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,080 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,085 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,088 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,091 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,094 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,097 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,101 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:11:30,104 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-11-14 2024-11-15 18:11:30,107 - my_logger - INFO - Column ovx index was last updated at 2024-11-14 2024-11-15 18:11:30,110 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-14 2024-11-15 18:11:30,112 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-14 2024-11-15 18:11:30,116 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-14 2024-11-15 18:11:30,119 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-14 2024-11-15 18:11:30,122 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 2024-11-15 18:11:30,125 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-05 2024-11-15 18:11:30,127 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-05 2024-11-15 18:11:30,131 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-05 2024-11-15 18:11:30,135 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-13 2024-11-15 18:11:30,139 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-14 2024-11-15 18:11:30,142 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-14 2024-11-15 18:11:30,152 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv 2024-11-15 18:11:30,153 - my_logger - INFO - 删除近两个周期不更新特征前数据量：(2511, 504) 2024-11-15 18:13:24,013 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-15 18:13:24,015 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-15 18:14:58,691 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 18:14:58,696 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 18:14:58,699 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 18:14:58,702 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-15 18:14:58,706 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 18:14:58,710 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 18:14:58,715 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-08 2024-11-15 18:14:58,719 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-15 2024-11-15 18:14:58,722 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10 2024-11-15 18:14:58,726 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-08 2024-11-15 18:14:58,729 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-08 2024-11-15 18:14:58,734 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-08 2024-11-15 18:14:58,738 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 18:14:58,742 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 18:14:58,745 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 18:14:58,749 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-15 2024-11-15 18:14:58,753 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04 2024-11-15 18:14:58,757 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04 2024-11-15 18:14:58,761 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-08 2024-11-15 18:14:58,764 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-08 2024-11-15 18:14:58,768 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-15 2024-11-15 18:14:58,772 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-15 2024-11-15 18:14:58,779 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-08 2024-11-15 18:14:58,783 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-15 2024-11-15 18:14:58,788 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-08 2024-11-15 18:14:58,791 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-08 2024-11-15 18:14:58,795 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-08 2024-11-15 18:14:58,798 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-08 2024-11-15 18:14:58,801 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-08 2024-11-15 18:14:58,806 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-08 2024-11-15 18:14:58,809 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-08 2024-11-15 18:14:58,812 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24 2024-11-15 18:14:58,814 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31 2024-11-15 18:14:58,821 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-14 2024-11-15 18:14:58,825 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-14 2024-11-15 18:14:58,828 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-14 2024-11-15 18:14:58,831 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 18:14:58,835 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 18:14:58,839 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 18:14:58,842 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-14 2024-11-15 18:14:58,846 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-14 2024-11-15 18:14:58,850 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-14 2024-11-15 18:14:58,854 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-14 2024-11-15 18:14:58,856 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-11-14 2024-11-15 18:14:58,859 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 2024-11-15 18:14:58,863 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-14 2024-11-15 18:14:58,867 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-14 2024-11-15 18:14:58,870 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-14 2024-11-15 18:14:58,873 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-11-14 2024-11-15 18:14:58,876 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-11-14 2024-11-15 18:14:58,880 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-11-14 2024-11-15 18:14:58,884 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-11-14 2024-11-15 18:14:58,887 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-11-14 2024-11-15 18:14:58,891 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-11-14 2024-11-15 18:14:58,895 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-11-14 2024-11-15 18:14:58,898 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-11-14 2024-11-15 18:14:58,902 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-11-14 2024-11-15 18:14:58,905 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-11-14 2024-11-15 18:14:58,909 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-11-14 2024-11-15 18:14:58,911 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-11-14 2024-11-15 18:14:58,915 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-11-14 2024-11-15 18:14:58,919 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-11-14 2024-11-15 18:14:58,922 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-11-14 2024-11-15 18:14:58,926 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-11-14 2024-11-15 18:14:58,930 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-11-14 2024-11-15 18:14:58,935 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-11-14 2024-11-15 18:14:58,938 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-11-14 2024-11-15 18:14:58,941 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-11-14 2024-11-15 18:14:58,944 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-11-14 2024-11-15 18:14:58,948 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-11-14 2024-11-15 18:14:58,952 - my_logger - INFO - Column SC内外价差 was last updated at 2024-11-13 2024-11-15 18:14:58,955 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-14 2024-11-15 18:14:58,959 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-14 2024-11-15 18:14:58,962 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-15 2024-11-15 18:14:58,966 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-14 2024-11-15 18:14:58,970 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-14 2024-11-15 18:14:58,973 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-14 2024-11-15 18:14:58,977 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-14 2024-11-15 18:14:58,981 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-14 2024-11-15 18:14:58,986 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-11-14 2024-11-15 18:14:58,990 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-11-14 2024-11-15 18:14:58,993 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31 2024-11-15 18:14:58,995 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-11-14 2024-11-15 18:14:58,998 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 2024-11-15 18:14:59,002 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28 2024-11-15 18:14:59,006 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-11-14 2024-11-15 18:14:59,010 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-11-14 2024-11-15 18:14:59,012 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-11-14 2024-11-15 18:14:59,016 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-11-15 2024-11-15 18:14:59,019 - my_logger - INFO - Column Brent连1合约价格 was last updated at 2024-11-15 2024-11-15 18:14:59,023 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-11-13 2024-11-15 18:14:59,026 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16 2024-11-15 18:14:59,029 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-11-13 2024-11-15 18:14:59,033 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-11-13 2024-11-15 18:14:59,036 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31 2024-11-15 18:14:59,039 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31 2024-11-15 18:14:59,042 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-11-15 2024-11-15 18:14:59,046 - my_logger - INFO - Column y was last updated at 2024-11-15 2024-11-15 18:14:59,050 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-13 2024-11-15 18:14:59,054 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-15 2024-11-15 18:14:59,057 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-14 2024-11-15 18:14:59,062 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-15 2024-11-15 18:14:59,065 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-14 2024-11-15 18:14:59,069 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-14 2024-11-15 18:14:59,072 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-14 2024-11-15 18:14:59,074 - my_logger - INFO - Column HO连6合约 was last updated at 2024-11-14 2024-11-15 18:14:59,078 - my_logger - INFO - Column HO连5合约 was last updated at 2024-11-14 2024-11-15 18:14:59,080 - my_logger - INFO - Column ho连7合约 was last updated at 2024-11-14 2024-11-15 18:14:59,084 - my_logger - INFO - Column HO连8合约 was last updated at 2024-11-14 2024-11-15 18:14:59,088 - my_logger - INFO - Column HO连9合约 was last updated at 2024-11-14 2024-11-15 18:14:59,091 - my_logger - INFO - Column HO连10合约 was last updated at 2024-11-14 2024-11-15 18:14:59,095 - my_logger - INFO - Column HO连11合约 was last updated at 2024-11-14 2024-11-15 18:14:59,098 - my_logger - INFO - Column HO连12合约 was last updated at 2024-11-14 2024-11-15 18:14:59,103 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-14 2024-11-15 18:14:59,107 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-14 2024-11-15 18:14:59,111 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-11-14 2024-11-15 18:14:59,116 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-11-14 2024-11-15 18:14:59,120 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-11-14 2024-11-15 18:14:59,124 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-11-15 2024-11-15 18:14:59,128 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-11-14 2024-11-15 18:14:59,131 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-11-14 2024-11-15 18:14:59,134 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 18:14:59,138 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 18:14:59,141 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 18:14:59,144 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-11-14 2024-11-15 18:14:59,149 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 18:14:59,152 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 18:14:59,155 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 18:14:59,159 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-14 2024-11-15 18:14:59,162 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-14 2024-11-15 18:14:59,166 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-14 2024-11-15 18:14:59,170 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-11-14 2024-11-15 18:14:59,173 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 18:14:59,177 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 18:14:59,179 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 18:14:59,183 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-11-14 2024-11-15 18:14:59,187 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-11-13 2024-11-15 18:14:59,191 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-14 2024-11-15 18:14:59,194 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-14 2024-11-15 18:14:59,196 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 18:14:59,201 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 18:14:59,205 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 18:14:59,208 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 18:14:59,211 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 18:14:59,214 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 18:14:59,220 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 18:14:59,223 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-10-31 2024-11-15 18:14:59,227 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-10-31 2024-11-15 18:14:59,230 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 18:14:59,232 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 18:14:59,237 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 18:14:59,241 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-08 2024-11-15 18:14:59,245 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-08 2024-11-15 18:14:59,250 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-08 2024-11-15 18:14:59,253 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-08 2024-11-15 18:14:59,256 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-08 2024-11-15 18:14:59,259 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR）超季节性/4年(含今年) was last updated at 2024-11-08 2024-11-15 18:14:59,263 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 18:14:59,266 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 18:14:59,270 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-08 2024-11-15 18:14:59,273 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-08 2024-11-15 18:14:59,277 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-08 2024-11-15 18:14:59,280 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 18:14:59,284 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20 2024-11-15 18:14:59,287 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21 2024-11-15 18:14:59,290 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-13 2024-11-15 18:14:59,294 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-08 2024-11-15 18:14:59,297 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-08 2024-11-15 18:14:59,301 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-08 2024-11-15 18:14:59,304 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周）超季节性/3年 was last updated at 2024-05-24 2024-11-15 18:14:59,309 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-01 2024-11-15 18:14:59,312 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04 2024-11-15 18:14:59,316 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-15 2024-11-15 18:14:59,319 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-15 2024-11-15 18:14:59,322 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24 2024-11-15 18:14:59,325 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-11-13 2024-11-15 18:14:59,327 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-11-13 2024-11-15 18:14:59,332 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-11-13 2024-11-15 18:14:59,335 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-08 2024-11-15 18:14:59,338 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-08 2024-11-15 18:14:59,340 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-08 2024-11-15 18:14:59,343 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-08 2024-11-15 18:14:59,347 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-08 2024-11-15 18:14:59,351 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-08 2024-11-15 18:14:59,355 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-08 2024-11-15 18:14:59,358 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-08 2024-11-15 18:14:59,361 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-08 2024-11-15 18:14:59,364 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-08 2024-11-15 18:14:59,368 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 2024-11-15 18:14:59,372 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 2024-11-15 18:14:59,376 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-08 2024-11-15 18:14:59,380 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-08 2024-11-15 18:14:59,384 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-08 2024-11-15 18:14:59,387 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-08 2024-11-15 18:14:59,391 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-08 2024-11-15 18:14:59,394 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-11-14 2024-11-15 18:14:59,397 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-14 2024-11-15 18:14:59,402 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-11-14 2024-11-15 18:14:59,405 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-11-14 2024-11-15 18:14:59,408 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-11-14 2024-11-15 18:14:59,412 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-11-14 2024-11-15 18:14:59,414 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-12 2024-11-15 18:14:59,417 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-12 2024-11-15 18:14:59,420 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-11-13 2024-11-15 18:14:59,424 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-11-13 2024-11-15 18:14:59,428 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-11-13 2024-11-15 18:14:59,431 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-11-14 2024-11-15 18:14:59,435 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-11-14 2024-11-15 18:14:59,438 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-11-14 2024-11-15 18:14:59,441 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-11-14 2024-11-15 18:14:59,444 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-11-14 2024-11-15 18:14:59,447 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-11-14 2024-11-15 18:14:59,452 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-11-14 2024-11-15 18:14:59,456 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-11-14 2024-11-15 18:14:59,458 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-11-14 2024-11-15 18:14:59,461 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-11-14 2024-11-15 18:14:59,464 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-11-14 2024-11-15 18:14:59,468 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-11-14 2024-11-15 18:14:59,472 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-11-14 2024-11-15 18:14:59,475 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-11-14 2024-11-15 18:14:59,477 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-11-14 2024-11-15 18:14:59,481 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-11-14 2024-11-15 18:14:59,484 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-11-14 2024-11-15 18:14:59,488 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-11-14 2024-11-15 18:14:59,490 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-11-14 2024-11-15 18:14:59,493 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-11-13 2024-11-15 18:14:59,496 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-11-14 2024-11-15 18:14:59,498 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-13 2024-11-15 18:14:59,503 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-11-14 2024-11-15 18:14:59,507 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-11-14 2024-11-15 18:14:59,510 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-14 2024-11-15 18:14:59,514 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-11-13 2024-11-15 18:14:59,519 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-11-14 2024-11-15 18:14:59,523 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-11-14 2024-11-15 18:14:59,526 - my_logger - INFO - Column DFL was last updated at 2024-11-13 2024-11-15 18:14:59,529 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-11-14 2024-11-15 18:14:59,533 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-11-14 2024-11-15 18:14:59,536 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-11-14 2024-11-15 18:14:59,540 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-11-14 2024-11-15 18:14:59,543 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-11-14 2024-11-15 18:14:59,546 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-11-14 2024-11-15 18:14:59,550 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-11-15 2024-11-15 18:14:59,553 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-11-15 2024-11-15 18:14:59,556 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-11-15 2024-11-15 18:14:59,559 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-11-14 2024-11-15 18:14:59,563 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-14 2024-11-15 18:14:59,567 - my_logger - INFO - Column B-W价差 was last updated at 2024-11-14 2024-11-15 18:14:59,570 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-11-15 2024-11-15 18:14:59,574 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-13 2024-11-15 18:14:59,577 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-11-15 2024-11-15 18:14:59,580 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-11-15 2024-11-15 18:14:59,585 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-11-14 2024-11-15 18:14:59,589 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-13 2024-11-15 18:14:59,592 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-11-14 2024-11-15 18:14:59,596 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-11-15 2024-11-15 18:14:59,599 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-11-15 2024-11-15 18:14:59,602 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-11-14 2024-11-15 18:14:59,605 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-11-15 2024-11-15 18:14:59,608 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-11-14 2024-11-15 18:14:59,612 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-11-13 2024-11-15 18:14:59,615 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-11-14 2024-11-15 18:14:59,619 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-11-13 2024-11-15 18:14:59,622 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-11-14 2024-11-15 18:14:59,625 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-11-13 2024-11-15 18:14:59,629 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-11-14 2024-11-15 18:14:59,632 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31 2024-11-15 18:14:59,636 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-11-14 2024-11-15 18:14:59,639 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-13 2024-11-15 18:14:59,643 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-14 2024-11-15 18:14:59,647 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-14 2024-11-15 18:14:59,651 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-11-14 2024-11-15 18:14:59,654 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-13 2024-11-15 18:14:59,658 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-11-14 2024-11-15 18:14:59,661 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-11-14 2024-11-15 18:14:59,663 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-11-15 2024-11-15 18:14:59,667 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-11-14 2024-11-15 18:14:59,671 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-11-14 2024-11-15 18:14:59,674 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-11-15 2024-11-15 18:14:59,677 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-01 2024-11-15 18:14:59,680 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-11-14 2024-11-15 18:14:59,685 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-05 2024-11-15 18:14:59,689 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-14 2024-11-15 18:14:59,692 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-14 2024-11-15 18:14:59,727 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-14 2024-11-15 18:14:59,757 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-14 2024-11-15 18:14:59,789 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-14 2024-11-15 18:14:59,802 - my_logger - INFO - Column Oman FOB M2 was last updated at None 2024-11-15 18:14:59,806 - my_logger - INFO - Column Oman FOB M3 was last updated at None 2024-11-15 18:14:59,809 - my_logger - INFO - Column Oman FOB M4 was last updated at None 2024-11-15 18:14:59,813 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-13 2024-11-15 18:14:59,818 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-13 2024-11-15 18:14:59,822 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-11-11 2024-11-15 18:14:59,826 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-11-11 2024-11-15 18:14:59,830 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-11-14 2024-11-15 18:14:59,835 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-11-13 2024-11-15 18:14:59,839 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-11-14 2024-11-15 18:14:59,846 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-11-14 2024-11-15 18:14:59,849 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-11-14 2024-11-15 18:14:59,855 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-11-14 2024-11-15 18:14:59,871 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-11-14 2024-11-15 18:14:59,876 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-11-14 2024-11-15 18:14:59,880 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-11-14 2024-11-15 18:14:59,885 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-11-14 2024-11-15 18:14:59,889 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-11-14 2024-11-15 18:14:59,892 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-14 2024-11-15 18:14:59,895 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-14 2024-11-15 18:14:59,899 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-11-14 2024-11-15 18:14:59,906 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-11-14 2024-11-15 18:14:59,910 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-11-14 2024-11-15 18:14:59,924 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-11-14 2024-11-15 18:14:59,928 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-11-14 2024-11-15 18:14:59,931 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-11-15 2024-11-15 18:14:59,935 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-11-15 2024-11-15 18:14:59,938 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-11-15 2024-11-15 18:14:59,941 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-11-15 2024-11-15 18:14:59,945 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 18:14:59,950 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 18:14:59,954 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 18:14:59,957 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 18:14:59,960 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-11-14 2024-11-15 18:14:59,964 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-11-14 2024-11-15 18:14:59,968 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-11-14 2024-11-15 18:14:59,973 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-11-14 2024-11-15 18:14:59,977 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-11-13 2024-11-15 18:14:59,981 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-11-14 2024-11-15 18:14:59,986 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-11-14 2024-11-15 18:14:59,989 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-11-14 2024-11-15 18:14:59,992 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-11-14 2024-11-15 18:14:59,996 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-11-14 2024-11-15 18:15:00,001 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-11-14 2024-11-15 18:15:00,004 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-11-14 2024-11-15 18:15:00,008 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-14 2024-11-15 18:15:00,012 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-11-14 2024-11-15 18:15:00,024 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-11-14 2024-11-15 18:15:00,028 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-11-14 2024-11-15 18:15:00,032 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 18:15:00,037 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 18:15:00,041 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 18:15:00,044 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 18:15:00,048 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-08 2024-11-15 18:15:00,055 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-08 2024-11-15 18:15:00,059 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-08 2024-11-15 18:15:00,063 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 18:15:00,071 - my_logger - INFO - Column 原油：开工率：东北地区：独立炼厂（周） was last updated at 2023-03-31 2024-11-15 18:15:00,075 - my_logger - INFO - Column 原油：常减压：产能利用率：山东：独立炼厂（周） was last updated at 2024-11-15 2024-11-15 18:15:00,078 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-08 2024-11-15 18:15:00,082 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-15 2024-11-15 18:15:00,086 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-08 2024-11-15 18:15:00,090 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,093 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 18:15:00,096 - my_logger - INFO - Column 原油：常减压：独立炼厂：产能利用率：中国（周） was last updated at 2024-11-08 2024-11-15 18:15:00,099 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-08 2024-11-15 18:15:00,105 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-15 2024-11-15 18:15:00,109 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-08 2024-11-15 18:15:00,115 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-08 2024-11-15 18:15:00,121 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-15 2024-11-15 18:15:00,124 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-08 2024-11-15 18:15:00,128 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-08 2024-11-15 18:15:00,132 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,136 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,140 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,144 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,148 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,153 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,157 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,160 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,163 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,167 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,171 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,175 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,178 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-08 2024-11-15 18:15:00,188 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-08 2024-11-15 18:15:00,192 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-08 2024-11-15 18:15:00,195 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-08 2024-11-15 18:15:00,201 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-08 2024-11-15 18:15:00,204 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-08 2024-11-15 18:15:00,207 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27 2024-11-15 18:15:00,210 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,213 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,217 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,221 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-08 2024-11-15 18:15:00,224 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-08 2024-11-15 18:15:00,227 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-08 2024-11-15 18:15:00,230 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:15:00,234 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-08 2024-11-15 18:15:00,237 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-08 2024-11-15 18:15:00,240 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 18:15:00,244 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-08 2024-11-15 18:15:00,247 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-08 2024-11-15 18:15:00,252 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-08 2024-11-15 18:15:00,255 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-08 2024-11-15 18:15:00,259 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-08 2024-11-15 18:15:00,261 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-08 2024-11-15 18:15:00,265 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-08 2024-11-15 18:15:00,269 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-08 2024-11-15 18:15:00,273 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-08 2024-11-15 18:15:00,276 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-08 2024-11-15 18:15:00,279 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-08 2024-11-15 18:15:00,282 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-08 2024-11-15 18:15:00,285 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-08 2024-11-15 18:15:00,289 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-11-13 2024-11-15 18:15:00,292 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-11-13 2024-11-15 18:15:00,295 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-08 2024-11-15 18:15:00,299 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-08 2024-11-15 18:15:00,303 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-08 2024-11-15 18:15:00,306 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-08 2024-11-15 18:15:00,309 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-08 2024-11-15 18:15:00,313 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-08 2024-11-15 18:15:00,318 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25 2024-11-15 18:15:00,322 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,325 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-03 2024-11-15 18:15:00,328 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-03 2024-11-15 18:15:00,332 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,336 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,340 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,344 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,346 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,351 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,353 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,356 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-03 2024-11-15 18:15:00,359 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,361 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-03 2024-11-15 18:15:00,365 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,369 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-03 2024-11-15 18:15:00,373 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,376 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27 2024-11-15 18:15:00,380 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,384 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,388 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,391 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,394 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,396 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28 2024-11-15 18:15:00,399 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,404 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,407 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,410 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,413 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,417 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,421 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,425 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,427 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,430 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,433 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,438 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,441 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,443 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,447 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,451 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,454 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,457 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,461 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,464 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,468 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,471 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,475 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:15:00,478 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,481 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-03 2024-11-15 18:15:00,485 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,488 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,491 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,494 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,496 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,499 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-03 2024-11-15 18:15:00,503 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,506 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,510 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,513 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,516 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,520 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-03 2024-11-15 18:15:00,524 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,527 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,530 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,533 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,537 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,539 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,542 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,545 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,547 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,551 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,555 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,558 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,560 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,563 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,566 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,571 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,575 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,578 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,582 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,587 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,590 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:15:00,593 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-11-14 2024-11-15 18:15:00,597 - my_logger - INFO - Column ovx index was last updated at 2024-11-14 2024-11-15 18:15:00,601 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-14 2024-11-15 18:15:00,605 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-14 2024-11-15 18:15:00,608 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-14 2024-11-15 18:15:00,612 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-14 2024-11-15 18:15:00,616 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 2024-11-15 18:15:00,619 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-05 2024-11-15 18:15:00,623 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-05 2024-11-15 18:15:00,626 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-05 2024-11-15 18:15:00,629 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-13 2024-11-15 18:15:00,632 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-14 2024-11-15 18:15:00,636 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-14 2024-11-15 18:16:14,583 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx 2024-11-15 18:16:14,584 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-11-15 18:17:48,071 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 18:17:48,076 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 18:17:48,079 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 18:17:48,084 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-15 18:17:48,089 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 18:17:48,156 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-15 18:17:48,170 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-08 2024-11-15 18:17:48,189 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-15 2024-11-15 18:17:48,192 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10 2024-11-15 18:17:48,221 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-08 2024-11-15 18:17:48,225 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-08 2024-11-15 18:17:48,230 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-08 2024-11-15 18:17:48,234 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 18:17:48,238 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 18:17:48,242 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-15 18:17:48,246 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-15 2024-11-15 18:17:48,250 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04 2024-11-15 18:17:48,254 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04 2024-11-15 18:17:48,258 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-08 2024-11-15 18:17:48,265 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-08 2024-11-15 18:17:48,276 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-15 2024-11-15 18:17:48,280 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-15 2024-11-15 18:17:48,284 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-08 2024-11-15 18:17:48,290 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-15 2024-11-15 18:17:48,296 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-08 2024-11-15 18:17:48,300 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-08 2024-11-15 18:17:48,304 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-08 2024-11-15 18:17:48,308 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-08 2024-11-15 18:17:48,312 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-08 2024-11-15 18:17:48,328 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-08 2024-11-15 18:17:48,333 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-08 2024-11-15 18:17:48,340 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24 2024-11-15 18:17:48,344 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31 2024-11-15 18:17:48,347 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-14 2024-11-15 18:17:48,353 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-14 2024-11-15 18:17:48,356 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-14 2024-11-15 18:17:48,360 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 18:17:48,364 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 18:17:48,370 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-14 2024-11-15 18:17:48,374 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-14 2024-11-15 18:17:48,378 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-14 2024-11-15 18:17:48,382 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-14 2024-11-15 18:17:48,387 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-14 2024-11-15 18:17:48,391 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-11-14 2024-11-15 18:17:48,395 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-14 2024-11-15 18:17:48,398 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-14 2024-11-15 18:17:48,403 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-14 2024-11-15 18:17:48,407 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-14 2024-11-15 18:17:48,410 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-11-14 2024-11-15 18:17:48,413 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-11-14 2024-11-15 18:17:48,416 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-11-14 2024-11-15 18:17:48,420 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-11-14 2024-11-15 18:17:48,424 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-11-14 2024-11-15 18:17:48,428 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-11-14 2024-11-15 18:17:48,431 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-11-14 2024-11-15 18:17:48,435 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-11-14 2024-11-15 18:17:48,440 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-11-14 2024-11-15 18:17:48,444 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-11-14 2024-11-15 18:17:48,447 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-11-14 2024-11-15 18:17:48,453 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-11-14 2024-11-15 18:17:48,457 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-11-14 2024-11-15 18:17:48,461 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-11-14 2024-11-15 18:17:48,464 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-11-14 2024-11-15 18:17:48,468 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-11-14 2024-11-15 18:17:48,472 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-11-14 2024-11-15 18:17:48,475 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-11-14 2024-11-15 18:17:48,479 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-11-14 2024-11-15 18:17:48,482 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-11-14 2024-11-15 18:17:48,487 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-11-14 2024-11-15 18:17:48,490 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-11-14 2024-11-15 18:17:48,494 - my_logger - INFO - Column SC内外价差 was last updated at 2024-11-13 2024-11-15 18:17:48,498 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-14 2024-11-15 18:17:48,502 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-14 2024-11-15 18:17:48,507 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-15 2024-11-15 18:17:48,511 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-14 2024-11-15 18:17:48,515 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-14 2024-11-15 18:17:48,525 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-14 2024-11-15 18:17:48,529 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-14 2024-11-15 18:17:48,532 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-14 2024-11-15 18:17:48,537 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-11-14 2024-11-15 18:17:48,541 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-11-14 2024-11-15 18:17:48,545 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31 2024-11-15 18:17:48,549 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-11-14 2024-11-15 18:17:48,554 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 2024-11-15 18:17:48,558 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28 2024-11-15 18:17:48,563 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-11-14 2024-11-15 18:17:48,566 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-11-14 2024-11-15 18:17:48,572 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-11-14 2024-11-15 18:17:48,576 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-11-15 2024-11-15 18:17:48,580 - my_logger - INFO - Column Brent连1合约价格 was last updated at 2024-11-15 2024-11-15 18:17:48,584 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-11-13 2024-11-15 18:17:48,589 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16 2024-11-15 18:17:48,594 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-11-13 2024-11-15 18:17:48,598 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-11-13 2024-11-15 18:17:48,601 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31 2024-11-15 18:17:48,605 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31 2024-11-15 18:17:48,608 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-11-15 2024-11-15 18:17:48,612 - my_logger - INFO - Column y was last updated at 2024-11-15 2024-11-15 18:17:48,616 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-13 2024-11-15 18:17:48,620 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-15 2024-11-15 18:17:48,624 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-14 2024-11-15 18:17:48,627 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-15 2024-11-15 18:17:48,631 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-14 2024-11-15 18:17:48,636 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-14 2024-11-15 18:17:48,639 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-14 2024-11-15 18:17:48,642 - my_logger - INFO - Column HO连6合约 was last updated at 2024-11-14 2024-11-15 18:17:48,646 - my_logger - INFO - Column HO连5合约 was last updated at 2024-11-14 2024-11-15 18:17:48,651 - my_logger - INFO - Column ho连7合约 was last updated at 2024-11-14 2024-11-15 18:17:48,655 - my_logger - INFO - Column HO连8合约 was last updated at 2024-11-14 2024-11-15 18:17:48,659 - my_logger - INFO - Column HO连9合约 was last updated at 2024-11-14 2024-11-15 18:17:48,663 - my_logger - INFO - Column HO连10合约 was last updated at 2024-11-14 2024-11-15 18:17:48,667 - my_logger - INFO - Column HO连11合约 was last updated at 2024-11-14 2024-11-15 18:17:48,671 - my_logger - INFO - Column HO连12合约 was last updated at 2024-11-14 2024-11-15 18:17:48,675 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-14 2024-11-15 18:17:48,678 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-14 2024-11-15 18:17:48,681 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-11-14 2024-11-15 18:17:48,684 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-11-14 2024-11-15 18:17:48,689 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-11-14 2024-11-15 18:17:48,693 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-11-15 2024-11-15 18:17:48,696 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-11-14 2024-11-15 18:17:48,699 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-11-14 2024-11-15 18:17:48,703 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 18:17:48,706 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 18:17:48,710 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-11-14 2024-11-15 18:17:48,713 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-11-14 2024-11-15 18:17:48,718 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 18:17:48,721 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 18:17:48,724 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-11-14 2024-11-15 18:17:48,726 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-14 2024-11-15 18:17:48,731 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-14 2024-11-15 18:17:48,735 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-14 2024-11-15 18:17:48,738 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-11-14 2024-11-15 18:17:48,742 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 18:17:48,746 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 18:17:48,748 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-11-13 2024-11-15 18:17:48,753 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-11-14 2024-11-15 18:17:48,756 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-11-13 2024-11-15 18:17:48,759 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-14 2024-11-15 18:17:48,763 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-14 2024-11-15 18:17:48,767 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 18:17:48,771 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 18:17:48,774 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 18:17:48,776 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-11-14 2024-11-15 18:17:48,780 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 18:17:48,785 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 18:17:48,789 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-11-14 2024-11-15 18:17:48,793 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-10-31 2024-11-15 18:17:48,796 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-10-31 2024-11-15 18:17:48,799 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 18:17:48,804 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 18:17:48,808 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-14 2024-11-15 18:17:48,811 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-08 2024-11-15 18:17:48,815 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-08 2024-11-15 18:17:48,819 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-08 2024-11-15 18:17:48,822 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-08 2024-11-15 18:17:48,824 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-08 2024-11-15 18:17:48,829 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR）超季节性/4年(含今年) was last updated at 2024-11-08 2024-11-15 18:17:48,832 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 18:17:48,837 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 18:17:48,841 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-08 2024-11-15 18:17:48,844 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-08 2024-11-15 18:17:48,848 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-08 2024-11-15 18:17:48,854 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-08 2024-11-15 18:17:48,857 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20 2024-11-15 18:17:48,860 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21 2024-11-15 18:17:48,863 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-13 2024-11-15 18:17:48,868 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-08 2024-11-15 18:17:48,872 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-08 2024-11-15 18:17:48,876 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-08 2024-11-15 18:17:48,879 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周）超季节性/3年 was last updated at 2024-05-24 2024-11-15 18:17:48,882 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-01 2024-11-15 18:17:48,887 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04 2024-11-15 18:17:48,890 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-15 2024-11-15 18:17:48,894 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-15 2024-11-15 18:17:48,897 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24 2024-11-15 18:17:48,902 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-11-13 2024-11-15 18:17:48,906 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-11-13 2024-11-15 18:17:48,910 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-11-13 2024-11-15 18:17:48,914 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-08 2024-11-15 18:17:48,919 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-08 2024-11-15 18:17:48,923 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-08 2024-11-15 18:17:48,926 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-08 2024-11-15 18:17:48,930 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-08 2024-11-15 18:17:48,934 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-08 2024-11-15 18:17:48,937 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-08 2024-11-15 18:17:48,941 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-08 2024-11-15 18:17:48,944 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-08 2024-11-15 18:17:48,948 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-08 2024-11-15 18:17:48,953 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 2024-11-15 18:17:48,957 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 2024-11-15 18:17:48,960 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-08 2024-11-15 18:17:48,964 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-08 2024-11-15 18:17:48,967 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-08 2024-11-15 18:17:48,971 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-08 2024-11-15 18:17:48,974 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-08 2024-11-15 18:17:48,980 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-11-14 2024-11-15 18:17:48,986 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-14 2024-11-15 18:17:48,990 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-11-14 2024-11-15 18:17:48,994 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-11-14 2024-11-15 18:17:48,998 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-11-14 2024-11-15 18:17:49,003 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-11-14 2024-11-15 18:17:49,006 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-12 2024-11-15 18:17:49,010 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-12 2024-11-15 18:17:49,013 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-11-13 2024-11-15 18:17:49,015 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-11-13 2024-11-15 18:17:49,020 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-11-13 2024-11-15 18:17:49,024 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-11-14 2024-11-15 18:17:49,028 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-11-14 2024-11-15 18:17:49,032 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-11-14 2024-11-15 18:17:49,036 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-11-14 2024-11-15 18:17:49,040 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-11-14 2024-11-15 18:17:49,043 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-11-14 2024-11-15 18:17:49,047 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-11-14 2024-11-15 18:17:49,054 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-11-14 2024-11-15 18:17:49,057 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-11-14 2024-11-15 18:17:49,061 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-11-14 2024-11-15 18:17:49,065 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-11-14 2024-11-15 18:17:49,070 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-11-14 2024-11-15 18:17:49,073 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-11-14 2024-11-15 18:17:49,077 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-11-14 2024-11-15 18:17:49,080 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-11-14 2024-11-15 18:17:49,084 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-11-14 2024-11-15 18:17:49,088 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-11-14 2024-11-15 18:17:49,092 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-11-14 2024-11-15 18:17:49,095 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-11-14 2024-11-15 18:17:49,098 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-11-13 2024-11-15 18:17:49,102 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-11-14 2024-11-15 18:17:49,106 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-13 2024-11-15 18:17:49,111 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-11-14 2024-11-15 18:17:49,115 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-11-14 2024-11-15 18:17:49,120 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-14 2024-11-15 18:17:49,124 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-11-13 2024-11-15 18:17:49,128 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-11-14 2024-11-15 18:17:49,133 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-11-14 2024-11-15 18:17:49,138 - my_logger - INFO - Column DFL was last updated at 2024-11-13 2024-11-15 18:17:49,142 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-11-14 2024-11-15 18:17:49,145 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-11-14 2024-11-15 18:17:49,149 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-11-14 2024-11-15 18:17:49,153 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-11-14 2024-11-15 18:17:49,156 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-11-14 2024-11-15 18:17:49,159 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-11-14 2024-11-15 18:17:49,162 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-11-15 2024-11-15 18:17:49,166 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-11-15 2024-11-15 18:17:49,171 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-11-15 2024-11-15 18:17:49,176 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-11-14 2024-11-15 18:17:49,179 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-14 2024-11-15 18:17:49,183 - my_logger - INFO - Column B-W价差 was last updated at 2024-11-14 2024-11-15 18:17:49,189 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-11-15 2024-11-15 18:17:49,192 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-13 2024-11-15 18:17:49,196 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-11-15 2024-11-15 18:17:49,199 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-11-15 2024-11-15 18:17:49,203 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-11-14 2024-11-15 18:17:49,207 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-13 2024-11-15 18:17:49,210 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-11-14 2024-11-15 18:17:49,214 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-11-15 2024-11-15 18:17:49,217 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-11-15 2024-11-15 18:17:49,221 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-11-14 2024-11-15 18:17:49,225 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-11-15 2024-11-15 18:17:49,228 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-11-14 2024-11-15 18:17:49,231 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-11-13 2024-11-15 18:17:49,234 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-11-14 2024-11-15 18:17:49,238 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-11-13 2024-11-15 18:17:49,243 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-11-14 2024-11-15 18:17:49,247 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-11-13 2024-11-15 18:17:49,251 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-11-14 2024-11-15 18:17:49,256 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31 2024-11-15 18:17:49,260 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-11-14 2024-11-15 18:17:49,263 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-13 2024-11-15 18:17:49,267 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-14 2024-11-15 18:17:49,272 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-14 2024-11-15 18:17:49,276 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-11-14 2024-11-15 18:17:49,279 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-13 2024-11-15 18:17:49,284 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-11-14 2024-11-15 18:17:49,288 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-11-14 2024-11-15 18:17:49,292 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-11-15 2024-11-15 18:17:49,295 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-11-14 2024-11-15 18:17:49,299 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-11-14 2024-11-15 18:17:49,302 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-11-15 2024-11-15 18:17:49,305 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-01 2024-11-15 18:17:49,309 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-11-14 2024-11-15 18:17:49,313 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-05 2024-11-15 18:17:49,318 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-14 2024-11-15 18:17:49,323 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-14 2024-11-15 18:17:49,325 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-14 2024-11-15 18:17:49,328 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-14 2024-11-15 18:17:49,331 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-14 2024-11-15 18:17:49,335 - my_logger - INFO - Column Oman FOB M2 was last updated at None 2024-11-15 18:17:49,337 - my_logger - INFO - Column Oman FOB M3 was last updated at None 2024-11-15 18:17:49,341 - my_logger - INFO - Column Oman FOB M4 was last updated at None 2024-11-15 18:17:49,344 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-13 2024-11-15 18:17:49,348 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-13 2024-11-15 18:17:49,354 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-11-11 2024-11-15 18:17:49,357 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-11-11 2024-11-15 18:17:49,360 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-11-14 2024-11-15 18:17:49,363 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-11-13 2024-11-15 18:17:49,366 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-11-14 2024-11-15 18:17:49,370 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-11-14 2024-11-15 18:17:49,374 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-11-14 2024-11-15 18:17:49,378 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-11-14 2024-11-15 18:17:49,381 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-11-14 2024-11-15 18:17:49,386 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-11-14 2024-11-15 18:17:49,390 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-11-14 2024-11-15 18:17:49,394 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-11-14 2024-11-15 18:17:49,397 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-11-14 2024-11-15 18:17:49,401 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-14 2024-11-15 18:17:49,404 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-14 2024-11-15 18:17:49,408 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-11-14 2024-11-15 18:17:49,412 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-11-14 2024-11-15 18:17:49,415 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-11-14 2024-11-15 18:17:49,420 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-11-14 2024-11-15 18:17:49,424 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-11-14 2024-11-15 18:17:49,427 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-11-15 2024-11-15 18:17:49,431 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-11-15 2024-11-15 18:17:49,434 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-11-15 2024-11-15 18:17:49,438 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-11-15 2024-11-15 18:17:49,442 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 18:17:49,446 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 18:17:49,451 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 18:17:49,455 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-11-14 2024-11-15 18:17:49,460 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-11-14 2024-11-15 18:17:49,463 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-11-14 2024-11-15 18:17:49,467 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-11-14 2024-11-15 18:17:49,470 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-11-14 2024-11-15 18:17:49,473 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-11-13 2024-11-15 18:17:49,476 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-11-14 2024-11-15 18:17:49,478 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-11-14 2024-11-15 18:17:49,483 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-11-14 2024-11-15 18:17:49,487 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-11-14 2024-11-15 18:17:49,490 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-11-14 2024-11-15 18:17:49,493 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-11-14 2024-11-15 18:17:49,497 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-11-14 2024-11-15 18:17:49,501 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-14 2024-11-15 18:17:49,506 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-11-14 2024-11-15 18:17:49,510 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-11-14 2024-11-15 18:17:49,514 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-11-14 2024-11-15 18:17:49,518 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 18:17:49,522 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 18:17:49,525 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 18:17:49,527 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-15 18:17:49,530 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-08 2024-11-15 18:17:49,534 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-08 2024-11-15 18:17:49,537 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-08 2024-11-15 18:17:49,543 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 18:17:49,547 - my_logger - INFO - Column 原油：开工率：东北地区：独立炼厂（周） was last updated at 2023-03-31 2024-11-15 18:17:49,551 - my_logger - INFO - Column 原油：常减压：产能利用率：山东：独立炼厂（周） was last updated at 2024-11-15 2024-11-15 18:17:49,554 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-08 2024-11-15 18:17:49,557 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-15 2024-11-15 18:17:49,561 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-08 2024-11-15 18:17:49,565 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,569 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 18:17:49,573 - my_logger - INFO - Column 原油：常减压：独立炼厂：产能利用率：中国（周） was last updated at 2024-11-08 2024-11-15 18:17:49,577 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-08 2024-11-15 18:17:49,582 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-15 2024-11-15 18:17:49,588 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-08 2024-11-15 18:17:49,591 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-08 2024-11-15 18:17:49,594 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-15 2024-11-15 18:17:49,597 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-08 2024-11-15 18:17:49,602 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-08 2024-11-15 18:17:49,606 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,609 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,612 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,615 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,619 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,623 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,626 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,630 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,634 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,638 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,641 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,645 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,649 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-08 2024-11-15 18:17:49,655 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-08 2024-11-15 18:17:49,658 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-08 2024-11-15 18:17:49,661 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-08 2024-11-15 18:17:49,664 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-08 2024-11-15 18:17:49,668 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-08 2024-11-15 18:17:49,671 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27 2024-11-15 18:17:49,675 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,679 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,682 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,686 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-08 2024-11-15 18:17:49,689 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-08 2024-11-15 18:17:49,693 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-08 2024-11-15 18:17:49,696 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-08 2024-11-15 18:17:49,699 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-08 2024-11-15 18:17:49,704 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-08 2024-11-15 18:17:49,708 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-15 2024-11-15 18:17:49,711 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-08 2024-11-15 18:17:49,714 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-08 2024-11-15 18:17:49,719 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-08 2024-11-15 18:17:49,723 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-08 2024-11-15 18:17:49,726 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-08 2024-11-15 18:17:49,729 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-08 2024-11-15 18:17:49,732 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-08 2024-11-15 18:17:49,737 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-08 2024-11-15 18:17:49,740 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-08 2024-11-15 18:17:49,744 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-08 2024-11-15 18:17:49,748 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-08 2024-11-15 18:17:49,753 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-08 2024-11-15 18:17:49,757 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-08 2024-11-15 18:17:49,760 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-11-13 2024-11-15 18:17:49,763 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-11-13 2024-11-15 18:17:49,767 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-08 2024-11-15 18:17:49,772 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-08 2024-11-15 18:17:49,776 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-08 2024-11-15 18:17:49,780 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-08 2024-11-15 18:17:49,786 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-08 2024-11-15 18:17:49,790 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-08 2024-11-15 18:17:49,794 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25 2024-11-15 18:17:49,798 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,803 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-03 2024-11-15 18:17:49,806 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-03 2024-11-15 18:17:49,809 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,813 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,819 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,823 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,827 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,830 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,834 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,837 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-03 2024-11-15 18:17:49,841 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,844 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-03 2024-11-15 18:17:49,849 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,854 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-03 2024-11-15 18:17:49,857 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,861 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27 2024-11-15 18:17:49,864 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,870 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,873 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,876 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,879 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,881 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28 2024-11-15 18:17:49,886 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,889 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,893 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,896 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,901 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,905 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,909 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,913 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,917 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,922 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,925 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,929 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,931 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,936 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,940 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,943 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,947 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,952 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,955 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,958 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,960 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,964 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,969 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-10 2024-11-15 18:17:49,972 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:49,976 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-03 2024-11-15 18:17:49,980 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:49,985 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:49,989 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:49,993 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:49,997 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,001 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-03 2024-11-15 18:17:50,004 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,008 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,012 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,016 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,020 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,023 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-03 2024-11-15 18:17:50,027 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,030 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,033 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,038 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,042 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,046 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,049 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,054 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,058 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,062 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,066 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,069 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,073 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,077 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,080 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,084 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,087 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,091 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,095 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,098 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,103 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-10 2024-11-15 18:17:50,107 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-11-14 2024-11-15 18:17:50,112 - my_logger - INFO - Column ovx index was last updated at 2024-11-14 2024-11-15 18:17:50,115 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-14 2024-11-15 18:17:50,121 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-14 2024-11-15 18:17:50,125 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-14 2024-11-15 18:17:50,128 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-14 2024-11-15 18:17:50,131 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 2024-11-15 18:17:50,136 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-05 2024-11-15 18:17:50,139 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-05 2024-11-15 18:17:50,143 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-05 2024-11-15 18:17:50,147 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-13 2024-11-15 18:17:50,151 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-14 2024-11-15 18:17:50,155 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-14 2024-11-15 18:17:50,200 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv 2024-11-15 18:17:50,235 - my_logger - INFO - 删除近两个周期不更新特征前数据量：(2511, 504) 2024-11-15 18:17:50,247 - my_logger - INFO - 删除近两个周期不更新特征后数据量：(2511, 468) 2024-11-15 18:17:50,276 - my_logger - INFO - 删除预测列为空值的行后数据量：(1778, 468) 2024-11-15 18:17:50,283 - my_logger - INFO - 删除全为空值的列后数据量：(1778, 386) 2024-11-15 18:17:57,872 - my_logger - INFO - 日度(254) 周度(130) 61天(1) 0 西北欧炼厂加工Brent原油CDU利润 EIA美国油品需求 EIA美国柴油产量（千桶日） 1 美墨湾炼厂加工WTI原油CDU利润 中国汽柴油表需 2 新加坡炼厂加工Dubai原油CDU利润 DOE-美国汽油产量超季节性/3年 3 西北欧炼厂加工Brent原油CDU利润 M2 美国汽油表需（周度） 4 美墨湾炼厂加工WTI原油CDU利润 M2 美国汽油产量（周度） .. ... ... ... 249 C2403150124 250 FVHCM1 INDEX 251 lmcads03 lme comdty 252 GC1 COMB Comdty 253 C2404167855 [254 rows x 3 columns] 2024-11-15 18:17:57,890 - my_logger - INFO - 特征信息：总共有383个,日度(254),周度(130),61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： 2024-11-15 18:17:57,893 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-15 18:17:59,955 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-15 00:00:00', y = '71.59' WHERE ds = '2024-11-15 00:00:00' 2024-11-15 18:17:59,971 - my_logger - INFO - 开始训练模型... 2024-11-15 18:18:00,002 - my_logger - INFO - Training set head: 2024-11-15 18:18:00,003 - my_logger - INFO - ds EIA美国油品需求 中国汽柴油表需 DOE-美国汽油产量超季节性/3年 美国汽油表需（周度） ... is_quarter_start is_quarter_end is_year_start is_year_end unique_id 2509 2018-01-02 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 2508 2018-01-03 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 2507 2018-01-04 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 2506 2018-01-05 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 2503 2018-01-08 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 [5 rows x 401 columns] 2024-11-15 18:18:00,564 - my_logger - INFO - Testing set head: 2024-11-15 18:18:00,566 - my_logger - INFO - ds EIA美国油品需求 中国汽柴油表需 DOE-美国汽油产量超季节性/3年 美国汽油表需（周度） ... is_quarter_start is_quarter_end is_year_start is_year_end unique_id 2005 2019-05-21 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 2004 2019-05-22 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 2003 2019-05-23 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 2002 2019-05-24 38186.0 732.4702 -343.0476 65758.0 ... 0.0 0.0 0.0 0.0 1 1999 2019-05-27 38186.0 732.4702 -343.0476 65758.0 ... 0.0 0.0 0.0 0.0 1 [5 rows x 401 columns] 2024-11-15 18:33:20,986 - my_logger - INFO - 模型训练完成 2024-11-15 18:33:20,988 - my_logger - INFO - 训练数据绘图ing 2024-11-15 18:33:27,812 - my_logger - INFO - 训练数据绘图end 2024-11-15 18:33:27,816 - my_logger - INFO - 制作报告ing 2024-11-15 18:33:29,930 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 2024-11-15 18:33:35,583 - my_logger - INFO - 价格类指标的相关性总和为：75.66616522030503 2024-11-15 18:33:35,585 - my_logger - INFO - 开始绘制供应类指标的相关性直方图 2024-11-15 18:33:40,708 - my_logger - INFO - 供应类指标的相关性总和为：15.188119101907914 2024-11-15 18:33:40,711 - my_logger - INFO - 开始绘制其他类指标的相关性直方图 2024-11-15 18:33:46,506 - my_logger - INFO - 其他类指标的相关性总和为：6.8879428282023385 2024-11-15 18:33:46,508 - my_logger - INFO - 开始绘制库存类指标的相关性直方图 2024-11-15 18:33:52,218 - my_logger - INFO - 库存类指标的相关性总和为：20.360174231855385 2024-11-15 18:33:52,220 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图 2024-11-15 18:33:59,479 - my_logger - INFO - 期货市场类指标的相关性总和为：55.22541810821176 2024-11-15 18:33:59,481 - my_logger - INFO - 开始绘制运输类指标的相关性直方图 2024-11-15 18:34:00,172 - my_logger - INFO - 运输类指标的相关性总和为：1.0251720533986193 2024-11-15 18:34:00,173 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图 2024-11-15 18:34:05,712 - my_logger - INFO - 进出口类指标的相关性总和为：6.390651167523085 2024-11-15 18:34:05,713 - my_logger - INFO - 开始绘制需求类指标的相关性直方图 2024-11-15 18:34:11,386 - my_logger - INFO - 需求类指标的相关性总和为：12.427816901649278 2024-11-15 18:34:11,387 - my_logger - INFO - 开始绘制相关性总和的气泡图 2024-11-15 18:34:11,969 - my_logger - INFO - 绘制相关性总和的气泡图结束 2024-11-15 18:34:19,227 - my_logger - INFO - 制作报告end 2024-11-15 18:34:19,228 - my_logger - INFO - 模型训练完成 2024-11-18 10:06:00,500 - my_logger - INFO - 从eta获取数据... 2024-11-18 10:06:00,500 - my_logger - INFO - 从eta获取数据... 2024-11-18 10:06:54,408 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和 2024-11-18 10:06:54,408 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和 2024-11-18 10:06:54,410 - my_logger - INFO - 跳过指标 PP2409前20多单量 2024-11-18 10:06:54,410 - my_logger - INFO - 跳过指标 PP2409前20多单量 2024-11-18 10:06:54,411 - my_logger - INFO - 跳过指标 PP2409前20空单量 2024-11-18 10:06:54,411 - my_logger - INFO - 跳过指标 PP2409前20空单量 2024-11-18 10:07:21,185 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] 2024-11-18 10:07:21,185 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506'] 2024-11-18 10:07:21,187 - my_logger - INFO - lmcads03 lme comdty 2024-11-18 10:07:21,187 - my_logger - INFO - lmcads03 lme comdty 2024-11-18 10:07:21,721 - my_logger - INFO - GC1 COMB Comdty 2024-11-18 10:07:21,721 - my_logger - INFO - GC1 COMB Comdty 2024-11-18 10:07:22,583 - my_logger - INFO - C2404171822 2024-11-18 10:07:22,583 - my_logger - INFO - C2404171822 2024-11-18 10:07:23,502 - my_logger - INFO - dxy curncy 2024-11-18 10:07:23,502 - my_logger - INFO - dxy curncy 2024-11-18 10:07:24,352 - my_logger - INFO - S5443199 2024-11-18 10:07:24,352 - my_logger - INFO - S5443199 2024-11-18 10:07:24,764 - my_logger - INFO - S5479800 2024-11-18 10:07:24,764 - my_logger - INFO - S5479800 2024-11-18 10:07:25,113 - my_logger - INFO - S5443108 2024-11-18 10:07:25,113 - my_logger - INFO - S5443108 2024-11-18 10:07:25,558 - my_logger - INFO - H7358586 2024-11-18 10:07:25,558 - my_logger - INFO - H7358586 2024-11-18 10:07:25,792 - my_logger - INFO - LC3FM1 INDEX 2024-11-18 10:07:25,792 - my_logger - INFO - LC3FM1 INDEX 2024-11-18 10:07:26,164 - my_logger - INFO - CNY REGN Curncy 2024-11-18 10:07:26,164 - my_logger - INFO - CNY REGN Curncy 2024-11-18 10:07:27,301 - my_logger - INFO - s0105897 2024-11-18 10:07:27,301 - my_logger - INFO - s0105897 2024-11-18 10:07:28,247 - my_logger - INFO - M0067419 2024-11-18 10:07:28,247 - my_logger - INFO - M0067419 2024-11-18 10:07:29,118 - my_logger - INFO - M0066351 2024-11-18 10:07:29,118 - my_logger - INFO - M0066351 2024-11-18 10:07:29,749 - my_logger - INFO - S0266372 2024-11-18 10:07:29,749 - my_logger - INFO - S0266372 2024-11-18 10:07:30,155 - my_logger - INFO - S0266438 2024-11-18 10:07:30,155 - my_logger - INFO - S0266438 2024-11-18 10:07:30,550 - my_logger - INFO - S0266506 2024-11-18 10:07:30,550 - my_logger - INFO - S0266506 2024-11-18 10:07:30,997 - my_logger - INFO - date 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） 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 ... 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 6554 2024-11-18 NaN NaN NaN NaN NaN NaN ... NaN NaN NaN NaN NaN NaN NaN 6555 2024-11-17 NaN NaN NaN NaN NaN NaN ... NaN NaN NaN NaN NaN NaN NaN 6556 2024-11-16 NaN NaN NaN NaN NaN NaN ... NaN NaN NaN NaN NaN NaN NaN 2915 2024-11-15 NaN NaN NaN NaN NaN NaN ... 7.2300 3708.14 NaN NaN NaN NaN NaN 1963 2024-11-14 NaN NaN NaN NaN NaN NaN ... 7.2271 3739.76 NaN NaN NaN NaN NaN [5 rows x 356 columns] 2024-11-18 10:07:30,997 - my_logger - INFO - date 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） 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 ... 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 6554 2024-11-18 NaN NaN NaN NaN NaN NaN ... NaN NaN NaN NaN NaN NaN NaN 6555 2024-11-17 NaN NaN NaN NaN NaN NaN ... NaN NaN NaN NaN NaN NaN NaN 6556 2024-11-16 NaN NaN NaN NaN NaN NaN ... NaN NaN NaN NaN NaN NaN NaN 2915 2024-11-15 NaN NaN NaN NaN NaN NaN ... 7.2300 3708.14 NaN NaN NaN NaN NaN 1963 2024-11-14 NaN NaN NaN NaN NaN NaN ... 7.2271 3739.76 NaN NaN NaN NaN NaN [5 rows x 356 columns] 2024-11-18 10:09:44,878 - my_logger - INFO - 删除两月不更新特征前数据量：(2514, 353) 2024-11-18 10:09:44,878 - my_logger - INFO - 删除两月不更新特征前数据量：(2514, 353) 2024-11-18 10:09:45,567 - my_logger - INFO - 删除两月不更新特征后数据量：(2514, 314) 2024-11-18 10:09:45,567 - my_logger - INFO - 删除两月不更新特征后数据量：(2514, 314) 2024-11-18 10:09:45,572 - my_logger - INFO - 删除预测列为空值的行后数据量：(770, 314) 2024-11-18 10:09:45,572 - my_logger - INFO - 删除预测列为空值的行后数据量：(770, 314) 2024-11-18 10:09:45,576 - my_logger - INFO - 删除全为空值的列后数据量：(770, 314) 2024-11-18 10:09:45,576 - my_logger - INFO - 删除全为空值的列后数据量：(770, 314) 2024-11-18 10:09:50,016 - my_logger - INFO - 日度(218) 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 .. ... ... ... 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] 2024-11-18 10:09:50,016 - my_logger - INFO - 日度(218) 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 .. ... ... ... 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] 2024-11-18 10:09:50,054 - my_logger - INFO - 特征信息：总共有311个,日度(218),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： 2024-11-18 10:09:50,054 - my_logger - INFO - 特征信息：总共有311个,日度(218),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： 2024-11-18 10:09:50,058 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-18 10:09:50,058 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-18 10:09:51,666 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-15 00:00:00', y = '7393.333333333333' WHERE ds = '2024-11-15 00:00:00' 2024-11-18 10:09:51,666 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-15 00:00:00', y = '7393.333333333333' WHERE ds = '2024-11-15 00:00:00' 2024-11-18 10:09:51,677 - my_logger - INFO - 今天是周一，更新预测模型 2024-11-18 10:09:51,677 - my_logger - INFO - 今天是周一，更新预测模型 2024-11-18 10:09:51,705 - my_logger - INFO - 最近20天预测残差最低的模型名称：BiTCN 2024-11-18 10:09:51,705 - my_logger - INFO - 最近20天预测残差最低的模型名称：BiTCN 2024-11-18 10:09:51,717 - my_logger - INFO - 开始训练模型... 2024-11-18 10:09:51,717 - my_logger - INFO - 开始训练模型... 2024-11-18 10:09:51,738 - my_logger - INFO - Training set head: 2024-11-18 10:09:51,738 - my_logger - INFO - Training set head: 2024-11-18 10:09:51,749 - my_logger - INFO - ds 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） 华东聚丙烯基差（折盘面收盘价） 煤制聚丙烯利润 ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id 737 2021-10-19 -165.5689 57.0 -93.0 -43.0 -5763.0 ... 0.0 0.0 0.0 0.0 0.0 1 736 2021-10-20 -165.5689 198.0 48.0 148.0 -6063.0 ... 0.0 0.0 0.0 0.0 0.0 1 735 2021-10-21 -165.5689 215.0 -75.0 35.0 -6135.0 ... 0.0 0.0 0.0 0.0 0.0 1 734 2021-10-22 -165.5689 177.0 -63.0 27.0 -6313.0 ... 0.0 0.0 0.0 0.0 0.0 1 733 2021-10-25 -165.5689 298.0 -2.0 48.0 -6463.0 ... 0.0 0.0 0.0 0.0 0.0 1 [5 rows x 329 columns] 2024-11-18 10:09:51,749 - my_logger - INFO - ds 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） 华东聚丙烯基差（折盘面收盘价） 煤制聚丙烯利润 ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id 737 2021-10-19 -165.5689 57.0 -93.0 -43.0 -5763.0 ... 0.0 0.0 0.0 0.0 0.0 1 736 2021-10-20 -165.5689 198.0 48.0 148.0 -6063.0 ... 0.0 0.0 0.0 0.0 0.0 1 735 2021-10-21 -165.5689 215.0 -75.0 35.0 -6135.0 ... 0.0 0.0 0.0 0.0 0.0 1 734 2021-10-22 -165.5689 177.0 -63.0 27.0 -6313.0 ... 0.0 0.0 0.0 0.0 0.0 1 733 2021-10-25 -165.5689 298.0 -2.0 48.0 -6463.0 ... 0.0 0.0 0.0 0.0 0.0 1 [5 rows x 329 columns] 2024-11-18 10:09:53,173 - my_logger - INFO - Testing set head: 2024-11-18 10:09:53,173 - my_logger - INFO - Testing set head: 2024-11-18 10:09:53,176 - my_logger - INFO - ds 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） 华东聚丙烯基差（折盘面收盘价） 煤制聚丙烯利润 ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id 588 2022-05-31 638.7137 -22.0 -152.0 -82.0 -1047.0 ... 1.0 0.0 0.0 0.0 0.0 1 587 2022-06-01 621.7030 22.0 -178.0 -78.0 -959.0 ... 0.0 0.0 0.0 0.0 0.0 1 586 2022-06-02 552.9803 40.0 -160.0 -60.0 -962.0 ... 0.0 0.0 0.0 0.0 0.0 1 585 2022-06-06 603.3724 74.0 -96.0 24.0 -1487.0 ... 0.0 0.0 0.0 0.0 0.0 1 584 2022-06-07 637.3217 65.0 -105.0 -5.0 -1525.0 ... 0.0 0.0 0.0 0.0 0.0 1 [5 rows x 329 columns] 2024-11-18 10:09:53,176 - my_logger - INFO - ds 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） 华东聚丙烯基差（折盘面收盘价） 煤制聚丙烯利润 ... is_month_end is_quarter_start is_quarter_end is_year_start is_year_end unique_id 588 2022-05-31 638.7137 -22.0 -152.0 -82.0 -1047.0 ... 1.0 0.0 0.0 0.0 0.0 1 587 2022-06-01 621.7030 22.0 -178.0 -78.0 -959.0 ... 0.0 0.0 0.0 0.0 0.0 1 586 2022-06-02 552.9803 40.0 -160.0 -60.0 -962.0 ... 0.0 0.0 0.0 0.0 0.0 1 585 2022-06-06 603.3724 74.0 -96.0 24.0 -1487.0 ... 0.0 0.0 0.0 0.0 0.0 1 584 2022-06-07 637.3217 65.0 -105.0 -5.0 -1525.0 ... 0.0 0.0 0.0 0.0 0.0 1 [5 rows x 329 columns] 2024-11-18 10:49:29,778 - my_logger - INFO - 模型训练完成 2024-11-18 10:49:29,778 - my_logger - INFO - 模型训练完成 2024-11-18 10:49:29,786 - my_logger - INFO - 训练数据绘图ing 2024-11-18 10:49:29,786 - my_logger - INFO - 训练数据绘图ing 2024-11-18 10:49:43,596 - my_logger - INFO - 训练数据绘图end 2024-11-18 10:49:43,596 - my_logger - INFO - 训练数据绘图end 2024-11-18 10:49:43,598 - my_logger - INFO - 制作报告ing 2024-11-18 10:49:43,598 - my_logger - INFO - 制作报告ing 2024-11-18 10:49:43,838 - my_logger - INFO - 开始绘制价差类指标的相关性直方图 2024-11-18 10:49:43,838 - my_logger - INFO - 开始绘制价差类指标的相关性直方图 2024-11-18 10:49:47,073 - my_logger - INFO - 价差类指标的相关性总和为：10.814716584830332 2024-11-18 10:49:47,073 - my_logger - INFO - 价差类指标的相关性总和为：10.814716584830332 2024-11-18 10:49:47,076 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 2024-11-18 10:49:47,076 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 2024-11-18 10:50:06,439 - my_logger - INFO - 价格类指标的相关性总和为：91.98314551215225 2024-11-18 10:50:06,439 - my_logger - INFO - 价格类指标的相关性总和为：91.98314551215225 2024-11-18 10:50:06,441 - my_logger - INFO - 开始绘制供应类指标的相关性直方图 2024-11-18 10:50:06,441 - my_logger - INFO - 开始绘制供应类指标的相关性直方图 2024-11-18 10:50:09,470 - my_logger - INFO - 供应类指标的相关性总和为：19.66136841994071 2024-11-18 10:50:09,470 - my_logger - INFO - 供应类指标的相关性总和为：19.66136841994071 2024-11-18 10:50:09,473 - my_logger - INFO - 开始绘制其他类指标的相关性直方图 2024-11-18 10:50:09,473 - my_logger - INFO - 开始绘制其他类指标的相关性直方图 2024-11-18 10:50:12,509 - my_logger - INFO - 其他类指标的相关性总和为：12.058695472629214 2024-11-18 10:50:12,509 - my_logger - INFO - 其他类指标的相关性总和为：12.058695472629214 2024-11-18 10:50:12,512 - my_logger - INFO - 开始绘制库存类指标的相关性直方图 2024-11-18 10:50:12,512 - my_logger - INFO - 开始绘制库存类指标的相关性直方图 2024-11-18 10:50:15,850 - my_logger - INFO - 库存类指标的相关性总和为：11.264030583132975 2024-11-18 10:50:15,850 - my_logger - INFO - 库存类指标的相关性总和为：11.264030583132975 2024-11-18 10:50:15,853 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图 2024-11-18 10:50:15,853 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图 2024-11-18 10:50:17,289 - my_logger - INFO - 进出口类指标的相关性总和为：1.622047913440314 2024-11-18 10:50:17,289 - my_logger - INFO - 进出口类指标的相关性总和为：1.622047913440314 2024-11-18 10:50:17,291 - my_logger - INFO - 开始绘制需求类指标的相关性直方图 2024-11-18 10:50:17,291 - my_logger - INFO - 开始绘制需求类指标的相关性直方图 2024-11-18 10:50:19,425 - my_logger - INFO - 需求类指标的相关性总和为：6.771694321728618 2024-11-18 10:50:19,425 - my_logger - INFO - 需求类指标的相关性总和为：6.771694321728618 2024-11-18 10:50:19,427 - my_logger - INFO - 开始绘制相关性总和的气泡图 2024-11-18 10:50:19,427 - my_logger - INFO - 开始绘制相关性总和的气泡图 2024-11-18 10:50:19,983 - my_logger - INFO - 绘制相关性总和的气泡图结束 2024-11-18 10:50:19,983 - my_logger - INFO - 绘制相关性总和的气泡图结束 2024-11-18 10:50:27,476 - my_logger - INFO - 制作报告end 2024-11-18 10:50:27,476 - my_logger - INFO - 制作报告end 2024-11-18 10:50:27,477 - my_logger - INFO - 模型训练完成 2024-11-18 10:50:27,477 - my_logger - INFO - 模型训练完成 2024-11-18 10:50:30,413 - my_logger - INFO - 邮件发送成功！ 2024-11-18 10:50:30,413 - my_logger - INFO - 邮件发送成功！ 2024-11-19 14:01:17,814 - my_logger - INFO - 从eta获取数据... 2024-11-19 14:01:18,389 - my_logger - INFO - 跳过指标 美国:东海岸地区:炼油厂的投入与使用情况:开工率:四周均值 2024-11-19 14:01:18,629 - my_logger - INFO - 跳过指标 美国:炼油厂的投入与使用情况:开工率:四周均值 2024-11-19 14:01:18,835 - my_logger - INFO - 跳过指标 美国:洛基山地区:炼油厂的投入与使用情况:开工率:四周均值 2024-11-19 14:01:19,019 - my_logger - INFO - 跳过指标 美国:墨西哥湾沿岸:炼油厂的投入与使用情况:开工率:四周均值 2024-11-19 14:01:19,199 - my_logger - INFO - 跳过指标 美国:西海岸地区:炼油厂的投入与使用情况:开工率:四周均值 2024-11-19 14:01:19,382 - my_logger - INFO - 跳过指标 美国:中西部地区:炼油厂的投入与使用情况:开工率:四周均值 2024-11-19 14:01:20,343 - my_logger - INFO - 跳过指标 中国航班执行数/7DMA 2024-11-19 14:01:20,806 - my_logger - INFO - 跳过指标 美国汽油表需（周度）1周环差负值 2024-11-19 14:01:20,807 - my_logger - INFO - 跳过指标 美国汽油表需（周度）1周环差 2024-11-19 14:01:21,051 - my_logger - INFO - 跳过指标 美国汽油产量（周度）1周环差 2024-11-19 14:01:22,271 - my_logger - INFO - 跳过指标 美国原油周度表需/4WMA 2024-11-19 14:01:22,272 - my_logger - INFO - 跳过指标 美国油品表需/4WMA 2024-11-19 14:01:22,273 - my_logger - INFO - 跳过指标 美国油品表需4周环差 2024-11-19 14:01:22,493 - my_logger - INFO - 跳过指标 道琼斯旅游与休闲/标普500 2024-11-19 14:01:22,493 - my_logger - INFO - 跳过指标 DOE-柴油产量1周环差 2024-11-19 14:01:22,494 - my_logger - INFO - 跳过指标 DOE-美国汽油产量1周环差 2024-11-19 14:01:22,494 - my_logger - INFO - 跳过指标 美国航煤表需一周环差负值 2024-11-19 14:01:22,495 - my_logger - INFO - 跳过指标 美国馏分油表需一周环差负值 2024-11-19 14:01:22,495 - my_logger - INFO - 跳过指标 美国汽油表需一周环差负值 2024-11-19 14:01:22,496 - my_logger - INFO - 跳过指标 欧洲汽油裂差 2024-11-19 14:01:22,496 - my_logger - INFO - 跳过指标 欧洲柴油裂差 2024-11-19 14:01:22,858 - my_logger - INFO - 跳过指标 中国主营炼厂产能利用率1周环差 2024-11-19 14:01:23,359 - my_logger - INFO - 跳过指标 美国零售拥堵指数（周环比）/3WMA 2024-11-19 14:01:23,360 - my_logger - INFO - 跳过指标 美国炼厂原油输入量1周环差 2024-11-19 14:01:24,507 - my_logger - INFO - 跳过指标 美国炼厂原油输入量4周均值 2024-11-19 14:01:25,690 - my_logger - INFO - 跳过指标 美国柴油期货裂差 2024-11-19 14:01:25,691 - my_logger - INFO - 跳过指标 美国墨西哥湾柴油裂差 2024-11-19 14:01:25,805 - my_logger - INFO - 跳过指标 美国纽约港柴油裂差 2024-11-19 14:01:25,805 - my_logger - INFO - 跳过指标 欧洲柴油期货裂差 2024-11-19 14:01:25,806 - my_logger - INFO - 跳过指标 西北欧轻柴油裂差 2024-11-19 14:01:25,806 - my_logger - INFO - 跳过指标 新加坡柴油裂差 2024-11-19 14:01:25,807 - my_logger - INFO - 跳过指标 美国汽油期货裂差 2024-11-19 14:01:25,807 - my_logger - INFO - 跳过指标 美国墨西哥湾汽油裂差 2024-11-19 14:01:25,808 - my_logger - INFO - 跳过指标 美国纽约港汽油裂差 2024-11-19 14:01:25,809 - my_logger - INFO - 跳过指标 欧洲鹿特丹汽油裂差 2024-11-19 14:01:25,809 - my_logger - INFO - 跳过指标 新加坡汽油裂差 2024-11-19 14:01:28,711 - my_logger - INFO - 跳过指标 美国汽柴航煤4周平均表需 2024-11-19 14:01:30,537 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA5日环差/65DMA 2024-11-19 14:01:30,538 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA5日环差/65DMA 2024-11-19 14:01:30,539 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/65DMA 2024-11-19 14:01:30,539 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/65DMA 2024-11-19 14:01:30,540 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA5日环差 2024-11-19 14:01:30,540 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA5日环差 2024-11-19 14:01:30,541 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA 2024-11-19 14:01:30,541 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA 2024-11-19 14:01:33,715 - my_logger - INFO - 跳过指标 Brent连1合约价格/2DMA 2024-11-19 14:01:33,716 - my_logger - INFO - 跳过指标 Brent连1合约价格/7DMA 2024-11-19 14:01:33,716 - my_logger - INFO - 跳过指标 Brent连1合约价格/23DMA 2024-11-19 14:01:33,717 - my_logger - INFO - 跳过指标 库欣原油库存超季节性/5年拟合残差/WTI c1-c6 2024-11-19 14:01:33,717 - my_logger - INFO - 跳过指标 Brent连1合约价格/5DMA 2024-11-19 14:01:33,717 - my_logger - INFO - 跳过指标 Brent c1-c2超季节性/3年 2024-11-19 14:01:33,718 - my_logger - INFO - 跳过指标 PP主力收盘价拟合残差/期货收盘价（活跃）：布伦特原油 2024-11-19 14:01:33,718 - my_logger - INFO - 跳过指标 Brent连1合约价格/11DMA 2024-11-19 14:01:33,718 - my_logger - INFO - 跳过指标 山东地炼柴油裂解价差拟合残差/期货结算价（活跃）：布伦特原油 2024-11-19 14:01:33,719 - my_logger - INFO - 跳过指标 山东地炼汽油裂解价差拟合残差/ 2024-11-19 14:01:33,719 - my_logger - INFO - 跳过指标 原油(中国胜利)拟合残差/布伦特原油 2024-11-19 14:01:33,720 - my_logger - INFO - 跳过指标 Brent连1合约价格/21DMA 2024-11-19 14:01:33,720 - my_logger - INFO - 跳过指标 Brent连1合约价格/14DMA 2024-11-19 14:01:33,721 - my_logger - INFO - 跳过指标 Brent连1合约价格/15DMA 2024-11-19 14:01:33,721 - my_logger - INFO - 跳过指标 Brent连1-连12 2024-11-19 14:01:40,824 - my_logger - INFO - 跳过指标 WTI c1-c36 2024-11-19 14:01:40,825 - my_logger - INFO - 跳过指标 WTI c1-c24 2024-11-19 14:01:40,826 - my_logger - INFO - 跳过指标 WTI c1-c12 2024-11-19 14:01:43,007 - my_logger - INFO - 跳过指标 Brent c1-c36 2024-11-19 14:01:43,007 - my_logger - INFO - 跳过指标 Brent c1-c24 2024-11-19 14:01:43,008 - my_logger - INFO - 跳过指标 Brent c1-c12 2024-11-19 14:01:46,501 - my_logger - INFO - 跳过指标 Brent连1合约价格1日环差 2024-11-19 14:01:46,502 - my_logger - INFO - 跳过指标 Brent连1合约价格1日环比 2024-11-19 14:01:46,502 - my_logger - INFO - 跳过指标 WTI连1合约价格拟合残差/美国标普500指数 2024-11-19 14:01:46,927 - my_logger - INFO - 跳过指标 Dubai连2合约价格 2024-11-19 14:01:46,927 - my_logger - INFO - 跳过指标 Dubai连4合约价格 2024-11-19 14:01:47,304 - my_logger - INFO - 跳过指标 美国RBOB期货2212月份合约价格 2024-11-19 14:01:47,305 - my_logger - INFO - 跳过指标 美国RBOB期货2301月份合约价格 2024-11-19 14:01:47,306 - my_logger - INFO - 跳过指标 美国RBOB期货2306月份合约价格 2024-11-19 14:01:48,852 - my_logger - INFO - 跳过指标 Dubai连7合约价格 2024-11-19 14:01:48,853 - my_logger - INFO - 跳过指标 Dubai连9合约价格 2024-11-19 14:01:48,854 - my_logger - INFO - 跳过指标 迪拜连7-连9月差 2024-11-19 14:01:49,798 - my_logger - INFO - 跳过指标 Brent连2 2024-11-19 14:01:49,799 - my_logger - INFO - 跳过指标 WTI连2合约价格 2024-11-19 14:01:50,606 - my_logger - INFO - 跳过指标 WTI连4合约价格 2024-11-19 14:01:51,335 - my_logger - INFO - 跳过指标 Brent连4合约价格 2024-11-19 14:01:52,623 - my_logger - INFO - 跳过指标 WTI连7合约价格 2024-11-19 14:01:52,846 - my_logger - INFO - 跳过指标 WTI连12合约价格 2024-11-19 14:01:53,192 - my_logger - INFO - 跳过指标 布伦特连24合约价格 2024-11-19 14:01:53,666 - my_logger - INFO - 跳过指标 Brent连6合约价格 2024-11-19 14:01:53,667 - my_logger - INFO - 跳过指标 Brent连12合约价格 2024-11-19 14:01:53,668 - my_logger - INFO - 跳过指标 Brent连9合约 2024-11-19 14:01:53,668 - my_logger - INFO - 跳过指标 brent连3合约 2024-11-19 14:01:53,669 - my_logger - INFO - 跳过指标 Brent连5 2024-11-19 14:01:53,669 - my_logger - INFO - 跳过指标 Brent连10合约 2024-11-19 14:01:53,670 - my_logger - INFO - 跳过指标 Brent连11合约 2024-11-19 14:01:53,670 - my_logger - INFO - 跳过指标 WTI连3合约价格 2024-11-19 14:01:53,671 - my_logger - INFO - 跳过指标 Brent 连7合约价格 2024-11-19 14:01:53,671 - my_logger - INFO - 跳过指标 Brent连8合约价格 2024-11-19 14:01:53,672 - my_logger - INFO - 跳过指标 Brent连13 2024-11-19 14:01:54,156 - my_logger - INFO - 跳过指标 ICE Brent c15 2024-11-19 14:01:54,157 - my_logger - INFO - 跳过指标 ICE Brent c16 2024-11-19 14:01:54,158 - my_logger - INFO - 跳过指标 ICE Brent c17 2024-11-19 14:01:54,158 - my_logger - INFO - 跳过指标 ICE Brent c18 2024-11-19 14:01:54,159 - my_logger - INFO - 跳过指标 ICE Brent c19 2024-11-19 14:01:54,159 - my_logger - INFO - 跳过指标 ICE Brent c20 2024-11-19 14:01:54,397 - my_logger - INFO - 跳过指标 ICE Brent c21 2024-11-19 14:01:54,399 - my_logger - INFO - 跳过指标 ICE Brent c22 2024-11-19 14:01:54,399 - my_logger - INFO - 跳过指标 ICE Brent c23 2024-11-19 14:01:54,400 - my_logger - INFO - 跳过指标 ICE Brent c25 2024-11-19 14:01:54,400 - my_logger - INFO - 跳过指标 ICE Brent c26 2024-11-19 14:01:54,401 - my_logger - INFO - 跳过指标 ICE Brent c27 2024-11-19 14:01:54,401 - my_logger - INFO - 跳过指标 ICE Brent c28 2024-11-19 14:01:54,401 - my_logger - INFO - 跳过指标 ICE Brent c29 2024-11-19 14:01:54,402 - my_logger - INFO - 跳过指标 ICE Brent c30 2024-11-19 14:01:54,402 - my_logger - INFO - 跳过指标 ICE Brent c31 2024-11-19 14:01:54,403 - my_logger - INFO - 跳过指标 ICE Brent c32 2024-11-19 14:01:54,403 - my_logger - INFO - 跳过指标 ICE Brent c33 2024-11-19 14:01:54,404 - my_logger - INFO - 跳过指标 ICE Brent c34 2024-11-19 14:01:54,404 - my_logger - INFO - 跳过指标 ICE Brent c35 2024-11-19 14:01:54,405 - my_logger - INFO - 跳过指标 ICE Brent c36 2024-11-19 14:01:55,156 - my_logger - INFO - 跳过指标 NYMWX WTI c6 2024-11-19 14:01:55,157 - my_logger - INFO - 跳过指标 NYMWX WTI c8 2024-11-19 14:01:55,157 - my_logger - INFO - 跳过指标 NYMWX WTI c9 2024-11-19 14:01:55,159 - my_logger - INFO - 跳过指标 NYMWX WTI c10 2024-11-19 14:01:55,159 - my_logger - INFO - 跳过指标 NYMWX WTI c11 2024-11-19 14:01:55,160 - my_logger - INFO - 跳过指标 NYMWX WTI c13 2024-11-19 14:01:55,160 - my_logger - INFO - 跳过指标 NYMWX WTI c14 2024-11-19 14:01:55,161 - my_logger - INFO - 跳过指标 NYMWX WTI c15 2024-11-19 14:01:55,161 - my_logger - INFO - 跳过指标 NYMWX WTI c16 2024-11-19 14:01:55,162 - my_logger - INFO - 跳过指标 NYMWX WTI c17 2024-11-19 14:01:55,162 - my_logger - INFO - 跳过指标 NYMWX WTI c18 2024-11-19 14:01:55,163 - my_logger - INFO - 跳过指标 NYMWX WTI c19 2024-11-19 14:01:55,163 - my_logger - INFO - 跳过指标 NYMWX WTI c20 2024-11-19 14:01:55,163 - my_logger - INFO - 跳过指标 NYMWX WTI c21 2024-11-19 14:01:55,164 - my_logger - INFO - 跳过指标 NYMWX WTI c22 2024-11-19 14:01:55,164 - my_logger - INFO - 跳过指标 NYMWX WTI c23 2024-11-19 14:01:55,165 - my_logger - INFO - 跳过指标 NYMWX WTI c25 2024-11-19 14:01:55,165 - my_logger - INFO - 跳过指标 NYMWX WTI c26 2024-11-19 14:01:55,166 - my_logger - INFO - 跳过指标 NYMWX WTI c27 2024-11-19 14:01:55,167 - my_logger - INFO - 跳过指标 NYMWX WTI c28 2024-11-19 14:01:55,167 - my_logger - INFO - 跳过指标 NYMWX WTI c29 2024-11-19 14:01:55,168 - my_logger - INFO - 跳过指标 NYMWX WTI c30 2024-11-19 14:01:55,168 - my_logger - INFO - 跳过指标 NYMWX WTI c31 2024-11-19 14:01:55,168 - my_logger - INFO - 跳过指标 NYMWX WTI c32 2024-11-19 14:01:55,169 - my_logger - INFO - 跳过指标 NYMWX WTI c33 2024-11-19 14:01:55,170 - my_logger - INFO - 跳过指标 NYMWX WTI c34 2024-11-19 14:01:55,171 - my_logger - INFO - 跳过指标 NYMWX WTI c35 2024-11-19 14:01:55,171 - my_logger - INFO - 跳过指标 NYMWX WTI c36 2024-11-19 14:01:55,403 - my_logger - INFO - 跳过指标 INE SC c2 2024-11-19 14:01:55,404 - my_logger - INFO - 跳过指标 INE SC c3 2024-11-19 14:01:55,404 - my_logger - INFO - 跳过指标 INE SC c4 2024-11-19 14:01:55,405 - my_logger - INFO - 跳过指标 INE SC c5 2024-11-19 14:01:55,405 - my_logger - INFO - 跳过指标 INE SC c6 2024-11-19 14:01:55,406 - my_logger - INFO - 跳过指标 INE SC c7 2024-11-19 14:01:55,406 - my_logger - INFO - 跳过指标 INE SC c8 2024-11-19 14:01:55,407 - my_logger - INFO - 跳过指标 INE SC c9 2024-11-19 14:01:55,407 - my_logger - INFO - 跳过指标 INE SC c10 2024-11-19 14:01:55,408 - my_logger - INFO - 跳过指标 INE SC c11 2024-11-19 14:01:55,408 - my_logger - INFO - 跳过指标 INE SC c12 2024-11-19 14:01:55,409 - my_logger - INFO - 跳过指标 INE SC c13 2024-11-19 14:01:55,409 - my_logger - INFO - 跳过指标 INE SC c14 2024-11-19 14:01:55,409 - my_logger - INFO - 跳过指标 INE SC c15 2024-11-19 14:01:55,410 - my_logger - INFO - 跳过指标 INE SC c16 2024-11-19 14:01:55,410 - my_logger - INFO - 跳过指标 INE SC c17 2024-11-19 14:01:55,411 - my_logger - INFO - 跳过指标 INE SC c18 2024-11-19 14:01:55,411 - my_logger - INFO - 跳过指标 INE SC c19 2024-11-19 14:01:55,412 - my_logger - INFO - 跳过指标 INE SC c20 2024-11-19 14:01:55,412 - my_logger - INFO - 跳过指标 EFS c1 2024-11-19 14:01:55,413 - my_logger - INFO - 跳过指标 EFS c2 2024-11-19 14:01:55,413 - my_logger - INFO - 跳过指标 EFS c3 2024-11-19 14:01:55,414 - my_logger - INFO - 跳过指标 EFS c4 2024-11-19 14:01:55,415 - my_logger - INFO - 跳过指标 EFS c5 2024-11-19 14:01:55,415 - my_logger - INFO - 跳过指标 EFS c6 2024-11-19 14:01:55,416 - my_logger - INFO - 跳过指标 Dubai Swap c15 2024-11-19 14:01:55,416 - my_logger - INFO - 跳过指标 Dubai Swap c16 2024-11-19 14:01:55,417 - my_logger - INFO - 跳过指标 Dubai Swap c17 2024-11-19 14:01:55,417 - my_logger - INFO - 跳过指标 Dubai Swap c18 2024-11-19 14:01:55,417 - my_logger - INFO - 跳过指标 Dubai Swap c19 2024-11-19 14:01:55,419 - my_logger - INFO - 跳过指标 Dubai Swap c20 2024-11-19 14:01:55,419 - my_logger - INFO - 跳过指标 Dubai Swap c21 2024-11-19 14:01:55,419 - my_logger - INFO - 跳过指标 Dubai Swap c22 2024-11-19 14:01:55,606 - my_logger - INFO - 跳过指标 Oman Swap c2 2024-11-19 14:01:55,607 - my_logger - INFO - 跳过指标 Oman Swap c3 2024-11-19 14:01:55,607 - my_logger - INFO - 跳过指标 Oman Swap c4 2024-11-19 14:01:55,608 - my_logger - INFO - 跳过指标 Oman Swap c5 2024-11-19 14:01:55,608 - my_logger - INFO - 跳过指标 Oman Swap c6 2024-11-19 14:01:55,609 - my_logger - INFO - 跳过指标 Oman Swap c7 2024-11-19 14:01:55,609 - my_logger - INFO - 跳过指标 Oman Swap c8 2024-11-19 14:01:55,609 - my_logger - INFO - 跳过指标 Oman Swap c9 2024-11-19 14:01:55,610 - my_logger - INFO - 跳过指标 Oman Swap c10 2024-11-19 14:01:55,610 - my_logger - INFO - 跳过指标 Oman Swap c11 2024-11-19 14:01:55,611 - my_logger - INFO - 跳过指标 Oman Swap c12 2024-11-19 14:01:55,611 - my_logger - INFO - 跳过指标 Oman Swap c13 2024-11-19 14:01:55,612 - my_logger - INFO - 跳过指标 Oman Swap c14 2024-11-19 14:01:55,612 - my_logger - INFO - 跳过指标 Oman Swap c15 2024-11-19 14:01:55,613 - my_logger - INFO - 跳过指标 Oman Swap c16 2024-11-19 14:01:55,613 - my_logger - INFO - 跳过指标 Oman Swap c17 2024-11-19 14:01:55,614 - my_logger - INFO - 跳过指标 Oman Swap c18 2024-11-19 14:01:55,614 - my_logger - INFO - 跳过指标 Oman Swap c19 2024-11-19 14:01:55,614 - my_logger - INFO - 跳过指标 Oman Swap c20 2024-11-19 14:01:55,615 - my_logger - INFO - 跳过指标 Oman Swap c21 2024-11-19 14:01:55,615 - my_logger - INFO - 跳过指标 Oman Swap c22 2024-11-19 14:01:55,616 - my_logger - INFO - 跳过指标 Oman Swap c23 2024-11-19 14:01:55,616 - my_logger - INFO - 跳过指标 Oman Swap c24 2024-11-19 14:01:55,617 - my_logger - INFO - 跳过指标 Oman Swap c25 2024-11-19 14:01:55,618 - my_logger - INFO - 跳过指标 Oman Swap c26 2024-11-19 14:01:55,619 - my_logger - INFO - 跳过指标 Oman Swap c27 2024-11-19 14:01:55,620 - my_logger - INFO - 跳过指标 Oman Swap c28 2024-11-19 14:01:55,621 - my_logger - INFO - 跳过指标 Oman Swap c29 2024-11-19 14:01:55,622 - my_logger - INFO - 跳过指标 Oman Swap c30 2024-11-19 14:01:55,622 - my_logger - INFO - 跳过指标 Oman Swap c31 2024-11-19 14:01:55,623 - my_logger - INFO - 跳过指标 Oman Swap c32 2024-11-19 14:01:55,623 - my_logger - INFO - 跳过指标 Oman Swap c33 2024-11-19 14:01:55,624 - my_logger - INFO - 跳过指标 Oman Swap c34 2024-11-19 14:01:55,624 - my_logger - INFO - 跳过指标 Oman Swap c35 2024-11-19 14:01:55,625 - my_logger - INFO - 跳过指标 Oman Swap c36 2024-11-19 14:01:55,625 - my_logger - INFO - 跳过指标 Oman Swap c37 2024-11-19 14:01:55,626 - my_logger - INFO - 跳过指标 Oman Swap c38 2024-11-19 14:01:56,063 - my_logger - INFO - 跳过指标 DME Oman c2 2024-11-19 14:01:56,064 - my_logger - INFO - 跳过指标 DME Oman c3 2024-11-19 14:01:56,065 - my_logger - INFO - 跳过指标 DME Oman c4 2024-11-19 14:01:56,065 - my_logger - INFO - 跳过指标 DME Oman c5 2024-11-19 14:01:56,066 - my_logger - INFO - 跳过指标 DME Oman c6 2024-11-19 14:01:56,262 - my_logger - INFO - 跳过指标 Murban Futures c2 2024-11-19 14:01:56,263 - my_logger - INFO - 跳过指标 Murban Futures c3 2024-11-19 14:01:56,264 - my_logger - INFO - 跳过指标 Murban Futures c4 2024-11-19 14:01:56,264 - my_logger - INFO - 跳过指标 Murban Futures c5 2024-11-19 14:01:56,264 - my_logger - INFO - 跳过指标 Murban Futures c6 2024-11-19 14:02:04,747 - my_logger - INFO - 跳过指标 EFS c1-c2 2024-11-19 14:02:04,748 - my_logger - INFO - 跳过指标 TD3C 运费 c1-c2 2024-11-19 14:02:06,923 - my_logger - INFO - 跳过指标 SC c1-c2/7DMA 2024-11-19 14:02:07,081 - my_logger - INFO - 跳过指标 美国柴油裂差-美国汽油裂差 2024-11-19 14:02:07,082 - my_logger - INFO - 跳过指标 Brent c1-c2 (结算) 2024-11-19 14:02:12,039 - my_logger - INFO - 跳过指标 Brent c1-c2 (结算B) 2024-11-19 14:02:12,279 - my_logger - INFO - 跳过指标 WTI c1-c2 (结算B) 2024-11-19 14:02:12,519 - my_logger - INFO - 跳过指标 DME Oman c1 02:30收盘价预估 2024-11-19 14:02:12,520 - my_logger - INFO - 跳过指标 DME Oman c2 02:30收盘价预估 2024-11-19 14:02:12,985 - my_logger - INFO - 跳过指标 Brent连1合约价格/12DMA 2024-11-19 14:02:15,297 - my_logger - INFO - 跳过指标 美国成品车用汽油库存1周环差 2024-11-19 14:02:15,298 - my_logger - INFO - 跳过指标 美国PADD1原油库存1周环差 2024-11-19 14:02:15,298 - my_logger - INFO - 跳过指标 美国PADD3原油库存1周环差 2024-11-19 14:02:15,299 - my_logger - INFO - 跳过指标 美国PADD2原油库存1周环差 2024-11-19 14:02:15,299 - my_logger - INFO - 跳过指标 美国PADD5原油库存1周环差 2024-11-19 14:02:15,300 - my_logger - INFO - 跳过指标 美国PADD4原油库存1周环差 2024-11-19 14:02:17,341 - my_logger - INFO - 跳过指标 库欣原油库存1周环差 2024-11-19 14:02:17,578 - my_logger - INFO - 跳过指标 美国战略储备原油库存1周环差 2024-11-19 14:02:17,578 - my_logger - INFO - 跳过指标 美国商业原油库存1周环差 2024-11-19 14:02:23,230 - my_logger - INFO - 跳过指标 中东原油成本+运费 2024-11-19 14:02:25,212 - my_logger - INFO - 跳过指标 Brent原油现货价格/8DMA 2024-11-19 14:02:25,213 - my_logger - INFO - 跳过指标 现货价:原油:英国布伦特Dtd/8DMA 2024-11-19 14:02:53,158 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/Brent 连2-连3 2024-11-19 14:02:53,158 - my_logger - INFO - 跳过指标 BrentC1-C21日环差 2024-11-19 14:03:05,252 - my_logger - INFO - 跳过指标 OMAN原油中质远期现货DES价30DMA 2024-11-19 14:03:07,127 - my_logger - INFO - 跳过指标 VLCC原油运价（中东至日本） 2024-11-19 14:03:12,767 - my_logger - INFO - 跳过指标 中东-中国原油运费 2024-11-19 14:03:16,817 - my_logger - INFO - 跳过指标 波斯湾到中国VLCC原油运费（美元/天） 2024-11-19 14:03:16,817 - my_logger - INFO - 跳过指标 波斯湾到新加坡VLCC油轮运费 2024-11-19 14:03:19,371 - my_logger - INFO - 跳过指标 原油波动率 2024-11-19 14:03:29,809 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/DFL 2024-11-19 14:03:30,611 - my_logger - INFO - 跳过指标 SC c3-阿曼到岸入罐成本/7DMA 2024-11-19 14:03:41,024 - my_logger - INFO - 跳过指标 美国汽油净进口（周度）1周环差 2024-11-19 14:03:41,491 - my_logger - INFO - 跳过指标 美国代表性页岩油公司股价 2024-11-19 14:03:41,753 - my_logger - INFO - 跳过指标 美国国内周度原油产量1周环差 2024-11-19 14:03:41,753 - my_logger - INFO - 跳过指标 EIA周度NGL产量同比 2024-11-19 14:03:41,754 - my_logger - INFO - 跳过指标 美国原油活跃钻机数同比 2024-11-19 14:03:41,898 - my_logger - INFO - 跳过指标 原油：主营炼厂：产能利用率：中国（周）日度变频 2024-11-19 14:03:42,188 - my_logger - INFO - 跳过指标 美国原油周度调整项/4WMA 2024-11-19 14:03:42,189 - my_logger - INFO - 跳过指标 美国FCC装置检修量 2024-11-19 14:03:42,190 - my_logger - INFO - 跳过指标 美国VDU装置检修量 2024-11-19 14:03:42,436 - my_logger - INFO - 跳过指标 美国炼厂CDU装置检修量 2024-11-19 14:03:42,436 - my_logger - INFO - 跳过指标 美国炼厂部分装置检修量 2024-11-19 14:03:42,581 - my_logger - INFO - 跳过指标 俄罗斯CDU装置检修量 2024-11-19 14:03:42,819 - my_logger - INFO - 跳过指标 法国CDU检修量 2024-11-19 14:03:42,820 - my_logger - INFO - 跳过指标 法国CDU检修量/7DMA 2024-11-19 14:03:42,821 - my_logger - INFO - 跳过指标 法国CDU检修量超季节性/5年 2024-11-19 14:03:43,014 - my_logger - INFO - 跳过指标 美国FCC装置检修量超季节性/3年 2024-11-19 14:03:43,014 - my_logger - INFO - 跳过指标 西北欧FCC装置检修量 2024-11-19 14:03:43,016 - my_logger - INFO - 跳过指标 西北欧FCC装置检修量/7DMA 2024-11-19 14:03:43,016 - my_logger - INFO - 跳过指标 西北欧加氢裂化装置检修量 2024-11-19 14:03:43,017 - my_logger - INFO - 跳过指标 西北欧加氢裂化装置检修量/7DMA 2024-11-19 14:03:43,017 - my_logger - INFO - 跳过指标 美国FCC装置检修量/7DMA 2024-11-19 14:03:43,018 - my_logger - INFO - 跳过指标 美国炼厂CDU装置检修量超季节性/3年 2024-11-19 14:03:43,018 - my_logger - INFO - 跳过指标 中国CDU检修量 2024-11-19 14:03:43,490 - my_logger - INFO - 跳过指标 全球加氢装置检修（千桶/日） 2024-11-19 14:03:43,491 - my_logger - INFO - 跳过指标 全球重整装置检修（千桶/日） 2024-11-19 14:03:43,491 - my_logger - INFO - 跳过指标 全球CDU装置检修（千桶/日） 2024-11-19 14:03:44,532 - my_logger - INFO - 跳过指标 西北欧CDU装置检修量 2024-11-19 14:03:44,532 - my_logger - INFO - 跳过指标 地中海国家CDU装置检修量 2024-11-19 14:03:44,533 - my_logger - INFO - 跳过指标 东欧CDU装置检修量 2024-11-19 14:03:44,533 - my_logger - INFO - 跳过指标 欧洲CDU装置检修量 2024-11-19 14:03:49,297 - my_logger - INFO - 跳过指标 美国原油活跃钻机数1周环差 2024-11-19 14:03:50,605 - my_logger - INFO - 跳过指标 页岩油公司EOG 股价 2024-11-19 14:03:50,606 - my_logger - INFO - 跳过指标 康菲石油公司股价 2024-11-19 14:03:50,606 - my_logger - INFO - 跳过指标 Pioneer公司股价 2024-11-19 14:03:50,606 - my_logger - INFO - 跳过指标 HESS公司股价 2024-11-19 14:03:50,606 - my_logger - INFO - 跳过指标 西方石油公司股价 2024-11-19 14:03:50,608 - my_logger - INFO - 跳过指标 Coterra公司股价 2024-11-19 14:03:50,608 - my_logger - INFO - 跳过指标 Concho Resources 公司股价 2024-11-19 14:03:50,609 - my_logger - INFO - 跳过指标 Black Stone Minerals LP股价 2024-11-19 14:03:50,609 - my_logger - INFO - 跳过指标 Continental Resources Inc股价 2024-11-19 14:03:50,609 - my_logger - INFO - 跳过指标 Diamondback Energy Inc股价 2024-11-19 14:03:51,105 - my_logger - INFO - 跳过指标 戴文能源股价 2024-11-19 14:03:52,283 - my_logger - INFO - 跳过指标 亚洲主要国家4周平均原油海运进口合计 2024-11-19 14:03:52,284 - my_logger - INFO - 跳过指标 DOE-航煤净进口1周环差 2024-11-19 14:03:52,284 - my_logger - INFO - 跳过指标 DOE-美国馏分燃料油净进口1周环差 2024-11-19 14:03:52,285 - my_logger - INFO - 跳过指标 DOE-美国汽油净进口1周环差 2024-11-19 14:03:52,285 - my_logger - INFO - 跳过指标 美国原油周度净进口1周环差 2024-11-19 14:03:53,918 - my_logger - INFO - 跳过指标 美国原油总出口4周平均 2024-11-19 14:03:54,940 - my_logger - INFO - 跳过指标 中东至中国原油运费 2024-11-19 14:03:56,342 - my_logger - INFO - 跳过指标 DoC4周平均原油海运出口 2024-11-19 14:03:56,342 - my_logger - INFO - 跳过指标 FSU-阿塞拜疆4周平均原油海运出口 2024-11-19 14:03:56,343 - my_logger - INFO - 跳过指标 FSU-俄罗斯4周平均原油海运出口 2024-11-19 14:03:56,343 - my_logger - INFO - 跳过指标 FSU-哈萨克斯坦4周平均原油海运出口 2024-11-19 14:03:56,344 - my_logger - INFO - 跳过指标 FSU-土库曼斯坦4周平均原油海运出口 2024-11-19 14:03:56,344 - my_logger - INFO - 跳过指标 Non-OPEC DoC4周平均原油海运出口 2024-11-19 14:03:56,345 - my_logger - INFO - 跳过指标 OPEC4周平均原油海运出口 2024-11-19 14:03:56,345 - my_logger - INFO - 跳过指标 OPEC豁免国4周平均原油海运出口 2024-11-19 14:03:56,345 - my_logger - INFO - 跳过指标 OPEC减产国4周平均原油海运出口 2024-11-19 14:03:56,346 - my_logger - INFO - 跳过指标 北非-阿尔及利亚4周平均原油海运出口 2024-11-19 14:03:56,346 - my_logger - INFO - 跳过指标 北非-埃及4周平均原油海运出口 2024-11-19 14:03:56,346 - my_logger - INFO - 跳过指标 北非-利比亚4周平均原油海运出口 2024-11-19 14:03:56,348 - my_logger - INFO - 跳过指标 北非-苏丹4周平均原油海运出口 2024-11-19 14:03:56,348 - my_logger - INFO - 跳过指标 北美-加拿大4周平均原油海运出口 2024-11-19 14:03:56,349 - my_logger - INFO - 跳过指标 北美-美国4周平均原油海运出口 2024-11-19 14:03:56,349 - my_logger - INFO - 跳过指标 拉美-阿根廷4周平均原油海运出口 2024-11-19 14:03:56,350 - my_logger - INFO - 跳过指标 拉美-巴拿马4周平均原油海运出口 2024-11-19 14:03:56,350 - my_logger - INFO - 跳过指标 拉美-巴西4周平均原油海运出口 2024-11-19 14:03:56,350 - my_logger - INFO - 跳过指标 拉美-多巴哥岛4周平均原油海运出口 2024-11-19 14:03:56,351 - my_logger - INFO - 跳过指标 拉美-厄瓜多尔4周平均原油海运出口 2024-11-19 14:03:56,351 - my_logger - INFO - 跳过指标 拉美-哥伦比亚4周平均原油海运出口 2024-11-19 14:03:56,352 - my_logger - INFO - 跳过指标 拉美-圭亚那4周平均原油海运出口 2024-11-19 14:03:56,352 - my_logger - INFO - 跳过指标 拉美-墨西哥4周平均原油海运出口 2024-11-19 14:03:56,353 - my_logger - INFO - 跳过指标 拉美-委内瑞拉4周平均原油海运出口 2024-11-19 14:03:56,354 - my_logger - INFO - 跳过指标 欧洲-挪威4周平均原油海运出口 2024-11-19 14:03:56,354 - my_logger - INFO - 跳过指标 欧洲-英国4周平均原油海运出口 2024-11-19 14:03:56,355 - my_logger - INFO - 跳过指标 西非-安哥拉4周平均原油海运出口 2024-11-19 14:03:56,355 - my_logger - INFO - 跳过指标 西非-几内亚4周平均原油海运出口 2024-11-19 14:03:56,356 - my_logger - INFO - 跳过指标 西非-加纳4周平均原油海运出口 2024-11-19 14:03:56,356 - my_logger - INFO - 跳过指标 西非-尼日利亚4周平均原油海运出口 2024-11-19 14:03:56,357 - my_logger - INFO - 跳过指标 亚太-澳大利亚4周平均原油海运出口 2024-11-19 14:03:56,357 - my_logger - INFO - 跳过指标 亚太-马来西亚4周平均原油海运出口 2024-11-19 14:03:56,357 - my_logger - INFO - 跳过指标 亚太-文莱4周平均原油海运出口 2024-11-19 14:03:56,357 - my_logger - INFO - 跳过指标 亚太-印尼4周平均原油海运出口 2024-11-19 14:03:56,358 - my_logger - INFO - 跳过指标 中东-阿联酋4周平均原油海运出口 2024-11-19 14:03:56,358 - my_logger - INFO - 跳过指标 中东-阿曼4周平均原油海运出口 2024-11-19 14:03:56,359 - my_logger - INFO - 跳过指标 中东-巴林4周平均原油海运出口 2024-11-19 14:03:56,359 - my_logger - INFO - 跳过指标 中东-卡塔尔4周平均原油海运出口 2024-11-19 14:03:56,360 - my_logger - INFO - 跳过指标 中东-科威特4周平均原油海运出口 2024-11-19 14:03:56,360 - my_logger - INFO - 跳过指标 中东-沙特4周平均原油海运出口 2024-11-19 14:03:56,361 - my_logger - INFO - 跳过指标 中东-也门4周平均原油海运出口 2024-11-19 14:03:56,361 - my_logger - INFO - 跳过指标 中东-伊拉克4周平均原油海运出口 2024-11-19 14:03:56,362 - my_logger - INFO - 跳过指标 中东-伊朗4周平均原油海运出口 2024-11-19 14:03:56,362 - my_logger - INFO - 跳过指标 中西非-刚果布4周平均原油海运出口 2024-11-19 14:03:56,363 - my_logger - INFO - 跳过指标 中西非-加蓬4周平均原油海运出口 2024-11-19 14:03:56,363 - my_logger - INFO - 跳过指标 中西非-喀麦隆4周平均原油海运出口 2024-11-19 14:03:56,363 - my_logger - INFO - 跳过指标 中国4周平均原油海运进口 2024-11-19 14:03:56,364 - my_logger - INFO - 跳过指标 印度4周平均原油海运进口 2024-11-19 14:03:56,364 - my_logger - INFO - 跳过指标 韩国4周平均原油海运进口 2024-11-19 14:03:56,365 - my_logger - INFO - 跳过指标 日本4周平均原油海运进口 2024-11-19 14:03:56,365 - my_logger - INFO - 跳过指标 新加坡4周平均原油海运进口 2024-11-19 14:03:56,366 - my_logger - INFO - 跳过指标 泰国4周平均原油海运进口 2024-11-19 14:03:56,366 - my_logger - INFO - 跳过指标 中国台湾4周平均原油海运进口 2024-11-19 14:03:56,367 - my_logger - INFO - 跳过指标 马来西亚4周平均原油海运进口 2024-11-19 14:03:56,367 - my_logger - INFO - 跳过指标 印尼4周平均原油海运进口 2024-11-19 14:03:56,368 - my_logger - INFO - 跳过指标 缅甸4周平均原油海运进口 2024-11-19 14:03:56,369 - my_logger - INFO - 跳过指标 越南4周平均原油海运进口 2024-11-19 14:03:56,369 - my_logger - INFO - 跳过指标 巴基斯坦4周平均原油海运进口 2024-11-19 14:03:56,369 - my_logger - INFO - 跳过指标 美国4周平均原油海运进口 2024-11-19 14:03:56,370 - my_logger - INFO - 跳过指标 加拿大4周平均原油海运进口 2024-11-19 14:03:56,371 - my_logger - INFO - 跳过指标 巴拿马4周平均原油海运进口 2024-11-19 14:03:56,371 - my_logger - INFO - 跳过指标 巴西4周平均原油海运进口 2024-11-19 14:03:56,371 - my_logger - INFO - 跳过指标 智利4周平均原油海运进口 2024-11-19 14:03:56,372 - my_logger - INFO - 跳过指标 意大利4周平均原油海运进口 2024-11-19 14:03:56,372 - my_logger - INFO - 跳过指标 荷兰4周平均原油海运进口 2024-11-19 14:03:56,373 - my_logger - INFO - 跳过指标 西班牙4周平均原油海运进口 2024-11-19 14:03:56,373 - my_logger - INFO - 跳过指标 法国4周平均原油海运进口 2024-11-19 14:03:56,374 - my_logger - INFO - 跳过指标 英国4周平均原油海运进口 2024-11-19 14:03:56,374 - my_logger - INFO - 跳过指标 希腊4周平均原油海运进口 2024-11-19 14:03:56,374 - my_logger - INFO - 跳过指标 德国4周平均原油海运进口 2024-11-19 14:03:56,375 - my_logger - INFO - 跳过指标 波兰4周平均原油海运进口 2024-11-19 14:03:56,375 - my_logger - INFO - 跳过指标 瑞典4周平均原油海运进口 2024-11-19 14:03:56,376 - my_logger - INFO - 跳过指标 葡萄牙4周平均原油海运进口 2024-11-19 14:03:56,376 - my_logger - INFO - 跳过指标 芬兰4周平均原油海运进口 2024-11-19 14:03:56,377 - my_logger - INFO - 跳过指标 立陶宛4周平均原油海运进口 2024-11-19 14:03:56,377 - my_logger - INFO - 跳过指标 罗马尼亚4周平均原油海运进口 2024-11-19 14:03:56,377 - my_logger - INFO - 跳过指标 埃及4周平均原油海运进口 2024-11-19 14:03:56,379 - my_logger - INFO - 跳过指标 土耳其4周平均原油海运进口 2024-11-19 14:03:56,379 - my_logger - INFO - 跳过指标 南非4周平均原油海运进口 2024-11-19 14:03:56,379 - my_logger - INFO - 跳过指标 以色列4周平均原油海运进口 2024-11-19 14:03:56,380 - my_logger - INFO - 跳过指标 阿联酋4周平均原油海运进口 2024-11-19 14:03:56,380 - my_logger - INFO - 跳过指标 澳大利亚4周平均原油海运进口 2024-11-19 14:04:08,949 - my_logger - INFO - 跳过指标 日本周度原油海运进口 2024-11-19 14:04:10,960 - my_logger - INFO - 跳过指标 中东-阿联酋周度原油海运出口/4WMA 2024-11-19 14:04:10,960 - my_logger - INFO - 跳过指标 中东-伊朗周度原油海运出口/4WMA 2024-11-19 14:04:10,961 - my_logger - INFO - 跳过指标 中东-卡塔尔周度原油海运出口/4WMA 2024-11-19 14:04:11,072 - my_logger - INFO - 跳过指标 Kpler-OPEC中东原油海运出口/4WMA 2024-11-19 14:04:11,072 - my_logger - INFO - 跳过指标 美国原油海运出口/4WMA 2024-11-19 14:04:11,073 - my_logger - INFO - 跳过指标 iraq/4WMA 2024-11-19 14:04:11,073 - my_logger - INFO - 跳过指标 Venezuela/4WMA 2024-11-19 14:04:11,074 - my_logger - INFO - 跳过指标 Kpler-沙特原油出口/4WMA 2024-11-19 14:04:11,074 - my_logger - INFO - 跳过指标 Kpler-OPEC原油海运出口/4WMA 2024-11-19 14:04:11,075 - my_logger - INFO - 跳过指标 Kpler-OPEC+原油海运出口/4WMA 2024-11-19 14:04:11,075 - my_logger - INFO - 跳过指标 Kpler-沙特原油出口 2024-11-19 14:04:11,076 - my_logger - INFO - 跳过指标 Kpler-OPEC+原油海运出口 2024-11-19 14:04:11,076 - my_logger - INFO - 跳过指标 Kpler-OPEC+（除OPEC）原油海运出口 2024-11-19 14:04:11,076 - my_logger - INFO - 跳过指标 Kpler-OPEC原油海运出口 2024-11-19 14:04:11,077 - my_logger - INFO - 跳过指标 Kpler-OPEC中东原油海运出口 2024-11-19 14:04:11,077 - my_logger - INFO - 跳过指标 Kpler-阿联酋原油海运出口 2024-11-19 14:04:11,078 - my_logger - INFO - 跳过指标 Kpler-科威特原油海运出口 2024-11-19 14:04:11,078 - my_logger - INFO - 跳过指标 美国原油海运出口 2024-11-19 14:04:11,151 - my_logger - INFO - 跳过指标 欧洲原油海运进口/4WMA 2024-11-19 14:04:11,152 - my_logger - INFO - 跳过指标 日本原油海运进口 2024-11-19 14:04:11,152 - my_logger - INFO - 跳过指标 德国原油海运进口 2024-11-19 14:04:11,153 - my_logger - INFO - 跳过指标 欧洲原油海运进口 2024-11-19 14:04:11,153 - my_logger - INFO - 跳过指标 印度原油海运进口 2024-11-19 14:04:11,154 - my_logger - INFO - 跳过指标 中国原油海运进口 2024-11-19 14:04:11,265 - my_logger - INFO - 跳过指标 美国汽油库存超季节性3年百分比 2024-11-19 14:04:11,266 - my_logger - INFO - 跳过指标 SCvsBrent 2024-11-19 14:04:11,266 - my_logger - INFO - 跳过指标 WTI连1合约价格与美国汽油裂解价差(领先17天)60天滚动相关性 2024-11-19 14:04:11,267 - my_logger - INFO - 跳过指标 美国汽油裂解价差拟合残差/NYMEX RBOB汽油与美国汽油裂解价差(领先18天)90天滚动相关性 2024-11-19 14:04:11,267 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/美元指数与Brent连1合约价格2周滚动相关性 2024-11-19 14:04:11,267 - my_logger - INFO - 跳过指标 美国原油库存与汽油库存比值 2024-11-19 14:04:11,269 - my_logger - INFO - 跳过指标 山东独立炼厂综合炼油利润与Brent连1合约价格(领先4天)60天滚动相关性 2024-11-19 14:04:11,269 - my_logger - INFO - 跳过指标 Brent c1/Comex铜 c1 2024-11-19 14:04:11,270 - my_logger - INFO - 跳过指标 美国炼厂原油输入量1周环差*-1 2024-11-19 14:04:11,270 - my_logger - INFO - 跳过指标 地缘政治风险指数/30DMA 2024-11-19 14:04:11,270 - my_logger - INFO - 跳过指标 地缘政治风险指数/14DMA 2024-11-19 14:04:11,271 - my_logger - INFO - 跳过指标 地缘政治风险指数/7DMA 2024-11-19 14:04:11,271 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/GPRD_MA30 2024-11-19 14:04:11,272 - my_logger - INFO - 跳过指标 WTI连1合约价格拟合残差/WTI连1-连4 2024-11-19 14:04:11,272 - my_logger - INFO - 跳过指标 美国RBOB/CBOB库存比 2024-11-19 14:04:11,273 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/美元指数 2024-11-19 14:04:11,273 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/Brent连1-连2月差 2024-11-19 14:04:11,274 - my_logger - INFO - 跳过指标 Brent连1合约价格与Brent连1合约价格拟合残差/BRENT 211裂解价差150天滚动相关性 2024-11-19 14:04:11,274 - my_logger - INFO - 跳过指标 Brent连1合约价格与Brent连1合约价格拟合残差/DFL150天滚动相关性 2024-11-19 14:04:11,275 - my_logger - INFO - 跳过指标 库欣/商业原油库存-美国 2024-11-19 14:04:11,347 - my_logger - INFO - 跳过指标 印度成品油海运进口/4WMA 2024-11-19 14:04:11,348 - my_logger - INFO - 跳过指标 中国成品油海运进口/4WMA 2024-11-19 14:04:11,348 - my_logger - INFO - 跳过指标 欧洲成品油海运进口/4WMA 2024-11-19 14:04:11,349 - my_logger - INFO - 跳过指标 印度成品油海运进口 2024-11-19 14:04:11,349 - my_logger - INFO - 跳过指标 中国汽油海运进口 2024-11-19 14:04:11,350 - my_logger - INFO - 跳过指标 印度柴油海运进口 2024-11-19 14:04:11,350 - my_logger - INFO - 跳过指标 印度汽油海运进口 2024-11-19 14:04:11,351 - my_logger - INFO - 跳过指标 中国柴油海运进口 2024-11-19 14:04:11,351 - my_logger - INFO - 跳过指标 中国成品油海运进口 2024-11-19 14:04:11,352 - my_logger - INFO - 跳过指标 欧洲航煤海运进口 2024-11-19 14:04:11,352 - my_logger - INFO - 跳过指标 欧洲燃料油海运进口 2024-11-19 14:04:11,352 - my_logger - INFO - 跳过指标 欧洲石脑油海运进口 2024-11-19 14:04:11,352 - my_logger - INFO - 跳过指标 欧洲汽油海运进口 2024-11-19 14:04:11,354 - my_logger - INFO - 跳过指标 欧洲柴油海运进口 2024-11-19 14:04:11,354 - my_logger - INFO - 跳过指标 欧洲成品油海运进口 2024-11-19 14:04:11,430 - my_logger - INFO - 跳过指标 美国柴油海运出口/4WMA 2024-11-19 14:04:11,430 - my_logger - INFO - 跳过指标 美国汽油海运出口 2024-11-19 14:04:11,431 - my_logger - INFO - 跳过指标 俄罗斯柴油海运出口 2024-11-19 14:04:11,431 - my_logger - INFO - 跳过指标 俄罗斯成品油海运出口 2024-11-19 14:04:11,431 - my_logger - INFO - 跳过指标 美国柴油海运出口 2024-11-19 14:04:11,432 - my_logger - INFO - 跳过指标 美国成品油海运出口 2024-11-19 14:04:11,432 - my_logger - INFO - 跳过指标 俄罗斯汽油海运出口 2024-11-19 14:04:12,607 - my_logger - INFO - ['ovx index', 'dxy curncy', 'C2403128043', 'C2403150124', 'FVHCM1 INDEX', 'doedtprd index', 'CFFDQMMN INDEX', 'C2403083739', 'C2404167878', 'lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404167855'] 2024-11-19 14:04:12,608 - my_logger - INFO - ovx index 2024-11-19 14:04:13,103 - my_logger - INFO - dxy curncy 2024-11-19 14:04:13,793 - my_logger - INFO - C2403128043 2024-11-19 14:04:14,424 - my_logger - INFO - C2403150124 2024-11-19 14:04:15,308 - my_logger - INFO - FVHCM1 INDEX 2024-11-19 14:04:15,759 - my_logger - INFO - doedtprd index 2024-11-19 14:04:16,021 - my_logger - INFO - CFFDQMMN INDEX 2024-11-19 14:04:16,249 - my_logger - INFO - C2403083739 2024-11-19 14:04:16,463 - my_logger - INFO - C2404167878 2024-11-19 14:04:16,686 - my_logger - INFO - lmcads03 lme comdty 2024-11-19 14:04:17,108 - my_logger - INFO - GC1 COMB Comdty 2024-11-19 14:04:17,789 - my_logger - INFO - C2404167855 2024-11-19 14:04:18,561 - my_logger - INFO - date 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 美国:炼油厂的投入与使用情况:开工率:当周值 ... lmcads03 lme comdty GC1 COMB Comdty C2404167855 9425 2024-11-19 NaN NaN ... NaN NaN NaN 8289 2024-11-18 NaN NaN ... NaN 2615.3 38.5293 10772 2024-11-17 NaN NaN ... NaN NaN NaN 11274 2024-11-16 NaN NaN ... NaN NaN NaN 1733 2024-11-15 NaN NaN ... 9002.5 2570.1 38.3483 [5 rows x 504 columns] 2024-11-19 14:05:40,209 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-19 14:05:40,212 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-19 14:05:40,214 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-19 14:05:40,217 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-19 14:05:40,219 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-19 14:05:40,221 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-19 14:05:40,223 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-08 2024-11-19 14:05:40,225 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-15 2024-11-19 14:05:40,226 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10 2024-11-19 14:05:40,228 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-08 2024-11-19 14:05:40,230 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-08 2024-11-19 14:05:40,233 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-08 2024-11-19 14:05:40,235 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-19 14:05:40,237 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-19 14:05:40,239 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-19 14:05:40,241 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-15 2024-11-19 14:05:40,243 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04 2024-11-19 14:05:40,244 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04 2024-11-19 14:05:40,247 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-08 2024-11-19 14:05:40,249 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-08 2024-11-19 14:05:40,251 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-15 2024-11-19 14:05:40,253 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-15 2024-11-19 14:05:40,255 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-08 2024-11-19 14:05:40,257 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-15 2024-11-19 14:05:40,259 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-08 2024-11-19 14:05:40,260 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-08 2024-11-19 14:05:40,262 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-08 2024-11-19 14:05:40,265 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-08 2024-11-19 14:05:40,267 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-08 2024-11-19 14:05:40,269 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-08 2024-11-19 14:05:40,271 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-08 2024-11-19 14:05:40,273 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24 2024-11-19 14:05:40,275 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31 2024-11-19 14:05:40,276 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-18 2024-11-19 14:05:40,279 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-18 2024-11-19 14:05:40,281 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-18 2024-11-19 14:05:40,283 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-18 2024-11-19 14:05:40,285 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-18 2024-11-19 14:05:40,287 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-18 2024-11-19 14:05:40,289 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-18 2024-11-19 14:05:40,291 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-18 2024-11-19 14:05:40,293 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-18 2024-11-19 14:05:40,295 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-18 2024-11-19 14:05:40,297 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-11-18 2024-11-19 14:05:40,300 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-18 2024-11-19 14:05:40,302 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-18 2024-11-19 14:05:40,304 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-18 2024-11-19 14:05:40,305 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-18 2024-11-19 14:05:40,307 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-11-18 2024-11-19 14:05:40,309 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-11-18 2024-11-19 14:05:40,311 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-11-15 2024-11-19 14:05:40,313 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-11-15 2024-11-19 14:05:40,316 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-11-18 2024-11-19 14:05:40,318 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-11-18 2024-11-19 14:05:40,320 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-11-18 2024-11-19 14:05:40,322 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-11-18 2024-11-19 14:05:40,324 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-11-18 2024-11-19 14:05:40,326 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-11-18 2024-11-19 14:05:40,328 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-11-18 2024-11-19 14:05:40,331 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-11-18 2024-11-19 14:05:40,333 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-11-18 2024-11-19 14:05:40,336 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-11-18 2024-11-19 14:05:40,337 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-11-18 2024-11-19 14:05:40,339 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-11-18 2024-11-19 14:05:40,341 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-11-18 2024-11-19 14:05:40,342 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-11-18 2024-11-19 14:05:40,344 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-11-18 2024-11-19 14:05:40,346 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-11-18 2024-11-19 14:05:40,349 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-11-18 2024-11-19 14:05:40,350 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-11-18 2024-11-19 14:05:40,352 - my_logger - INFO - Column SC内外价差 was last updated at 2024-11-18 2024-11-19 14:05:40,354 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-18 2024-11-19 14:05:40,356 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-18 2024-11-19 14:05:40,358 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-19 2024-11-19 14:05:40,360 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-18 2024-11-19 14:05:40,363 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-18 2024-11-19 14:05:40,365 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-18 2024-11-19 14:05:40,367 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-18 2024-11-19 14:05:40,369 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-18 2024-11-19 14:05:40,371 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-11-18 2024-11-19 14:05:40,372 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-11-18 2024-11-19 14:05:40,374 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31 2024-11-19 14:05:40,376 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-11-14 2024-11-19 14:05:40,378 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 2024-11-19 14:05:40,381 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28 2024-11-19 14:05:40,383 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-11-18 2024-11-19 14:05:40,385 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-11-18 2024-11-19 14:05:40,386 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-11-18 2024-11-19 14:05:40,388 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-11-19 2024-11-19 14:05:40,390 - my_logger - INFO - Column Brent连1合约价格 was last updated at 2024-11-18 2024-11-19 14:05:40,392 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-11-18 2024-11-19 14:05:40,395 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16 2024-11-19 14:05:40,397 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-11-18 2024-11-19 14:05:40,400 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-11-18 2024-11-19 14:05:40,402 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31 2024-11-19 14:05:40,404 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31 2024-11-19 14:05:40,406 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-11-19 2024-11-19 14:05:40,408 - my_logger - INFO - Column y was last updated at 2024-11-18 2024-11-19 14:05:40,410 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-15 2024-11-19 14:05:40,412 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-18 2024-11-19 14:05:40,414 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-18 2024-11-19 14:05:40,416 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-19 2024-11-19 14:05:40,418 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-18 2024-11-19 14:05:40,419 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-18 2024-11-19 14:05:40,421 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-18 2024-11-19 14:05:40,423 - my_logger - INFO - Column HO连6合约 was last updated at 2024-11-18 2024-11-19 14:05:40,425 - my_logger - INFO - Column HO连5合约 was last updated at 2024-11-18 2024-11-19 14:05:40,427 - my_logger - INFO - Column ho连7合约 was last updated at 2024-11-18 2024-11-19 14:05:40,430 - my_logger - INFO - Column HO连8合约 was last updated at 2024-11-18 2024-11-19 14:05:40,432 - my_logger - INFO - Column HO连9合约 was last updated at 2024-11-18 2024-11-19 14:05:40,435 - my_logger - INFO - Column HO连10合约 was last updated at 2024-11-18 2024-11-19 14:05:40,437 - my_logger - INFO - Column HO连11合约 was last updated at 2024-11-18 2024-11-19 14:05:40,439 - my_logger - INFO - Column HO连12合约 was last updated at 2024-11-15 2024-11-19 14:05:40,441 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-18 2024-11-19 14:05:40,442 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-18 2024-11-19 14:05:40,444 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,446 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,448 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,450 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-11-19 2024-11-19 14:05:40,452 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,454 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,456 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,459 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,461 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,463 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-11-18 2024-11-19 14:05:40,465 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-11-18 2024-11-19 14:05:40,467 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-11-18 2024-11-19 14:05:40,469 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-11-18 2024-11-19 14:05:40,471 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-18 2024-11-19 14:05:40,473 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-18 2024-11-19 14:05:40,475 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-18 2024-11-19 14:05:40,476 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-11-18 2024-11-19 14:05:40,478 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,480 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,482 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,485 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-11-18 2024-11-19 14:05:40,487 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-11-18 2024-11-19 14:05:40,488 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-18 2024-11-19 14:05:40,491 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-18 2024-11-19 14:05:40,493 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-11-18 2024-11-19 14:05:40,495 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-11-18 2024-11-19 14:05:40,497 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-11-18 2024-11-19 14:05:40,499 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-11-18 2024-11-19 14:05:40,501 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,503 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,505 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,507 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-10-31 2024-11-19 14:05:40,508 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-10-31 2024-11-19 14:05:40,510 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本(Oman c1预估) was last updated at 2024-11-18 2024-11-19 14:05:40,512 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-18 2024-11-19 14:05:40,514 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-18 2024-11-19 14:05:40,517 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-08 2024-11-19 14:05:40,520 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-08 2024-11-19 14:05:40,521 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-08 2024-11-19 14:05:40,523 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-08 2024-11-19 14:05:40,526 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-08 2024-11-19 14:05:40,528 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR）超季节性/4年(含今年) was last updated at 2024-11-08 2024-11-19 14:05:40,530 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-08 2024-11-19 14:05:40,532 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-08 2024-11-19 14:05:40,535 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-08 2024-11-19 14:05:40,536 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-08 2024-11-19 14:05:40,538 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-08 2024-11-19 14:05:40,540 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-08 2024-11-19 14:05:40,542 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20 2024-11-19 14:05:40,544 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21 2024-11-19 14:05:40,546 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-13 2024-11-19 14:05:40,549 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-08 2024-11-19 14:05:40,551 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-08 2024-11-19 14:05:40,553 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-08 2024-11-19 14:05:40,555 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周）超季节性/3年 was last updated at 2024-05-24 2024-11-19 14:05:40,558 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-08 2024-11-19 14:05:40,560 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04 2024-11-19 14:05:40,563 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-15 2024-11-19 14:05:40,565 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-15 2024-11-19 14:05:40,566 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24 2024-11-19 14:05:40,569 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-11-18 2024-11-19 14:05:40,570 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-11-18 2024-11-19 14:05:40,572 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-11-18 2024-11-19 14:05:40,574 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-15 2024-11-19 14:05:40,576 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-08 2024-11-19 14:05:40,578 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-08 2024-11-19 14:05:40,581 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-08 2024-11-19 14:05:40,583 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-08 2024-11-19 14:05:40,585 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-08 2024-11-19 14:05:40,586 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-08 2024-11-19 14:05:40,589 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-08 2024-11-19 14:05:40,591 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-08 2024-11-19 14:05:40,593 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-08 2024-11-19 14:05:40,596 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 2024-11-19 14:05:40,598 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 2024-11-19 14:05:40,601 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-08 2024-11-19 14:05:40,603 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-08 2024-11-19 14:05:40,605 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-08 2024-11-19 14:05:40,607 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-08 2024-11-19 14:05:40,609 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-08 2024-11-19 14:05:40,611 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,615 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-18 2024-11-19 14:05:40,617 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-11-18 2024-11-19 14:05:40,620 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-11-18 2024-11-19 14:05:40,621 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-11-18 2024-11-19 14:05:40,623 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-11-18 2024-11-19 14:05:40,627 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-15 2024-11-19 14:05:40,630 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-15 2024-11-19 14:05:40,632 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-11-18 2024-11-19 14:05:40,635 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-11-18 2024-11-19 14:05:40,637 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-11-18 2024-11-19 14:05:40,639 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-11-18 2024-11-19 14:05:40,641 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-11-18 2024-11-19 14:05:40,643 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-11-18 2024-11-19 14:05:40,645 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-11-18 2024-11-19 14:05:40,648 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-11-18 2024-11-19 14:05:40,649 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-11-18 2024-11-19 14:05:40,653 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-11-18 2024-11-19 14:05:40,655 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-11-18 2024-11-19 14:05:40,657 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-11-18 2024-11-19 14:05:40,659 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-11-18 2024-11-19 14:05:40,660 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-11-18 2024-11-19 14:05:40,662 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-11-18 2024-11-19 14:05:40,664 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-11-18 2024-11-19 14:05:40,667 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-11-18 2024-11-19 14:05:40,669 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-11-18 2024-11-19 14:05:40,670 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-11-18 2024-11-19 14:05:40,673 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-11-18 2024-11-19 14:05:40,675 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-11-18 2024-11-19 14:05:40,677 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-11-18 2024-11-19 14:05:40,679 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-11-15 2024-11-19 14:05:40,681 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-11-18 2024-11-19 14:05:40,683 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-18 2024-11-19 14:05:40,685 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-11-18 2024-11-19 14:05:40,690 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-11-18 2024-11-19 14:05:40,694 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-18 2024-11-19 14:05:40,706 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-11-15 2024-11-19 14:05:40,710 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-11-18 2024-11-19 14:05:40,719 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-11-18 2024-11-19 14:05:40,736 - my_logger - INFO - Column DFL was last updated at 2024-11-18 2024-11-19 14:05:40,750 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-11-18 2024-11-19 14:05:40,756 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-11-19 2024-11-19 14:05:40,760 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-11-18 2024-11-19 14:05:40,764 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-11-18 2024-11-19 14:05:40,767 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-11-19 2024-11-19 14:05:40,771 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-11-18 2024-11-19 14:05:40,774 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-11-18 2024-11-19 14:05:40,777 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-11-18 2024-11-19 14:05:40,781 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-11-18 2024-11-19 14:05:40,784 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-11-18 2024-11-19 14:05:40,786 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-18 2024-11-19 14:05:40,790 - my_logger - INFO - Column B-W价差 was last updated at 2024-11-18 2024-11-19 14:05:40,793 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-11-19 2024-11-19 14:05:40,796 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-13 2024-11-19 14:05:40,799 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-11-19 2024-11-19 14:05:40,801 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-11-19 2024-11-19 14:05:40,803 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-11-15 2024-11-19 14:05:40,806 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-13 2024-11-19 14:05:40,809 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-11-18 2024-11-19 14:05:40,813 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-11-19 2024-11-19 14:05:40,816 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-11-19 2024-11-19 14:05:40,819 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-11-18 2024-11-19 14:05:40,820 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-11-19 2024-11-19 14:05:40,823 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-11-18 2024-11-19 14:05:40,825 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-11-15 2024-11-19 14:05:40,828 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-11-15 2024-11-19 14:05:40,830 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-11-15 2024-11-19 14:05:40,833 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-11-15 2024-11-19 14:05:40,836 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-11-18 2024-11-19 14:05:40,838 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-11-15 2024-11-19 14:05:40,840 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31 2024-11-19 14:05:40,843 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-11-15 2024-11-19 14:05:40,845 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-13 2024-11-19 14:05:40,847 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-18 2024-11-19 14:05:40,849 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-18 2024-11-19 14:05:40,852 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-11-18 2024-11-19 14:05:40,853 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-13 2024-11-19 14:05:40,856 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-11-18 2024-11-19 14:05:40,859 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-11-18 2024-11-19 14:05:40,862 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-11-19 2024-11-19 14:05:40,864 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-11-18 2024-11-19 14:05:40,866 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-11-18 2024-11-19 14:05:40,869 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-11-18 2024-11-19 14:05:40,871 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-18 2024-11-19 14:05:40,873 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-11-18 2024-11-19 14:05:40,875 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 2024-11-19 14:05:40,877 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-18 2024-11-19 14:05:40,879 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-18 2024-11-19 14:05:40,881 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-18 2024-11-19 14:05:40,883 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-18 2024-11-19 14:05:40,885 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-18 2024-11-19 14:05:40,889 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-18 2024-11-19 14:05:40,891 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-18 2024-11-19 14:05:40,893 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-11-11 2024-11-19 14:05:40,894 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-11-11 2024-11-19 14:05:40,896 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-11-18 2024-11-19 14:05:40,899 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-11-15 2024-11-19 14:05:40,901 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-11-18 2024-11-19 14:05:40,903 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-11-18 2024-11-19 14:05:40,905 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-11-18 2024-11-19 14:05:40,907 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-11-18 2024-11-19 14:05:40,909 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-11-18 2024-11-19 14:05:40,910 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-11-18 2024-11-19 14:05:40,912 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-11-18 2024-11-19 14:05:40,914 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-11-18 2024-11-19 14:05:40,917 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-11-18 2024-11-19 14:05:40,918 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-18 2024-11-19 14:05:40,921 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-18 2024-11-19 14:05:40,923 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-11-18 2024-11-19 14:05:40,924 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-11-18 2024-11-19 14:05:40,926 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-11-18 2024-11-19 14:05:40,928 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-11-18 2024-11-19 14:05:40,930 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-11-18 2024-11-19 14:05:40,932 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-11-19 2024-11-19 14:05:40,934 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-11-19 2024-11-19 14:05:40,937 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-11-19 2024-11-19 14:05:40,939 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-11-19 2024-11-19 14:05:40,941 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-11-18 2024-11-19 14:05:40,943 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-11-18 2024-11-19 14:05:40,944 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-11-18 2024-11-19 14:05:40,947 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-11-18 2024-11-19 14:05:40,949 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,951 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,953 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-11-18 2024-11-19 14:05:40,955 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-11-18 2024-11-19 14:05:40,957 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-11-17 2024-11-19 14:05:40,959 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-11-18 2024-11-19 14:05:40,960 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-11-18 2024-11-19 14:05:40,962 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-11-18 2024-11-19 14:05:40,964 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-11-18 2024-11-19 14:05:40,967 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-11-18 2024-11-19 14:05:40,969 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-11-18 2024-11-19 14:05:40,971 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-11-18 2024-11-19 14:05:40,973 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-18 2024-11-19 14:05:40,975 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-11-18 2024-11-19 14:05:40,978 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-11-18 2024-11-19 14:05:40,980 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-11-18 2024-11-19 14:05:40,982 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-19 14:05:40,984 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-19 14:05:40,987 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-19 14:05:40,989 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-19 14:05:40,991 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-08 2024-11-19 14:05:40,993 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-08 2024-11-19 14:05:40,994 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-08 2024-11-19 14:05:40,996 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-15 2024-11-19 14:05:40,999 - my_logger - INFO - Column 原油：开工率：东北地区：独立炼厂（周） was last updated at 2023-03-31 2024-11-19 14:05:41,001 - my_logger - INFO - Column 原油：常减压：产能利用率：山东：独立炼厂（周） was last updated at 2024-11-15 2024-11-19 14:05:41,003 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-15 2024-11-19 14:05:41,005 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-15 2024-11-19 14:05:41,007 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-08 2024-11-19 14:05:41,008 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,010 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-15 2024-11-19 14:05:41,012 - my_logger - INFO - Column 原油：常减压：独立炼厂：产能利用率：中国（周） was last updated at 2024-11-08 2024-11-19 14:05:41,015 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-15 2024-11-19 14:05:41,017 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-15 2024-11-19 14:05:41,019 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-08 2024-11-19 14:05:41,021 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-08 2024-11-19 14:05:41,023 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-15 2024-11-19 14:05:41,024 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-15 2024-11-19 14:05:41,026 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-15 2024-11-19 14:05:41,028 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,030 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,033 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,035 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,037 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,039 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,041 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,042 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,044 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,047 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,049 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,051 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,052 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-15 2024-11-19 14:05:41,054 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-15 2024-11-19 14:05:41,056 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-15 2024-11-19 14:05:41,058 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-15 2024-11-19 14:05:41,061 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-15 2024-11-19 14:05:41,063 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-15 2024-11-19 14:05:41,065 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27 2024-11-19 14:05:41,067 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,069 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,071 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,073 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-08 2024-11-19 14:05:41,075 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-15 2024-11-19 14:05:41,077 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-08 2024-11-19 14:05:41,079 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-15 2024-11-19 14:05:41,082 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-08 2024-11-19 14:05:41,084 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-08 2024-11-19 14:05:41,085 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-15 2024-11-19 14:05:41,087 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 2024-11-19 14:05:41,088 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-08 2024-11-19 14:05:41,091 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-08 2024-11-19 14:05:41,094 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-08 2024-11-19 14:05:41,097 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-08 2024-11-19 14:05:41,099 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-08 2024-11-19 14:05:41,101 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-08 2024-11-19 14:05:41,103 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-08 2024-11-19 14:05:41,105 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-08 2024-11-19 14:05:41,107 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-08 2024-11-19 14:05:41,109 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-08 2024-11-19 14:05:41,111 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-08 2024-11-19 14:05:41,113 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-08 2024-11-19 14:05:41,115 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-11-15 2024-11-19 14:05:41,117 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-11-15 2024-11-19 14:05:41,119 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-08 2024-11-19 14:05:41,120 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-08 2024-11-19 14:05:41,122 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-08 2024-11-19 14:05:41,124 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-08 2024-11-19 14:05:41,126 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-08 2024-11-19 14:05:41,129 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-08 2024-11-19 14:05:41,132 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25 2024-11-19 14:05:41,134 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,136 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-03 2024-11-19 14:05:41,138 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-03 2024-11-19 14:05:41,140 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,142 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,143 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,145 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,147 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,150 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,152 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,155 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-03 2024-11-19 14:05:41,156 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,159 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-03 2024-11-19 14:05:41,161 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,162 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-03 2024-11-19 14:05:41,165 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,167 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27 2024-11-19 14:05:41,169 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,171 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,173 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,174 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,176 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,178 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28 2024-11-19 14:05:41,180 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,182 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,184 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,186 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,187 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,190 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,192 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,194 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,196 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,198 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,201 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,203 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,204 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,206 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,208 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,209 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,211 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,213 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,216 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,218 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,220 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,222 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,224 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:05:41,226 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,228 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-03 2024-11-19 14:05:41,231 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,234 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,236 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,238 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,240 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,241 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-03 2024-11-19 14:05:41,243 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,245 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,248 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,250 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,252 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,254 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-03 2024-11-19 14:05:41,255 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,257 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,259 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,260 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,263 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,265 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,268 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,270 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,271 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,273 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,275 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,277 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,279 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,281 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,284 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,285 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,287 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,288 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,290 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,292 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,295 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:05:41,296 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-11-18 2024-11-19 14:05:41,299 - my_logger - INFO - Column ovx index was last updated at 2024-11-18 2024-11-19 14:05:41,301 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-18 2024-11-19 14:05:41,303 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-18 2024-11-19 14:05:41,305 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-18 2024-11-19 14:05:41,307 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-18 2024-11-19 14:05:41,309 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 2024-11-19 14:05:41,311 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 2024-11-19 14:05:41,313 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 2024-11-19 14:05:41,315 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 2024-11-19 14:05:41,317 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-15 2024-11-19 14:05:41,318 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-18 2024-11-19 14:05:41,320 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-18 2024-11-19 14:05:41,328 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv 2024-11-19 14:05:41,329 - my_logger - INFO - 删除预警的特征前数据量：(2515, 504) 2024-11-19 14:05:41,333 - my_logger - INFO - 删除预警的特征后数据量：(2515, 438) 2024-11-19 14:05:41,334 - my_logger - INFO - 删除两月不更新特征前数据量：(2515, 438) 2024-11-19 14:05:41,824 - my_logger - INFO - 删除两月不更新特征后数据量：(2515, 434) 2024-11-19 14:05:41,828 - my_logger - INFO - 删除预测列为空值的行后数据量：(1779, 434) 2024-11-19 14:05:41,831 - my_logger - INFO - 删除全为空值的列后数据量：(1779, 363) 2024-11-19 14:05:45,323 - my_logger - INFO - 日度(231) 周度(130) 月度(1) 0 西北欧炼厂加工Brent原油CDU利润 EIA美国油品需求 EIA美国柴油产量（千桶日） 1 美墨湾炼厂加工WTI原油CDU利润 中国汽柴油表需 2 新加坡炼厂加工Dubai原油CDU利润 DOE-美国汽油产量超季节性/3年 3 西北欧炼厂加工Brent原油CDU利润 M2 美国汽油表需（周度） 4 美墨湾炼厂加工WTI原油CDU利润 M2 美国汽油产量（周度） .. ... ... ... 226 C2403128043 227 C2403150124 228 FVHCM1 INDEX 229 GC1 COMB Comdty 230 C2404167855 [231 rows x 3 columns] 2024-11-19 14:05:45,335 - my_logger - INFO - 特征信息：总共有360个,日度(231),周度(130),月度(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： 2024-11-19 14:05:45,336 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-19 14:05:46,719 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '73.3' WHERE ds = '2024-11-18 00:00:00' 2024-11-19 14:05:46,723 - my_logger - INFO - 开始训练模型... 2024-11-19 14:05:46,738 - my_logger - INFO - Training set head: 2024-11-19 14:05:46,738 - my_logger - INFO - ds EIA美国油品需求 中国汽柴油表需 DOE-美国汽油产量超季节性/3年 美国汽油表需（周度） ... is_quarter_start is_quarter_end is_year_start is_year_end unique_id 2849 2018-01-02 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 2848 2018-01-03 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 2847 2018-01-04 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 336 2018-01-05 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 2846 2018-01-08 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1 [5 rows x 378 columns] 2024-11-19 14:05:47,151 - my_logger - INFO - Testing set head: 2024-11-19 14:05:47,152 - my_logger - INFO - ds EIA美国油品需求 中国汽柴油表需 DOE-美国汽油产量超季节性/3年 美国汽油表需（周度） ... is_quarter_start is_quarter_end is_year_start is_year_end unique_id 8789 2019-05-21 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 8788 2019-05-22 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 8787 2019-05-23 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1 264 2019-05-24 38186.0 732.4702 -343.0476 65758.0 ... 0.0 0.0 0.0 0.0 1 8786 2019-05-27 38186.0 732.4702 -343.0476 65758.0 ... 0.0 0.0 0.0 0.0 1 [5 rows x 378 columns] 2024-11-19 14:14:44,256 - my_logger - INFO - 模型训练完成 2024-11-19 14:14:44,258 - my_logger - INFO - 训练数据绘图ing 2024-11-19 14:14:48,566 - my_logger - INFO - 训练数据绘图end 2024-11-19 14:14:48,566 - my_logger - INFO - 制作报告ing 2024-11-19 14:14:48,798 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 2024-11-19 14:38:37,197 - my_logger - INFO - 从eta获取数据... 2024-11-19 14:38:37,891 - my_logger - INFO - 跳过指标 美国:东海岸地区:炼油厂的投入与使用情况:开工率:四周均值 2024-11-19 14:38:38,121 - my_logger - INFO - 跳过指标 美国:炼油厂的投入与使用情况:开工率:四周均值 2024-11-19 14:38:38,306 - my_logger - INFO - 跳过指标 美国:洛基山地区:炼油厂的投入与使用情况:开工率:四周均值 2024-11-19 14:38:38,499 - my_logger - INFO - 跳过指标 美国:墨西哥湾沿岸:炼油厂的投入与使用情况:开工率:四周均值 2024-11-19 14:38:38,701 - my_logger - INFO - 跳过指标 美国:西海岸地区:炼油厂的投入与使用情况:开工率:四周均值 2024-11-19 14:38:38,890 - my_logger - INFO - 跳过指标 美国:中西部地区:炼油厂的投入与使用情况:开工率:四周均值 2024-11-19 14:38:39,835 - my_logger - INFO - 跳过指标 中国航班执行数/7DMA 2024-11-19 14:38:40,298 - my_logger - INFO - 跳过指标 美国汽油表需（周度）1周环差负值 2024-11-19 14:38:40,298 - my_logger - INFO - 跳过指标 美国汽油表需（周度）1周环差 2024-11-19 14:38:40,548 - my_logger - INFO - 跳过指标 美国汽油产量（周度）1周环差 2024-11-19 14:38:41,809 - my_logger - INFO - 跳过指标 美国原油周度表需/4WMA 2024-11-19 14:38:41,810 - my_logger - INFO - 跳过指标 美国油品表需/4WMA 2024-11-19 14:38:41,811 - my_logger - INFO - 跳过指标 美国油品表需4周环差 2024-11-19 14:38:42,003 - my_logger - INFO - 跳过指标 道琼斯旅游与休闲/标普500 2024-11-19 14:38:42,004 - my_logger - INFO - 跳过指标 DOE-柴油产量1周环差 2024-11-19 14:38:42,004 - my_logger - INFO - 跳过指标 DOE-美国汽油产量1周环差 2024-11-19 14:38:42,004 - my_logger - INFO - 跳过指标 美国航煤表需一周环差负值 2024-11-19 14:38:42,006 - my_logger - INFO - 跳过指标 美国馏分油表需一周环差负值 2024-11-19 14:38:42,006 - my_logger - INFO - 跳过指标 美国汽油表需一周环差负值 2024-11-19 14:38:42,007 - my_logger - INFO - 跳过指标 欧洲汽油裂差 2024-11-19 14:38:42,007 - my_logger - INFO - 跳过指标 欧洲柴油裂差 2024-11-19 14:38:42,382 - my_logger - INFO - 跳过指标 中国主营炼厂产能利用率1周环差 2024-11-19 14:38:42,875 - my_logger - INFO - 跳过指标 美国零售拥堵指数（周环比）/3WMA 2024-11-19 14:38:42,876 - my_logger - INFO - 跳过指标 美国炼厂原油输入量1周环差 2024-11-19 14:38:44,020 - my_logger - INFO - 跳过指标 美国炼厂原油输入量4周均值 2024-11-19 14:38:45,096 - my_logger - INFO - 跳过指标 美国柴油期货裂差 2024-11-19 14:38:45,097 - my_logger - INFO - 跳过指标 美国墨西哥湾柴油裂差 2024-11-19 14:38:45,206 - my_logger - INFO - 跳过指标 美国纽约港柴油裂差 2024-11-19 14:38:45,207 - my_logger - INFO - 跳过指标 欧洲柴油期货裂差 2024-11-19 14:38:45,207 - my_logger - INFO - 跳过指标 西北欧轻柴油裂差 2024-11-19 14:38:45,207 - my_logger - INFO - 跳过指标 新加坡柴油裂差 2024-11-19 14:38:45,208 - my_logger - INFO - 跳过指标 美国汽油期货裂差 2024-11-19 14:38:45,208 - my_logger - INFO - 跳过指标 美国墨西哥湾汽油裂差 2024-11-19 14:38:45,208 - my_logger - INFO - 跳过指标 美国纽约港汽油裂差 2024-11-19 14:38:45,209 - my_logger - INFO - 跳过指标 欧洲鹿特丹汽油裂差 2024-11-19 14:38:45,209 - my_logger - INFO - 跳过指标 新加坡汽油裂差 2024-11-19 14:38:48,071 - my_logger - INFO - 跳过指标 美国汽柴航煤4周平均表需 2024-11-19 14:38:49,738 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA5日环差/65DMA 2024-11-19 14:38:49,738 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA5日环差/65DMA 2024-11-19 14:38:49,739 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/65DMA 2024-11-19 14:38:49,739 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/65DMA 2024-11-19 14:38:49,740 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA5日环差 2024-11-19 14:38:49,740 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA5日环差 2024-11-19 14:38:49,741 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA 2024-11-19 14:38:49,741 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA 2024-11-19 14:38:52,938 - my_logger - INFO - 跳过指标 Brent连1合约价格/2DMA 2024-11-19 14:38:52,939 - my_logger - INFO - 跳过指标 Brent连1合约价格/7DMA 2024-11-19 14:38:52,939 - my_logger - INFO - 跳过指标 Brent连1合约价格/23DMA 2024-11-19 14:38:52,940 - my_logger - INFO - 跳过指标 库欣原油库存超季节性/5年拟合残差/WTI c1-c6 2024-11-19 14:38:52,940 - my_logger - INFO - 跳过指标 Brent连1合约价格/5DMA 2024-11-19 14:38:52,941 - my_logger - INFO - 跳过指标 Brent c1-c2超季节性/3年 2024-11-19 14:38:52,941 - my_logger - INFO - 跳过指标 PP主力收盘价拟合残差/期货收盘价（活跃）：布伦特原油 2024-11-19 14:38:52,942 - my_logger - INFO - 跳过指标 Brent连1合约价格/11DMA 2024-11-19 14:38:52,942 - my_logger - INFO - 跳过指标 山东地炼柴油裂解价差拟合残差/期货结算价（活跃）：布伦特原油 2024-11-19 14:38:52,943 - my_logger - INFO - 跳过指标 山东地炼汽油裂解价差拟合残差/ 2024-11-19 14:38:52,943 - my_logger - INFO - 跳过指标 原油(中国胜利)拟合残差/布伦特原油 2024-11-19 14:38:52,944 - my_logger - INFO - 跳过指标 Brent连1合约价格/21DMA 2024-11-19 14:38:52,944 - my_logger - INFO - 跳过指标 Brent连1合约价格/14DMA 2024-11-19 14:38:52,944 - my_logger - INFO - 跳过指标 Brent连1合约价格/15DMA 2024-11-19 14:38:52,945 - my_logger - INFO - 跳过指标 Brent连1-连12 2024-11-19 14:39:00,133 - my_logger - INFO - 跳过指标 WTI c1-c36 2024-11-19 14:39:00,133 - my_logger - INFO - 跳过指标 WTI c1-c24 2024-11-19 14:39:00,134 - my_logger - INFO - 跳过指标 WTI c1-c12 2024-11-19 14:39:02,279 - my_logger - INFO - 跳过指标 Brent c1-c36 2024-11-19 14:39:02,280 - my_logger - INFO - 跳过指标 Brent c1-c24 2024-11-19 14:39:02,280 - my_logger - INFO - 跳过指标 Brent c1-c12 2024-11-19 14:39:05,953 - my_logger - INFO - 跳过指标 Brent连1合约价格1日环差 2024-11-19 14:39:05,953 - my_logger - INFO - 跳过指标 Brent连1合约价格1日环比 2024-11-19 14:39:05,954 - my_logger - INFO - 跳过指标 WTI连1合约价格拟合残差/美国标普500指数 2024-11-19 14:39:06,323 - my_logger - INFO - 跳过指标 Dubai连2合约价格 2024-11-19 14:39:06,323 - my_logger - INFO - 跳过指标 Dubai连4合约价格 2024-11-19 14:39:06,692 - my_logger - INFO - 跳过指标 美国RBOB期货2212月份合约价格 2024-11-19 14:39:06,692 - my_logger - INFO - 跳过指标 美国RBOB期货2301月份合约价格 2024-11-19 14:39:06,692 - my_logger - INFO - 跳过指标 美国RBOB期货2306月份合约价格 2024-11-19 14:39:08,277 - my_logger - INFO - 跳过指标 Dubai连7合约价格 2024-11-19 14:39:08,278 - my_logger - INFO - 跳过指标 Dubai连9合约价格 2024-11-19 14:39:08,278 - my_logger - INFO - 跳过指标 迪拜连7-连9月差 2024-11-19 14:39:09,360 - my_logger - INFO - 跳过指标 Brent连2 2024-11-19 14:39:09,361 - my_logger - INFO - 跳过指标 WTI连2合约价格 2024-11-19 14:39:10,042 - my_logger - INFO - 跳过指标 WTI连4合约价格 2024-11-19 14:39:10,828 - my_logger - INFO - 跳过指标 Brent连4合约价格 2024-11-19 14:39:12,100 - my_logger - INFO - 跳过指标 WTI连7合约价格 2024-11-19 14:39:12,362 - my_logger - INFO - 跳过指标 WTI连12合约价格 2024-11-19 14:39:12,706 - my_logger - INFO - 跳过指标 布伦特连24合约价格 2024-11-19 14:39:13,181 - my_logger - INFO - 跳过指标 Brent连6合约价格 2024-11-19 14:39:13,182 - my_logger - INFO - 跳过指标 Brent连12合约价格 2024-11-19 14:39:13,183 - my_logger - INFO - 跳过指标 Brent连9合约 2024-11-19 14:39:13,183 - my_logger - INFO - 跳过指标 brent连3合约 2024-11-19 14:39:13,184 - my_logger - INFO - 跳过指标 Brent连5 2024-11-19 14:39:13,184 - my_logger - INFO - 跳过指标 Brent连10合约 2024-11-19 14:39:13,185 - my_logger - INFO - 跳过指标 Brent连11合约 2024-11-19 14:39:13,185 - my_logger - INFO - 跳过指标 WTI连3合约价格 2024-11-19 14:39:13,185 - my_logger - INFO - 跳过指标 Brent 连7合约价格 2024-11-19 14:39:13,186 - my_logger - INFO - 跳过指标 Brent连8合约价格 2024-11-19 14:39:13,186 - my_logger - INFO - 跳过指标 Brent连13 2024-11-19 14:39:13,707 - my_logger - INFO - 跳过指标 ICE Brent c15 2024-11-19 14:39:13,707 - my_logger - INFO - 跳过指标 ICE Brent c16 2024-11-19 14:39:13,708 - my_logger - INFO - 跳过指标 ICE Brent c17 2024-11-19 14:39:13,708 - my_logger - INFO - 跳过指标 ICE Brent c18 2024-11-19 14:39:13,709 - my_logger - INFO - 跳过指标 ICE Brent c19 2024-11-19 14:39:13,709 - my_logger - INFO - 跳过指标 ICE Brent c20 2024-11-19 14:39:13,952 - my_logger - INFO - 跳过指标 ICE Brent c21 2024-11-19 14:39:13,953 - my_logger - INFO - 跳过指标 ICE Brent c22 2024-11-19 14:39:13,953 - my_logger - INFO - 跳过指标 ICE Brent c23 2024-11-19 14:39:13,954 - my_logger - INFO - 跳过指标 ICE Brent c25 2024-11-19 14:39:13,954 - my_logger - INFO - 跳过指标 ICE Brent c26 2024-11-19 14:39:13,955 - my_logger - INFO - 跳过指标 ICE Brent c27 2024-11-19 14:39:13,955 - my_logger - INFO - 跳过指标 ICE Brent c28 2024-11-19 14:39:13,956 - my_logger - INFO - 跳过指标 ICE Brent c29 2024-11-19 14:39:13,956 - my_logger - INFO - 跳过指标 ICE Brent c30 2024-11-19 14:39:13,957 - my_logger - INFO - 跳过指标 ICE Brent c31 2024-11-19 14:39:13,957 - my_logger - INFO - 跳过指标 ICE Brent c32 2024-11-19 14:39:13,957 - my_logger - INFO - 跳过指标 ICE Brent c33 2024-11-19 14:39:13,958 - my_logger - INFO - 跳过指标 ICE Brent c34 2024-11-19 14:39:13,958 - my_logger - INFO - 跳过指标 ICE Brent c35 2024-11-19 14:39:13,959 - my_logger - INFO - 跳过指标 ICE Brent c36 2024-11-19 14:39:14,616 - my_logger - INFO - 跳过指标 NYMWX WTI c6 2024-11-19 14:39:14,617 - my_logger - INFO - 跳过指标 NYMWX WTI c8 2024-11-19 14:39:14,618 - my_logger - INFO - 跳过指标 NYMWX WTI c9 2024-11-19 14:39:14,618 - my_logger - INFO - 跳过指标 NYMWX WTI c10 2024-11-19 14:39:14,618 - my_logger - INFO - 跳过指标 NYMWX WTI c11 2024-11-19 14:39:14,619 - my_logger - INFO - 跳过指标 NYMWX WTI c13 2024-11-19 14:39:14,619 - my_logger - INFO - 跳过指标 NYMWX WTI c14 2024-11-19 14:39:14,620 - my_logger - INFO - 跳过指标 NYMWX WTI c15 2024-11-19 14:39:14,620 - my_logger - INFO - 跳过指标 NYMWX WTI c16 2024-11-19 14:39:14,621 - my_logger - INFO - 跳过指标 NYMWX WTI c17 2024-11-19 14:39:14,621 - my_logger - INFO - 跳过指标 NYMWX WTI c18 2024-11-19 14:39:14,622 - my_logger - INFO - 跳过指标 NYMWX WTI c19 2024-11-19 14:39:14,622 - my_logger - INFO - 跳过指标 NYMWX WTI c20 2024-11-19 14:39:14,622 - my_logger - INFO - 跳过指标 NYMWX WTI c21 2024-11-19 14:39:14,623 - my_logger - INFO - 跳过指标 NYMWX WTI c22 2024-11-19 14:39:14,623 - my_logger - INFO - 跳过指标 NYMWX WTI c23 2024-11-19 14:39:14,624 - my_logger - INFO - 跳过指标 NYMWX WTI c25 2024-11-19 14:39:14,624 - my_logger - INFO - 跳过指标 NYMWX WTI c26 2024-11-19 14:39:14,625 - my_logger - INFO - 跳过指标 NYMWX WTI c27 2024-11-19 14:39:14,625 - my_logger - INFO - 跳过指标 NYMWX WTI c28 2024-11-19 14:39:14,625 - my_logger - INFO - 跳过指标 NYMWX WTI c29 2024-11-19 14:39:14,626 - my_logger - INFO - 跳过指标 NYMWX WTI c30 2024-11-19 14:39:14,626 - my_logger - INFO - 跳过指标 NYMWX WTI c31 2024-11-19 14:39:14,627 - my_logger - INFO - 跳过指标 NYMWX WTI c32 2024-11-19 14:39:14,627 - my_logger - INFO - 跳过指标 NYMWX WTI c33 2024-11-19 14:39:14,627 - my_logger - INFO - 跳过指标 NYMWX WTI c34 2024-11-19 14:39:14,628 - my_logger - INFO - 跳过指标 NYMWX WTI c35 2024-11-19 14:39:14,628 - my_logger - INFO - 跳过指标 NYMWX WTI c36 2024-11-19 14:39:14,861 - my_logger - INFO - 跳过指标 INE SC c2 2024-11-19 14:39:14,862 - my_logger - INFO - 跳过指标 INE SC c3 2024-11-19 14:39:14,862 - my_logger - INFO - 跳过指标 INE SC c4 2024-11-19 14:39:14,863 - my_logger - INFO - 跳过指标 INE SC c5 2024-11-19 14:39:14,863 - my_logger - INFO - 跳过指标 INE SC c6 2024-11-19 14:39:14,864 - my_logger - INFO - 跳过指标 INE SC c7 2024-11-19 14:39:14,865 - my_logger - INFO - 跳过指标 INE SC c8 2024-11-19 14:39:14,865 - my_logger - INFO - 跳过指标 INE SC c9 2024-11-19 14:39:14,866 - my_logger - INFO - 跳过指标 INE SC c10 2024-11-19 14:39:14,866 - my_logger - INFO - 跳过指标 INE SC c11 2024-11-19 14:39:14,866 - my_logger - INFO - 跳过指标 INE SC c12 2024-11-19 14:39:14,867 - my_logger - INFO - 跳过指标 INE SC c13 2024-11-19 14:39:14,867 - my_logger - INFO - 跳过指标 INE SC c14 2024-11-19 14:39:14,868 - my_logger - INFO - 跳过指标 INE SC c15 2024-11-19 14:39:14,868 - my_logger - INFO - 跳过指标 INE SC c16 2024-11-19 14:39:14,868 - my_logger - INFO - 跳过指标 INE SC c17 2024-11-19 14:39:14,870 - my_logger - INFO - 跳过指标 INE SC c18 2024-11-19 14:39:14,870 - my_logger - INFO - 跳过指标 INE SC c19 2024-11-19 14:39:14,871 - my_logger - INFO - 跳过指标 INE SC c20 2024-11-19 14:39:14,871 - my_logger - INFO - 跳过指标 EFS c1 2024-11-19 14:39:14,872 - my_logger - INFO - 跳过指标 EFS c2 2024-11-19 14:39:14,872 - my_logger - INFO - 跳过指标 EFS c3 2024-11-19 14:39:14,872 - my_logger - INFO - 跳过指标 EFS c4 2024-11-19 14:39:14,873 - my_logger - INFO - 跳过指标 EFS c5 2024-11-19 14:39:14,873 - my_logger - INFO - 跳过指标 EFS c6 2024-11-19 14:39:14,874 - my_logger - INFO - 跳过指标 Dubai Swap c15 2024-11-19 14:39:14,874 - my_logger - INFO - 跳过指标 Dubai Swap c16 2024-11-19 14:39:14,875 - my_logger - INFO - 跳过指标 Dubai Swap c17 2024-11-19 14:39:14,875 - my_logger - INFO - 跳过指标 Dubai Swap c18 2024-11-19 14:39:14,876 - my_logger - INFO - 跳过指标 Dubai Swap c19 2024-11-19 14:39:14,876 - my_logger - INFO - 跳过指标 Dubai Swap c20 2024-11-19 14:39:14,877 - my_logger - INFO - 跳过指标 Dubai Swap c21 2024-11-19 14:39:14,877 - my_logger - INFO - 跳过指标 Dubai Swap c22 2024-11-19 14:39:15,069 - my_logger - INFO - 跳过指标 Oman Swap c2 2024-11-19 14:39:15,070 - my_logger - INFO - 跳过指标 Oman Swap c3 2024-11-19 14:39:15,071 - my_logger - INFO - 跳过指标 Oman Swap c4 2024-11-19 14:39:15,071 - my_logger - INFO - 跳过指标 Oman Swap c5 2024-11-19 14:39:15,072 - my_logger - INFO - 跳过指标 Oman Swap c6 2024-11-19 14:39:15,072 - my_logger - INFO - 跳过指标 Oman Swap c7 2024-11-19 14:39:15,073 - my_logger - INFO - 跳过指标 Oman Swap c8 2024-11-19 14:39:15,073 - my_logger - INFO - 跳过指标 Oman Swap c9 2024-11-19 14:39:15,074 - my_logger - INFO - 跳过指标 Oman Swap c10 2024-11-19 14:39:15,074 - my_logger - INFO - 跳过指标 Oman Swap c11 2024-11-19 14:39:15,074 - my_logger - INFO - 跳过指标 Oman Swap c12 2024-11-19 14:39:15,075 - my_logger - INFO - 跳过指标 Oman Swap c13 2024-11-19 14:39:15,075 - my_logger - INFO - 跳过指标 Oman Swap c14 2024-11-19 14:39:15,076 - my_logger - INFO - 跳过指标 Oman Swap c15 2024-11-19 14:39:15,076 - my_logger - INFO - 跳过指标 Oman Swap c16 2024-11-19 14:39:15,077 - my_logger - INFO - 跳过指标 Oman Swap c17 2024-11-19 14:39:15,077 - my_logger - INFO - 跳过指标 Oman Swap c18 2024-11-19 14:39:15,078 - my_logger - INFO - 跳过指标 Oman Swap c19 2024-11-19 14:39:15,078 - my_logger - INFO - 跳过指标 Oman Swap c20 2024-11-19 14:39:15,079 - my_logger - INFO - 跳过指标 Oman Swap c21 2024-11-19 14:39:15,079 - my_logger - INFO - 跳过指标 Oman Swap c22 2024-11-19 14:39:15,080 - my_logger - INFO - 跳过指标 Oman Swap c23 2024-11-19 14:39:15,080 - my_logger - INFO - 跳过指标 Oman Swap c24 2024-11-19 14:39:15,081 - my_logger - INFO - 跳过指标 Oman Swap c25 2024-11-19 14:39:15,082 - my_logger - INFO - 跳过指标 Oman Swap c26 2024-11-19 14:39:15,082 - my_logger - INFO - 跳过指标 Oman Swap c27 2024-11-19 14:39:15,083 - my_logger - INFO - 跳过指标 Oman Swap c28 2024-11-19 14:39:15,083 - my_logger - INFO - 跳过指标 Oman Swap c29 2024-11-19 14:39:15,084 - my_logger - INFO - 跳过指标 Oman Swap c30 2024-11-19 14:39:15,084 - my_logger - INFO - 跳过指标 Oman Swap c31 2024-11-19 14:39:15,084 - my_logger - INFO - 跳过指标 Oman Swap c32 2024-11-19 14:39:15,086 - my_logger - INFO - 跳过指标 Oman Swap c33 2024-11-19 14:39:15,086 - my_logger - INFO - 跳过指标 Oman Swap c34 2024-11-19 14:39:15,087 - my_logger - INFO - 跳过指标 Oman Swap c35 2024-11-19 14:39:15,087 - my_logger - INFO - 跳过指标 Oman Swap c36 2024-11-19 14:39:15,088 - my_logger - INFO - 跳过指标 Oman Swap c37 2024-11-19 14:39:15,088 - my_logger - INFO - 跳过指标 Oman Swap c38 2024-11-19 14:39:15,512 - my_logger - INFO - 跳过指标 DME Oman c2 2024-11-19 14:39:15,513 - my_logger - INFO - 跳过指标 DME Oman c3 2024-11-19 14:39:15,513 - my_logger - INFO - 跳过指标 DME Oman c4 2024-11-19 14:39:15,514 - my_logger - INFO - 跳过指标 DME Oman c5 2024-11-19 14:39:15,514 - my_logger - INFO - 跳过指标 DME Oman c6 2024-11-19 14:39:15,708 - my_logger - INFO - 跳过指标 Murban Futures c2 2024-11-19 14:39:15,708 - my_logger - INFO - 跳过指标 Murban Futures c3 2024-11-19 14:39:15,709 - my_logger - INFO - 跳过指标 Murban Futures c4 2024-11-19 14:39:15,710 - my_logger - INFO - 跳过指标 Murban Futures c5 2024-11-19 14:39:15,710 - my_logger - INFO - 跳过指标 Murban Futures c6 2024-11-19 14:39:24,281 - my_logger - INFO - 跳过指标 EFS c1-c2 2024-11-19 14:39:24,282 - my_logger - INFO - 跳过指标 TD3C 运费 c1-c2 2024-11-19 14:39:26,443 - my_logger - INFO - 跳过指标 SC c1-c2/7DMA 2024-11-19 14:39:26,632 - my_logger - INFO - 跳过指标 美国柴油裂差-美国汽油裂差 2024-11-19 14:39:26,634 - my_logger - INFO - 跳过指标 Brent c1-c2 (结算) 2024-11-19 14:39:31,447 - my_logger - INFO - 跳过指标 Brent c1-c2 (结算B) 2024-11-19 14:39:31,698 - my_logger - INFO - 跳过指标 WTI c1-c2 (结算B) 2024-11-19 14:39:31,949 - my_logger - INFO - 跳过指标 DME Oman c1 02:30收盘价预估 2024-11-19 14:39:31,950 - my_logger - INFO - 跳过指标 DME Oman c2 02:30收盘价预估 2024-11-19 14:39:32,447 - my_logger - INFO - 跳过指标 Brent连1合约价格/12DMA 2024-11-19 14:39:34,910 - my_logger - INFO - 跳过指标 美国成品车用汽油库存1周环差 2024-11-19 14:39:34,911 - my_logger - INFO - 跳过指标 美国PADD1原油库存1周环差 2024-11-19 14:39:34,911 - my_logger - INFO - 跳过指标 美国PADD3原油库存1周环差 2024-11-19 14:39:34,912 - my_logger - INFO - 跳过指标 美国PADD2原油库存1周环差 2024-11-19 14:39:34,912 - my_logger - INFO - 跳过指标 美国PADD5原油库存1周环差 2024-11-19 14:39:34,913 - my_logger - INFO - 跳过指标 美国PADD4原油库存1周环差 2024-11-19 14:39:36,892 - my_logger - INFO - 跳过指标 库欣原油库存1周环差 2024-11-19 14:39:37,134 - my_logger - INFO - 跳过指标 美国战略储备原油库存1周环差 2024-11-19 14:39:37,134 - my_logger - INFO - 跳过指标 美国商业原油库存1周环差 2024-11-19 14:39:42,909 - my_logger - INFO - 跳过指标 中东原油成本+运费 2024-11-19 14:39:44,544 - my_logger - INFO - 跳过指标 Brent原油现货价格/8DMA 2024-11-19 14:39:44,544 - my_logger - INFO - 跳过指标 现货价:原油:英国布伦特Dtd/8DMA 2024-11-19 14:40:07,266 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/Brent 连2-连3 2024-11-19 14:40:07,267 - my_logger - INFO - 跳过指标 BrentC1-C21日环差 2024-11-19 14:40:17,545 - my_logger - INFO - 跳过指标 OMAN原油中质远期现货DES价30DMA 2024-11-19 14:40:19,286 - my_logger - INFO - 跳过指标 VLCC原油运价（中东至日本） 2024-11-19 14:40:24,388 - my_logger - INFO - 跳过指标 中东-中国原油运费 2024-11-19 14:40:28,108 - my_logger - INFO - 跳过指标 波斯湾到中国VLCC原油运费（美元/天） 2024-11-19 14:40:28,109 - my_logger - INFO - 跳过指标 波斯湾到新加坡VLCC油轮运费 2024-11-19 14:40:30,480 - my_logger - INFO - 跳过指标 原油波动率 2024-11-19 14:40:40,466 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/DFL 2024-11-19 14:40:41,296 - my_logger - INFO - 跳过指标 SC c3-阿曼到岸入罐成本/7DMA 2024-11-19 14:40:51,793 - my_logger - INFO - 跳过指标 美国汽油净进口（周度）1周环差 2024-11-19 14:40:52,261 - my_logger - INFO - 跳过指标 美国代表性页岩油公司股价 2024-11-19 14:40:52,505 - my_logger - INFO - 跳过指标 美国国内周度原油产量1周环差 2024-11-19 14:40:52,505 - my_logger - INFO - 跳过指标 EIA周度NGL产量同比 2024-11-19 14:40:52,506 - my_logger - INFO - 跳过指标 美国原油活跃钻机数同比 2024-11-19 14:40:52,648 - my_logger - INFO - 跳过指标 原油：主营炼厂：产能利用率：中国（周）日度变频 2024-11-19 14:40:52,935 - my_logger - INFO - 跳过指标 美国原油周度调整项/4WMA 2024-11-19 14:40:52,936 - my_logger - INFO - 跳过指标 美国FCC装置检修量 2024-11-19 14:40:52,936 - my_logger - INFO - 跳过指标 美国VDU装置检修量 2024-11-19 14:40:53,183 - my_logger - INFO - 跳过指标 美国炼厂CDU装置检修量 2024-11-19 14:40:53,184 - my_logger - INFO - 跳过指标 美国炼厂部分装置检修量 2024-11-19 14:40:53,328 - my_logger - INFO - 跳过指标 俄罗斯CDU装置检修量 2024-11-19 14:40:53,571 - my_logger - INFO - 跳过指标 法国CDU检修量 2024-11-19 14:40:53,572 - my_logger - INFO - 跳过指标 法国CDU检修量/7DMA 2024-11-19 14:40:53,573 - my_logger - INFO - 跳过指标 法国CDU检修量超季节性/5年 2024-11-19 14:40:53,788 - my_logger - INFO - 跳过指标 美国FCC装置检修量超季节性/3年 2024-11-19 14:40:53,788 - my_logger - INFO - 跳过指标 西北欧FCC装置检修量 2024-11-19 14:40:53,789 - my_logger - INFO - 跳过指标 西北欧FCC装置检修量/7DMA 2024-11-19 14:40:53,789 - my_logger - INFO - 跳过指标 西北欧加氢裂化装置检修量 2024-11-19 14:40:53,790 - my_logger - INFO - 跳过指标 西北欧加氢裂化装置检修量/7DMA 2024-11-19 14:40:53,790 - my_logger - INFO - 跳过指标 美国FCC装置检修量/7DMA 2024-11-19 14:40:53,791 - my_logger - INFO - 跳过指标 美国炼厂CDU装置检修量超季节性/3年 2024-11-19 14:40:53,792 - my_logger - INFO - 跳过指标 中国CDU检修量 2024-11-19 14:40:54,279 - my_logger - INFO - 跳过指标 全球加氢装置检修（千桶/日） 2024-11-19 14:40:54,280 - my_logger - INFO - 跳过指标 全球重整装置检修（千桶/日） 2024-11-19 14:40:54,281 - my_logger - INFO - 跳过指标 全球CDU装置检修（千桶/日） 2024-11-19 14:40:55,357 - my_logger - INFO - 跳过指标 西北欧CDU装置检修量 2024-11-19 14:40:55,358 - my_logger - INFO - 跳过指标 地中海国家CDU装置检修量 2024-11-19 14:40:55,358 - my_logger - INFO - 跳过指标 东欧CDU装置检修量 2024-11-19 14:40:55,359 - my_logger - INFO - 跳过指标 欧洲CDU装置检修量 2024-11-19 14:41:00,257 - my_logger - INFO - 跳过指标 美国原油活跃钻机数1周环差 2024-11-19 14:41:01,585 - my_logger - INFO - 跳过指标 页岩油公司EOG 股价 2024-11-19 14:41:01,587 - my_logger - INFO - 跳过指标 康菲石油公司股价 2024-11-19 14:41:01,588 - my_logger - INFO - 跳过指标 Pioneer公司股价 2024-11-19 14:41:01,588 - my_logger - INFO - 跳过指标 HESS公司股价 2024-11-19 14:41:01,588 - my_logger - INFO - 跳过指标 西方石油公司股价 2024-11-19 14:41:01,589 - my_logger - INFO - 跳过指标 Coterra公司股价 2024-11-19 14:41:01,589 - my_logger - INFO - 跳过指标 Concho Resources 公司股价 2024-11-19 14:41:01,590 - my_logger - INFO - 跳过指标 Black Stone Minerals LP股价 2024-11-19 14:41:01,590 - my_logger - INFO - 跳过指标 Continental Resources Inc股价 2024-11-19 14:41:01,591 - my_logger - INFO - 跳过指标 Diamondback Energy Inc股价 2024-11-19 14:41:02,146 - my_logger - INFO - 跳过指标 戴文能源股价 2024-11-19 14:41:03,356 - my_logger - INFO - 跳过指标 亚洲主要国家4周平均原油海运进口合计 2024-11-19 14:41:03,357 - my_logger - INFO - 跳过指标 DOE-航煤净进口1周环差 2024-11-19 14:41:03,357 - my_logger - INFO - 跳过指标 DOE-美国馏分燃料油净进口1周环差 2024-11-19 14:41:03,358 - my_logger - INFO - 跳过指标 DOE-美国汽油净进口1周环差 2024-11-19 14:41:03,358 - my_logger - INFO - 跳过指标 美国原油周度净进口1周环差 2024-11-19 14:41:04,956 - my_logger - INFO - 跳过指标 美国原油总出口4周平均 2024-11-19 14:41:06,135 - my_logger - INFO - 跳过指标 中东至中国原油运费 2024-11-19 14:41:07,517 - my_logger - INFO - 跳过指标 DoC4周平均原油海运出口 2024-11-19 14:41:07,518 - my_logger - INFO - 跳过指标 FSU-阿塞拜疆4周平均原油海运出口 2024-11-19 14:41:07,518 - my_logger - INFO - 跳过指标 FSU-俄罗斯4周平均原油海运出口 2024-11-19 14:41:07,519 - my_logger - INFO - 跳过指标 FSU-哈萨克斯坦4周平均原油海运出口 2024-11-19 14:41:07,520 - my_logger - INFO - 跳过指标 FSU-土库曼斯坦4周平均原油海运出口 2024-11-19 14:41:07,520 - my_logger - INFO - 跳过指标 Non-OPEC DoC4周平均原油海运出口 2024-11-19 14:41:07,521 - my_logger - INFO - 跳过指标 OPEC4周平均原油海运出口 2024-11-19 14:41:07,521 - my_logger - INFO - 跳过指标 OPEC豁免国4周平均原油海运出口 2024-11-19 14:41:07,521 - my_logger - INFO - 跳过指标 OPEC减产国4周平均原油海运出口 2024-11-19 14:41:07,522 - my_logger - INFO - 跳过指标 北非-阿尔及利亚4周平均原油海运出口 2024-11-19 14:41:07,522 - my_logger - INFO - 跳过指标 北非-埃及4周平均原油海运出口 2024-11-19 14:41:07,523 - my_logger - INFO - 跳过指标 北非-利比亚4周平均原油海运出口 2024-11-19 14:41:07,523 - my_logger - INFO - 跳过指标 北非-苏丹4周平均原油海运出口 2024-11-19 14:41:07,524 - my_logger - INFO - 跳过指标 北美-加拿大4周平均原油海运出口 2024-11-19 14:41:07,524 - my_logger - INFO - 跳过指标 北美-美国4周平均原油海运出口 2024-11-19 14:41:07,525 - my_logger - INFO - 跳过指标 拉美-阿根廷4周平均原油海运出口 2024-11-19 14:41:07,525 - my_logger - INFO - 跳过指标 拉美-巴拿马4周平均原油海运出口 2024-11-19 14:41:07,526 - my_logger - INFO - 跳过指标 拉美-巴西4周平均原油海运出口 2024-11-19 14:41:07,526 - my_logger - INFO - 跳过指标 拉美-多巴哥岛4周平均原油海运出口 2024-11-19 14:41:07,526 - my_logger - INFO - 跳过指标 拉美-厄瓜多尔4周平均原油海运出口 2024-11-19 14:41:07,527 - my_logger - INFO - 跳过指标 拉美-哥伦比亚4周平均原油海运出口 2024-11-19 14:41:07,527 - my_logger - INFO - 跳过指标 拉美-圭亚那4周平均原油海运出口 2024-11-19 14:41:07,527 - my_logger - INFO - 跳过指标 拉美-墨西哥4周平均原油海运出口 2024-11-19 14:41:07,528 - my_logger - INFO - 跳过指标 拉美-委内瑞拉4周平均原油海运出口 2024-11-19 14:41:07,528 - my_logger - INFO - 跳过指标 欧洲-挪威4周平均原油海运出口 2024-11-19 14:41:07,529 - my_logger - INFO - 跳过指标 欧洲-英国4周平均原油海运出口 2024-11-19 14:41:07,529 - my_logger - INFO - 跳过指标 西非-安哥拉4周平均原油海运出口 2024-11-19 14:41:07,530 - my_logger - INFO - 跳过指标 西非-几内亚4周平均原油海运出口 2024-11-19 14:41:07,530 - my_logger - INFO - 跳过指标 西非-加纳4周平均原油海运出口 2024-11-19 14:41:07,531 - my_logger - INFO - 跳过指标 西非-尼日利亚4周平均原油海运出口 2024-11-19 14:41:07,531 - my_logger - INFO - 跳过指标 亚太-澳大利亚4周平均原油海运出口 2024-11-19 14:41:07,532 - my_logger - INFO - 跳过指标 亚太-马来西亚4周平均原油海运出口 2024-11-19 14:41:07,532 - my_logger - INFO - 跳过指标 亚太-文莱4周平均原油海运出口 2024-11-19 14:41:07,533 - my_logger - INFO - 跳过指标 亚太-印尼4周平均原油海运出口 2024-11-19 14:41:07,533 - my_logger - INFO - 跳过指标 中东-阿联酋4周平均原油海运出口 2024-11-19 14:41:07,534 - my_logger - INFO - 跳过指标 中东-阿曼4周平均原油海运出口 2024-11-19 14:41:07,534 - my_logger - INFO - 跳过指标 中东-巴林4周平均原油海运出口 2024-11-19 14:41:07,535 - my_logger - INFO - 跳过指标 中东-卡塔尔4周平均原油海运出口 2024-11-19 14:41:07,535 - my_logger - INFO - 跳过指标 中东-科威特4周平均原油海运出口 2024-11-19 14:41:07,536 - my_logger - INFO - 跳过指标 中东-沙特4周平均原油海运出口 2024-11-19 14:41:07,536 - my_logger - INFO - 跳过指标 中东-也门4周平均原油海运出口 2024-11-19 14:41:07,536 - my_logger - INFO - 跳过指标 中东-伊拉克4周平均原油海运出口 2024-11-19 14:41:07,538 - my_logger - INFO - 跳过指标 中东-伊朗4周平均原油海运出口 2024-11-19 14:41:07,538 - my_logger - INFO - 跳过指标 中西非-刚果布4周平均原油海运出口 2024-11-19 14:41:07,538 - my_logger - INFO - 跳过指标 中西非-加蓬4周平均原油海运出口 2024-11-19 14:41:07,539 - my_logger - INFO - 跳过指标 中西非-喀麦隆4周平均原油海运出口 2024-11-19 14:41:07,539 - my_logger - INFO - 跳过指标 中国4周平均原油海运进口 2024-11-19 14:41:07,540 - my_logger - INFO - 跳过指标 印度4周平均原油海运进口 2024-11-19 14:41:07,540 - my_logger - INFO - 跳过指标 韩国4周平均原油海运进口 2024-11-19 14:41:07,541 - my_logger - INFO - 跳过指标 日本4周平均原油海运进口 2024-11-19 14:41:07,541 - my_logger - INFO - 跳过指标 新加坡4周平均原油海运进口 2024-11-19 14:41:07,542 - my_logger - INFO - 跳过指标 泰国4周平均原油海运进口 2024-11-19 14:41:07,542 - my_logger - INFO - 跳过指标 中国台湾4周平均原油海运进口 2024-11-19 14:41:07,543 - my_logger - INFO - 跳过指标 马来西亚4周平均原油海运进口 2024-11-19 14:41:07,543 - my_logger - INFO - 跳过指标 印尼4周平均原油海运进口 2024-11-19 14:41:07,544 - my_logger - INFO - 跳过指标 缅甸4周平均原油海运进口 2024-11-19 14:41:07,545 - my_logger - INFO - 跳过指标 越南4周平均原油海运进口 2024-11-19 14:41:07,545 - my_logger - INFO - 跳过指标 巴基斯坦4周平均原油海运进口 2024-11-19 14:41:07,546 - my_logger - INFO - 跳过指标 美国4周平均原油海运进口 2024-11-19 14:41:07,546 - my_logger - INFO - 跳过指标 加拿大4周平均原油海运进口 2024-11-19 14:41:07,547 - my_logger - INFO - 跳过指标 巴拿马4周平均原油海运进口 2024-11-19 14:41:07,547 - my_logger - INFO - 跳过指标 巴西4周平均原油海运进口 2024-11-19 14:41:07,548 - my_logger - INFO - 跳过指标 智利4周平均原油海运进口 2024-11-19 14:41:07,548 - my_logger - INFO - 跳过指标 意大利4周平均原油海运进口 2024-11-19 14:41:07,549 - my_logger - INFO - 跳过指标 荷兰4周平均原油海运进口 2024-11-19 14:41:07,549 - my_logger - INFO - 跳过指标 西班牙4周平均原油海运进口 2024-11-19 14:41:07,550 - my_logger - INFO - 跳过指标 法国4周平均原油海运进口 2024-11-19 14:41:07,550 - my_logger - INFO - 跳过指标 英国4周平均原油海运进口 2024-11-19 14:41:07,551 - my_logger - INFO - 跳过指标 希腊4周平均原油海运进口 2024-11-19 14:41:07,551 - my_logger - INFO - 跳过指标 德国4周平均原油海运进口 2024-11-19 14:41:07,552 - my_logger - INFO - 跳过指标 波兰4周平均原油海运进口 2024-11-19 14:41:07,552 - my_logger - INFO - 跳过指标 瑞典4周平均原油海运进口 2024-11-19 14:41:07,553 - my_logger - INFO - 跳过指标 葡萄牙4周平均原油海运进口 2024-11-19 14:41:07,553 - my_logger - INFO - 跳过指标 芬兰4周平均原油海运进口 2024-11-19 14:41:07,554 - my_logger - INFO - 跳过指标 立陶宛4周平均原油海运进口 2024-11-19 14:41:07,554 - my_logger - INFO - 跳过指标 罗马尼亚4周平均原油海运进口 2024-11-19 14:41:07,555 - my_logger - INFO - 跳过指标 埃及4周平均原油海运进口 2024-11-19 14:41:07,555 - my_logger - INFO - 跳过指标 土耳其4周平均原油海运进口 2024-11-19 14:41:07,556 - my_logger - INFO - 跳过指标 南非4周平均原油海运进口 2024-11-19 14:41:07,556 - my_logger - INFO - 跳过指标 以色列4周平均原油海运进口 2024-11-19 14:41:07,557 - my_logger - INFO - 跳过指标 阿联酋4周平均原油海运进口 2024-11-19 14:41:07,557 - my_logger - INFO - 跳过指标 澳大利亚4周平均原油海运进口 2024-11-19 14:41:19,976 - my_logger - INFO - 跳过指标 日本周度原油海运进口 2024-11-19 14:41:21,935 - my_logger - INFO - 跳过指标 中东-阿联酋周度原油海运出口/4WMA 2024-11-19 14:41:21,936 - my_logger - INFO - 跳过指标 中东-伊朗周度原油海运出口/4WMA 2024-11-19 14:41:21,937 - my_logger - INFO - 跳过指标 中东-卡塔尔周度原油海运出口/4WMA 2024-11-19 14:41:22,044 - my_logger - INFO - 跳过指标 Kpler-OPEC中东原油海运出口/4WMA 2024-11-19 14:41:22,044 - my_logger - INFO - 跳过指标 美国原油海运出口/4WMA 2024-11-19 14:41:22,045 - my_logger - INFO - 跳过指标 iraq/4WMA 2024-11-19 14:41:22,045 - my_logger - INFO - 跳过指标 Venezuela/4WMA 2024-11-19 14:41:22,045 - my_logger - INFO - 跳过指标 Kpler-沙特原油出口/4WMA 2024-11-19 14:41:22,046 - my_logger - INFO - 跳过指标 Kpler-OPEC原油海运出口/4WMA 2024-11-19 14:41:22,046 - my_logger - INFO - 跳过指标 Kpler-OPEC+原油海运出口/4WMA 2024-11-19 14:41:22,047 - my_logger - INFO - 跳过指标 Kpler-沙特原油出口 2024-11-19 14:41:22,047 - my_logger - INFO - 跳过指标 Kpler-OPEC+原油海运出口 2024-11-19 14:41:22,047 - my_logger - INFO - 跳过指标 Kpler-OPEC+（除OPEC）原油海运出口 2024-11-19 14:41:22,048 - my_logger - INFO - 跳过指标 Kpler-OPEC原油海运出口 2024-11-19 14:41:22,048 - my_logger - INFO - 跳过指标 Kpler-OPEC中东原油海运出口 2024-11-19 14:41:22,050 - my_logger - INFO - 跳过指标 Kpler-阿联酋原油海运出口 2024-11-19 14:41:22,050 - my_logger - INFO - 跳过指标 Kpler-科威特原油海运出口 2024-11-19 14:41:22,050 - my_logger - INFO - 跳过指标 美国原油海运出口 2024-11-19 14:41:22,120 - my_logger - INFO - 跳过指标 欧洲原油海运进口/4WMA 2024-11-19 14:41:22,121 - my_logger - INFO - 跳过指标 日本原油海运进口 2024-11-19 14:41:22,121 - my_logger - INFO - 跳过指标 德国原油海运进口 2024-11-19 14:41:22,122 - my_logger - INFO - 跳过指标 欧洲原油海运进口 2024-11-19 14:41:22,122 - my_logger - INFO - 跳过指标 印度原油海运进口 2024-11-19 14:41:22,123 - my_logger - INFO - 跳过指标 中国原油海运进口 2024-11-19 14:41:22,226 - my_logger - INFO - 跳过指标 美国汽油库存超季节性3年百分比 2024-11-19 14:41:22,226 - my_logger - INFO - 跳过指标 SCvsBrent 2024-11-19 14:41:22,227 - my_logger - INFO - 跳过指标 WTI连1合约价格与美国汽油裂解价差(领先17天)60天滚动相关性 2024-11-19 14:41:22,227 - my_logger - INFO - 跳过指标 美国汽油裂解价差拟合残差/NYMEX RBOB汽油与美国汽油裂解价差(领先18天)90天滚动相关性 2024-11-19 14:41:22,228 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/美元指数与Brent连1合约价格2周滚动相关性 2024-11-19 14:41:22,229 - my_logger - INFO - 跳过指标 美国原油库存与汽油库存比值 2024-11-19 14:41:22,229 - my_logger - INFO - 跳过指标 山东独立炼厂综合炼油利润与Brent连1合约价格(领先4天)60天滚动相关性 2024-11-19 14:41:22,230 - my_logger - INFO - 跳过指标 Brent c1/Comex铜 c1 2024-11-19 14:41:22,230 - my_logger - INFO - 跳过指标 美国炼厂原油输入量1周环差*-1 2024-11-19 14:41:22,231 - my_logger - INFO - 跳过指标 地缘政治风险指数/30DMA 2024-11-19 14:41:22,231 - my_logger - INFO - 跳过指标 地缘政治风险指数/14DMA 2024-11-19 14:41:22,232 - my_logger - INFO - 跳过指标 地缘政治风险指数/7DMA 2024-11-19 14:41:22,232 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/GPRD_MA30 2024-11-19 14:41:22,233 - my_logger - INFO - 跳过指标 WTI连1合约价格拟合残差/WTI连1-连4 2024-11-19 14:41:22,233 - my_logger - INFO - 跳过指标 美国RBOB/CBOB库存比 2024-11-19 14:41:22,234 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/美元指数 2024-11-19 14:41:22,234 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/Brent连1-连2月差 2024-11-19 14:41:22,235 - my_logger - INFO - 跳过指标 Brent连1合约价格与Brent连1合约价格拟合残差/BRENT 211裂解价差150天滚动相关性 2024-11-19 14:41:22,235 - my_logger - INFO - 跳过指标 Brent连1合约价格与Brent连1合约价格拟合残差/DFL150天滚动相关性 2024-11-19 14:41:22,236 - my_logger - INFO - 跳过指标 库欣/商业原油库存-美国 2024-11-19 14:41:22,312 - my_logger - INFO - 跳过指标 印度成品油海运进口/4WMA 2024-11-19 14:41:22,313 - my_logger - INFO - 跳过指标 中国成品油海运进口/4WMA 2024-11-19 14:41:22,313 - my_logger - INFO - 跳过指标 欧洲成品油海运进口/4WMA 2024-11-19 14:41:22,314 - my_logger - INFO - 跳过指标 印度成品油海运进口 2024-11-19 14:41:22,314 - my_logger - INFO - 跳过指标 中国汽油海运进口 2024-11-19 14:41:22,315 - my_logger - INFO - 跳过指标 印度柴油海运进口 2024-11-19 14:41:22,316 - my_logger - INFO - 跳过指标 印度汽油海运进口 2024-11-19 14:41:22,316 - my_logger - INFO - 跳过指标 中国柴油海运进口 2024-11-19 14:41:22,317 - my_logger - INFO - 跳过指标 中国成品油海运进口 2024-11-19 14:41:22,317 - my_logger - INFO - 跳过指标 欧洲航煤海运进口 2024-11-19 14:41:22,317 - my_logger - INFO - 跳过指标 欧洲燃料油海运进口 2024-11-19 14:41:22,318 - my_logger - INFO - 跳过指标 欧洲石脑油海运进口 2024-11-19 14:41:22,318 - my_logger - INFO - 跳过指标 欧洲汽油海运进口 2024-11-19 14:41:22,319 - my_logger - INFO - 跳过指标 欧洲柴油海运进口 2024-11-19 14:41:22,319 - my_logger - INFO - 跳过指标 欧洲成品油海运进口 2024-11-19 14:41:22,392 - my_logger - INFO - 跳过指标 美国柴油海运出口/4WMA 2024-11-19 14:41:22,393 - my_logger - INFO - 跳过指标 美国汽油海运出口 2024-11-19 14:41:22,393 - my_logger - INFO - 跳过指标 俄罗斯柴油海运出口 2024-11-19 14:41:22,394 - my_logger - INFO - 跳过指标 俄罗斯成品油海运出口 2024-11-19 14:41:22,394 - my_logger - INFO - 跳过指标 美国柴油海运出口 2024-11-19 14:41:22,395 - my_logger - INFO - 跳过指标 美国成品油海运出口 2024-11-19 14:41:22,395 - my_logger - INFO - 跳过指标 俄罗斯汽油海运出口 2024-11-19 14:41:23,703 - my_logger - INFO - ['ovx index', 'dxy curncy', 'C2403128043', 'C2403150124', 'FVHCM1 INDEX', 'doedtprd index', 'CFFDQMMN INDEX', 'C2403083739', 'C2404167878', 'lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404167855'] 2024-11-19 14:41:23,704 - my_logger - INFO - ovx index 2024-11-19 14:41:24,143 - my_logger - INFO - dxy curncy 2024-11-19 14:41:24,753 - my_logger - INFO - C2403128043 2024-11-19 14:41:25,400 - my_logger - INFO - C2403150124 2024-11-19 14:41:26,101 - my_logger - INFO - FVHCM1 INDEX 2024-11-19 14:41:26,483 - my_logger - INFO - doedtprd index 2024-11-19 14:41:26,739 - my_logger - INFO - CFFDQMMN INDEX 2024-11-19 14:41:26,950 - my_logger - INFO - C2403083739 2024-11-19 14:41:27,156 - my_logger - INFO - C2404167878 2024-11-19 14:41:27,374 - my_logger - INFO - lmcads03 lme comdty 2024-11-19 14:41:27,774 - my_logger - INFO - GC1 COMB Comdty 2024-11-19 14:41:28,429 - my_logger - INFO - C2404167855 2024-11-19 14:41:29,146 - my_logger - INFO - date 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 美国:炼油厂的投入与使用情况:开工率:当周值 ... lmcads03 lme comdty GC1 COMB Comdty C2404167855 9425 2024-11-19 NaN NaN ... NaN NaN NaN 8289 2024-11-18 NaN NaN ... NaN 2615.3 38.5293 10772 2024-11-17 NaN NaN ... NaN NaN NaN 11274 2024-11-16 NaN NaN ... NaN NaN NaN 1733 2024-11-15 NaN NaN ... 9002.5 2570.1 38.3483 [5 rows x 504 columns] 2024-11-19 14:42:52,777 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-19 14:42:52,779 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-19 14:42:52,781 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-19 14:42:52,783 - my_logger - INFO - Column 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 was last updated at 2024-06-14 2024-11-19 14:42:52,785 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-19 14:42:52,787 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14 2024-11-19 14:42:52,789 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-08 2024-11-19 14:42:52,792 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-15 2024-11-19 14:42:52,794 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10 2024-11-19 14:42:52,796 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-08 2024-11-19 14:42:52,798 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-08 2024-11-19 14:42:52,800 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-08 2024-11-19 14:42:52,802 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-19 14:42:52,804 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-19 14:42:52,807 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-15 2024-11-19 14:42:52,809 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-15 2024-11-19 14:42:52,811 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04 2024-11-19 14:42:52,813 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04 2024-11-19 14:42:52,815 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-08 2024-11-19 14:42:52,818 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-08 2024-11-19 14:42:52,821 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-15 2024-11-19 14:42:52,823 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-15 2024-11-19 14:42:52,825 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-08 2024-11-19 14:42:52,827 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-15 2024-11-19 14:42:52,829 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-08 2024-11-19 14:42:52,831 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-08 2024-11-19 14:42:52,833 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-08 2024-11-19 14:42:52,835 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-08 2024-11-19 14:42:52,837 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-08 2024-11-19 14:42:52,839 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-08 2024-11-19 14:42:52,842 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-08 2024-11-19 14:42:52,844 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24 2024-11-19 14:42:52,847 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31 2024-11-19 14:42:52,849 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-18 2024-11-19 14:42:52,851 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-18 2024-11-19 14:42:52,853 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-18 2024-11-19 14:42:52,855 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-18 2024-11-19 14:42:52,857 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-18 2024-11-19 14:42:52,859 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-18 2024-11-19 14:42:52,861 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-18 2024-11-19 14:42:52,864 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-18 2024-11-19 14:42:52,866 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-18 2024-11-19 14:42:52,867 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-18 2024-11-19 14:42:52,870 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-11-18 2024-11-19 14:42:52,872 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-18 2024-11-19 14:42:52,874 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-18 2024-11-19 14:42:52,878 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-18 2024-11-19 14:42:52,879 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-18 2024-11-19 14:42:52,881 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-11-18 2024-11-19 14:42:52,883 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-11-18 2024-11-19 14:42:52,885 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-11-15 2024-11-19 14:42:52,888 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-11-15 2024-11-19 14:42:52,890 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-11-18 2024-11-19 14:42:52,892 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-11-18 2024-11-19 14:42:52,894 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-11-18 2024-11-19 14:42:52,897 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-11-18 2024-11-19 14:42:52,899 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-11-18 2024-11-19 14:42:52,901 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-11-18 2024-11-19 14:42:52,903 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-11-18 2024-11-19 14:42:52,905 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-11-18 2024-11-19 14:42:52,907 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-11-18 2024-11-19 14:42:52,910 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-11-18 2024-11-19 14:42:52,912 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-11-18 2024-11-19 14:42:52,914 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-11-18 2024-11-19 14:42:52,916 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-11-18 2024-11-19 14:42:52,917 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-11-18 2024-11-19 14:42:52,920 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-11-18 2024-11-19 14:42:52,922 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-11-18 2024-11-19 14:42:52,925 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-11-18 2024-11-19 14:42:52,927 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-11-18 2024-11-19 14:42:52,929 - my_logger - INFO - Column SC内外价差 was last updated at 2024-11-18 2024-11-19 14:42:52,931 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-18 2024-11-19 14:42:52,933 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-18 2024-11-19 14:42:52,936 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-19 2024-11-19 14:42:52,938 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-18 2024-11-19 14:42:52,940 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-18 2024-11-19 14:42:52,943 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-18 2024-11-19 14:42:52,945 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-18 2024-11-19 14:42:52,948 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-18 2024-11-19 14:42:52,951 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-11-18 2024-11-19 14:42:52,953 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-11-18 2024-11-19 14:42:52,956 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31 2024-11-19 14:42:52,958 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-11-14 2024-11-19 14:42:52,960 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03 2024-11-19 14:42:52,962 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28 2024-11-19 14:42:52,964 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-11-18 2024-11-19 14:42:52,966 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-11-18 2024-11-19 14:42:52,968 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-11-18 2024-11-19 14:42:52,971 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-11-19 2024-11-19 14:42:52,973 - my_logger - INFO - Column Brent连1合约价格 was last updated at 2024-11-18 2024-11-19 14:42:52,975 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-11-18 2024-11-19 14:42:52,978 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16 2024-11-19 14:42:52,980 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-11-18 2024-11-19 14:42:52,982 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-11-18 2024-11-19 14:42:52,984 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31 2024-11-19 14:42:52,986 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31 2024-11-19 14:42:52,989 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-11-19 2024-11-19 14:42:52,991 - my_logger - INFO - Column y was last updated at 2024-11-18 2024-11-19 14:42:52,993 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-15 2024-11-19 14:42:52,995 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-18 2024-11-19 14:42:52,997 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-18 2024-11-19 14:42:52,999 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-19 2024-11-19 14:42:53,001 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-18 2024-11-19 14:42:53,004 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-18 2024-11-19 14:42:53,007 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-18 2024-11-19 14:42:53,009 - my_logger - INFO - Column HO连6合约 was last updated at 2024-11-18 2024-11-19 14:42:53,011 - my_logger - INFO - Column HO连5合约 was last updated at 2024-11-18 2024-11-19 14:42:53,012 - my_logger - INFO - Column ho连7合约 was last updated at 2024-11-18 2024-11-19 14:42:53,014 - my_logger - INFO - Column HO连8合约 was last updated at 2024-11-18 2024-11-19 14:42:53,016 - my_logger - INFO - Column HO连9合约 was last updated at 2024-11-18 2024-11-19 14:42:53,019 - my_logger - INFO - Column HO连10合约 was last updated at 2024-11-18 2024-11-19 14:42:53,022 - my_logger - INFO - Column HO连11合约 was last updated at 2024-11-18 2024-11-19 14:42:53,025 - my_logger - INFO - Column HO连12合约 was last updated at 2024-11-15 2024-11-19 14:42:53,027 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-18 2024-11-19 14:42:53,029 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-18 2024-11-19 14:42:53,030 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,032 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,034 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,037 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-11-19 2024-11-19 14:42:53,039 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,042 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,044 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,046 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,048 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,050 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-11-18 2024-11-19 14:42:53,053 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-11-18 2024-11-19 14:42:53,055 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-11-18 2024-11-19 14:42:53,057 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-11-18 2024-11-19 14:42:53,059 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-18 2024-11-19 14:42:53,061 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-18 2024-11-19 14:42:53,063 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-18 2024-11-19 14:42:53,065 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-11-18 2024-11-19 14:42:53,067 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,070 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,072 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,074 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-11-18 2024-11-19 14:42:53,076 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-11-18 2024-11-19 14:42:53,078 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-18 2024-11-19 14:42:53,080 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-18 2024-11-19 14:42:53,083 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-11-18 2024-11-19 14:42:53,085 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-11-18 2024-11-19 14:42:53,088 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-11-18 2024-11-19 14:42:53,090 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-11-18 2024-11-19 14:42:53,092 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,094 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,096 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,099 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-10-31 2024-11-19 14:42:53,101 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-10-31 2024-11-19 14:42:53,104 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本(Oman c1预估) was last updated at 2024-11-18 2024-11-19 14:42:53,106 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-18 2024-11-19 14:42:53,109 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-18 2024-11-19 14:42:53,112 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-08 2024-11-19 14:42:53,114 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-08 2024-11-19 14:42:53,116 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-08 2024-11-19 14:42:53,119 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-08 2024-11-19 14:42:53,121 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-08 2024-11-19 14:42:53,124 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR）超季节性/4年(含今年) was last updated at 2024-11-08 2024-11-19 14:42:53,126 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-08 2024-11-19 14:42:53,128 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-08 2024-11-19 14:42:53,130 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-08 2024-11-19 14:42:53,132 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-08 2024-11-19 14:42:53,134 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-08 2024-11-19 14:42:53,137 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-08 2024-11-19 14:42:53,139 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20 2024-11-19 14:42:53,141 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21 2024-11-19 14:42:53,144 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-13 2024-11-19 14:42:53,146 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-08 2024-11-19 14:42:53,148 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-08 2024-11-19 14:42:53,150 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-08 2024-11-19 14:42:53,152 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周）超季节性/3年 was last updated at 2024-05-24 2024-11-19 14:42:53,154 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-08 2024-11-19 14:42:53,156 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04 2024-11-19 14:42:53,159 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-15 2024-11-19 14:42:53,161 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-15 2024-11-19 14:42:53,163 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24 2024-11-19 14:42:53,165 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-11-18 2024-11-19 14:42:53,167 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-11-18 2024-11-19 14:42:53,168 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-11-18 2024-11-19 14:42:53,171 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-15 2024-11-19 14:42:53,173 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-08 2024-11-19 14:42:53,175 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-08 2024-11-19 14:42:53,177 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-08 2024-11-19 14:42:53,180 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-08 2024-11-19 14:42:53,182 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-08 2024-11-19 14:42:53,184 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-08 2024-11-19 14:42:53,186 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-08 2024-11-19 14:42:53,188 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-08 2024-11-19 14:42:53,190 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-08 2024-11-19 14:42:53,193 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08 2024-11-19 14:42:53,195 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08 2024-11-19 14:42:53,197 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-08 2024-11-19 14:42:53,198 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-08 2024-11-19 14:42:53,200 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-08 2024-11-19 14:42:53,202 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-08 2024-11-19 14:42:53,205 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-08 2024-11-19 14:42:53,207 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,210 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-18 2024-11-19 14:42:53,212 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-11-18 2024-11-19 14:42:53,214 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-11-18 2024-11-19 14:42:53,216 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-11-18 2024-11-19 14:42:53,218 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-11-18 2024-11-19 14:42:53,221 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-15 2024-11-19 14:42:53,223 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-15 2024-11-19 14:42:53,225 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-11-18 2024-11-19 14:42:53,227 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-11-18 2024-11-19 14:42:53,229 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-11-18 2024-11-19 14:42:53,231 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-11-18 2024-11-19 14:42:53,233 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-11-18 2024-11-19 14:42:53,236 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-11-18 2024-11-19 14:42:53,239 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-11-18 2024-11-19 14:42:53,241 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-11-18 2024-11-19 14:42:53,243 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-11-18 2024-11-19 14:42:53,245 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-11-18 2024-11-19 14:42:53,247 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-11-18 2024-11-19 14:42:53,249 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-11-18 2024-11-19 14:42:53,251 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-11-18 2024-11-19 14:42:53,254 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-11-18 2024-11-19 14:42:53,256 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-11-18 2024-11-19 14:42:53,258 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-11-18 2024-11-19 14:42:53,260 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-11-18 2024-11-19 14:42:53,262 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-11-18 2024-11-19 14:42:53,264 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-11-18 2024-11-19 14:42:53,266 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-11-18 2024-11-19 14:42:53,269 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-11-18 2024-11-19 14:42:53,272 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-11-18 2024-11-19 14:42:53,275 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-11-15 2024-11-19 14:42:53,277 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-11-18 2024-11-19 14:42:53,278 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-18 2024-11-19 14:42:53,280 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-11-18 2024-11-19 14:42:53,282 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-11-18 2024-11-19 14:42:53,284 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-18 2024-11-19 14:42:53,286 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-11-15 2024-11-19 14:42:53,288 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-11-18 2024-11-19 14:42:53,290 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-11-18 2024-11-19 14:42:53,293 - my_logger - INFO - Column DFL was last updated at 2024-11-18 2024-11-19 14:42:53,295 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-11-18 2024-11-19 14:42:53,297 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-11-19 2024-11-19 14:42:53,299 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-11-18 2024-11-19 14:42:53,301 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-11-18 2024-11-19 14:42:53,303 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-11-19 2024-11-19 14:42:53,305 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-11-18 2024-11-19 14:42:53,308 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-11-18 2024-11-19 14:42:53,310 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-11-18 2024-11-19 14:42:53,312 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-11-18 2024-11-19 14:42:53,315 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-11-18 2024-11-19 14:42:53,317 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-18 2024-11-19 14:42:53,319 - my_logger - INFO - Column B-W价差 was last updated at 2024-11-18 2024-11-19 14:42:53,322 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-11-19 2024-11-19 14:42:53,324 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-13 2024-11-19 14:42:53,326 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-11-19 2024-11-19 14:42:53,328 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-11-19 2024-11-19 14:42:53,331 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-11-15 2024-11-19 14:42:53,333 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-13 2024-11-19 14:42:53,335 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-11-18 2024-11-19 14:42:53,337 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-11-19 2024-11-19 14:42:53,339 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-11-19 2024-11-19 14:42:53,341 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-11-18 2024-11-19 14:42:53,343 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-11-19 2024-11-19 14:42:53,346 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-11-18 2024-11-19 14:42:53,348 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-11-15 2024-11-19 14:42:53,350 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-11-15 2024-11-19 14:42:53,352 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-11-15 2024-11-19 14:42:53,355 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-11-15 2024-11-19 14:42:53,357 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-11-18 2024-11-19 14:42:53,359 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-11-15 2024-11-19 14:42:53,362 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31 2024-11-19 14:42:53,364 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-11-15 2024-11-19 14:42:53,365 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-13 2024-11-19 14:42:53,368 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-18 2024-11-19 14:42:53,369 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-18 2024-11-19 14:42:53,372 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-11-18 2024-11-19 14:42:53,374 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-13 2024-11-19 14:42:53,376 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-11-18 2024-11-19 14:42:53,378 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-11-18 2024-11-19 14:42:53,381 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-11-19 2024-11-19 14:42:53,383 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-11-18 2024-11-19 14:42:53,386 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-11-18 2024-11-19 14:42:53,389 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-11-18 2024-11-19 14:42:53,391 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-18 2024-11-19 14:42:53,393 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-11-18 2024-11-19 14:42:53,395 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12 2024-11-19 14:42:53,397 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-18 2024-11-19 14:42:53,399 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-18 2024-11-19 14:42:53,402 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-18 2024-11-19 14:42:53,405 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-18 2024-11-19 14:42:53,407 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-18 2024-11-19 14:42:53,411 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-18 2024-11-19 14:42:53,413 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-18 2024-11-19 14:42:53,415 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-11-11 2024-11-19 14:42:53,419 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-11-11 2024-11-19 14:42:53,421 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-11-18 2024-11-19 14:42:53,423 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-11-15 2024-11-19 14:42:53,425 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-11-18 2024-11-19 14:42:53,427 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-11-18 2024-11-19 14:42:53,429 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-11-18 2024-11-19 14:42:53,431 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-11-18 2024-11-19 14:42:53,434 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-11-18 2024-11-19 14:42:53,437 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-11-18 2024-11-19 14:42:53,439 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-11-18 2024-11-19 14:42:53,441 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-11-18 2024-11-19 14:42:53,443 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-11-18 2024-11-19 14:42:53,446 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-18 2024-11-19 14:42:53,447 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-18 2024-11-19 14:42:53,450 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-11-18 2024-11-19 14:42:53,452 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-11-18 2024-11-19 14:42:53,454 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-11-18 2024-11-19 14:42:53,456 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-11-18 2024-11-19 14:42:53,457 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-11-18 2024-11-19 14:42:53,461 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-11-19 2024-11-19 14:42:53,463 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-11-19 2024-11-19 14:42:53,464 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-11-19 2024-11-19 14:42:53,466 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-11-19 2024-11-19 14:42:53,469 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-11-18 2024-11-19 14:42:53,471 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-11-18 2024-11-19 14:42:53,473 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-11-18 2024-11-19 14:42:53,475 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-11-18 2024-11-19 14:42:53,478 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,480 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,482 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-11-18 2024-11-19 14:42:53,484 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-11-18 2024-11-19 14:42:53,487 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-11-17 2024-11-19 14:42:53,490 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-11-18 2024-11-19 14:42:53,492 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-11-18 2024-11-19 14:42:53,494 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-11-18 2024-11-19 14:42:53,496 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-11-18 2024-11-19 14:42:53,499 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-11-18 2024-11-19 14:42:53,501 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-11-18 2024-11-19 14:42:53,504 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-11-18 2024-11-19 14:42:53,506 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-18 2024-11-19 14:42:53,509 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-11-18 2024-11-19 14:42:53,512 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-11-18 2024-11-19 14:42:53,514 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-11-18 2024-11-19 14:42:53,517 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-19 14:42:53,520 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-19 14:42:53,522 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-19 14:42:53,524 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-10-30 2024-11-19 14:42:53,526 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-08 2024-11-19 14:42:53,528 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-08 2024-11-19 14:42:53,531 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-08 2024-11-19 14:42:53,533 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-15 2024-11-19 14:42:53,535 - my_logger - INFO - Column 原油：开工率：东北地区：独立炼厂（周） was last updated at 2023-03-31 2024-11-19 14:42:53,538 - my_logger - INFO - Column 原油：常减压：产能利用率：山东：独立炼厂（周） was last updated at 2024-11-15 2024-11-19 14:42:53,540 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-15 2024-11-19 14:42:53,542 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-15 2024-11-19 14:42:53,544 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-08 2024-11-19 14:42:53,547 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,549 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-15 2024-11-19 14:42:53,552 - my_logger - INFO - Column 原油：常减压：独立炼厂：产能利用率：中国（周） was last updated at 2024-11-08 2024-11-19 14:42:53,555 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-15 2024-11-19 14:42:53,559 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-15 2024-11-19 14:42:53,561 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-08 2024-11-19 14:42:53,564 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-08 2024-11-19 14:42:53,566 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-15 2024-11-19 14:42:53,569 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-15 2024-11-19 14:42:53,571 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-15 2024-11-19 14:42:53,573 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,575 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,577 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,580 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,582 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,584 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,587 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,588 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,590 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,592 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,594 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,596 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,599 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-15 2024-11-19 14:42:53,601 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-15 2024-11-19 14:42:53,603 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-15 2024-11-19 14:42:53,606 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-15 2024-11-19 14:42:53,608 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-15 2024-11-19 14:42:53,610 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-15 2024-11-19 14:42:53,612 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27 2024-11-19 14:42:53,614 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,616 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,618 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,620 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-08 2024-11-19 14:42:53,622 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-15 2024-11-19 14:42:53,625 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-08 2024-11-19 14:42:53,628 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-15 2024-11-19 14:42:53,630 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-08 2024-11-19 14:42:53,633 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-08 2024-11-19 14:42:53,636 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-15 2024-11-19 14:42:53,638 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15 2024-11-19 14:42:53,641 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-08 2024-11-19 14:42:53,644 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-08 2024-11-19 14:42:53,647 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-08 2024-11-19 14:42:53,649 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-08 2024-11-19 14:42:53,650 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-08 2024-11-19 14:42:53,653 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-08 2024-11-19 14:42:53,656 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-08 2024-11-19 14:42:53,658 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-08 2024-11-19 14:42:53,660 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-08 2024-11-19 14:42:53,663 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-08 2024-11-19 14:42:53,665 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-08 2024-11-19 14:42:53,668 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-08 2024-11-19 14:42:53,671 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-11-15 2024-11-19 14:42:53,674 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-11-15 2024-11-19 14:42:53,677 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-08 2024-11-19 14:42:53,679 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-08 2024-11-19 14:42:53,682 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-08 2024-11-19 14:42:53,684 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-08 2024-11-19 14:42:53,686 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-08 2024-11-19 14:42:53,689 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-08 2024-11-19 14:42:53,691 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25 2024-11-19 14:42:53,693 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,695 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-03 2024-11-19 14:42:53,697 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-03 2024-11-19 14:42:53,699 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,702 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,705 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,708 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,710 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,712 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,715 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,717 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-03 2024-11-19 14:42:53,720 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,723 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-03 2024-11-19 14:42:53,725 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,727 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-03 2024-11-19 14:42:53,730 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,732 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27 2024-11-19 14:42:53,735 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,737 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,740 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,742 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,743 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,745 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28 2024-11-19 14:42:53,747 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,750 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,752 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,754 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,756 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,758 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,760 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,762 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,764 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,766 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,769 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,771 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,773 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,775 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,778 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,780 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,783 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,785 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,788 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,789 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,791 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,793 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,796 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-10 2024-11-19 14:42:53,798 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,800 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-03 2024-11-19 14:42:53,803 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,805 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,808 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,809 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,812 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,814 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-03 2024-11-19 14:42:53,816 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,818 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,820 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,822 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,824 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,827 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-03 2024-11-19 14:42:53,829 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,831 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,833 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,836 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,837 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,839 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,842 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,845 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,847 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,849 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,851 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,853 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,856 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,858 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,860 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,862 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,864 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,865 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,867 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,870 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,873 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-10 2024-11-19 14:42:53,875 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-11-18 2024-11-19 14:42:53,878 - my_logger - INFO - Column ovx index was last updated at 2024-11-18 2024-11-19 14:42:53,880 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-18 2024-11-19 14:42:53,882 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-18 2024-11-19 14:42:53,884 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-18 2024-11-19 14:42:53,886 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-18 2024-11-19 14:42:53,889 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08 2024-11-19 14:42:53,891 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12 2024-11-19 14:42:53,893 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12 2024-11-19 14:42:53,895 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12 2024-11-19 14:42:53,897 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-15 2024-11-19 14:42:53,899 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-18 2024-11-19 14:42:53,901 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-18 2024-11-19 14:42:53,908 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv 2024-11-19 14:42:53,910 - my_logger - INFO - 删除预警的特征前数据量：(2515, 504) 2024-11-19 14:42:53,914 - my_logger - INFO - 删除预警的特征后数据量：(2515, 438) 2024-11-19 14:42:53,915 - my_logger - INFO - 删除两月不更新特征前数据量：(2515, 438) 2024-11-19 14:42:54,452 - my_logger - INFO - 删除两月不更新特征后数据量：(2515, 434) 2024-11-19 14:42:54,456 - my_logger - INFO - 删除预测列为空值的行后数据量：(1779, 434) 2024-11-19 14:42:54,460 - my_logger - INFO - 删除全为空值的列后数据量：(1779, 363) 2024-11-19 14:42:58,074 - my_logger - INFO - 日度(231) 周度(130) 月度(1) 0 西北欧炼厂加工Brent原油CDU利润 EIA美国油品需求 EIA美国柴油产量（千桶日） 1 美墨湾炼厂加工WTI原油CDU利润 中国汽柴油表需 2 新加坡炼厂加工Dubai原油CDU利润 DOE-美国汽油产量超季节性/3年 3 西北欧炼厂加工Brent原油CDU利润 M2 美国汽油表需（周度） 4 美墨湾炼厂加工WTI原油CDU利润 M2 美国汽油产量（周度） .. ... ... ... 226 C2403128043 227 C2403150124 228 FVHCM1 INDEX 229 GC1 COMB Comdty 230 C2404167855 [231 rows x 3 columns] 2024-11-19 14:42:58,085 - my_logger - INFO - 特征信息：总共有360个,日度(231),周度(130),月度(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： 2024-11-19 14:42:58,087 - my_logger - INFO - ******************************************************************************************************************************************************************************************************** 2024-11-19 14:42:59,275 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '73.3' WHERE ds = '2024-11-18 00:00:00' 2024-11-19 14:42:59,278 - my_logger - INFO - 开始训练模型... 2024-11-19 14:42:59,278 - my_logger - INFO - 模型训练完成 2024-11-19 14:42:59,279 - my_logger - INFO - 训练数据绘图ing 2024-11-19 14:43:01,697 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', NHITS = '72.14228', Informer = '74.52396', LSTM = '74.753944', iTransformer = '74.21086', TSMixer = '73.09096', TSMixerx = '75.36713', PatchTST = '73.71281', RNN = '60.009727', GRU = '73.79061', TCN = '73.80944', BiTCN = '73.206085', DilatedRNN = '75.25644', MLP = '72.4851', DLinear = '73.117485', NLinear = '73.768105', TFT = '74.18888', StemGNN = '75.17077', MLPMultivariate = '72.980576', TiDE = '73.38782', DeepNPTS = '72.59514' WHERE ds = '2024-11-19 00:00:00' 2024-11-19 14:43:03,432 - my_logger - INFO - 训练数据绘图end 2024-11-19 14:43:03,432 - my_logger - INFO - 制作报告ing 2024-11-19 14:43:03,677 - my_logger - INFO - 开始绘制价格类指标的相关性直方图 2024-11-19 14:43:05,517 - my_logger - INFO - 价格类指标的相关性总和为：67.36181900830297 2024-11-19 14:43:05,519 - my_logger - INFO - 开始绘制供应类指标的相关性直方图 2024-11-19 14:43:07,294 - my_logger - INFO - 供应类指标的相关性总和为：15.18606570965436 2024-11-19 14:43:07,295 - my_logger - INFO - 开始绘制其他类指标的相关性直方图 2024-11-19 14:43:09,005 - my_logger - INFO - 其他类指标的相关性总和为：6.24684189728446 2024-11-19 14:43:09,006 - my_logger - INFO - 开始绘制库存类指标的相关性直方图 2024-11-19 14:43:10,819 - my_logger - INFO - 库存类指标的相关性总和为：20.35727874858709 2024-11-19 14:43:10,820 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图 2024-11-19 14:43:12,612 - my_logger - INFO - 期货市场类指标的相关性总和为：51.576111130270405 2024-11-19 14:43:12,613 - my_logger - INFO - 开始绘制运输类指标的相关性直方图 2024-11-19 14:43:12,941 - my_logger - INFO - 运输类指标的相关性总和为：1.0249209969840862 2024-11-19 14:43:12,942 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图 2024-11-19 14:43:14,666 - my_logger - INFO - 进出口类指标的相关性总和为：5.690292182824263 2024-11-19 14:43:14,667 - my_logger - INFO - 开始绘制需求类指标的相关性直方图 2024-11-19 14:43:16,462 - my_logger - INFO - 需求类指标的相关性总和为：12.42671643878691 2024-11-19 14:43:16,463 - my_logger - INFO - 开始绘制相关性总和的气泡图 2024-11-19 14:43:16,823 - my_logger - INFO - 绘制相关性总和的气泡图结束 2024-11-19 14:43:20,237 - my_logger - INFO - 制作报告end 2024-11-19 14:43:20,238 - my_logger - INFO - 模型训练完成 2024-11-19 14:43:22,722 - my_logger - INFO - 邮件发送成功！ 2024-11-19 14:52:46,983 - my_logger - INFO - 从eta获取数据... 2024-11-19 14:52:46,983 - my_logger - INFO - 从eta获取数据... 2024-11-19 14:54:44,989 - my_logger - INFO - 跳过指标 SC c1-c2 2024-11-19 14:54:44,989 - my_logger - INFO - 跳过指标 SC c1-c2 2024-11-19 14:54:44,991 - my_logger - INFO - 跳过指标 Brent-TI 2024-11-19 14:54:44,991 - my_logger - INFO - 跳过指标 Brent-TI 2024-11-19 14:54:44,992 - my_logger - INFO - 跳过指标 Dubai swap c1-c2 2024-11-19 14:54:44,992 - my_logger - INFO - 跳过指标 Dubai swap c1-c2 2024-11-19 14:54:44,993 - my_logger - INFO - 跳过指标 Dubai swap c1-c3 2024-11-19 14:54:44,993 - my_logger - INFO - 跳过指标 Dubai swap c1-c3 2024-11-19 14:54:44,994 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA5日环差/65DMA 2024-11-19 14:54:44,994 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA5日环差/65DMA 2024-11-19 14:54:44,995 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA5日环差/65DMA 2024-11-19 14:54:44,995 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA5日环差/65DMA 2024-11-19 14:54:44,995 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/65DMA 2024-11-19 14:54:44,995 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/65DMA 2024-11-19 14:54:44,996 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/65DMA 2024-11-19 14:54:44,996 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/65DMA 2024-11-19 14:54:44,997 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA5日环差 2024-11-19 14:54:44,997 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA5日环差 2024-11-19 14:54:44,998 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA5日环差 2024-11-19 14:54:44,998 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA5日环差 2024-11-19 14:54:44,999 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA 2024-11-19 14:54:44,999 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA 2024-11-19 14:54:45,000 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA 2024-11-19 14:54:45,000 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA 2024-11-19 14:54:45,001 - my_logger - INFO - 跳过指标 RBOB&HO近12月合约均价532裂解 2024-11-19 14:54:45,001 - my_logger - INFO - 跳过指标 RBOB&HO近12月合约均价532裂解 2024-11-19 14:54:45,002 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解 2024-11-19 14:54:45,002 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解 2024-11-19 14:54:45,003 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解 2024-11-19 14:54:45,003 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解 2024-11-19 14:54:45,004 - my_logger - INFO - 跳过指标 HO近12月合约均价 2024-11-19 14:54:45,004 - my_logger - INFO - 跳过指标 HO近12月合约均价 2024-11-19 14:54:45,005 - my_logger - INFO - 跳过指标 RBOB近12月合约均价 2024-11-19 14:54:45,005 - my_logger - INFO - 跳过指标 RBOB近12月合约均价 2024-11-19 14:54:45,006 - my_logger - INFO - 跳过指标 布油近12月合约均价 2024-11-19 14:54:45,006 - my_logger - INFO - 跳过指标 布油近12月合约均价 2024-11-19 14:54:45,006 - my_logger - INFO - 跳过指标 Brent连1合约价格/2DMA 2024-11-19 14:54:45,006 - my_logger - INFO - 跳过指标 Brent连1合约价格/2DMA 2024-11-19 14:54:45,007 - my_logger - INFO - 跳过指标 Brent连1合约价格/7DMA 2024-11-19 14:54:45,007 - my_logger - INFO - 跳过指标 Brent连1合约价格/7DMA 2024-11-19 14:54:45,008 - my_logger - INFO - 跳过指标 Brent连1合约价格/23DMA 2024-11-19 14:54:45,008 - my_logger - INFO - 跳过指标 Brent连1合约价格/23DMA 2024-11-19 14:54:45,009 - my_logger - INFO - 跳过指标 库欣原油库存超季节性/5年拟合残差/WTI c1-c6 2024-11-19 14:54:45,009 - my_logger - INFO - 跳过指标 库欣原油库存超季节性/5年拟合残差/WTI c1-c6 2024-11-19 14:54:45,010 - my_logger - INFO - 跳过指标 Brent连1合约价格/5DMA 2024-11-19 14:54:45,010 - my_logger - INFO - 跳过指标 Brent连1合约价格/5DMA 2024-11-19 14:54:45,011 - my_logger - INFO - 跳过指标 Brent c1-c2超季节性/3年 2024-11-19 14:54:45,011 - my_logger - INFO - 跳过指标 Brent c1-c2超季节性/3年 2024-11-19 14:54:45,012 - my_logger - INFO - 跳过指标 PP主力收盘价拟合残差/期货收盘价（活跃）：布伦特原油 2024-11-19 14:54:45,012 - my_logger - INFO - 跳过指标 PP主力收盘价拟合残差/期货收盘价（活跃）：布伦特原油 2024-11-19 14:54:45,013 - my_logger - INFO - 跳过指标 Brent连1合约价格/11DMA 2024-11-19 14:54:45,013 - my_logger - INFO - 跳过指标 Brent连1合约价格/11DMA 2024-11-19 14:54:45,014 - my_logger - INFO - 跳过指标 山东地炼柴油裂解价差拟合残差/期货结算价（活跃）：布伦特原油 2024-11-19 14:54:45,014 - my_logger - INFO - 跳过指标 山东地炼柴油裂解价差拟合残差/期货结算价（活跃）：布伦特原油 2024-11-19 14:54:45,015 - my_logger - INFO - 跳过指标 山东地炼汽油裂解价差拟合残差/ 2024-11-19 14:54:45,015 - my_logger - INFO - 跳过指标 山东地炼汽油裂解价差拟合残差/ 2024-11-19 14:54:45,016 - my_logger - INFO - 跳过指标 原油(中国胜利)拟合残差/布伦特原油 2024-11-19 14:54:45,016 - my_logger - INFO - 跳过指标 原油(中国胜利)拟合残差/布伦特原油 2024-11-19 14:54:45,017 - my_logger - INFO - 跳过指标 Brent连1合约价格/21DMA 2024-11-19 14:54:45,017 - my_logger - INFO - 跳过指标 Brent连1合约价格/21DMA 2024-11-19 14:54:45,018 - my_logger - INFO - 跳过指标 Brent连1合约价格/14DMA 2024-11-19 14:54:45,018 - my_logger - INFO - 跳过指标 Brent连1合约价格/14DMA 2024-11-19 14:54:45,019 - my_logger - INFO - 跳过指标 Brent连1合约价格/15DMA 2024-11-19 14:54:45,019 - my_logger - INFO - 跳过指标 Brent连1合约价格/15DMA 2024-11-19 14:54:45,019 - my_logger - INFO - 跳过指标 Brent连1-连12 2024-11-19 14:54:45,019 - my_logger - INFO - 跳过指标 Brent连1-连12 2024-11-19 14:54:45,021 - my_logger - INFO - 跳过指标 Brent-SC价差 2024-11-19 14:54:45,021 - my_logger - INFO - 跳过指标 Brent-SC价差 2024-11-19 14:54:45,022 - my_logger - INFO - 跳过指标 SC连2-连3月差 2024-11-19 14:54:45,022 - my_logger - INFO - 跳过指标 SC连2-连3月差 2024-11-19 14:54:45,023 - my_logger - INFO - 跳过指标 SC连1-连6 2024-11-19 14:54:45,023 - my_logger - INFO - 跳过指标 SC连1-连6 2024-11-19 14:54:45,023 - my_logger - INFO - 跳过指标 SC连1-连2 2024-11-19 14:54:45,023 - my_logger - INFO - 跳过指标 SC连1-连2 2024-11-19 14:54:45,025 - my_logger - INFO - 跳过指标 SC连1-连3月差 2024-11-19 14:54:45,025 - my_logger - INFO - 跳过指标 SC连1-连3月差 2024-11-19 14:54:45,026 - my_logger - INFO - 跳过指标 HO连1-连6 2024-11-19 14:54:45,026 - my_logger - INFO - 跳过指标 HO连1-连6 2024-11-19 14:54:45,026 - my_logger - INFO - 跳过指标 HO连1-连3 2024-11-19 14:54:45,026 - my_logger - INFO - 跳过指标 HO连1-连3 2024-11-19 14:54:45,027 - my_logger - INFO - 跳过指标 HO连1-连2合约 2024-11-19 14:54:45,027 - my_logger - INFO - 跳过指标 HO连1-连2合约 2024-11-19 14:54:45,028 - my_logger - INFO - 跳过指标 RBOB连1-连2 2024-11-19 14:54:45,028 - my_logger - INFO - 跳过指标 RBOB连1-连2 2024-11-19 14:54:45,029 - my_logger - INFO - 跳过指标 RBOB连1-连3 2024-11-19 14:54:45,029 - my_logger - INFO - 跳过指标 RBOB连1-连3 2024-11-19 14:54:45,030 - my_logger - INFO - 跳过指标 RBOB连1-连6 2024-11-19 14:54:45,030 - my_logger - INFO - 跳过指标 RBOB连1-连6 2024-11-19 14:54:45,031 - my_logger - INFO - 跳过指标 RBOB连2-连3月差 2024-11-19 14:54:45,031 - my_logger - INFO - 跳过指标 RBOB连2-连3月差 2024-11-19 14:54:45,032 - my_logger - INFO - 跳过指标 Oman连2-连3月差 2024-11-19 14:54:45,032 - my_logger - INFO - 跳过指标 Oman连2-连3月差 2024-11-19 14:54:45,033 - my_logger - INFO - 跳过指标 Brent-Oman价差 2024-11-19 14:54:45,033 - my_logger - INFO - 跳过指标 Brent-Oman价差 2024-11-19 14:54:45,034 - my_logger - INFO - 跳过指标 DUBAI原油贴水 2024-11-19 14:54:45,034 - my_logger - INFO - 跳过指标 DUBAI原油贴水 2024-11-19 14:54:45,035 - my_logger - INFO - 跳过指标 阿曼原油贴水 2024-11-19 14:54:45,035 - my_logger - INFO - 跳过指标 阿曼原油贴水 2024-11-19 14:54:45,035 - my_logger - INFO - 跳过指标 SC内外价差 2024-11-19 14:54:45,035 - my_logger - INFO - 跳过指标 SC内外价差 2024-11-19 14:54:45,036 - my_logger - INFO - 跳过指标 WTI c1-c36 2024-11-19 14:54:45,036 - my_logger - INFO - 跳过指标 WTI c1-c36 2024-11-19 14:54:45,037 - my_logger - INFO - 跳过指标 WTI c1-c24 2024-11-19 14:54:45,037 - my_logger - INFO - 跳过指标 WTI c1-c24 2024-11-19 14:54:45,038 - my_logger - INFO - 跳过指标 WTI c1-c12 2024-11-19 14:54:45,038 - my_logger - INFO - 跳过指标 WTI c1-c12 2024-11-19 14:54:45,039 - my_logger - INFO - 跳过指标 WTI c1-c6 2024-11-19 14:54:45,039 - my_logger - INFO - 跳过指标 WTI c1-c6 2024-11-19 14:54:45,040 - my_logger - INFO - 跳过指标 WTI c1-c3 2024-11-19 14:54:45,040 - my_logger - INFO - 跳过指标 WTI c1-c3 2024-11-19 14:54:45,041 - my_logger - INFO - 跳过指标 WTI c1-c2 2024-11-19 14:54:45,041 - my_logger - INFO - 跳过指标 WTI c1-c2 2024-11-19 14:54:45,041 - my_logger - INFO - 跳过指标 Brent c1-c36 2024-11-19 14:54:45,041 - my_logger - INFO - 跳过指标 Brent c1-c36 2024-11-19 14:54:45,042 - my_logger - INFO - 跳过指标 Brent c1-c24 2024-11-19 14:54:45,042 - my_logger - INFO - 跳过指标 Brent c1-c24 2024-11-19 14:54:45,043 - my_logger - INFO - 跳过指标 Brent c1-c12 2024-11-19 14:54:45,043 - my_logger - INFO - 跳过指标 Brent c1-c12 2024-11-19 14:54:45,044 - my_logger - INFO - 跳过指标 Brent c1-c9 2024-11-19 14:54:45,044 - my_logger - INFO - 跳过指标 Brent c1-c9 2024-11-19 14:54:45,045 - my_logger - INFO - 跳过指标 Brent c1-c6 2024-11-19 14:54:45,045 - my_logger - INFO - 跳过指标 Brent c1-c6 2024-11-19 14:54:45,046 - my_logger - INFO - 跳过指标 Brent c1-c3 2024-11-19 14:54:45,046 - my_logger - INFO - 跳过指标 Brent c1-c3 2024-11-19 14:54:45,047 - my_logger - INFO - 跳过指标 Brent c1-c2 2024-11-19 14:54:45,047 - my_logger - INFO - 跳过指标 Brent c1-c2 2024-11-19 14:54:45,048 - my_logger - INFO - 跳过指标 Brent-WTI 2024-11-19 14:54:45,048 - my_logger - INFO - 跳过指标 Brent-WTI 2024-11-19 14:54:45,049 - my_logger - INFO - 跳过指标 Brent连1合约价格1日环差 2024-11-19 14:54:45,049 - my_logger - INFO - 跳过指标 Brent连1合约价格1日环差 2024-11-19 14:54:45,050 - my_logger - INFO - 跳过指标 Brent连1合约价格1日环比 2024-11-19 14:54:45,050 - my_logger - INFO - 跳过指标 Brent连1合约价格1日环比 2024-11-19 14:54:45,050 - my_logger - INFO - 跳过指标 WTI连1合约价格拟合残差/美国标普500指数 2024-11-19 14:54:45,050 - my_logger - INFO - 跳过指标 WTI连1合约价格拟合残差/美国标普500指数 2024-11-19 14:54:45,051 - my_logger - INFO - 跳过指标 期货成交量:INE原油 2024-11-19 14:54:45,051 - my_logger - INFO - 跳过指标 期货成交量:INE原油 2024-11-19 14:54:45,053 - my_logger - INFO - 跳过指标 期货持仓量:INE原油 2024-11-19 14:54:45,053 - my_logger - INFO - 跳过指标 期货持仓量:INE原油 2024-11-19 14:54:45,054 - my_logger - INFO - 跳过指标 期货持仓量(活跃合约):INE原油 2024-11-19 14:54:45,054 - my_logger - INFO - 跳过指标 期货持仓量(活跃合约):INE原油 2024-11-19 14:54:45,055 - my_logger - INFO - 跳过指标 期货持仓量(连续):INE原油 2024-11-19 14:54:45,055 - my_logger - INFO - 跳过指标 期货持仓量(连续):INE原油 2024-11-19 14:54:45,056 - my_logger - INFO - 跳过指标 Dubai连1合约价格 2024-11-19 14:54:45,056 - my_logger - INFO - 跳过指标 Dubai连1合约价格 2024-11-19 14:54:45,057 - my_logger - INFO - 跳过指标 Dubai连2合约价格 2024-11-19 14:54:45,057 - my_logger - INFO - 跳过指标 Dubai连2合约价格 2024-11-19 14:54:45,058 - my_logger - INFO - 跳过指标 Dubai连4合约价格 2024-11-19 14:54:45,058 - my_logger - INFO - 跳过指标 Dubai连4合约价格 2024-11-19 14:54:45,059 - my_logger - INFO - 跳过指标 Dubai连1-连4月差 2024-11-19 14:54:45,059 - my_logger - INFO - 跳过指标 Dubai连1-连4月差 2024-11-19 14:54:45,060 - my_logger - INFO - 跳过指标 美国RBOB期货2212月份合约价格 2024-11-19 14:54:45,060 - my_logger - INFO - 跳过指标 美国RBOB期货2212月份合约价格 2024-11-19 14:54:45,061 - my_logger - INFO - 跳过指标 美国RBOB期货2301月份合约价格 2024-11-19 14:54:45,061 - my_logger - INFO - 跳过指标 美国RBOB期货2301月份合约价格 2024-11-19 14:54:45,061 - my_logger - INFO - 跳过指标 美国RBOB期货2306月份合约价格 2024-11-19 14:54:45,061 - my_logger - INFO - 跳过指标 美国RBOB期货2306月份合约价格 2024-11-19 14:54:45,062 - my_logger - INFO - 跳过指标 美国RBOB期货2309月份合约价格 2024-11-19 14:54:45,062 - my_logger - INFO - 跳过指标 美国RBOB期货2309月份合约价格 2024-11-19 14:54:45,063 - my_logger - INFO - 跳过指标 OMAN原油：中质：远期现货DES价：山东（日） 2024-11-19 14:54:45,063 - my_logger - INFO - 跳过指标 OMAN原油：中质：远期现货DES价：山东（日） 2024-11-19 14:54:45,064 - my_logger - INFO - 跳过指标 PVM Dubai EFS/Swap vs ICE First Month Brent 2024-11-19 14:54:45,064 - my_logger - INFO - 跳过指标 PVM Dubai EFS/Swap vs ICE First Month Brent 2024-11-19 14:54:45,065 - my_logger - INFO - 跳过指标 Ebob连1合约 2024-11-19 14:54:45,065 - 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