10251 lines
1014 KiB
10251 lines
1014 KiB
2024-12-04 10:03:28,224 - my_logger - INFO - {'confirmFlg': False, 'data': 'RP-20241204-00432737', 'status': True}
|
||
2024-12-04 10:03:28,234 - my_logger - INFO - 制作报告end
|
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2024-12-04 10:03:28,235 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 10:26:56,304 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
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||
2024-12-04 10:26:56,305 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
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2024-12-04 10:27:41,586 - 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
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||
2024-12-04 10:27:41,589 - 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
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||
2024-12-04 10:27:41,591 - 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
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2024-12-04 10:27:41,593 - 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
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2024-12-04 10:27:41,596 - 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
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2024-12-04 10:27:41,599 - 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
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2024-12-04 10:27:41,602 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
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||
2024-12-04 10:27:41,604 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
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||
2024-12-04 10:27:41,606 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
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2024-12-04 10:27:41,608 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
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||
2024-12-04 10:27:41,610 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
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||
2024-12-04 10:27:41,614 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
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2024-12-04 10:27:41,617 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
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2024-12-04 10:27:41,619 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
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||
2024-12-04 10:27:41,622 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
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||
2024-12-04 10:27:41,624 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
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||
2024-12-04 10:27:41,625 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
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||
2024-12-04 10:27:41,628 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
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||
2024-12-04 10:27:41,631 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
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||
2024-12-04 10:27:41,634 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
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||
2024-12-04 10:27:41,635 - 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 2024-11-29
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2024-12-04 10:27:41,638 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
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||
2024-12-04 10:27:41,640 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,642 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
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||
2024-12-04 10:27:41,644 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
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||
2024-12-04 10:27:41,646 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
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2024-12-04 10:27:41,649 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
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||
2024-12-04 10:27:41,652 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
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||
2024-12-04 10:27:41,654 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,656 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,658 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,660 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
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||
2024-12-04 10:27:41,663 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
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||
2024-12-04 10:27:41,665 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,668 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,670 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,672 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,674 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,676 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,678 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,680 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,683 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,685 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,688 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,690 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
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||
2024-12-04 10:27:41,693 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
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||
2024-12-04 10:27:41,695 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,699 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,701 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,703 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,706 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,709 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,711 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,713 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,715 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,718 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 10:27:41,720 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
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||
2024-12-04 10:27:41,722 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
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||
2024-12-04 10:27:41,725 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 10:27:41,727 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,730 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,732 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,734 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,736 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,739 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,741 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,744 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,746 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,748 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,751 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,753 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-04 10:27:41,756 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,758 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,761 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 10:27:41,763 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,765 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,767 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,769 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
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||
2024-12-04 10:27:41,771 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
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2024-12-04 10:27:41,774 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,776 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,778 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-04 10:27:41,780 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-04 10:27:41,782 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-04 10:27:41,784 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-04 10:27:41,787 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,789 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,792 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,795 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-04 10:27:41,797 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,799 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 10:27:41,802 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-04 10:27:41,804 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,807 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 10:27:41,809 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 10:27:41,811 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 10:27:41,813 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-04 10:27:41,814 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,817 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
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2024-12-04 10:27:41,820 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,823 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,825 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-04 10:27:41,827 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,829 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,831 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,834 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,836 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,839 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
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2024-12-04 10:27:41,841 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
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2024-12-04 10:27:41,843 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
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2024-12-04 10:27:41,845 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
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2024-12-04 10:27:41,847 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,850 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,853 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,855 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
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2024-12-04 10:27:41,858 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,860 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 10:27:41,862 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 10:27:41,864 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-04 10:27:41,867 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-04 10:27:41,869 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,872 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 10:27:41,874 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 10:27:41,876 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 10:27:41,878 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,880 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,882 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,885 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,888 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,890 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,892 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,894 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-04 10:27:41,896 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 10:27:41,898 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 10:27:41,901 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 10:27:41,903 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,905 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-04 10:27:41,907 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,910 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,912 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,914 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,917 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,919 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,922 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,924 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,926 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,929 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-04 10:27:41,931 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-04 10:27:41,933 - 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 2024-12-03
|
||
2024-12-04 10:27:41,936 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,938 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,940 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,942 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-04 10:27:41,944 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,947 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,949 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,951 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,953 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,955 - 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 2024-11-22
|
||
2024-12-04 10:27:41,958 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,960 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,963 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,965 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,968 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,970 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,972 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-04 10:27:41,974 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-04 10:27:41,976 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-04 10:27:41,978 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,981 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,983 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,986 - 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
|
||
2024-12-04 10:27:41,987 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-04 10:27:41,989 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-04 10:27:41,992 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-04 10:27:41,994 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 10:27:41,996 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-04 10:27:41,999 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,001 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,003 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,005 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,008 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,010 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,013 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,015 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,019 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,020 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,024 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,026 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,028 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,031 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,034 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,036 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,039 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,041 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,043 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,045 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,048 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,051 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,053 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,056 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,058 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,060 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,063 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,066 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,069 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,071 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,073 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,075 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,077 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,080 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,082 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,085 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,087 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,090 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,092 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,094 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,096 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,098 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,101 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,104 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,107 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,109 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,111 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,113 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,116 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,118 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,120 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,123 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,125 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,127 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,130 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,132 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,135 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,137 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,139 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,141 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,143 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,145 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,148 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,151 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,153 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,155 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,158 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,160 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,163 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,166 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,168 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,171 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,173 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,176 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,179 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,182 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,185 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,187 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,189 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,192 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,195 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,198 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,201 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,204 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,207 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,209 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,213 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,217 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,219 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,222 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,224 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-04 10:27:42,227 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,230 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,232 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-04 10:27:42,235 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,238 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,240 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,244 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,247 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,250 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,253 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,256 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,258 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,261 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-04 10:27:42,264 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,267 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-04 10:27:42,269 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,272 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,274 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,276 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,279 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,284 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,287 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,288 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,291 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,293 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,296 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,298 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,301 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,303 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,306 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,308 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,310 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,313 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,316 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,318 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,320 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,324 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,325 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,328 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,330 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,333 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,335 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,338 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,340 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,342 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,344 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 10:27:42,347 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,350 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,353 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,355 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,357 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,359 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,362 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,364 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,367 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,370 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,372 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,374 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,376 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,379 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,382 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,385 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,387 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,390 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,392 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,395 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,397 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 10:27:42,400 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 10:27:42,403 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 10:27:42,405 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 10:27:42,407 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,410 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,412 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,414 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,417 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,420 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,423 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,425 - 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
|
||
2024-12-04 10:27:42,427 - 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 2024-11-29
|
||
2024-12-04 10:27:42,430 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,433 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,436 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,438 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-04 10:27:42,440 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,443 - 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 2024-11-22
|
||
2024-12-04 10:27:42,445 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,448 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,451 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,453 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,455 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,458 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,460 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,463 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,466 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,468 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,470 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,473 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,475 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,478 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,480 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,482 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,485 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,488 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,490 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,493 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,494 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,498 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,502 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,505 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,507 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,510 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-04 10:27:42,512 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,514 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,516 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,519 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,521 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-04 10:27:42,524 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,526 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,528 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,530 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,534 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 10:27:42,537 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-04 10:27:42,539 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,541 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,544 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,545 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,549 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,552 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,554 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,556 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,558 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,562 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,564 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,566 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,569 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,571 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-04 10:27:42,574 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,576 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,578 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,580 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,583 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,586 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,588 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-04 10:27:42,590 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,593 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-04 10:27:42,595 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,598 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,600 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,603 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,621 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,625 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,628 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,632 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,635 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,638 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,641 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,646 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,647 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,650 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,652 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-04 10:27:42,656 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,660 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,663 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,665 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,668 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,670 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-04 10:27:42,672 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,674 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,676 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,680 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,683 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,686 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,687 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,690 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,692 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,695 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,698 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,700 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,702 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,704 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,707 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,709 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,711 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,714 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,716 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,718 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,721 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,723 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,725 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,727 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,730 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 10:27:42,732 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,735 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,737 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,739 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 10:27:42,741 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,744 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,746 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,748 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,751 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,753 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,755 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,758 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,760 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,763 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,764 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,768 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,770 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,772 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,775 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,776 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,778 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,780 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,783 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,786 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,789 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,791 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,793 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,795 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,798 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,800 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,803 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,805 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,807 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 10:27:42,809 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,812 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,814 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,816 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,820 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,823 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,825 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-04 10:27:42,827 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-04 10:27:42,829 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-04 10:27:42,831 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-04 10:27:42,834 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,837 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,839 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-04 10:27:42,844 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-04 10:27:42,847 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-04 10:27:42,858 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-04 10:27:42,858 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-04 10:27:43,392 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-04 10:27:43,404 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-04 10:27:43,413 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-04 10:27:51,090 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-04 10:27:51,107 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-04 10:27:51,110 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 10:27:54,098 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 10:27:54,129 - my_logger - INFO - Training set head:
|
||
2024-12-04 10:27:54,130 - 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
|
||
9101 2000-01-04 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9100 2000-01-05 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9099 2000-01-06 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9098 2000-01-07 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9095 2000-01-10 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 10:27:54,395 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-12-04 10:27:54,396 - 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
|
||
8175 2002-07-18 34461.0 732.4702 45.4286 ... 0.0 0.0 0.0 1
|
||
8174 2002-07-19 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8171 2002-07-22 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8170 2002-07-23 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8169 2002-07-24 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 10:51:42,135 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 10:51:42,139 - my_logger - INFO - 训练数据绘图ing
|
||
2024-12-04 11:34:14,056 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-04 11:34:14,057 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-04 11:36:18,682 - 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
|
||
2024-12-04 11:36:18,688 - 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
|
||
2024-12-04 11:36:18,692 - 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
|
||
2024-12-04 11:36:18,696 - 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
|
||
2024-12-04 11:36:18,701 - 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
|
||
2024-12-04 11:36:18,706 - 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
|
||
2024-12-04 11:36:18,710 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-04 11:36:18,714 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-04 11:36:18,719 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-04 11:36:18,723 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 11:36:18,727 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-04 11:36:18,731 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-04 11:36:18,736 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 11:36:18,740 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 11:36:18,743 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 11:36:18,748 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-04 11:36:18,752 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 11:36:18,756 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 11:36:18,761 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-04 11:36:18,764 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-04 11:36:18,768 - 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 2024-11-29
|
||
2024-12-04 11:36:18,772 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 11:36:18,776 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 11:36:18,781 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 11:36:18,786 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 11:36:18,790 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 11:36:18,793 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 11:36:18,797 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 11:36:18,801 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 11:36:18,805 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-04 11:36:18,809 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-04 11:36:18,813 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-04 11:36:18,818 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-04 11:36:18,822 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,826 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,829 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,834 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,838 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,843 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,847 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,852 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,856 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,861 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,865 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,869 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 11:36:18,874 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,878 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,884 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,888 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,892 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,896 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,903 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,907 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,911 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,916 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,921 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 11:36:18,925 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-04 11:36:18,929 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-04 11:36:18,933 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 11:36:18,937 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,941 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,945 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,950 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,954 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,958 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,962 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,966 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,971 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,975 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,978 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,983 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-04 11:36:18,987 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,991 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 11:36:18,995 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,000 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,004 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,010 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,014 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,019 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,024 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,027 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,030 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-04 11:36:19,036 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,040 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-04 11:36:19,044 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-04 11:36:19,048 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,053 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,057 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,061 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,065 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,069 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,073 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-04 11:36:19,077 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,081 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,086 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 11:36:19,090 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 11:36:19,094 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,097 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,102 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,106 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,109 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,113 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,119 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,123 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,126 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,130 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,135 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,138 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,143 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,147 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,152 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,156 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,159 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,164 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,169 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,173 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,177 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,181 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,186 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,190 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,193 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,198 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,202 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,206 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,210 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,214 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,218 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,222 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,226 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,230 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,235 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,239 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,243 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,246 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,250 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,254 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,258 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,262 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,266 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,271 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,275 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,279 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,283 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,287 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,291 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,294 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,298 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-04 11:36:19,303 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-04 11:36:19,307 - 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 2024-12-03
|
||
2024-12-04 11:36:19,311 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,315 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,320 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,324 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,327 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,331 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,336 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,341 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,344 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,349 - 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 2024-11-22
|
||
2024-12-04 11:36:19,353 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,357 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,361 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,364 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,369 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,372 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,377 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-04 11:36:19,381 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-04 11:36:19,385 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-04 11:36:19,389 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,393 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,397 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,401 - 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
|
||
2024-12-04 11:36:19,405 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,409 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-04 11:36:19,413 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-04 11:36:19,417 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 11:36:19,421 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-04 11:36:19,425 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,429 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,433 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,437 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-04 11:36:19,440 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,444 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,449 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,454 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,457 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,461 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,465 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,469 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,474 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,478 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,482 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,486 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,490 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,494 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,497 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,502 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 11:36:19,506 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,511 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,514 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,519 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,523 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,527 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,531 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-04 11:36:19,536 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-04 11:36:19,541 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,544 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,548 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,553 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,557 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,561 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,564 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,569 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,573 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,576 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,580 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,586 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,590 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,593 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,597 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,602 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,605 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,610 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,614 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,619 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,623 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,626 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,630 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,635 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,640 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,644 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,648 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,653 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,657 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,661 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,665 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,669 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,673 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,677 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,682 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,686 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,691 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,695 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,699 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,704 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,708 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,713 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,717 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,721 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,725 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,729 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-04 11:36:19,734 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,738 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,743 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,747 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-04 11:36:19,754 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,759 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,763 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,769 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,773 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,777 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,782 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,787 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,790 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,794 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,798 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,803 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,807 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-04 11:36:19,812 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,817 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-04 11:36:19,821 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-04 11:36:19,825 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-04 11:36:19,829 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,834 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-04 11:36:19,838 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,842 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,846 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,851 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,855 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,859 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,863 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-04 11:36:19,868 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,872 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-04 11:36:19,876 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-04 11:36:19,880 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,896 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,904 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,912 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,922 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,929 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,934 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,938 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,946 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,953 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-04 11:36:19,957 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,961 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,965 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,969 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,973 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,978 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,981 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,986 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,990 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,994 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-04 11:36:19,997 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,002 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,006 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,011 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-04 11:36:20,014 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 11:36:20,019 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 11:36:20,023 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 11:36:20,027 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 11:36:20,030 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 11:36:20,035 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 11:36:20,040 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,044 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,047 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,052 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,056 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,060 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,063 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,068 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,072 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-04 11:36:20,077 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,081 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,085 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,089 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,092 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,096 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,101 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,105 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,109 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,113 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,117 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,121 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 11:36:20,125 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 11:36:20,129 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 11:36:20,133 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 11:36:20,137 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,141 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,145 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,149 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,153 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,157 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,161 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,165 - 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
|
||
2024-12-04 11:36:20,170 - 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 2024-11-29
|
||
2024-12-04 11:36:20,174 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,178 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,182 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,186 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-04 11:36:20,191 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,195 - 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 2024-11-22
|
||
2024-12-04 11:36:20,198 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,203 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,207 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,211 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,215 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,219 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,223 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,226 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,231 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,236 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,240 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,244 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,247 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,252 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,256 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,261 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,264 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,269 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,273 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,277 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,280 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,285 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,290 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,293 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,297 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,301 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-04 11:36:20,306 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,309 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,312 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,317 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,322 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-04 11:36:20,325 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,329 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,335 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,340 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,344 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 11:36:20,350 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-04 11:36:20,355 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,359 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,363 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,369 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,374 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,379 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,384 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,388 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,392 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,397 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,402 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,407 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,411 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-04 11:36:20,416 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-04 11:36:20,420 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,423 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,428 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,433 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,437 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,441 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,444 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-04 11:36:20,450 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,454 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-04 11:36:20,458 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,462 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,466 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,470 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,474 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,479 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,483 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,488 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,492 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,495 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,499 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,504 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,508 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,512 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,517 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-04 11:36:20,521 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,525 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,529 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,534 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,539 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,543 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-04 11:36:20,548 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,554 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,558 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,562 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,566 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,571 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,576 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,580 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,586 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,590 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,595 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,599 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,603 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,607 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,611 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,616 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,621 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,625 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,629 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,633 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,637 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,641 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,646 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,651 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,655 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 11:36:20,659 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,663 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,668 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,672 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 11:36:20,676 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,681 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,686 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,690 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,694 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,698 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,702 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,707 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,711 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,716 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,720 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,724 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,728 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,732 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,737 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,741 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,745 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,750 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,755 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,758 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,762 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,766 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,770 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,775 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,779 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,783 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,788 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,791 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,795 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:36:20,799 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,804 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,808 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,813 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,818 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,821 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,825 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-04 11:36:20,829 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-04 11:36:20,834 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-04 11:36:20,838 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-04 11:36:20,842 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,846 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,851 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-04 11:36:20,860 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-04 11:36:20,863 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-04 11:36:20,874 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-04 11:36:20,875 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-04 11:36:21,977 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-04 11:36:21,988 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-04 11:36:21,998 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-04 11:36:41,536 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-04 11:36:41,578 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-04 11:36:41,580 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 11:36:44,870 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 11:36:44,871 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 11:36:44,871 - my_logger - INFO - 训练数据绘图ing
|
||
2024-12-04 11:38:37,141 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-04 11:38:37,141 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-04 11:39:23,437 - 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
|
||
2024-12-04 11:39:23,440 - 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
|
||
2024-12-04 11:39:23,443 - 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
|
||
2024-12-04 11:39:23,445 - 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
|
||
2024-12-04 11:39:23,448 - 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
|
||
2024-12-04 11:39:23,450 - 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
|
||
2024-12-04 11:39:23,452 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,454 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-04 11:39:23,456 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-04 11:39:23,460 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,462 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,464 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,466 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 11:39:23,469 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 11:39:23,471 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 11:39:23,473 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-04 11:39:23,475 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 11:39:23,477 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 11:39:23,480 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,482 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,485 - 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 2024-11-29
|
||
2024-12-04 11:39:23,487 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 11:39:23,490 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,492 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 11:39:23,495 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,497 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,499 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,501 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,504 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,505 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,508 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,510 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-04 11:39:23,512 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-04 11:39:23,515 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,518 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,520 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,522 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,524 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,526 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,529 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,531 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,534 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,537 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,538 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,540 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,544 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,546 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,549 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,551 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,554 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,556 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,558 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,560 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,563 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,565 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,568 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,570 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,572 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,575 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,577 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,579 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,582 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,585 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,587 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,589 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,591 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,594 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,597 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,599 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,602 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,604 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-04 11:39:23,606 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,609 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,611 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,613 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,616 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,619 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,621 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,623 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,625 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,628 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,630 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-04 11:39:23,633 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-04 11:39:23,634 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-04 11:39:23,637 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-04 11:39:23,639 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,641 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,644 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,647 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,649 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,651 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 11:39:23,654 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-04 11:39:23,657 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,659 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 11:39:23,661 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 11:39:23,664 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 11:39:23,665 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,667 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,669 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-04 11:39:23,671 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,674 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,677 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,679 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,682 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,684 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,686 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,688 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,690 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,693 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,696 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,697 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,700 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,703 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,705 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,709 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,711 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,713 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,716 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,717 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,720 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,722 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,724 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,726 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,729 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,731 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,733 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,735 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,738 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,740 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,742 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,745 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,747 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,749 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 11:39:23,752 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 11:39:23,755 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 11:39:23,757 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,759 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-04 11:39:23,762 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,765 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,767 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,769 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,772 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,774 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,776 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,778 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,780 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,783 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-04 11:39:23,785 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-04 11:39:23,788 - 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 2024-12-03
|
||
2024-12-04 11:39:23,790 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,791 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,794 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,796 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,799 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,801 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,803 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,805 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,808 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,810 - 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 2024-11-22
|
||
2024-12-04 11:39:23,812 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,815 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,817 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,819 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,821 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,824 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,826 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-04 11:39:23,828 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-04 11:39:23,831 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-04 11:39:23,834 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,836 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,838 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,840 - 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
|
||
2024-12-04 11:39:23,842 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,845 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-04 11:39:23,847 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-04 11:39:23,850 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 11:39:23,853 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-04 11:39:23,855 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-04 11:39:23,857 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-04 11:39:23,859 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-04 11:39:23,861 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-04 11:39:23,863 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,865 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,868 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,871 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,873 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,875 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,878 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,880 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,882 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,884 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,887 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,889 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,892 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,894 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,896 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,898 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 11:39:23,901 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,903 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,905 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,908 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,910 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,912 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,914 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-04 11:39:23,916 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-04 11:39:23,919 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,922 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,924 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,927 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,930 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,932 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,935 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,937 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,939 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,942 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,944 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,946 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,948 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,951 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,954 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,956 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,960 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,962 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,964 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,967 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,969 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,972 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,974 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-04 11:39:23,976 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,979 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,982 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,984 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-04 11:39:23,987 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,989 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-04 11:39:23,990 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,993 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,995 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-04 11:39:23,997 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,000 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,003 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,005 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,008 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,010 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,012 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,014 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,017 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,020 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,022 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,025 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,027 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,029 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,032 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,035 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,038 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-04 11:39:24,040 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,042 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,044 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,046 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,049 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,052 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,055 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,057 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 11:39:24,059 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 11:39:24,061 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 11:39:24,064 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-04 11:39:24,067 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,069 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 11:39:24,071 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-04 11:39:24,073 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 11:39:24,074 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,078 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-04 11:39:24,081 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,083 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,085 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,088 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,090 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,092 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,094 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,097 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,099 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,102 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-04 11:39:24,103 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,106 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-04 11:39:24,109 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,112 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,114 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,116 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,118 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,124 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,127 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,129 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 11:39:24,131 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 11:39:24,133 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,136 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-04 11:39:24,138 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,140 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,143 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,146 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,148 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,149 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,152 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,154 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,156 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,158 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,162 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,164 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,166 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,169 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,170 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,173 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,175 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,178 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,180 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,182 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 11:39:24,184 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,186 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,190 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,191 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,194 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,196 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,198 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,200 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,203 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-04 11:39:24,206 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,208 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,210 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,212 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,215 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,217 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,220 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,222 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,225 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,227 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,230 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,232 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 11:39:24,236 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 11:39:24,239 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 11:39:24,241 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 11:39:24,244 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,246 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,249 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,251 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,253 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,255 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,257 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,259 - 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
|
||
2024-12-04 11:39:24,262 - 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 2024-11-29
|
||
2024-12-04 11:39:24,264 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,267 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,270 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,272 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-04 11:39:24,274 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,277 - 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 2024-11-22
|
||
2024-12-04 11:39:24,279 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,281 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,283 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,286 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,288 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,291 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,293 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,295 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,297 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,300 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,302 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,304 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,305 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,309 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,311 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,314 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,316 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,319 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,321 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,323 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,325 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,328 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,331 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,333 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,335 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,337 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-04 11:39:24,339 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,341 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,344 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,346 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,349 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-04 11:39:24,351 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,354 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,356 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,358 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,360 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 11:39:24,362 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-04 11:39:24,365 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,368 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,370 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,373 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,375 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,378 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,380 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,383 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,385 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,388 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,390 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,393 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,395 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-04 11:39:24,397 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-04 11:39:24,400 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,403 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,406 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,408 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,410 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,412 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,414 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-04 11:39:24,417 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,419 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-04 11:39:24,422 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,424 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,427 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,429 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,431 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,434 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,436 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,439 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,442 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,444 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,447 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,450 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,454 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,456 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,458 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-04 11:39:24,460 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,463 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,467 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,470 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,472 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,474 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-04 11:39:24,476 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,479 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,481 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,483 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,486 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,488 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,490 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,492 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,495 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,497 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,500 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,502 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,505 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,507 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,509 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,512 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,514 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,516 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,519 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,521 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,523 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,525 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,527 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,529 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,532 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 11:39:24,535 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,537 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,539 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,542 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 11:39:24,544 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,546 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,549 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,551 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,554 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,556 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,558 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,560 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,563 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,565 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,567 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,570 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,572 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,574 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,576 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,579 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,581 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,584 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,586 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,588 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,590 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,593 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,595 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,597 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,600 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,602 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,605 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,607 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,609 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 11:39:24,611 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,614 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,617 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,620 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,622 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,625 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,627 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-04 11:39:24,630 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-04 11:39:24,632 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-04 11:39:24,634 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-04 11:39:24,636 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,638 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,641 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-04 11:39:24,647 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-04 11:39:24,650 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-04 11:39:24,662 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-04 11:39:24,663 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-04 11:39:25,263 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-04 11:39:25,275 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-04 11:39:25,286 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-04 11:39:33,378 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-04 11:39:33,395 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-04 11:39:33,397 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 11:39:36,419 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 11:39:36,465 - my_logger - INFO - Training set head:
|
||
2024-12-04 11:39:36,467 - 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
|
||
9101 2000-01-04 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9100 2000-01-05 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9099 2000-01-06 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9098 2000-01-07 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9095 2000-01-10 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 11:39:36,754 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-12-04 11:39:36,755 - 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
|
||
8175 2002-07-18 34461.0 732.4702 45.4286 ... 0.0 0.0 0.0 1
|
||
8174 2002-07-19 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8171 2002-07-22 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8170 2002-07-23 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8169 2002-07-24 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 11:56:09,891 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 11:56:09,892 - my_logger - INFO - 训练数据绘图ing
|
||
2024-12-04 11:56:19,355 - my_logger - INFO - 训练数据绘图end
|
||
2024-12-04 11:56:19,356 - my_logger - INFO - 制作报告ing
|
||
2024-12-04 11:56:20,041 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-12-04 11:56:22,178 - my_logger - INFO - 价格类指标的相关性总和为：45.41443715580057
|
||
2024-12-04 11:56:22,179 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-12-04 11:56:24,224 - my_logger - INFO - 供应类指标的相关性总和为：11.049149501057274
|
||
2024-12-04 11:56:24,225 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-12-04 11:56:26,550 - my_logger - INFO - 其他类指标的相关性总和为：6.724299560250388
|
||
2024-12-04 11:56:26,551 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-12-04 11:56:28,614 - my_logger - INFO - 库存类指标的相关性总和为：8.117618586591254
|
||
2024-12-04 11:56:28,616 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图
|
||
2024-12-04 11:56:30,731 - my_logger - INFO - 期货市场类指标的相关性总和为：34.03919590250935
|
||
2024-12-04 11:56:30,733 - my_logger - INFO - 开始绘制运输类指标的相关性直方图
|
||
2024-12-04 11:56:31,093 - my_logger - INFO - 运输类指标的相关性总和为：1.0587991573166415
|
||
2024-12-04 11:56:31,094 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-12-04 11:56:33,509 - my_logger - INFO - 进出口类指标的相关性总和为：5.505001563872398
|
||
2024-12-04 11:56:33,511 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-12-04 11:56:35,511 - my_logger - INFO - 需求类指标的相关性总和为：6.506206598973396
|
||
2024-12-04 11:56:35,512 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-12-04 11:56:35,856 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-12-04 11:56:39,694 - my_logger - INFO - 制作报告end
|
||
2024-12-04 11:56:39,695 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 13:03:18,790 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-04 13:03:18,792 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-04 13:04:06,876 - 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
|
||
2024-12-04 13:04:06,879 - 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
|
||
2024-12-04 13:04:06,881 - 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
|
||
2024-12-04 13:04:06,883 - 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
|
||
2024-12-04 13:04:06,886 - 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
|
||
2024-12-04 13:04:06,889 - 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
|
||
2024-12-04 13:04:06,891 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-04 13:04:06,893 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-04 13:04:06,896 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-04 13:04:06,898 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 13:04:06,900 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-04 13:04:06,903 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-04 13:04:06,906 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 13:04:06,910 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 13:04:06,912 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 13:04:06,915 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-04 13:04:06,918 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 13:04:06,920 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 13:04:06,923 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-04 13:04:06,925 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-04 13:04:06,927 - 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 2024-11-29
|
||
2024-12-04 13:04:06,929 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 13:04:06,932 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 13:04:06,935 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 13:04:06,937 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:04:06,940 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:04:06,942 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:04:06,944 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:04:06,947 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:04:06,950 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-04 13:04:06,952 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-04 13:04:06,954 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-04 13:04:06,957 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-04 13:04:06,959 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 13:04:06,961 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 13:04:06,963 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 13:04:06,966 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:06,969 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:06,971 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:06,974 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:06,976 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 13:04:06,979 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-04 13:04:06,981 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 13:04:06,984 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-04 13:04:06,986 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 13:04:06,989 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-04 13:04:06,991 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:06,993 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 13:04:06,995 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:04:06,997 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,000 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,002 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,004 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,006 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,009 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,012 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,015 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,018 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,020 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,022 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,024 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,026 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,029 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,031 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,034 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,037 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,038 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,041 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,043 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,045 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,049 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,051 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,054 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,056 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,058 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,061 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,063 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,065 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,068 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,070 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,072 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,074 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-04 13:04:07,076 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,078 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-04 13:04:07,082 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-04 13:04:07,085 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,087 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,089 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,091 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,093 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,096 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,098 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-04 13:04:07,101 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,103 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,106 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 13:04:07,108 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 13:04:07,110 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,112 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,115 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,117 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,120 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,122 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,125 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,127 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,129 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,131 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,133 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,135 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,138 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,140 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,143 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,146 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,148 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,151 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,152 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,156 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,158 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,160 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,162 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,164 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,167 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,170 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,172 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,174 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,176 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,178 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,180 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,183 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,186 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,188 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,190 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,192 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,194 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,196 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,199 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,203 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,205 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,207 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,210 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,211 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,214 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,217 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,219 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,221 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,224 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,226 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,228 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-04 13:04:07,230 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-04 13:04:07,233 - 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 2024-12-03
|
||
2024-12-04 13:04:07,235 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,238 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,240 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,242 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,244 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,246 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,250 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,252 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,254 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,256 - 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 2024-11-22
|
||
2024-12-04 13:04:07,258 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,260 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,262 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,265 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,267 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,269 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,272 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-04 13:04:07,275 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-04 13:04:07,277 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-04 13:04:07,280 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,282 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,284 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,286 - 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
|
||
2024-12-04 13:04:07,288 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,290 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-04 13:04:07,293 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,296 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,298 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-04 13:04:07,301 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,303 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,305 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,307 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,309 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,312 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,314 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,317 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,319 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,322 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,324 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,326 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,328 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,330 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,333 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,336 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,338 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,340 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,342 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,345 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,347 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,349 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,351 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,353 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,356 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,358 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,361 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,363 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,365 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,368 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,370 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,372 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,374 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,377 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,380 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,382 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,385 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,388 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,390 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,392 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,395 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,396 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,399 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,402 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,404 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,407 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,410 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,412 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,414 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,417 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,419 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,422 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,424 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,426 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,428 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,430 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,433 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,436 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,438 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,441 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,443 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,446 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,449 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,452 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,454 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,457 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,459 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,462 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,465 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,467 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,471 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,473 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,476 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,478 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,482 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,485 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,487 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,490 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,493 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,496 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,500 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,503 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,506 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,509 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,512 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,516 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,519 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,521 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,524 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,526 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,529 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-04 13:04:07,532 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,536 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,538 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-04 13:04:07,541 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,543 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,545 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,548 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,550 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,553 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,555 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,558 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,561 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,564 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-04 13:04:07,567 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,570 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-04 13:04:07,573 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,575 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,578 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,581 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,583 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,588 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,590 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,593 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,595 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,598 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,600 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,603 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,605 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,607 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,610 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,612 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,614 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,617 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,620 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,622 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,625 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,627 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,630 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,633 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,635 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,638 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,640 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,643 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,645 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,647 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,649 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 13:04:07,652 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,654 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,658 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,660 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,663 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,665 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,668 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,671 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,673 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,675 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,678 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,680 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,683 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,686 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,688 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,691 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,693 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,695 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,699 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,702 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,705 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 13:04:07,708 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 13:04:07,710 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 13:04:07,712 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 13:04:07,715 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,717 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,720 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-04 13:04:07,722 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,724 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,727 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,729 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,732 - 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
|
||
2024-12-04 13:04:07,735 - 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 2024-11-29
|
||
2024-12-04 13:04:07,737 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,740 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,742 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,745 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-04 13:04:07,747 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,750 - 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 2024-11-22
|
||
2024-12-04 13:04:07,753 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,756 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,758 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,761 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,763 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,766 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,769 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,771 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,773 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,776 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,778 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,781 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,784 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,787 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,790 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,792 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,795 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,798 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,801 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,803 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,806 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,808 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,811 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,813 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,816 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,819 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-04 13:04:07,821 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,824 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,827 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,829 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,831 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-04 13:04:07,834 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,836 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,840 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,842 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,845 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 13:04:07,848 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-04 13:04:07,850 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,853 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,855 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,858 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,861 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,865 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,867 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,869 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,872 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,875 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,878 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,881 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,883 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,887 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-04 13:04:07,889 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,891 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,893 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,896 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,899 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,903 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-04 13:04:07,905 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-04 13:04:07,907 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,909 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-04 13:04:07,912 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,915 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,918 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,920 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,923 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,925 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,927 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,930 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,933 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,936 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,937 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,940 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,942 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,944 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,948 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-04 13:04:07,950 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,952 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,954 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,956 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,959 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,961 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-04 13:04:07,963 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,966 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,968 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,970 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,972 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,974 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,977 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,979 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,982 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,984 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,987 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,989 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,991 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,993 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,995 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:07,997 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,001 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,003 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,006 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,008 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,010 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,012 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,015 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,017 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,019 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 13:04:08,021 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,024 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,025 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,028 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 13:04:08,030 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,033 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,035 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,038 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,040 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,043 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,045 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,046 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,049 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,051 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,054 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,056 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,058 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,060 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,062 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,065 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,068 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,070 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,072 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,074 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,077 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,079 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,081 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,084 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,086 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,088 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,091 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,093 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,095 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:04:08,097 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-04 13:04:08,101 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-04 13:04:08,105 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-04 13:04:08,107 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-04 13:04:08,109 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-04 13:04:08,111 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-04 13:04:08,113 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-04 13:04:08,116 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-04 13:04:08,118 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-04 13:04:08,122 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-04 13:04:08,124 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-04 13:04:08,127 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-04 13:04:08,129 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-04 13:04:08,134 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-04 13:04:08,137 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-04 13:04:08,148 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-04 13:04:08,149 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-04 13:04:08,703 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-04 13:04:08,713 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-04 13:04:08,722 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-04 13:04:16,536 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-04 13:04:16,554 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-04 13:04:16,556 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 13:04:19,590 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 13:04:19,590 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 13:04:19,591 - my_logger - INFO - 训练数据绘图ing
|
||
2024-12-04 13:04:28,112 - my_logger - INFO - 训练数据绘图end
|
||
2024-12-04 13:04:28,112 - my_logger - INFO - 制作报告ing
|
||
2024-12-04 13:04:28,812 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-12-04 13:04:30,971 - my_logger - INFO - 价格类指标的相关性总和为：45.41443715580057
|
||
2024-12-04 13:04:30,973 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-12-04 13:04:33,262 - my_logger - INFO - 供应类指标的相关性总和为：11.049149501057274
|
||
2024-12-04 13:04:33,263 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-12-04 13:04:35,362 - my_logger - INFO - 其他类指标的相关性总和为：6.724299560250388
|
||
2024-12-04 13:04:35,363 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-12-04 13:04:37,837 - my_logger - INFO - 库存类指标的相关性总和为：8.117618586591254
|
||
2024-12-04 13:04:37,839 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图
|
||
2024-12-04 13:04:40,064 - my_logger - INFO - 期货市场类指标的相关性总和为：34.03919590250935
|
||
2024-12-04 13:04:40,065 - my_logger - INFO - 开始绘制运输类指标的相关性直方图
|
||
2024-12-04 13:04:40,415 - my_logger - INFO - 运输类指标的相关性总和为：1.0587991573166415
|
||
2024-12-04 13:04:40,416 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-12-04 13:04:42,468 - my_logger - INFO - 进出口类指标的相关性总和为：5.505001563872398
|
||
2024-12-04 13:04:42,470 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-12-04 13:04:45,050 - my_logger - INFO - 需求类指标的相关性总和为：6.506206598973396
|
||
2024-12-04 13:04:45,051 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-12-04 13:04:45,380 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-12-04 13:04:49,258 - my_logger - INFO - 制作报告end
|
||
2024-12-04 13:04:49,259 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 13:07:16,484 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-04 13:07:16,485 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-04 13:08:02,653 - 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
|
||
2024-12-04 13:08:02,656 - 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
|
||
2024-12-04 13:08:02,659 - 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
|
||
2024-12-04 13:08:02,660 - 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
|
||
2024-12-04 13:08:02,663 - 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
|
||
2024-12-04 13:08:02,665 - 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
|
||
2024-12-04 13:08:02,667 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-04 13:08:02,670 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-04 13:08:02,672 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-04 13:08:02,675 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 13:08:02,677 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-04 13:08:02,679 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-04 13:08:02,681 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 13:08:02,685 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 13:08:02,686 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 13:08:02,689 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-04 13:08:02,692 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 13:08:02,694 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 13:08:02,696 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-04 13:08:02,698 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-04 13:08:02,701 - 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 2024-11-29
|
||
2024-12-04 13:08:02,704 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 13:08:02,706 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 13:08:02,708 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 13:08:02,710 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:08:02,712 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:08:02,715 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:08:02,717 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:08:02,720 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:08:02,723 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-04 13:08:02,725 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-04 13:08:02,728 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-04 13:08:02,730 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-04 13:08:02,732 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,734 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,737 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,739 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,742 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,744 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,747 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,749 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,752 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,754 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,757 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,759 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,762 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,764 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,767 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,769 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,771 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,774 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,776 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,778 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,781 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,784 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,786 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,788 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,790 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,792 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,794 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,797 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,799 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,802 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,804 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,807 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,809 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,811 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,813 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,816 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,818 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,821 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-04 13:08:02,823 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,826 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,828 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,830 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,832 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,835 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,838 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,840 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,842 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,844 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,847 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-04 13:08:02,848 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-04 13:08:02,850 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-04 13:08:02,853 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-04 13:08:02,855 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,858 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,860 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,862 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,865 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,867 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 13:08:02,869 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-04 13:08:02,872 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,874 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 13:08:02,876 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 13:08:02,879 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 13:08:02,881 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,883 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,886 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-04 13:08:02,888 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,891 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,893 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,894 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,897 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,899 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,902 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,904 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,906 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,908 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,910 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,913 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,915 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,918 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,920 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,923 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,925 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,926 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,929 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,931 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,934 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,936 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,938 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,941 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,943 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,945 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,947 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,949 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,952 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,954 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,956 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,958 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,960 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-04 13:08:02,962 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 13:08:02,964 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 13:08:02,967 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 13:08:02,970 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,972 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-04 13:08:02,974 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,976 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,979 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,981 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,984 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,987 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,988 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,991 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,993 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:08:02,995 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-04 13:08:02,997 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-04 13:08:03,000 - 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 2024-12-03
|
||
2024-12-04 13:08:03,002 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,005 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,007 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,009 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,011 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,013 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,016 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,019 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,021 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,023 - 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 2024-11-22
|
||
2024-12-04 13:08:03,025 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,027 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,029 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,031 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,034 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,037 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,039 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-04 13:08:03,041 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-04 13:08:03,043 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-04 13:08:03,046 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,048 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,051 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,053 - 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
|
||
2024-12-04 13:08:03,055 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,058 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-04 13:08:03,060 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,062 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,064 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-04 13:08:03,066 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,068 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,070 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,073 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,075 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,078 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,080 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,082 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,085 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,087 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,089 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,091 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,094 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,096 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,098 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,100 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,104 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,106 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,109 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,111 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,113 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,116 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,118 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,121 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,123 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,125 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,127 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,129 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,131 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,134 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,136 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,139 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,141 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,143 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,145 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,147 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,151 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,153 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,155 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,157 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,160 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,162 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,164 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,167 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,169 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,171 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,173 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,176 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,178 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,179 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,183 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,185 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,187 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,189 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,191 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,193 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,195 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,198 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,200 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,204 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,206 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,208 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,211 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,213 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,215 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,218 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,220 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,222 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,225 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,227 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,230 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,233 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,237 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,239 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,241 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,243 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,246 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,249 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,252 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,254 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,257 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,259 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,261 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,264 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,266 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,269 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,271 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,273 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,276 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,279 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,282 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-04 13:08:03,285 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,287 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,290 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-04 13:08:03,291 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,294 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,296 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,299 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,301 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,304 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,306 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,308 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,311 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,313 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-04 13:08:03,317 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,319 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-04 13:08:03,321 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,324 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,326 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,328 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,330 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,340 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,350 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,354 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,358 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,362 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,366 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,371 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,374 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,376 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,378 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,380 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,385 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,389 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,392 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,394 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,397 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,399 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,402 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,404 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,407 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,409 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,410 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,413 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,417 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,419 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,422 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 13:08:03,424 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,426 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,428 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,430 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,433 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,435 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,437 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,440 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,442 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,444 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,447 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,449 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,451 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,454 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,456 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,457 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,460 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,462 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,464 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,466 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,469 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 13:08:03,471 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 13:08:03,473 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 13:08:03,475 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 13:08:03,478 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,480 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,482 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,485 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,487 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,489 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,491 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,492 - 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
|
||
2024-12-04 13:08:03,495 - 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 2024-11-29
|
||
2024-12-04 13:08:03,497 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,500 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,502 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,504 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-04 13:08:03,506 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,508 - 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 2024-11-22
|
||
2024-12-04 13:08:03,511 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,513 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,515 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,518 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,520 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,522 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,524 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,526 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,528 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,530 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,532 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,535 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,537 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,539 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,542 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,544 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,546 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,549 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,551 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,553 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,555 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,558 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,560 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,562 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,564 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,567 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-04 13:08:03,569 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,571 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,574 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,576 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,577 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-04 13:08:03,580 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,582 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,585 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,587 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,589 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 13:08:03,591 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-04 13:08:03,593 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,595 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,598 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,600 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,602 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,606 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,607 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,610 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,612 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,614 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,617 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,620 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,622 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,624 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-04 13:08:03,626 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,627 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,630 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,633 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,635 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,638 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,639 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-04 13:08:03,641 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,643 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-04 13:08:03,645 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,647 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,650 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,652 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,655 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,657 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,658 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,661 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,663 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,665 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,668 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,671 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,673 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,675 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,677 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-04 13:08:03,679 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,682 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,684 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,686 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,688 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,690 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-04 13:08:03,692 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,694 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,696 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,698 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,701 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,703 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,705 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,706 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,708 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,710 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,712 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,714 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,717 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,720 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,722 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,723 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,725 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,728 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,729 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,731 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,734 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,736 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,738 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,740 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,742 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 13:08:03,745 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,747 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,749 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,751 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 13:08:03,753 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,755 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,757 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,759 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,761 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,763 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,765 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,767 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,769 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,771 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,773 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,776 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,777 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,780 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,782 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,785 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,787 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,789 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,791 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,793 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,795 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,796 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,798 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,800 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,803 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,805 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,807 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,808 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,811 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:08:03,813 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,815 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,818 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,820 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,822 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,824 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,826 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-04 13:08:03,828 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-04 13:08:03,830 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-04 13:08:03,831 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-04 13:08:03,835 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,837 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,840 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-04 13:08:03,844 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-04 13:08:03,847 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-04 13:08:03,857 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-04 13:08:03,858 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-04 13:08:04,377 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-04 13:08:04,387 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-04 13:08:04,397 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-04 13:08:12,195 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-04 13:08:12,211 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-04 13:08:12,214 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 13:08:15,202 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 13:08:15,236 - my_logger - INFO - Training set head:
|
||
2024-12-04 13:08:15,236 - 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
|
||
9101 2000-01-04 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9100 2000-01-05 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9099 2000-01-06 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9098 2000-01-07 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9095 2000-01-10 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 13:08:15,522 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-12-04 13:08:15,522 - 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
|
||
8175 2002-07-18 34461.0 732.4702 45.4286 ... 0.0 0.0 0.0 1
|
||
8174 2002-07-19 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8171 2002-07-22 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8170 2002-07-23 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8169 2002-07-24 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 13:46:20,841 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-04 13:46:20,842 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-04 13:47:06,295 - 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
|
||
2024-12-04 13:47:06,298 - 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
|
||
2024-12-04 13:47:06,301 - 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
|
||
2024-12-04 13:47:06,302 - 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
|
||
2024-12-04 13:47:06,304 - 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
|
||
2024-12-04 13:47:06,307 - 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
|
||
2024-12-04 13:47:06,309 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,311 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,314 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-04 13:47:06,316 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,318 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,320 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,322 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,324 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,326 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,328 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,331 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 13:47:06,333 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 13:47:06,335 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,338 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,340 - 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 2024-11-29
|
||
2024-12-04 13:47:06,342 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,344 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,347 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,350 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,352 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,354 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,356 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,358 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,360 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,362 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,364 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-04 13:47:06,367 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-04 13:47:06,369 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,371 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,373 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,375 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,377 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,379 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,381 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,384 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,386 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,388 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,390 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,392 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,394 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,396 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,398 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,400 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,403 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,405 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,408 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,410 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,412 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,414 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,416 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,418 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,421 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,422 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,425 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,427 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,429 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,431 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,433 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,435 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,438 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,440 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,443 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,445 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,447 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,450 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,452 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,454 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,456 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,458 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,461 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,463 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,465 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,467 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,469 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,471 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,473 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-04 13:47:06,475 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,477 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-04 13:47:06,480 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-04 13:47:06,482 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,484 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,486 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,489 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,491 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,493 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,496 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-04 13:47:06,498 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,499 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,501 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 13:47:06,503 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 13:47:06,506 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,508 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,510 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,512 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,515 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,517 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,518 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,521 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,523 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,526 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,528 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,530 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,532 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,534 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,536 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,538 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,540 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,543 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,545 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,547 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,549 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,551 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,553 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,555 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,558 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,559 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,562 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,564 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,566 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,568 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,570 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,572 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,575 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,577 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,579 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,581 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,582 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,584 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,586 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,588 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,591 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,594 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,596 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,598 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,600 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,602 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,604 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,607 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,610 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,612 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,614 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-04 13:47:06,616 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-04 13:47:06,618 - 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 2024-12-03
|
||
2024-12-04 13:47:06,621 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,623 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,625 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,627 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,630 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,632 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,634 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,636 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,638 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,640 - 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 2024-11-22
|
||
2024-12-04 13:47:06,642 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,644 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,646 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,648 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,651 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,653 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,657 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-04 13:47:06,658 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-04 13:47:06,660 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-04 13:47:06,662 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,664 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,667 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,669 - 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
|
||
2024-12-04 13:47:06,670 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,674 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-04 13:47:06,676 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,678 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,680 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-04 13:47:06,682 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,684 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,686 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,688 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,690 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,692 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,694 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,696 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,698 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,700 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,703 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,705 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,707 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,709 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,711 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,713 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,715 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,717 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,719 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,721 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 13:47:06,724 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,726 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,728 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,730 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,732 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,735 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,745 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,748 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,751 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,755 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,759 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,762 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,766 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,769 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,773 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,776 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,778 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,780 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,783 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,785 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,787 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,789 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,793 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,797 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,800 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,803 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,806 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,808 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,810 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,812 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,815 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,817 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,819 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,822 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,824 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,826 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,828 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,831 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,833 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,835 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,837 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,840 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,842 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,845 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,846 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,849 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,851 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,853 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,856 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,858 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,860 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,862 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,864 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,866 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,868 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,870 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,874 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,877 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,879 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,881 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,883 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,886 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,888 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,891 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,893 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,895 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,897 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,900 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,902 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,905 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,907 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-04 13:47:06,909 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,912 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,913 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-04 13:47:06,915 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,917 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,920 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-04 13:47:06,922 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,924 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,926 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,929 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,931 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,933 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,935 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-04 13:47:06,938 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,939 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-04 13:47:06,943 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-04 13:47:06,945 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,948 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,950 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,952 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,957 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,960 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,962 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,964 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,966 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,968 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-04 13:47:06,970 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,972 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,975 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,977 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,979 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,982 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,984 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,985 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,988 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,991 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,993 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,995 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,997 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 13:47:06,999 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-04 13:47:07,001 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 13:47:07,004 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 13:47:07,006 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 13:47:07,009 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 13:47:07,012 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 13:47:07,014 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 13:47:07,016 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,018 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,021 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,023 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,026 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,029 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,031 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,033 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,034 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-04 13:47:07,037 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,039 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,042 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,043 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,047 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,049 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,051 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,053 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,056 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,058 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,060 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,062 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 13:47:07,064 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 13:47:07,066 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 13:47:07,068 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 13:47:07,070 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,072 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,075 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,077 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,079 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,080 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,083 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,085 - 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
|
||
2024-12-04 13:47:07,087 - 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 2024-11-29
|
||
2024-12-04 13:47:07,089 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,092 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,094 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,096 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-04 13:47:07,098 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,100 - 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 2024-11-22
|
||
2024-12-04 13:47:07,102 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,104 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,106 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,108 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,111 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,112 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,114 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,116 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,119 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,121 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,124 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,126 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,128 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,131 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,132 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,134 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,136 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,138 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,141 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,143 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,145 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,147 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,149 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,151 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,153 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,155 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-04 13:47:07,157 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,160 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,161 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,164 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,166 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-04 13:47:07,168 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,170 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,172 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,174 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,176 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 13:47:07,178 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-04 13:47:07,180 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,182 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,184 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,187 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,188 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,190 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,192 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,194 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,196 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,198 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,200 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,203 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,205 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-04 13:47:07,207 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-04 13:47:07,210 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,211 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,214 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,216 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,218 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,220 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,221 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-04 13:47:07,224 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,226 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-04 13:47:07,228 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,230 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,231 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,234 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,236 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,238 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,240 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,242 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,245 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,247 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,249 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,252 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,254 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,256 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,258 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-04 13:47:07,260 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,262 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,265 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,266 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,269 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,271 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-04 13:47:07,273 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,275 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,277 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,279 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,281 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,283 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,284 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,286 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,288 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,291 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,293 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,295 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,297 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,299 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,301 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,303 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,306 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,309 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,311 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,313 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,315 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,317 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,319 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,321 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,323 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 13:47:07,325 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,327 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,329 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,330 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 13:47:07,333 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,335 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,337 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,339 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,341 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,343 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,345 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,347 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,349 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,350 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,353 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,355 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,357 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,359 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,362 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,363 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,365 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,367 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,370 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,373 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,376 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,377 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,379 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,381 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,383 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,385 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,387 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,389 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,391 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 13:47:07,393 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,395 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,398 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,400 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,402 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,404 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,406 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-04 13:47:07,408 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-04 13:47:07,410 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-04 13:47:07,412 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-04 13:47:07,413 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,416 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,418 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-04 13:47:07,423 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-04 13:47:07,426 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-04 13:47:07,436 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-04 13:47:07,437 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-04 13:47:07,934 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-04 13:47:07,944 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-04 13:47:07,953 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-04 13:47:15,552 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-04 13:47:15,568 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-04 13:47:15,570 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 13:47:18,497 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 13:47:18,529 - my_logger - INFO - Training set head:
|
||
2024-12-04 13:47:18,530 - 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
|
||
9101 2000-01-04 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9100 2000-01-05 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9099 2000-01-06 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9098 2000-01-07 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9095 2000-01-10 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 13:47:18,792 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-12-04 13:47:18,792 - 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
|
||
8175 2002-07-18 34461.0 732.4702 45.4286 ... 0.0 0.0 0.0 1
|
||
8174 2002-07-19 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8171 2002-07-22 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8170 2002-07-23 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8169 2002-07-24 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 15:45:21,217 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-04 15:45:21,218 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-04 15:46:06,786 - 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
|
||
2024-12-04 15:46:06,789 - 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
|
||
2024-12-04 15:46:06,791 - 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
|
||
2024-12-04 15:46:06,793 - 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
|
||
2024-12-04 15:46:06,795 - 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
|
||
2024-12-04 15:46:06,797 - 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
|
||
2024-12-04 15:46:06,800 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-04 15:46:06,803 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-04 15:46:06,805 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-04 15:46:06,807 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 15:46:06,810 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-04 15:46:06,813 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-04 15:46:06,815 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 15:46:06,817 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 15:46:06,818 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 15:46:06,820 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-04 15:46:06,823 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 15:46:06,825 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 15:46:06,827 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-04 15:46:06,829 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-04 15:46:06,832 - 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 2024-11-29
|
||
2024-12-04 15:46:06,834 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 15:46:06,836 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 15:46:06,838 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 15:46:06,841 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 15:46:06,843 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 15:46:06,846 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 15:46:06,848 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 15:46:06,849 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 15:46:06,851 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-04 15:46:06,853 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-04 15:46:06,856 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-04 15:46:06,858 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-04 15:46:06,860 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,862 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,864 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,866 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,868 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,871 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,873 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,875 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,877 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,880 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,881 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,883 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 15:46:06,885 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,887 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,890 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,892 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,894 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,896 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,898 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,901 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,902 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,905 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,907 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 15:46:06,910 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-04 15:46:06,911 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-04 15:46:06,914 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 15:46:06,916 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,918 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,921 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,922 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,925 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,928 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,930 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,933 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,935 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,937 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,940 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,942 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-04 15:46:06,944 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,946 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,948 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 15:46:06,951 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,953 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,956 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,959 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,960 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,962 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,964 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,966 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-04 15:46:06,968 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-04 15:46:06,972 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-04 15:46:06,975 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-04 15:46:06,977 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,979 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,981 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,983 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-04 15:46:06,986 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,988 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 15:46:06,990 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-04 15:46:06,992 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-04 15:46:06,994 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 15:46:06,996 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 15:46:06,998 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 15:46:07,000 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,003 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,006 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,008 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,010 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,012 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,015 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,017 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,019 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,021 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,024 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,026 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,027 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,029 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,031 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,033 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,035 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,037 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,040 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,042 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,044 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,046 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,048 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,050 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,052 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,054 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,057 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,058 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,060 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,062 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,064 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,067 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,070 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,073 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,075 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,078 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,080 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,082 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,085 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,087 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,089 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,092 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,094 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,097 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,099 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,102 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,105 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,108 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,110 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,112 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,115 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-04 15:46:07,117 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-04 15:46:07,119 - 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 2024-12-03
|
||
2024-12-04 15:46:07,123 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,125 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,127 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,130 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,132 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,134 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,137 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,139 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,142 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,145 - 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 2024-11-22
|
||
2024-12-04 15:46:07,147 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,149 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,151 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,154 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,156 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,159 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,161 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-04 15:46:07,163 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-04 15:46:07,165 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-04 15:46:07,167 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,169 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,171 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,174 - 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
|
||
2024-12-04 15:46:07,176 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,179 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-04 15:46:07,181 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,183 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,185 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-04 15:46:07,188 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,190 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,192 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,194 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,196 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,198 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,200 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,203 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,206 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,208 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,211 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,213 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,215 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,217 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,219 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,222 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,224 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,226 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,228 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,230 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,233 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,235 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,237 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,240 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,242 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,244 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,246 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,248 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,250 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,253 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,256 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,258 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,260 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,262 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,265 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,267 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,270 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,272 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,275 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,277 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,279 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,282 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,284 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,286 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,289 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,291 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,294 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,296 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,298 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,300 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,302 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,305 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,308 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,311 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,313 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,315 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,317 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,320 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,323 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,326 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,328 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,330 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,332 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,334 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,337 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,339 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,341 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,343 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,345 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,348 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,349 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,352 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,355 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,357 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,360 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,362 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,364 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,367 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,369 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,371 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,373 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,376 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,378 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,380 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,384 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,386 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,389 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,391 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,393 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,395 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,398 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-04 15:46:07,400 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,402 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,405 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-04 15:46:07,407 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,410 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,412 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,415 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,417 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,421 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,424 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,426 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,428 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,430 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-04 15:46:07,432 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,434 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-04 15:46:07,436 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,439 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,441 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,443 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,445 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,448 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,452 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,454 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,456 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,459 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,460 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,462 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,465 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,467 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,469 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,472 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,474 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,476 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,478 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,481 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,483 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,485 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,488 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,490 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,492 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,494 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,495 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,497 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,499 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,502 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,504 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 15:46:07,507 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,509 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,511 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,512 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,514 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,516 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,518 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,520 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,523 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,525 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,526 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,528 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,530 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,532 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,534 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,536 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,538 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,540 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,542 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,545 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,547 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 15:46:07,549 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 15:46:07,551 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 15:46:07,553 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 15:46:07,555 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,557 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,559 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,561 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,562 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,565 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,567 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,569 - 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
|
||
2024-12-04 15:46:07,572 - 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 2024-11-29
|
||
2024-12-04 15:46:07,574 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,576 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,578 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,580 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-04 15:46:07,582 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,584 - 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 2024-11-22
|
||
2024-12-04 15:46:07,586 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,588 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,590 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,592 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,594 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,596 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,598 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,600 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,602 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,605 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,607 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,609 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,611 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,613 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,615 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,617 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,619 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,621 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,624 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,626 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,628 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,630 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,632 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,633 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,635 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,638 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-04 15:46:07,640 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,642 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,645 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,647 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,649 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-04 15:46:07,651 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,653 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,655 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,657 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,659 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 15:46:07,662 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-04 15:46:07,664 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,666 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,668 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,670 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,672 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,674 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,677 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,679 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,682 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,684 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,686 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,688 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,690 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,692 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-04 15:46:07,695 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,696 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,698 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,700 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,704 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,706 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,708 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-04 15:46:07,710 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,712 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-04 15:46:07,713 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,715 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,717 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,720 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,733 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,736 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,741 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,744 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,748 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,750 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,756 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,759 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,762 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,765 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,769 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-04 15:46:07,773 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,776 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,779 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,781 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,783 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,785 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-04 15:46:07,788 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,790 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,792 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,794 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,796 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,799 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,801 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,805 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,807 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,809 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,812 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,814 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,815 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,817 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,819 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,822 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,824 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,826 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,827 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,829 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,831 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,833 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,835 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,838 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,840 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 15:46:07,842 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,844 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,846 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,848 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 15:46:07,850 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,852 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,854 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,856 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,859 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,861 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,862 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,864 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,867 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,868 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,870 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,873 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,874 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,877 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,878 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,881 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,883 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,884 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,887 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,890 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,892 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,894 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,896 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,898 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,899 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,901 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,903 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,906 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,908 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 15:46:07,910 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,912 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,914 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,916 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,918 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,921 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,923 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-04 15:46:07,925 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-04 15:46:07,927 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-04 15:46:07,929 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-04 15:46:07,930 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,932 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,934 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-04 15:46:07,940 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-04 15:46:07,944 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-04 15:46:07,955 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-04 15:46:07,956 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-04 15:46:08,466 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-04 15:46:08,477 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-04 15:46:08,488 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-04 15:46:16,184 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-04 15:46:16,202 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-04 15:46:16,204 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 15:46:19,164 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 15:46:19,196 - my_logger - INFO - Training set head:
|
||
2024-12-04 15:46:19,197 - 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
|
||
9101 2000-01-04 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9100 2000-01-05 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9099 2000-01-06 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9098 2000-01-07 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9095 2000-01-10 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 15:46:19,463 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-12-04 15:46:19,464 - 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
|
||
8175 2002-07-18 34461.0 732.4702 45.4286 ... 0.0 0.0 0.0 1
|
||
8174 2002-07-19 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8171 2002-07-22 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8170 2002-07-23 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8169 2002-07-24 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 16:01:25,296 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 16:01:25,298 - my_logger - INFO - 训练数据绘图ing
|
||
2024-12-04 16:01:34,944 - my_logger - INFO - 训练数据绘图end
|
||
2024-12-04 16:01:34,945 - my_logger - INFO - 制作报告ing
|
||
2024-12-04 16:01:35,635 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-12-04 16:01:37,764 - my_logger - INFO - 价格类指标的相关性总和为：45.41443715580057
|
||
2024-12-04 16:01:37,767 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-12-04 16:01:39,761 - my_logger - INFO - 供应类指标的相关性总和为：11.049149501057274
|
||
2024-12-04 16:01:39,762 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-12-04 16:01:42,100 - my_logger - INFO - 其他类指标的相关性总和为：6.724299560250388
|
||
2024-12-04 16:01:42,101 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-12-04 16:01:44,184 - my_logger - INFO - 库存类指标的相关性总和为：8.117618586591254
|
||
2024-12-04 16:01:44,186 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图
|
||
2024-12-04 16:01:46,312 - my_logger - INFO - 期货市场类指标的相关性总和为：34.03919590250935
|
||
2024-12-04 16:01:46,313 - my_logger - INFO - 开始绘制运输类指标的相关性直方图
|
||
2024-12-04 16:01:47,105 - my_logger - INFO - 运输类指标的相关性总和为：1.0587991573166415
|
||
2024-12-04 16:01:47,107 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-12-04 16:01:49,106 - my_logger - INFO - 进出口类指标的相关性总和为：5.505001563872398
|
||
2024-12-04 16:01:49,108 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-12-04 16:01:51,183 - my_logger - INFO - 需求类指标的相关性总和为：6.506206598973396
|
||
2024-12-04 16:01:51,185 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-12-04 16:01:51,557 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-12-04 16:01:55,380 - my_logger - INFO - 制作报告end
|
||
2024-12-04 16:01:55,381 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 16:13:06,448 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-04 16:13:06,449 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-04 16:13:51,690 - 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
|
||
2024-12-04 16:13:51,693 - 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
|
||
2024-12-04 16:13:51,696 - 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
|
||
2024-12-04 16:13:51,698 - 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
|
||
2024-12-04 16:13:51,700 - 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
|
||
2024-12-04 16:13:51,702 - 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
|
||
2024-12-04 16:13:51,705 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-04 16:13:51,707 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-04 16:13:51,709 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-04 16:13:51,711 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 16:13:51,713 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:13:51,715 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:13:51,717 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 16:13:51,720 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 16:13:51,722 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 16:13:51,724 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-04 16:13:51,727 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 16:13:51,729 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 16:13:51,731 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-04 16:13:51,733 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-04 16:13:51,735 - 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 2024-11-29
|
||
2024-12-04 16:13:51,737 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 16:13:51,739 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 16:13:51,741 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 16:13:51,743 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:13:51,745 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:13:51,748 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:13:51,750 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:13:51,752 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:13:51,754 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:13:51,757 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:13:51,759 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-04 16:13:51,761 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-04 16:13:51,763 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,765 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,767 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,769 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,771 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,773 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,775 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,777 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,779 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,781 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,783 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,785 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,788 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,790 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,792 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,794 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,796 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,798 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,800 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,803 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,805 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,807 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,809 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,811 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,813 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,815 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,818 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,820 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,822 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,823 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,825 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,827 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,829 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,832 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,835 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,838 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,840 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,842 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-04 16:13:51,844 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,846 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,848 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,851 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,853 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,855 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,857 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,859 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,861 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,863 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,865 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-04 16:13:51,867 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-04 16:13:51,869 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-04 16:13:51,871 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-04 16:13:51,873 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,875 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,877 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,879 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,882 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,884 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 16:13:51,886 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-04 16:13:51,888 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,890 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 16:13:51,892 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 16:13:51,894 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 16:13:51,896 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,898 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,900 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-04 16:13:51,902 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,904 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,906 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,908 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,910 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,913 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,915 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,917 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,919 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,921 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,923 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,925 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,927 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,929 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,932 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,934 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,936 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,938 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,940 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,941 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,944 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,946 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,948 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,950 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,952 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,954 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,956 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,958 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,961 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,963 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,965 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,967 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,969 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-04 16:13:51,971 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 16:13:51,973 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 16:13:51,975 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 16:13:51,977 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,979 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-04 16:13:51,980 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,983 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,985 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,987 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,989 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,991 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,993 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,995 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,997 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:13:51,999 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-04 16:13:52,001 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-04 16:13:52,003 - 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 2024-12-03
|
||
2024-12-04 16:13:52,005 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,007 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,009 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,011 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,013 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,015 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,017 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,019 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,022 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,024 - 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 2024-11-22
|
||
2024-12-04 16:13:52,026 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,027 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,029 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,032 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,034 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,036 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,039 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-04 16:13:52,041 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-04 16:13:52,043 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-04 16:13:52,044 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,046 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,049 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,051 - 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
|
||
2024-12-04 16:13:52,052 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,055 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-04 16:13:52,056 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,058 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,060 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-04 16:13:52,062 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,064 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,066 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,069 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,071 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,073 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,075 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,077 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,079 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,081 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,083 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,085 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,087 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,089 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,091 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,093 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,095 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,097 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,100 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,102 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,104 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,106 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,108 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,109 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,111 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,113 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,116 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,118 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,121 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,123 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,124 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,127 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,128 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,130 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,133 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,136 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,138 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,140 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,142 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,144 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,145 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,148 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,150 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,152 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,154 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,156 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,158 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,160 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,162 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,164 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,167 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,169 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,171 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,173 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,175 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,177 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,179 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,181 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,183 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,185 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,187 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,189 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,191 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,194 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,196 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,198 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,212 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,216 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,220 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,223 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,227 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,230 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,234 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,237 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,240 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,242 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,245 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,249 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,253 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,255 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,258 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,260 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,262 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,264 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,267 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,269 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,271 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,273 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,275 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,276 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,278 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-04 16:13:52,280 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,283 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,285 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-04 16:13:52,288 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,290 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,292 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,294 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,295 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,297 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,300 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,302 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,304 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,306 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-04 16:13:52,308 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,310 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-04 16:13:52,312 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,313 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,316 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,318 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,320 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,324 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,326 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,328 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,330 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,332 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,334 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,336 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,338 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,340 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,342 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,343 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,345 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,347 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,350 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,352 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,353 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,356 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,358 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,360 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,362 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,363 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,365 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,368 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,370 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,372 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,373 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:13:52,375 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,377 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,379 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,381 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,384 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,386 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,388 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,389 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,392 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,394 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,395 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,397 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,400 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,402 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,403 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,405 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,407 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,409 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,411 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,414 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,417 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:13:52,419 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:13:52,421 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:13:52,424 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:13:52,426 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,429 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,431 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,432 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,434 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,436 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,438 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,440 - 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
|
||
2024-12-04 16:13:52,442 - 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 2024-11-29
|
||
2024-12-04 16:13:52,445 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,447 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,450 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,452 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-04 16:13:52,454 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,456 - 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 2024-11-22
|
||
2024-12-04 16:13:52,458 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,460 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,462 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,464 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,466 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,468 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,470 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,472 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,473 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,477 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,479 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,481 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,483 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,486 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,488 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,490 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,492 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,494 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,496 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,498 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,500 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,502 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,504 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,506 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,508 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,510 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-04 16:13:52,512 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,514 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,517 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,519 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,521 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-04 16:13:52,523 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,525 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,527 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,529 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,531 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 16:13:52,533 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-04 16:13:52,535 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,537 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,539 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,541 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,544 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,546 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,548 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,550 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,552 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,554 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,556 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,558 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,560 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,562 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-04 16:13:52,564 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,566 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,569 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,571 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,572 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,575 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,577 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-04 16:13:52,579 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,581 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-04 16:13:52,583 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,586 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,588 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,590 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,592 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,593 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,595 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,597 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,600 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,601 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,603 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,606 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,608 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,610 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,612 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-04 16:13:52,614 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,617 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,619 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,621 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,623 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,625 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-04 16:13:52,626 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,628 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,630 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,632 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,635 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,637 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,638 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,640 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,641 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,643 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,645 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,647 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,650 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,651 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,654 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,656 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,658 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,660 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,661 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,663 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,666 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,668 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,669 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,671 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,673 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 16:13:52,675 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,676 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,678 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,680 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 16:13:52,682 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,685 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,687 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,689 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,691 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,693 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,695 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,697 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,699 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,701 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,703 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,705 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,707 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,709 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,711 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,713 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,716 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,718 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,720 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,722 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,723 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,725 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,727 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,729 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,731 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,733 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,735 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,737 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,739 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:13:52,741 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,743 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,745 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,747 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,750 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,753 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,754 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-04 16:13:52,756 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-04 16:13:52,759 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-04 16:13:52,761 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-04 16:13:52,762 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,764 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,767 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-04 16:13:52,772 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-04 16:13:52,775 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-04 16:13:52,785 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-04 16:13:52,786 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-04 16:13:53,288 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-04 16:13:53,299 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-04 16:13:53,308 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-04 16:14:00,853 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-04 16:14:00,869 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-04 16:14:00,871 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 16:14:03,839 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 16:14:03,839 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 16:14:03,840 - my_logger - INFO - 训练数据绘图ing
|
||
2024-12-04 16:16:36,419 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-04 16:16:36,420 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-04 16:17:21,760 - 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
|
||
2024-12-04 16:17:21,763 - 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
|
||
2024-12-04 16:17:21,765 - 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
|
||
2024-12-04 16:17:21,768 - 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
|
||
2024-12-04 16:17:21,771 - 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
|
||
2024-12-04 16:17:21,773 - 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
|
||
2024-12-04 16:17:21,776 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-04 16:17:21,778 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-04 16:17:21,780 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-04 16:17:21,783 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 16:17:21,785 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:17:21,788 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:17:21,790 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 16:17:21,792 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 16:17:21,794 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 16:17:21,796 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-04 16:17:21,799 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 16:17:21,801 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 16:17:21,803 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-04 16:17:21,806 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-04 16:17:21,808 - 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 2024-11-29
|
||
2024-12-04 16:17:21,810 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 16:17:21,812 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 16:17:21,815 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 16:17:21,818 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:17:21,820 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:17:21,822 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:17:21,824 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:17:21,826 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:17:21,828 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:17:21,830 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:17:21,833 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-04 16:17:21,836 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-04 16:17:21,838 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,840 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,842 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,844 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,846 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,849 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,851 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,853 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,855 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,857 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,859 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,861 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 16:17:21,864 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,867 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,869 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,871 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,873 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,875 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,877 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,879 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,882 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,884 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,887 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 16:17:21,889 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-04 16:17:21,890 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-04 16:17:21,893 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 16:17:21,895 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,897 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,899 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,902 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,904 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,907 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,909 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,911 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,913 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,915 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,917 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,920 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-04 16:17:21,922 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,924 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,927 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 16:17:21,929 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,931 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,933 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,936 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,938 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,940 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,942 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,944 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-04 16:17:21,946 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-04 16:17:21,948 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-04 16:17:21,950 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-04 16:17:21,953 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,955 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,957 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,959 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-04 16:17:21,962 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,964 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 16:17:21,966 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-04 16:17:21,969 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,971 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 16:17:21,973 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 16:17:21,975 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 16:17:21,976 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-04 16:17:21,978 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,980 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-04 16:17:21,983 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,985 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,987 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-04 16:17:21,990 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,991 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,993 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,996 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-04 16:17:21,997 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,000 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,002 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,005 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,006 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,009 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,011 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,013 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,015 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,017 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,021 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,023 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,024 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,026 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,028 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,030 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,032 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,034 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,037 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,038 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,041 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,043 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,045 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,047 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,049 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,051 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,053 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,055 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,057 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,059 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,061 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,063 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,065 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,068 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,070 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,072 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,074 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,075 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,078 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,080 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,082 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-04 16:17:22,085 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-04 16:17:22,086 - 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 2024-12-03
|
||
2024-12-04 16:17:22,088 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,090 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,092 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,094 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,096 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,099 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,101 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,103 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,105 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,107 - 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 2024-11-22
|
||
2024-12-04 16:17:22,109 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,111 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,112 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,115 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,117 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,120 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,122 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-04 16:17:22,124 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-04 16:17:22,126 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-04 16:17:22,128 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,130 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,132 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,134 - 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
|
||
2024-12-04 16:17:22,137 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,138 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-04 16:17:22,140 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,142 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,143 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-04 16:17:22,145 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,147 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,150 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,152 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,154 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,156 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,158 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,160 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,163 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,165 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,167 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,170 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,171 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,173 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,175 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,177 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,179 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,181 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,184 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,186 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,188 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,190 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,192 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,194 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,196 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,198 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,201 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,203 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,205 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,207 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,209 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,211 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,213 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,215 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,218 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,221 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,223 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,225 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,227 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,229 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,231 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,233 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,235 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,237 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,240 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,242 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,245 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,247 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,249 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,251 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,253 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,256 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,258 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,260 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,263 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,264 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,266 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,269 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,271 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,273 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,274 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,277 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,279 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,281 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,284 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,286 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,288 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,291 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,293 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,295 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,297 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,299 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,301 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,303 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,305 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,308 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,310 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,312 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,314 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,316 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,318 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,320 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,322 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,324 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,326 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,328 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,330 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,333 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,335 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,337 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,339 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-04 16:17:22,341 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,344 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,346 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-04 16:17:22,347 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,351 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,353 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,355 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,356 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,358 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,361 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,363 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,365 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,368 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-04 16:17:22,370 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,372 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-04 16:17:22,374 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,375 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,377 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,379 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,382 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,386 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,388 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,390 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,392 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,394 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,396 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,398 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,400 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,402 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,404 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,406 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,408 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,410 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,412 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,414 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,417 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,419 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,421 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,423 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,424 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,426 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,429 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,431 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,433 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,436 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,438 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:17:22,440 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,441 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,443 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,445 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,447 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,450 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,452 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,454 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,456 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,457 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,459 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,461 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,463 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,466 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,468 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,471 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,482 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,485 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,488 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,491 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,495 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:17:22,498 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:17:22,502 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:17:22,505 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:17:22,509 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,511 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,513 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,517 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,520 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,525 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,528 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,530 - 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
|
||
2024-12-04 16:17:22,531 - 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 2024-11-29
|
||
2024-12-04 16:17:22,533 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,535 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,538 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,540 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-04 16:17:22,543 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,545 - 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 2024-11-22
|
||
2024-12-04 16:17:22,548 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,550 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,552 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,554 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,556 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,558 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,560 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,562 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,564 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,566 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,568 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,570 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,572 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,574 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,576 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,578 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,580 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,582 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,585 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,587 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,589 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,590 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,592 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,594 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,596 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,598 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-04 16:17:22,601 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,603 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,605 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,607 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,609 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-04 16:17:22,611 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,612 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,614 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,617 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,619 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 16:17:22,621 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-04 16:17:22,623 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,624 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,626 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,628 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,630 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,634 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,637 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,639 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,640 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,642 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,644 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,646 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,649 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,651 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-04 16:17:22,653 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,655 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,657 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,659 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,661 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,663 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,665 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-04 16:17:22,668 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,670 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-04 16:17:22,671 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,673 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,675 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,676 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,678 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,680 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,683 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,685 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,686 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,689 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,691 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,693 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,696 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,697 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,699 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-04 16:17:22,702 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,704 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,706 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,707 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,710 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,712 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-04 16:17:22,714 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,716 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,719 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,721 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,722 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,724 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,726 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,728 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,730 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,732 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,734 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,736 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,738 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,740 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,743 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,745 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,747 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,750 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,752 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,754 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,757 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,759 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,761 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,763 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,764 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 16:17:22,767 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,769 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,772 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,774 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 16:17:22,777 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,779 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,781 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,784 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,787 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,789 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,792 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,794 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,795 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,797 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,799 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,802 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,804 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,805 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,808 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,810 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,812 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,813 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,815 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,818 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,820 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,822 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,823 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,825 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,828 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,829 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,831 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,834 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,836 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:17:22,838 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,840 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,842 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,843 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,845 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,847 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,851 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-04 16:17:22,853 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-04 16:17:22,855 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-04 16:17:22,857 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-04 16:17:22,859 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,861 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,863 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-04 16:17:22,868 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-04 16:17:22,871 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-04 16:17:22,881 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-04 16:17:22,882 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-04 16:17:23,387 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-04 16:17:23,398 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-04 16:17:23,407 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-04 16:17:31,170 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-04 16:17:31,186 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-04 16:17:31,189 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 16:17:34,166 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 16:17:34,167 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 16:17:34,168 - my_logger - INFO - 训练数据绘图ing
|
||
2024-12-04 16:17:42,636 - my_logger - INFO - 训练数据绘图end
|
||
2024-12-04 16:17:42,637 - my_logger - INFO - 制作报告ing
|
||
2024-12-04 16:17:43,303 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-12-04 16:17:45,468 - my_logger - INFO - 价格类指标的相关性总和为：45.41443715580057
|
||
2024-12-04 16:17:45,470 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-12-04 16:17:47,802 - my_logger - INFO - 供应类指标的相关性总和为：11.049149501057274
|
||
2024-12-04 16:17:47,803 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-12-04 16:17:49,805 - my_logger - INFO - 其他类指标的相关性总和为：6.724299560250388
|
||
2024-12-04 16:17:49,806 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-12-04 16:17:52,239 - my_logger - INFO - 库存类指标的相关性总和为：8.117618586591254
|
||
2024-12-04 16:17:52,241 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图
|
||
2024-12-04 16:17:54,364 - my_logger - INFO - 期货市场类指标的相关性总和为：34.03919590250935
|
||
2024-12-04 16:17:54,366 - my_logger - INFO - 开始绘制运输类指标的相关性直方图
|
||
2024-12-04 16:17:54,714 - my_logger - INFO - 运输类指标的相关性总和为：1.0587991573166415
|
||
2024-12-04 16:17:54,717 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-12-04 16:17:56,790 - my_logger - INFO - 进出口类指标的相关性总和为：5.505001563872398
|
||
2024-12-04 16:17:56,791 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-12-04 16:17:59,340 - my_logger - INFO - 需求类指标的相关性总和为：6.506206598973396
|
||
2024-12-04 16:17:59,341 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-12-04 16:17:59,690 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-12-04 16:18:03,592 - my_logger - INFO - 制作报告end
|
||
2024-12-04 16:18:03,593 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 16:22:30,015 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-04 16:22:30,016 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-04 16:23:15,554 - 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
|
||
2024-12-04 16:23:15,557 - 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
|
||
2024-12-04 16:23:15,559 - 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
|
||
2024-12-04 16:23:15,561 - 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
|
||
2024-12-04 16:23:15,564 - 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
|
||
2024-12-04 16:23:15,566 - 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
|
||
2024-12-04 16:23:15,567 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,570 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-04 16:23:15,572 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-04 16:23:15,575 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,577 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,580 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,582 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 16:23:15,584 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 16:23:15,586 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 16:23:15,588 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-04 16:23:15,591 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 16:23:15,593 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 16:23:15,595 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,598 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,600 - 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 2024-11-29
|
||
2024-12-04 16:23:15,602 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 16:23:15,605 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,607 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 16:23:15,610 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,612 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,614 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,616 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,618 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,620 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,623 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,625 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-04 16:23:15,627 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-04 16:23:15,629 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,632 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,634 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,637 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,639 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,641 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,643 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,646 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,648 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,650 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,653 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,655 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,658 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,660 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,662 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,664 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,666 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,669 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,672 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,674 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,676 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,678 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,680 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,682 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,685 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,688 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,691 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,693 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,695 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,697 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,700 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,702 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,705 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,707 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,709 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,711 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,714 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,716 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-04 16:23:15,720 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,722 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,725 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,727 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,729 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,732 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,734 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,737 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,739 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,741 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,743 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-04 16:23:15,746 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-04 16:23:15,748 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-04 16:23:15,751 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-04 16:23:15,754 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,756 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,758 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,761 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,763 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,765 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 16:23:15,767 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-04 16:23:15,770 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,772 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 16:23:15,774 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 16:23:15,776 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 16:23:15,778 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,781 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,783 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-04 16:23:15,786 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,788 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,790 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,792 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,795 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,798 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,801 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,803 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,805 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,808 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,810 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,812 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,814 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,816 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,820 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,822 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,824 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,826 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,828 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,830 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,832 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,834 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,837 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,839 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,841 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,843 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,845 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,847 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,850 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,853 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,856 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,858 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,860 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-04 16:23:15,862 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 16:23:15,864 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 16:23:15,866 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 16:23:15,868 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,871 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-04 16:23:15,873 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,875 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,877 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,880 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,882 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,884 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,886 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,889 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,891 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,893 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-04 16:23:15,895 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-04 16:23:15,898 - 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 2024-12-03
|
||
2024-12-04 16:23:15,899 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,903 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,905 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,907 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:15,909 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,911 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,914 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,916 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,918 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,921 - 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 2024-11-22
|
||
2024-12-04 16:23:15,923 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,925 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,926 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,929 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,931 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,933 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,936 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-04 16:23:15,938 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-04 16:23:15,940 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-04 16:23:15,943 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,945 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,947 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,949 - 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
|
||
2024-12-04 16:23:15,952 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,954 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-04 16:23:15,956 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-04 16:23:15,958 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 16:23:15,960 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-04 16:23:15,962 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-04 16:23:15,965 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-04 16:23:15,967 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-04 16:23:15,970 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-04 16:23:15,972 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,974 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,976 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,978 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,980 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,982 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,985 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,987 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,989 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,991 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,994 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,996 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:23:15,998 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,001 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,003 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,005 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,007 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,010 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,012 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,014 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,016 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,019 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,021 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,023 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,025 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,028 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,031 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,033 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,036 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,038 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,040 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,042 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,044 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,047 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,049 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,051 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,054 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,056 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,058 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,060 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,063 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,065 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,068 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,070 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,073 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,075 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,077 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-04 16:23:16,079 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,081 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,083 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,086 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,088 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,091 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-04 16:23:16,093 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,095 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,097 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,100 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,103 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,105 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,108 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,109 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,111 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,113 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,115 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,118 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,120 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,123 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,125 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,127 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,130 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,132 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,135 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,138 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-04 16:23:16,139 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,142 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,144 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,146 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,149 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,151 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,154 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,156 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:23:16,158 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:23:16,161 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:23:16,163 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-04 16:23:16,166 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,169 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:23:16,171 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-04 16:23:16,174 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:23:16,176 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,178 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-04 16:23:16,180 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,183 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,196 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,200 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,204 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,207 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,211 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,215 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,219 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,222 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-04 16:23:16,226 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,230 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-04 16:23:16,233 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,235 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,238 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,240 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,245 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,251 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,254 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,257 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 16:23:16,259 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 16:23:16,261 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,264 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-04 16:23:16,266 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,268 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,270 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,272 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,274 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,277 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,279 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,282 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,284 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,287 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,289 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,291 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,293 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,295 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,297 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,300 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,302 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,304 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,306 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,309 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:23:16,311 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,313 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,315 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,318 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,320 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,322 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,325 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,327 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,329 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-04 16:23:16,331 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,333 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,336 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,338 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,340 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,343 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,345 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,347 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,350 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,352 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,355 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,358 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:23:16,359 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:23:16,362 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:23:16,364 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:23:16,366 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,368 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,371 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,373 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,375 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,377 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,380 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,382 - 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
|
||
2024-12-04 16:23:16,384 - 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 2024-11-29
|
||
2024-12-04 16:23:16,387 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,389 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,390 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,392 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-04 16:23:16,394 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,397 - 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 2024-11-22
|
||
2024-12-04 16:23:16,399 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,402 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,404 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,407 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,409 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,411 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,413 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,415 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,418 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,420 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,423 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,425 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,426 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,428 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,431 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,433 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,436 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,439 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,441 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,443 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,445 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,448 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,450 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,452 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,455 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,457 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-04 16:23:16,458 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,460 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,463 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,465 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,467 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-04 16:23:16,470 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,472 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,474 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,476 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,478 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 16:23:16,481 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-04 16:23:16,483 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,486 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,488 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,490 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,492 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,494 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,496 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,498 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,501 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,504 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,506 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,508 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,509 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-04 16:23:16,511 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-04 16:23:16,514 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,516 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,518 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,520 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,522 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,524 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,526 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-04 16:23:16,529 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,531 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-04 16:23:16,533 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,535 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,538 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,540 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,542 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,544 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,546 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,548 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,549 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,552 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,554 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,557 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,559 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,561 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,564 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-04 16:23:16,565 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,568 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,571 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,573 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,576 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,577 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-04 16:23:16,579 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,581 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,583 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,586 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,588 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,590 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,592 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,594 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,596 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,599 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,601 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,603 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,606 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,608 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,610 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,611 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,613 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,615 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,618 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,620 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,622 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,624 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,626 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,628 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,631 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 16:23:16,633 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,635 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,638 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,639 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 16:23:16,641 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,643 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,645 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,647 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,649 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,651 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,654 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,656 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,658 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,660 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,662 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,664 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,666 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,668 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,671 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,673 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,675 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,676 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,678 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,680 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,682 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,684 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,686 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,689 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,691 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,693 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,695 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,696 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,698 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:23:16,701 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,704 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,706 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,708 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,710 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,711 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,713 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-04 16:23:16,715 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-04 16:23:16,717 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-04 16:23:16,720 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-04 16:23:16,722 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,724 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,726 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-04 16:23:16,731 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-04 16:23:16,734 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-04 16:23:16,745 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-04 16:23:16,746 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-04 16:23:17,254 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-04 16:23:17,264 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-04 16:23:17,274 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-04 16:23:24,927 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-04 16:23:24,943 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-04 16:23:24,945 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 16:23:27,897 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 16:23:27,897 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 16:23:27,898 - my_logger - INFO - 训练数据绘图ing
|
||
2024-12-04 16:23:36,221 - my_logger - INFO - 训练数据绘图end
|
||
2024-12-04 16:23:36,221 - my_logger - INFO - 制作报告ing
|
||
2024-12-04 16:23:36,903 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-12-04 16:23:38,954 - my_logger - INFO - 价格类指标的相关性总和为：45.41443715580057
|
||
2024-12-04 16:23:38,956 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-12-04 16:23:41,213 - my_logger - INFO - 供应类指标的相关性总和为：11.049149501057274
|
||
2024-12-04 16:23:41,215 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-12-04 16:23:43,195 - my_logger - INFO - 其他类指标的相关性总和为：6.724299560250388
|
||
2024-12-04 16:23:43,197 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-12-04 16:23:45,627 - my_logger - INFO - 库存类指标的相关性总和为：8.117618586591254
|
||
2024-12-04 16:23:45,628 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图
|
||
2024-12-04 16:23:47,728 - my_logger - INFO - 期货市场类指标的相关性总和为：34.03919590250935
|
||
2024-12-04 16:23:47,729 - my_logger - INFO - 开始绘制运输类指标的相关性直方图
|
||
2024-12-04 16:23:48,084 - my_logger - INFO - 运输类指标的相关性总和为：1.0587991573166415
|
||
2024-12-04 16:23:48,085 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-12-04 16:23:50,109 - my_logger - INFO - 进出口类指标的相关性总和为：5.505001563872398
|
||
2024-12-04 16:23:50,110 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-12-04 16:23:52,575 - my_logger - INFO - 需求类指标的相关性总和为：6.506206598973396
|
||
2024-12-04 16:23:52,577 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-12-04 16:23:52,932 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-12-04 16:23:56,799 - my_logger - INFO - 制作报告end
|
||
2024-12-04 16:23:56,799 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 16:35:53,132 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-04 16:35:53,133 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-04 16:36:38,449 - 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
|
||
2024-12-04 16:36:38,451 - 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
|
||
2024-12-04 16:36:38,454 - 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
|
||
2024-12-04 16:36:38,456 - 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
|
||
2024-12-04 16:36:38,459 - 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
|
||
2024-12-04 16:36:38,461 - 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
|
||
2024-12-04 16:36:38,463 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,465 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-04 16:36:38,468 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-04 16:36:38,470 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,473 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,475 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,477 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 16:36:38,479 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 16:36:38,481 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 16:36:38,483 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-04 16:36:38,486 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 16:36:38,488 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 16:36:38,490 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,493 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,495 - 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 2024-11-29
|
||
2024-12-04 16:36:38,498 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 16:36:38,501 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,503 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 16:36:38,506 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,508 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,510 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,512 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,515 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,517 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,520 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,522 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-04 16:36:38,524 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-04 16:36:38,527 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,530 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,532 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,534 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,537 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,538 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,541 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,543 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,546 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,548 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,551 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,554 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,556 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,559 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,561 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,563 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,566 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,568 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,571 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,573 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,575 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,577 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,580 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,582 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,584 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,587 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,589 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,591 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,594 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,596 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,599 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,601 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,603 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,606 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,607 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,610 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,612 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,615 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-04 16:36:38,618 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,620 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,622 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,624 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,627 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,629 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,632 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,634 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,636 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,637 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,640 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-04 16:36:38,642 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-04 16:36:38,645 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-04 16:36:38,647 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-04 16:36:38,650 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,652 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,654 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,656 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,658 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,661 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 16:36:38,663 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-04 16:36:38,665 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,667 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 16:36:38,669 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 16:36:38,671 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 16:36:38,673 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,676 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,678 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-04 16:36:38,681 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,683 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,685 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,687 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,689 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,692 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,694 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,697 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,699 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,701 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,704 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,706 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,709 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,713 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,715 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,717 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,719 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,721 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,723 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,726 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,729 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,732 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,735 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,738 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,740 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,742 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,745 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,747 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,749 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,752 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,754 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,756 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,759 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,762 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 16:36:38,764 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 16:36:38,766 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 16:36:38,768 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,770 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-04 16:36:38,773 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,776 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,778 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,781 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,784 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,786 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,789 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,791 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,794 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,797 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-04 16:36:38,800 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-04 16:36:38,803 - 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 2024-12-03
|
||
2024-12-04 16:36:38,805 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,808 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,810 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,813 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,815 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,817 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,819 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,821 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,823 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,825 - 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 2024-11-22
|
||
2024-12-04 16:36:38,828 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,830 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,833 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,835 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,837 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,839 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,841 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-04 16:36:38,843 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-04 16:36:38,846 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-04 16:36:38,848 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,850 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,852 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,854 - 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
|
||
2024-12-04 16:36:38,856 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,859 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-04 16:36:38,862 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-04 16:36:38,864 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 16:36:38,866 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-04 16:36:38,868 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-04 16:36:38,870 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-04 16:36:38,872 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-04 16:36:38,874 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-04 16:36:38,876 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,879 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,881 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,883 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,885 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,887 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,889 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,891 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,893 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,896 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,898 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,900 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,902 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,904 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,906 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,908 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 16:36:38,912 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,914 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,916 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,918 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,920 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,922 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,924 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-04 16:36:38,927 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-04 16:36:38,930 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,933 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,935 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,936 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,938 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,941 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,944 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,945 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,948 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,951 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,952 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,954 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,957 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,959 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,962 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,964 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,966 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,968 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,970 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,972 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,974 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,976 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,980 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-04 16:36:38,982 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,984 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,986 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,988 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-04 16:36:38,990 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,992 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-04 16:36:38,995 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,997 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:38,999 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,001 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,003 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,005 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,009 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,012 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,015 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,017 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,019 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,022 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,024 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,026 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,028 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,030 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,032 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,034 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,038 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,041 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-04 16:36:39,043 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,046 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,048 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,049 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,051 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,054 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,056 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,058 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:36:39,061 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:36:39,063 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:36:39,065 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-04 16:36:39,068 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,070 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:36:39,072 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-04 16:36:39,074 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:36:39,077 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,079 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-04 16:36:39,081 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,084 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,086 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,087 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,089 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,091 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,094 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,096 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,098 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,101 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-04 16:36:39,104 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,106 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-04 16:36:39,110 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,112 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,114 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,117 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,118 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,121 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,124 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,126 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 16:36:39,128 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 16:36:39,130 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,132 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-04 16:36:39,134 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,136 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,139 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,141 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,143 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,146 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,148 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,149 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,151 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,153 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,155 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,157 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,160 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,163 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,165 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,167 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,169 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,171 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,173 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,175 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:36:39,178 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,180 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,182 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,184 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,186 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,188 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,189 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,192 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,195 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-04 16:36:39,197 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,199 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,201 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,203 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,205 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,207 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,210 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,212 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,214 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,216 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,218 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,220 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:36:39,222 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:36:39,224 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:36:39,226 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:36:39,230 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,232 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,234 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,236 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,238 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,240 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,242 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,245 - 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
|
||
2024-12-04 16:36:39,247 - 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 2024-11-29
|
||
2024-12-04 16:36:39,248 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,250 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,252 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,254 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-04 16:36:39,256 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,257 - 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 2024-11-22
|
||
2024-12-04 16:36:39,261 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,263 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,265 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,267 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,268 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,271 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,273 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,275 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,277 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,280 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,282 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,284 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,286 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,288 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,289 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,291 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,293 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,298 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,315 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,318 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,321 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,324 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,328 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,331 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,335 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,337 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-04 16:36:39,341 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,344 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,347 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,349 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,352 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-04 16:36:39,354 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,356 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,357 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,360 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,362 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 16:36:39,365 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-04 16:36:39,366 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,369 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,371 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,373 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,375 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,378 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,380 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,382 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,384 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,386 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,387 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,389 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,391 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-04 16:36:39,393 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-04 16:36:39,396 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,398 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,400 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,402 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,404 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,406 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,408 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-04 16:36:39,410 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,413 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-04 16:36:39,415 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,416 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,418 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,420 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,422 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,424 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,427 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,429 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,431 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,433 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,434 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,437 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,439 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,442 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,444 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-04 16:36:39,446 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,448 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,450 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,452 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,454 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,456 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-04 16:36:39,458 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,461 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,463 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,465 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,468 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,470 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,472 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,475 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,476 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,479 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,481 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,482 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,484 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,486 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,488 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,490 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,493 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,495 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,498 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,500 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,502 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,504 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,506 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,509 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,512 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 16:36:39,514 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,516 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,518 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,520 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 16:36:39,522 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,524 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,527 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,529 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,531 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,533 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,536 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,538 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,541 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,544 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,546 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,548 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,550 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,552 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,554 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,556 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,558 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,561 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,563 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,565 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,567 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,569 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,571 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,573 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,575 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,578 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,580 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,583 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,585 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:36:39,587 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,589 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,591 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,594 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,596 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,598 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,601 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-04 16:36:39,603 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-04 16:36:39,605 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-04 16:36:39,606 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-04 16:36:39,610 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,612 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,614 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-04 16:36:39,619 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-04 16:36:39,622 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-04 16:36:39,633 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-04 16:36:39,634 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-04 16:36:40,147 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-04 16:36:40,157 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-04 16:36:40,166 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-04 16:36:47,968 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-04 16:36:47,985 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-04 16:36:47,988 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 16:36:50,944 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 16:36:50,976 - my_logger - INFO - Training set head:
|
||
2024-12-04 16:36:50,977 - 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
|
||
9101 2000-01-04 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9100 2000-01-05 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9099 2000-01-06 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9098 2000-01-07 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9095 2000-01-10 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 16:36:51,252 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-12-04 16:36:51,253 - 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
|
||
8175 2002-07-18 34461.0 732.4702 45.4286 ... 0.0 0.0 0.0 1
|
||
8174 2002-07-19 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8171 2002-07-22 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8170 2002-07-23 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8169 2002-07-24 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 16:53:14,043 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 16:53:14,045 - my_logger - INFO - 训练数据绘图ing
|
||
2024-12-04 16:53:21,764 - my_logger - INFO - 训练数据绘图end
|
||
2024-12-04 16:53:21,764 - my_logger - INFO - 制作报告ing
|
||
2024-12-04 16:53:22,431 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-12-04 16:53:24,574 - my_logger - INFO - 价格类指标的相关性总和为：45.41443715580057
|
||
2024-12-04 16:53:24,576 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-12-04 16:53:26,506 - my_logger - INFO - 供应类指标的相关性总和为：11.049149501057274
|
||
2024-12-04 16:53:26,507 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-12-04 16:53:28,839 - my_logger - INFO - 其他类指标的相关性总和为：6.724299560250388
|
||
2024-12-04 16:53:28,840 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-12-04 16:53:30,906 - my_logger - INFO - 库存类指标的相关性总和为：8.117618586591254
|
||
2024-12-04 16:53:30,907 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图
|
||
2024-12-04 16:53:33,008 - my_logger - INFO - 期货市场类指标的相关性总和为：34.03919590250935
|
||
2024-12-04 16:53:33,011 - my_logger - INFO - 开始绘制运输类指标的相关性直方图
|
||
2024-12-04 16:53:33,768 - my_logger - INFO - 运输类指标的相关性总和为：1.0587991573166415
|
||
2024-12-04 16:53:33,769 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-12-04 16:53:35,745 - my_logger - INFO - 进出口类指标的相关性总和为：5.505001563872398
|
||
2024-12-04 16:53:35,747 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-12-04 16:53:37,776 - my_logger - INFO - 需求类指标的相关性总和为：6.506206598973396
|
||
2024-12-04 16:53:37,777 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-12-04 16:53:38,120 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-12-04 16:53:41,980 - my_logger - INFO - 制作报告end
|
||
2024-12-04 16:53:41,981 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 16:56:04,284 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-04 16:56:04,285 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-04 16:56:49,774 - 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
|
||
2024-12-04 16:56:49,777 - 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
|
||
2024-12-04 16:56:49,779 - 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
|
||
2024-12-04 16:56:49,781 - 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
|
||
2024-12-04 16:56:49,783 - 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
|
||
2024-12-04 16:56:49,786 - 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
|
||
2024-12-04 16:56:49,789 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-04 16:56:49,792 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-04 16:56:49,796 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-04 16:56:49,798 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 16:56:49,801 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:56:49,803 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:56:49,807 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 16:56:49,811 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 16:56:49,813 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 16:56:49,815 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-04 16:56:49,818 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 16:56:49,820 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 16:56:49,824 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-04 16:56:49,826 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-04 16:56:49,830 - 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 2024-11-29
|
||
2024-12-04 16:56:49,832 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 16:56:49,834 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 16:56:49,837 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 16:56:49,840 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:56:49,843 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:56:49,845 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:56:49,847 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:56:49,850 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:56:49,852 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:56:49,856 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:56:49,860 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-04 16:56:49,863 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-04 16:56:49,865 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,867 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,869 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,872 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,874 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,877 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,879 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,881 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,883 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,885 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,888 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,891 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 16:56:49,894 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,896 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,899 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,900 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,902 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,904 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,908 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,910 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,913 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,915 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,918 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 16:56:49,920 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-04 16:56:49,923 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-04 16:56:49,925 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 16:56:49,928 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,930 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,932 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,935 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,937 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,939 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,941 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,944 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,947 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,949 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,951 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,953 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-04 16:56:49,956 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,959 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,962 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 16:56:49,965 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,967 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,969 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,972 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,974 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,977 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,979 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,981 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-04 16:56:49,983 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-04 16:56:49,985 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-04 16:56:49,988 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-04 16:56:49,991 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,993 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,996 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-04 16:56:49,998 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,001 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,003 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,005 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-04 16:56:50,009 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,011 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,013 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 16:56:50,015 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 16:56:50,017 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,020 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,023 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,025 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,028 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,030 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,033 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,035 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,038 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,041 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,044 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,046 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,048 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,050 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,052 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,054 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,057 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,059 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,061 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,064 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,066 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,068 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,070 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,072 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,074 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,076 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,078 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,080 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,082 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,085 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,088 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,091 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,094 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,097 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,099 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,102 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,104 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,107 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,110 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,111 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,114 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,116 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,119 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,122 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,124 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,127 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,129 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,131 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,134 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,136 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,138 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-04 16:56:50,141 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-04 16:56:50,144 - 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 2024-12-03
|
||
2024-12-04 16:56:50,146 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,149 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,151 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,155 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,157 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,159 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,162 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,163 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,166 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,168 - 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 2024-11-22
|
||
2024-12-04 16:56:50,170 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,173 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,175 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,177 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,179 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,182 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,184 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-04 16:56:50,186 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-04 16:56:50,188 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-04 16:56:50,191 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,193 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,195 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,197 - 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
|
||
2024-12-04 16:56:50,199 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,201 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-04 16:56:50,203 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,205 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,208 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-04 16:56:50,210 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,213 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,215 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,217 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,219 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,222 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,224 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,227 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,230 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,231 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,233 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,235 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,237 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,240 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,242 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,245 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,247 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,249 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,250 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,253 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,255 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,258 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,261 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,263 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,265 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,267 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,269 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,271 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,275 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,277 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,280 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,281 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,286 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,288 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,291 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,293 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,295 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,297 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,300 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,302 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,307 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,310 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,312 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,315 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,317 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,320 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,322 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,325 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,327 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,329 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,331 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,333 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,336 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,338 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,342 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,344 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,346 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,349 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,351 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,354 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,357 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,359 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,362 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,364 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,367 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,369 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,372 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,374 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,377 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,379 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,381 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,384 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,386 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,388 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,390 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,393 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,395 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,397 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,399 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,402 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,423 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,426 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,429 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,433 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,437 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,443 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,446 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,449 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,452 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,455 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,457 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-04 16:56:50,460 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,462 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,465 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-04 16:56:50,468 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,471 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,474 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,476 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,478 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,480 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,483 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,487 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,492 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,495 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-04 16:56:50,497 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,499 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-04 16:56:50,502 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,504 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,508 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,510 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,512 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,516 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,518 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,520 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,523 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,525 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,527 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,530 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,532 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,535 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,537 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,539 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,542 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,544 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,546 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,548 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,550 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,551 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,555 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,558 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,560 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,563 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,565 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,567 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,569 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,572 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,574 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 16:56:50,577 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,578 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,581 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,583 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,586 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,590 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,593 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,595 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,598 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,601 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,603 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,606 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,609 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,612 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,615 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,618 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,620 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,624 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,626 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,629 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,631 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:56:50,634 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:56:50,636 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:56:50,639 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 16:56:50,642 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,645 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,647 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-04 16:56:50,649 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,651 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,653 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,655 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,658 - 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
|
||
2024-12-04 16:56:50,660 - 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 2024-11-29
|
||
2024-12-04 16:56:50,663 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,665 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,668 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,670 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-04 16:56:50,673 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,676 - 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 2024-11-22
|
||
2024-12-04 16:56:50,679 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,681 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,683 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,686 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,688 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,690 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,692 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,695 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,697 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,700 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,702 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,704 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,707 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,710 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,713 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,715 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,718 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,720 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,722 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,724 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,727 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,729 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,731 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,734 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,736 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,738 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-04 16:56:50,741 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,743 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,746 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,748 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,750 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-04 16:56:50,752 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,754 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,757 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,759 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,762 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 16:56:50,764 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-04 16:56:50,766 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,768 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,771 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,774 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,776 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,779 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,781 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,783 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,785 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,788 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,791 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,793 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,796 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,798 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-04 16:56:50,800 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,802 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,804 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,807 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,809 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,811 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-04 16:56:50,814 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-04 16:56:50,816 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,818 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-04 16:56:50,821 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,823 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,825 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,828 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,830 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,832 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,834 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,837 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,839 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,841 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,844 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,846 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,848 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,851 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,853 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-04 16:56:50,855 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,858 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,859 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,863 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,865 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,867 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-04 16:56:50,870 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,871 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,874 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,876 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,878 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,880 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,883 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,885 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,887 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,890 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,892 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,894 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,896 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,899 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,901 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,904 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,906 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,908 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,910 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,913 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,915 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,917 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,919 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,921 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,924 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 16:56:50,926 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,928 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,930 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,932 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 16:56:50,934 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,936 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,939 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,942 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,945 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,947 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,949 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,951 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,953 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,955 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,957 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,959 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,961 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,963 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,965 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,967 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,969 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,971 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,973 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,976 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,978 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,981 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,982 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,985 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,986 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,989 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,992 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,994 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,996 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 16:56:50,998 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-04 16:56:51,000 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-04 16:56:51,002 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-04 16:56:51,004 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-04 16:56:51,007 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-04 16:56:51,009 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-04 16:56:51,012 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-04 16:56:51,014 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-04 16:56:51,016 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-04 16:56:51,018 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-04 16:56:51,020 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-04 16:56:51,022 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-04 16:56:51,025 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-04 16:56:51,030 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-04 16:56:51,032 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-04 16:56:51,044 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-04 16:56:51,044 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-04 16:56:51,551 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-04 16:56:51,561 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-04 16:56:51,571 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-04 16:56:59,235 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-04 16:56:59,249 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-04 16:56:59,252 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 16:57:02,302 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 16:57:02,334 - my_logger - INFO - Training set head:
|
||
2024-12-04 16:57:02,335 - 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
|
||
9101 2000-01-04 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9100 2000-01-05 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9099 2000-01-06 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9098 2000-01-07 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9095 2000-01-10 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 16:57:02,610 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-12-04 16:57:02,610 - 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
|
||
8175 2002-07-18 34461.0 732.4702 45.4286 ... 0.0 0.0 0.0 1
|
||
8174 2002-07-19 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8171 2002-07-22 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8170 2002-07-23 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8169 2002-07-24 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 17:12:46,791 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 17:12:46,795 - my_logger - INFO - 训练数据绘图ing
|
||
2024-12-04 17:12:52,284 - my_logger - INFO - 训练数据绘图end
|
||
2024-12-04 17:12:52,285 - my_logger - INFO - 制作报告ing
|
||
2024-12-04 17:12:53,021 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-12-04 17:12:57,232 - my_logger - INFO - 价格类指标的相关性总和为：45.41443715580057
|
||
2024-12-04 17:12:57,234 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-12-04 17:12:59,467 - my_logger - INFO - 供应类指标的相关性总和为：11.049149501057274
|
||
2024-12-04 17:12:59,468 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-12-04 17:13:02,255 - my_logger - INFO - 其他类指标的相关性总和为：6.724299560250388
|
||
2024-12-04 17:13:02,256 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-12-04 17:13:04,313 - my_logger - INFO - 库存类指标的相关性总和为：8.117618586591254
|
||
2024-12-04 17:13:04,314 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图
|
||
2024-12-04 17:13:06,525 - my_logger - INFO - 期货市场类指标的相关性总和为：34.03919590250935
|
||
2024-12-04 17:13:06,526 - my_logger - INFO - 开始绘制运输类指标的相关性直方图
|
||
2024-12-04 17:13:06,921 - my_logger - INFO - 运输类指标的相关性总和为：1.0587991573166415
|
||
2024-12-04 17:13:06,923 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-12-04 17:13:09,337 - my_logger - INFO - 进出口类指标的相关性总和为：5.505001563872398
|
||
2024-12-04 17:13:09,339 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-12-04 17:13:11,482 - my_logger - INFO - 需求类指标的相关性总和为：6.506206598973396
|
||
2024-12-04 17:13:11,483 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-12-04 17:13:11,950 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-12-04 17:13:16,033 - my_logger - INFO - 制作报告end
|
||
2024-12-04 17:13:16,034 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 17:18:58,333 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-04 17:18:58,334 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-04 17:19:45,574 - 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
|
||
2024-12-04 17:19:45,577 - 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
|
||
2024-12-04 17:19:45,580 - 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
|
||
2024-12-04 17:19:45,583 - 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
|
||
2024-12-04 17:19:45,586 - 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
|
||
2024-12-04 17:19:45,588 - 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
|
||
2024-12-04 17:19:45,591 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,595 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-04 17:19:45,597 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-04 17:19:45,599 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,601 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,604 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,607 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 17:19:45,610 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 17:19:45,613 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 17:19:45,616 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-04 17:19:45,618 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 17:19:45,621 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 17:19:45,624 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,626 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,629 - 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 2024-11-29
|
||
2024-12-04 17:19:45,631 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 17:19:45,634 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,638 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 17:19:45,641 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,645 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,648 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,651 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,655 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,658 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,660 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,663 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-04 17:19:45,666 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-04 17:19:45,668 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,671 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,674 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,676 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,678 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,681 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,683 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,687 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,690 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,692 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,694 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,698 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,700 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,703 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,706 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,708 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,710 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,713 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,715 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,719 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,721 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,724 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,726 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,728 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,731 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,734 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,736 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,739 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,742 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,744 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,746 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,749 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,752 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,755 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,757 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,760 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,762 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,764 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-04 17:19:45,767 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,770 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,772 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,775 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,777 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,779 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,781 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,784 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,787 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,789 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,792 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-04 17:19:45,794 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-04 17:19:45,796 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-04 17:19:45,798 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-04 17:19:45,801 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,803 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,806 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,807 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,809 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,812 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 17:19:45,815 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-04 17:19:45,817 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,820 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 17:19:45,821 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 17:19:45,823 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 17:19:45,826 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,828 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,831 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-04 17:19:45,833 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,835 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,838 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,840 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,843 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,846 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,847 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,849 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,852 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,854 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,857 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,859 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,862 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,864 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,866 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,868 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,871 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,874 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,876 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,878 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,879 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,882 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,884 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,887 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,890 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,892 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,894 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,897 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,898 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,901 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,903 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,906 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,908 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-04 17:19:45,910 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 17:19:45,913 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 17:19:45,914 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 17:19:45,917 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,922 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-04 17:19:45,924 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,928 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,931 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,934 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,936 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,938 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,941 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,943 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,944 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,946 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-04 17:19:45,948 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-04 17:19:45,950 - 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 2024-12-03
|
||
2024-12-04 17:19:45,953 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,955 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,957 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,960 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:45,961 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,964 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,966 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,968 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,970 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,972 - 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 2024-11-22
|
||
2024-12-04 17:19:45,974 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,976 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,979 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,981 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,983 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,986 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,988 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-04 17:19:45,991 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-04 17:19:45,992 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-04 17:19:45,994 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,996 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-04 17:19:45,999 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,001 - 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
|
||
2024-12-04 17:19:46,003 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,005 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-04 17:19:46,007 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,009 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,012 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-04 17:19:46,014 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,016 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,018 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,020 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,023 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,025 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,027 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,030 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,032 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,034 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,036 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,039 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,041 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,043 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,046 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,048 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,049 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,053 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,055 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,058 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,061 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,063 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,066 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,068 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,070 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,073 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,075 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,078 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,080 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,082 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,084 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,086 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,089 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,091 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,094 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,096 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,099 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,101 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,104 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,106 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,109 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,111 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,113 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,115 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,117 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,120 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,122 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,125 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,127 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,129 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,131 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,133 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,136 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,139 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,141 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,143 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,145 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,147 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,150 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,153 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,155 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,157 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,159 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,161 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,163 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,165 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,168 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,172 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,174 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,176 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,178 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,180 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,182 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,185 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,188 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,189 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,191 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,193 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,196 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,198 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,199 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,203 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,205 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,208 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,210 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,213 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,215 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,217 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,220 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,222 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,224 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-04 17:19:46,226 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,228 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,230 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-04 17:19:46,233 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,236 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,238 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,240 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,243 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,245 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,247 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,249 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,251 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,254 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-04 17:19:46,256 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,258 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-04 17:19:46,260 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,263 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,264 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,266 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,269 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,272 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,275 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,277 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,279 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,281 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,284 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,286 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,288 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,291 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,293 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,295 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,297 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,299 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,301 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,304 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,306 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,308 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,310 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,312 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,314 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,315 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,318 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,321 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,323 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,325 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,327 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 17:19:46,330 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,332 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,333 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,336 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,339 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,340 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,342 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,344 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,346 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,348 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,350 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,353 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,356 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,358 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,359 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,362 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,364 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,367 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,370 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,371 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,373 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 17:19:46,375 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 17:19:46,377 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 17:19:46,379 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 17:19:46,381 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,384 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,386 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,388 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,390 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,393 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,394 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,397 - 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
|
||
2024-12-04 17:19:46,399 - 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 2024-11-29
|
||
2024-12-04 17:19:46,401 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,403 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,405 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,407 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-04 17:19:46,409 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,411 - 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 2024-11-22
|
||
2024-12-04 17:19:46,413 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,415 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,418 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,420 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,422 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,424 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,426 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,428 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,430 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,432 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,434 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,437 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,438 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,440 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,442 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,444 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,446 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,448 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,451 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,453 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,456 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,458 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,459 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,462 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,463 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,465 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-04 17:19:46,467 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,470 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,472 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,474 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,476 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-04 17:19:46,478 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,480 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,482 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,484 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,486 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 17:19:46,488 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-04 17:19:46,491 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,493 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,495 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,496 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,499 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,501 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,503 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,506 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,508 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,510 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,511 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,513 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,515 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,517 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-04 17:19:46,519 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,522 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,524 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,526 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,528 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,529 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,532 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-04 17:19:46,534 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,536 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-04 17:19:46,538 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,540 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,542 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,543 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,545 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,547 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,549 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,551 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,554 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,556 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,558 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,560 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,562 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,564 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,566 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-04 17:19:46,568 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,571 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,573 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,576 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,578 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,579 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-04 17:19:46,581 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,583 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,587 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,590 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,592 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,594 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,596 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,598 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,600 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,603 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,605 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,607 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,609 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,610 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,612 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,614 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,616 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,618 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,621 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,623 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,624 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,626 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,628 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,630 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,632 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 17:19:46,634 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,637 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,639 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,641 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 17:19:46,643 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,644 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,646 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,649 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,651 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,653 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,656 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,657 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,659 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,661 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,663 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,665 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,668 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,670 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,673 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,675 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,676 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,678 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,681 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,683 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,686 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,688 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,690 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,692 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,693 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,695 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,697 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,700 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,702 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:19:46,705 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,707 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,709 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,711 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,713 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,714 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,716 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-04 17:19:46,718 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-04 17:19:46,721 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-04 17:19:46,723 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-04 17:19:46,725 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,727 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,729 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-04 17:19:46,734 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-04 17:19:46,737 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-04 17:19:46,748 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-04 17:19:46,748 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-04 17:19:47,278 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-04 17:19:47,288 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-04 17:19:47,297 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-04 17:19:55,209 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-04 17:19:55,226 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-04 17:19:55,228 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 17:19:58,309 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 17:19:58,310 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 17:19:58,310 - my_logger - INFO - 训练数据绘图ing
|
||
2024-12-04 17:20:03,772 - my_logger - INFO - 训练数据绘图end
|
||
2024-12-04 17:20:03,773 - my_logger - INFO - 制作报告ing
|
||
2024-12-04 17:20:04,482 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-12-04 17:20:06,610 - my_logger - INFO - 价格类指标的相关性总和为：45.41443715580057
|
||
2024-12-04 17:20:06,613 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-12-04 17:20:09,019 - my_logger - INFO - 供应类指标的相关性总和为：11.049149501057274
|
||
2024-12-04 17:20:09,020 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-12-04 17:20:11,056 - my_logger - INFO - 其他类指标的相关性总和为：6.724299560250388
|
||
2024-12-04 17:20:11,057 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-12-04 17:20:13,210 - my_logger - INFO - 库存类指标的相关性总和为：8.117618586591254
|
||
2024-12-04 17:20:13,211 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图
|
||
2024-12-04 17:20:15,762 - my_logger - INFO - 期货市场类指标的相关性总和为：34.03919590250935
|
||
2024-12-04 17:20:15,764 - my_logger - INFO - 开始绘制运输类指标的相关性直方图
|
||
2024-12-04 17:20:16,120 - my_logger - INFO - 运输类指标的相关性总和为：1.0587991573166415
|
||
2024-12-04 17:20:16,121 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-12-04 17:20:18,245 - my_logger - INFO - 进出口类指标的相关性总和为：5.505001563872398
|
||
2024-12-04 17:20:18,246 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-12-04 17:20:20,771 - my_logger - INFO - 需求类指标的相关性总和为：6.506206598973396
|
||
2024-12-04 17:20:20,773 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-12-04 17:20:21,125 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-12-04 17:20:25,058 - my_logger - INFO - 制作报告end
|
||
2024-12-04 17:20:25,058 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 17:34:10,665 - my_logger - INFO - 从eta获取数据...
|
||
2024-12-04 17:34:56,719 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和
|
||
2024-12-04 17:34:56,720 - my_logger - INFO - 跳过指标 PP2409前20多单量
|
||
2024-12-04 17:34:56,720 - my_logger - INFO - 跳过指标 PP2409前20空单量
|
||
2024-12-04 17:35:20,364 - 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']
|
||
2024-12-04 17:35:20,365 - my_logger - INFO - lmcads03 lme comdty
|
||
2024-12-04 17:35:20,795 - my_logger - INFO - GC1 COMB Comdty
|
||
2024-12-04 17:35:21,509 - my_logger - INFO - C2404171822
|
||
2024-12-04 17:35:22,274 - my_logger - INFO - dxy curncy
|
||
2024-12-04 17:35:22,980 - my_logger - INFO - S5443199
|
||
2024-12-04 17:35:23,349 - my_logger - INFO - S5479800
|
||
2024-12-04 17:35:23,707 - my_logger - INFO - S5443108
|
||
2024-12-04 17:35:24,076 - my_logger - INFO - H7358586
|
||
2024-12-04 17:35:24,278 - my_logger - INFO - LC3FM1 INDEX
|
||
2024-12-04 17:35:24,586 - my_logger - INFO - CNY REGN Curncy
|
||
2024-12-04 17:35:25,409 - my_logger - INFO - s0105897
|
||
2024-12-04 17:35:25,925 - my_logger - INFO - M0067419
|
||
2024-12-04 17:35:26,349 - my_logger - INFO - M0066351
|
||
2024-12-04 17:35:26,800 - my_logger - INFO - S0266372
|
||
2024-12-04 17:35:27,126 - my_logger - INFO - S0266438
|
||
2024-12-04 17:35:27,452 - my_logger - INFO - S0266506
|
||
2024-12-04 17:35:27,821 - 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） ... PE期货收盘价 PP连续-1月 PP连续-5月 PP连续-9月
|
||
13252 2024-12-04 NaN NaN NaN ... 8439.0 7508.0 7512.0 7514.0
|
||
13251 2024-12-03 -250.9884 NaN NaN ... 8418.0 7540.0 7546.0 7534.0
|
||
13250 2024-12-02 -235.9884 NaN NaN ... 8522.0 7555.0 7565.0 7551.0
|
||
13249 2024-12-01 NaN NaN NaN ... NaN NaN NaN NaN
|
||
13248 2024-11-30 NaN NaN NaN ... NaN NaN NaN NaN
|
||
|
||
[5 rows x 358 columns]
|
||
2024-12-04 17:36:25,478 - my_logger - INFO - 删除两月不更新特征前数据量：(2530, 355)
|
||
2024-12-04 17:36:25,865 - my_logger - INFO - 删除两月不更新特征后数据量：(2530, 295)
|
||
2024-12-04 17:36:25,867 - my_logger - INFO - 删除预测列为空值的行后数据量：(783, 295)
|
||
2024-12-04 17:36:25,869 - my_logger - INFO - 删除全为空值的列后数据量：(783, 295)
|
||
2024-12-04 17:36:27,578 - my_logger - INFO - 日度(207) 周度(87)
|
||
0 PP主力收盘价拟合残差/丙烷 CP M1 PE注塑开工率/周
|
||
1 煤制聚丙烯利润 PP：看跌比例：中国（周）
|
||
2 PP粉料（山东）/拼接 PP：看平比例：中国（周）
|
||
3 BOPP：成本：中国（日） PP：看升比例：中国（周）
|
||
4 PP无纺布生产成本（日） PP看空情绪指数环差
|
||
.. ... ...
|
||
202 PE期货收盘价
|
||
203 PP连续-1月
|
||
204 PP连续-5月
|
||
205 PP连续-9月
|
||
206 y
|
||
|
||
[207 rows x 2 columns]
|
||
2024-12-04 17:36:27,589 - my_logger - INFO - 特征信息：总共有292个,日度(207),周度(87), 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：
|
||
|
||
2024-12-04 17:36:27,590 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 17:36:28,241 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 17:36:28,250 - my_logger - INFO - Training set head:
|
||
2024-12-04 17:36:28,251 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 煤制聚丙烯利润 PP粉料（山东）/拼接 ... is_quarter_end is_year_start is_year_end unique_id
|
||
12110 2021-10-19 -165.5689 -5763.0 9600.0 ... 0.0 0.0 0.0 1
|
||
12111 2021-10-20 -165.5689 -6063.0 9400.0 ... 0.0 0.0 0.0 1
|
||
12112 2021-10-21 -165.5689 -6135.0 9250.0 ... 0.0 0.0 0.0 1
|
||
12113 2021-10-22 -165.5689 -6313.0 9100.0 ... 0.0 0.0 0.0 1
|
||
12116 2021-10-25 -165.5689 -6463.0 8950.0 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 310 columns]
|
||
2024-12-04 17:36:28,466 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-12-04 17:36:28,468 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 煤制聚丙烯利润 PP粉料（山东）/拼接 ... is_quarter_end is_year_start is_year_end unique_id
|
||
12225 2022-02-11 23.7001 -906.8 8500.0 ... 0.0 0.0 0.0 1
|
||
12228 2022-02-14 10.1528 -896.8 8450.0 ... 0.0 0.0 0.0 1
|
||
12229 2022-02-15 87.2261 -214.0 8450.0 ... 0.0 0.0 0.0 1
|
||
12230 2022-02-16 25.7618 -294.0 8450.0 ... 0.0 0.0 0.0 1
|
||
12231 2022-02-17 -121.2076 -444.0 8430.0 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 310 columns]
|
||
2024-12-04 17:43:15,124 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 17:43:15,129 - my_logger - INFO - 训练数据绘图ing
|
||
2024-12-04 17:43:17,814 - my_logger - INFO - 训练数据绘图end
|
||
2024-12-04 17:43:17,815 - my_logger - INFO - 制作报告ing
|
||
2024-12-04 17:43:17,965 - my_logger - INFO - 开始绘制价差类指标的相关性直方图
|
||
2024-12-04 17:43:19,803 - my_logger - INFO - 价差类指标的相关性总和为：10.927962846838374
|
||
2024-12-04 17:43:19,804 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-12-04 17:43:21,594 - my_logger - INFO - 价格类指标的相关性总和为：85.2350236887921
|
||
2024-12-04 17:43:21,595 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-12-04 17:43:23,341 - my_logger - INFO - 供应类指标的相关性总和为：19.382539615216768
|
||
2024-12-04 17:43:23,342 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-12-04 17:43:38,563 - my_logger - INFO - 其他类指标的相关性总和为：12.06005719149268
|
||
2024-12-04 17:43:38,565 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-12-04 17:43:40,282 - my_logger - INFO - 库存类指标的相关性总和为：10.33460145875507
|
||
2024-12-04 17:43:40,283 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-12-04 17:43:41,525 - my_logger - INFO - 需求类指标的相关性总和为：5.7219950617640185
|
||
2024-12-04 17:43:41,526 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-12-04 17:43:41,870 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-12-04 17:43:44,667 - my_logger - INFO - 制作报告end
|
||
2024-12-04 17:43:44,668 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 17:56:06,738 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-04 17:56:06,739 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-04 17:56:52,485 - 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
|
||
2024-12-04 17:56:52,488 - 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
|
||
2024-12-04 17:56:52,490 - 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
|
||
2024-12-04 17:56:52,492 - 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
|
||
2024-12-04 17:56:52,494 - 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
|
||
2024-12-04 17:56:52,497 - 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
|
||
2024-12-04 17:56:52,499 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,502 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-04 17:56:52,505 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-04 17:56:52,507 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,509 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,511 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,514 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 17:56:52,516 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 17:56:52,517 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 17:56:52,519 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-04 17:56:52,521 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 17:56:52,523 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 17:56:52,524 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,528 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,530 - 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 2024-11-29
|
||
2024-12-04 17:56:52,533 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 17:56:52,534 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,537 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 17:56:52,539 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,541 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,543 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,545 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,547 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,549 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,551 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,552 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-04 17:56:52,554 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-04 17:56:52,556 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,559 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,561 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,564 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,566 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,568 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,570 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,571 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,574 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,577 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,579 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,581 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,582 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,584 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,586 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,589 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,591 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,593 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,596 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,598 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,600 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,602 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,604 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,605 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,608 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,610 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,612 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,615 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,617 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,619 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,621 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,623 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,624 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,627 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,629 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,631 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,633 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,635 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-04 17:56:52,637 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,639 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,641 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,644 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,646 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,648 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,650 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,652 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,654 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,656 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,658 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-04 17:56:52,660 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-04 17:56:52,662 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-04 17:56:52,664 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-04 17:56:52,667 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,669 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,671 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,673 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,675 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,677 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 17:56:52,679 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-04 17:56:52,681 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,683 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 17:56:52,685 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 17:56:52,688 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 17:56:52,690 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,691 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,694 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-04 17:56:52,696 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,698 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,700 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,702 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,704 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,705 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,708 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,710 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,712 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,714 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,716 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,718 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,720 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,722 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,725 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,727 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,729 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,731 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,733 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,735 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,736 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,738 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,740 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,743 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,746 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,748 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,750 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,751 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,753 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,756 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,758 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,765 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,771 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,774 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 17:56:52,778 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 17:56:52,781 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 17:56:52,785 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,787 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-04 17:56:52,791 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,795 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,798 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,802 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,804 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,808 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,811 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,815 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,819 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,821 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-04 17:56:52,823 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-04 17:56:52,826 - 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 2024-12-03
|
||
2024-12-04 17:56:52,828 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,830 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,832 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,834 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,836 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,838 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,840 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,843 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,845 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,847 - 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 2024-11-22
|
||
2024-12-04 17:56:52,849 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,851 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,853 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,855 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,857 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,859 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,861 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-04 17:56:52,863 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-04 17:56:52,865 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-04 17:56:52,867 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,869 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,871 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,873 - 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
|
||
2024-12-04 17:56:52,876 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,878 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-04 17:56:52,880 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-04 17:56:52,882 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 17:56:52,884 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-04 17:56:52,886 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-04 17:56:52,888 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-04 17:56:52,890 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-04 17:56:52,892 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-04 17:56:52,894 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,897 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,899 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,901 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,902 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,905 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,907 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,910 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,912 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,914 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,916 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,918 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,920 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,922 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,923 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,926 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 17:56:52,928 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-04 17:56:52,931 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,933 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,934 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,936 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,938 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,940 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-04 17:56:52,943 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-04 17:56:52,945 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,948 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,950 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,951 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,953 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,956 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,958 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,960 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,963 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,965 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,967 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,969 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,970 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,972 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,974 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,978 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,980 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,982 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,984 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,986 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,988 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,990 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,992 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-04 17:56:52,994 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,997 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 17:56:52,999 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,001 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,002 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,004 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-04 17:56:53,006 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,008 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,011 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,014 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,015 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,017 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,019 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,021 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,023 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,026 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,028 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,031 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,032 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,034 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,036 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,038 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,041 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,044 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,046 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,048 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-04 17:56:53,050 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,052 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,053 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,056 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,058 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,060 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,062 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,064 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 17:56:53,066 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 17:56:53,068 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 17:56:53,070 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-04 17:56:53,073 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,075 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 17:56:53,078 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-04 17:56:53,080 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 17:56:53,082 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,084 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-04 17:56:53,087 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,089 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,091 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,093 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,096 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,098 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,101 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,103 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,105 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,107 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-04 17:56:53,110 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,112 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-04 17:56:53,114 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,117 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,119 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,121 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,123 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,127 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,129 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,131 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 17:56:53,133 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 17:56:53,135 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,137 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-04 17:56:53,139 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,142 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,144 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,147 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,149 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,151 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,152 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,154 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,156 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,158 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,160 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,163 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,165 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,166 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,169 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,171 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,173 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,176 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,178 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,180 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 17:56:53,182 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,184 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,186 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,188 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,190 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,192 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,194 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,196 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,198 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-04 17:56:53,200 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,202 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,205 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,207 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,209 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,212 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,214 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,215 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,217 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,219 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,221 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,223 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 17:56:53,226 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 17:56:53,229 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 17:56:53,231 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 17:56:53,233 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,235 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,237 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,239 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,241 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,244 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,247 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,248 - 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
|
||
2024-12-04 17:56:53,250 - 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 2024-11-29
|
||
2024-12-04 17:56:53,252 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,254 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,256 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,258 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-04 17:56:53,261 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,263 - 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 2024-11-22
|
||
2024-12-04 17:56:53,265 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,267 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,269 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,271 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,273 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,276 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,278 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,281 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,283 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,285 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,287 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,290 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,293 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,296 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,298 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,301 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,303 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,306 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,309 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,312 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,314 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,316 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,319 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,322 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,324 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,327 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-04 17:56:53,329 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,332 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,334 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,336 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,339 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-04 17:56:53,341 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,344 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,346 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,348 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,350 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 17:56:53,353 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-04 17:56:53,355 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,358 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,360 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,362 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,365 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,367 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,369 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,372 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,374 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,376 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,379 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,381 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,383 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-04 17:56:53,385 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-04 17:56:53,387 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,389 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,391 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,394 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,395 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,398 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,400 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-04 17:56:53,402 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,404 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-04 17:56:53,407 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,409 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,412 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,414 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,415 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,417 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,419 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,421 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,423 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,425 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,428 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,430 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,432 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,434 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,436 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-04 17:56:53,439 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,441 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,444 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,446 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,449 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,451 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-04 17:56:53,452 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,454 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,456 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,458 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,461 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,463 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,465 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,467 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,469 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,471 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,474 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,476 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,479 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,481 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,483 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,484 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,486 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,489 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,491 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,495 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,497 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,499 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,501 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,503 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,506 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 17:56:53,508 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,512 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,514 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,516 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 17:56:53,518 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,520 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,521 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,523 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,527 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,529 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,531 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,533 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,536 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,538 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,540 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,543 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,545 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,547 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,549 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,551 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,553 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,555 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,558 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,560 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,563 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,565 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,566 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,568 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,571 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,573 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,576 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,579 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,582 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 17:56:53,584 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,586 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,588 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,591 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,594 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,596 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,598 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-04 17:56:53,601 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-04 17:56:53,603 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-04 17:56:53,605 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-04 17:56:53,608 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,611 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,614 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-04 17:56:53,620 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-04 17:56:53,623 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-04 17:56:53,633 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-04 17:56:53,635 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-04 17:56:54,147 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-04 17:56:54,156 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-04 17:56:54,166 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-04 17:57:01,986 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-04 17:57:02,003 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-04 17:57:02,006 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 17:57:05,266 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 17:57:05,300 - my_logger - INFO - Training set head:
|
||
2024-12-04 17:57:05,300 - 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
|
||
9101 2000-01-04 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9100 2000-01-05 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9099 2000-01-06 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9098 2000-01-07 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9095 2000-01-10 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 17:57:05,596 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-12-04 17:57:05,597 - 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
|
||
8175 2002-07-18 34461.0 732.4702 45.4286 ... 0.0 0.0 0.0 1
|
||
8174 2002-07-19 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8171 2002-07-22 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8170 2002-07-23 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8169 2002-07-24 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 18:12:05,793 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 18:12:05,800 - my_logger - INFO - 训练数据绘图ing
|
||
2024-12-04 21:02:44,645 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-04 21:02:44,648 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-04 21:03:59,825 - 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
|
||
2024-12-04 21:03:59,830 - 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
|
||
2024-12-04 21:03:59,834 - 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
|
||
2024-12-04 21:03:59,838 - 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
|
||
2024-12-04 21:03:59,844 - 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
|
||
2024-12-04 21:03:59,850 - 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
|
||
2024-12-04 21:03:59,854 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-04 21:03:59,857 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-04 21:03:59,861 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-04 21:03:59,865 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 21:03:59,868 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-04 21:03:59,873 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-04 21:03:59,877 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 21:03:59,882 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 21:03:59,886 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 21:03:59,890 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-04 21:03:59,894 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 21:03:59,898 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 21:03:59,902 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-04 21:03:59,906 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-04 21:03:59,910 - 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 2024-11-29
|
||
2024-12-04 21:03:59,915 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 21:03:59,920 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 21:03:59,923 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 21:03:59,927 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 21:03:59,930 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 21:03:59,935 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 21:03:59,939 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 21:03:59,942 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 21:03:59,946 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-04 21:03:59,950 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-04 21:03:59,953 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-04 21:03:59,956 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-04 21:03:59,960 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 21:03:59,964 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 21:03:59,969 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 21:03:59,973 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 21:03:59,978 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 21:03:59,982 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 21:03:59,986 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 21:03:59,990 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 21:03:59,994 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-04 21:03:59,998 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,003 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,006 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,010 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,014 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,024 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,029 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,034 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,039 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,043 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,047 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,051 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,054 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,057 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,060 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,065 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,069 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,073 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,077 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,080 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,084 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,088 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,092 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,096 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,100 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,105 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,109 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,113 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,116 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,121 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,124 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,129 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,133 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,137 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,141 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,145 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,149 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,153 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,157 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,161 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-04 21:04:00,165 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,170 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-04 21:04:00,174 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-04 21:04:00,178 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,186 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,207 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,211 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,218 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,250 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,254 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-04 21:04:00,258 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,262 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,266 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 21:04:00,270 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 21:04:00,274 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,278 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,282 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,286 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,289 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,304 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,308 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,312 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,316 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,320 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,325 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,328 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,332 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,336 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,340 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,344 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,347 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,351 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,354 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,359 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,362 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,365 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,368 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,372 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,376 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,380 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,383 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,387 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,392 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,395 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,398 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,402 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,405 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,409 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,413 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,415 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,419 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,421 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,425 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,429 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,434 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,438 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,442 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,446 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,450 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,453 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,456 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,460 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,463 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,467 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,471 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-04 21:04:00,474 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-04 21:04:00,476 - 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 2024-12-03
|
||
2024-12-04 21:04:00,481 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,484 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,490 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,494 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,497 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,501 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,505 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,507 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,511 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,515 - 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 2024-11-22
|
||
2024-12-04 21:04:00,520 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,524 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,528 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,532 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,535 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,539 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,544 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-04 21:04:00,547 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-04 21:04:00,550 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-04 21:04:00,553 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,557 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,561 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,565 - 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
|
||
2024-12-04 21:04:00,568 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,572 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-04 21:04:00,576 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-04 21:04:00,580 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 21:04:00,583 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-04 21:04:00,587 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,591 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,593 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,597 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-04 21:04:00,601 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,606 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,609 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,612 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,614 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,620 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,623 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,627 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,631 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,635 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,639 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,643 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,648 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,653 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,657 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,660 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 21:04:00,664 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,670 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,674 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,677 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,680 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,685 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,690 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-04 21:04:00,694 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-04 21:04:00,698 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,702 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,706 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,710 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,714 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,719 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,723 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,727 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,731 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,736 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,739 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,743 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,747 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,750 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,755 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,760 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,764 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,768 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,772 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,776 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,779 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,783 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,787 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,791 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,794 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,798 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,802 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,805 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,810 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,814 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,818 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,822 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,826 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,830 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,833 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,837 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,840 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,844 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,849 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,854 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,858 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,863 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,865 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,870 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,873 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,878 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-04 21:04:00,882 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,886 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,890 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,893 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-04 21:04:00,896 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,900 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,904 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,909 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,913 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,917 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,920 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,923 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,928 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,932 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,936 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,940 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,944 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-04 21:04:00,948 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 21:04:00,953 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-04 21:04:00,957 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-04 21:04:00,961 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-04 21:04:00,965 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,969 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-04 21:04:00,973 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,976 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,981 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-04 21:04:00,985 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,989 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,994 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-04 21:04:00,997 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-04 21:04:01,002 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,005 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-04 21:04:01,009 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-04 21:04:01,014 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,018 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,022 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,025 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,032 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,035 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,040 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 21:04:01,043 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 21:04:01,048 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,052 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-04 21:04:01,056 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,060 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,064 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,068 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,072 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,076 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,080 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,085 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,089 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,093 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,097 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,102 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,106 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,110 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-04 21:04:01,113 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 21:04:01,118 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 21:04:01,122 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 21:04:01,126 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 21:04:01,129 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 21:04:01,133 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 21:04:01,137 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,141 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,145 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,150 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,154 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,158 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,161 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,164 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,168 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-04 21:04:01,172 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,175 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,179 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,183 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,187 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,190 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,195 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,197 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,201 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,206 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,210 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,213 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 21:04:01,216 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 21:04:01,219 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 21:04:01,223 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 21:04:01,228 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,232 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,235 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,239 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,243 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,246 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,250 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,255 - 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
|
||
2024-12-04 21:04:01,259 - 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 2024-11-29
|
||
2024-12-04 21:04:01,263 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,268 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,271 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,275 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-04 21:04:01,278 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,281 - 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 2024-11-22
|
||
2024-12-04 21:04:01,286 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,290 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,293 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,297 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,301 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,305 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,309 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,312 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,315 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,319 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,323 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,328 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,332 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,337 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,341 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,344 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,346 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,350 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,353 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,357 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,361 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,365 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,368 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,372 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,375 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,379 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-04 21:04:01,383 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,387 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,391 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,395 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,397 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-04 21:04:01,402 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,406 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,409 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,414 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,418 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 21:04:01,421 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-04 21:04:01,425 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,430 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,433 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,437 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,441 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,446 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,450 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,453 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,457 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,459 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,464 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,469 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,472 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-04 21:04:01,475 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-04 21:04:01,479 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,482 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,485 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,489 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,492 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,497 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,500 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-04 21:04:01,504 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,508 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-04 21:04:01,511 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,515 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,520 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,524 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,528 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,531 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,536 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,541 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,544 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,548 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,551 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,555 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,559 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,563 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,567 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-04 21:04:01,572 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,577 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,580 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,584 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,588 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,591 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-04 21:04:01,596 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,600 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,605 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,608 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,612 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,617 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,621 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,625 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,629 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,635 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,639 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,642 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,646 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,650 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,653 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,655 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,658 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,660 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,664 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,668 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,672 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,675 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,680 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,684 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,688 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 21:04:01,692 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,697 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,701 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,705 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 21:04:01,709 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,713 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,717 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,721 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,726 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,729 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,734 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,739 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,743 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,747 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,751 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,755 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,759 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,761 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,765 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,769 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,773 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,776 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,780 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,784 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,789 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,792 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,796 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,799 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,804 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,808 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,812 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,816 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,820 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:04:01,824 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,827 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,831 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,836 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,841 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,845 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,848 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-04 21:04:01,852 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-04 21:04:01,855 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-04 21:04:01,859 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-04 21:04:01,861 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,865 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,870 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-04 21:04:01,884 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-04 21:04:01,888 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-04 21:04:01,902 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-04 21:04:01,903 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-04 21:04:02,853 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-04 21:04:02,866 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-04 21:04:02,877 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-04 21:04:16,272 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-04 21:04:16,293 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-04 21:04:16,296 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 21:04:20,926 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 21:04:20,927 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 21:04:20,928 - my_logger - INFO - 训练数据绘图ing
|
||
2024-12-04 21:04:25,557 - my_logger - INFO - 训练数据绘图end
|
||
2024-12-04 21:04:25,558 - my_logger - INFO - 制作报告ing
|
||
2024-12-04 21:04:26,593 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-12-04 21:04:30,403 - my_logger - INFO - 价格类指标的相关性总和为：45.41443715580057
|
||
2024-12-04 21:04:30,405 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-12-04 21:04:33,586 - my_logger - INFO - 供应类指标的相关性总和为：11.049149501057274
|
||
2024-12-04 21:04:33,588 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-12-04 21:04:37,273 - my_logger - INFO - 其他类指标的相关性总和为：6.724299560250388
|
||
2024-12-04 21:04:37,275 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-12-04 21:04:40,747 - my_logger - INFO - 库存类指标的相关性总和为：8.117618586591254
|
||
2024-12-04 21:04:40,749 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图
|
||
2024-12-04 21:04:44,285 - my_logger - INFO - 期货市场类指标的相关性总和为：34.03919590250935
|
||
2024-12-04 21:04:44,287 - my_logger - INFO - 开始绘制运输类指标的相关性直方图
|
||
2024-12-04 21:04:44,850 - my_logger - INFO - 运输类指标的相关性总和为：1.0587991573166415
|
||
2024-12-04 21:04:44,851 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-12-04 21:04:48,933 - my_logger - INFO - 进出口类指标的相关性总和为：5.505001563872398
|
||
2024-12-04 21:04:48,935 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-12-04 21:04:52,407 - my_logger - INFO - 需求类指标的相关性总和为：6.506206598973396
|
||
2024-12-04 21:04:52,409 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-12-04 21:04:53,052 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-12-04 21:04:58,751 - my_logger - INFO - 制作报告end
|
||
2024-12-04 21:04:58,752 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 21:12:58,542 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-04 21:12:58,544 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-04 21:14:09,686 - 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
|
||
2024-12-04 21:14:09,692 - 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
|
||
2024-12-04 21:14:09,696 - 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
|
||
2024-12-04 21:14:09,699 - 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
|
||
2024-12-04 21:14:09,702 - 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
|
||
2024-12-04 21:14:09,705 - 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
|
||
2024-12-04 21:14:09,709 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-04 21:14:09,713 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-04 21:14:09,718 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-04 21:14:09,721 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 21:14:09,725 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-04 21:14:09,729 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-04 21:14:09,732 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 21:14:09,735 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 21:14:09,739 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-04 21:14:09,742 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-04 21:14:09,745 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 21:14:09,747 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-04 21:14:09,751 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-04 21:14:09,754 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-04 21:14:09,758 - 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 2024-11-29
|
||
2024-12-04 21:14:09,761 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 21:14:09,765 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 21:14:09,768 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-04 21:14:09,774 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 21:14:09,778 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 21:14:09,781 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 21:14:09,783 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 21:14:09,787 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-04 21:14:09,791 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-04 21:14:09,793 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-04 21:14:09,796 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-04 21:14:09,798 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-04 21:14:09,800 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,804 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,808 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,810 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,813 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,815 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,819 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,822 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,825 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,828 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,831 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,834 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 21:14:09,838 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,842 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,844 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,847 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,850 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,853 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,857 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,861 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,863 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,866 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,869 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 21:14:09,873 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-04 21:14:09,877 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-04 21:14:09,881 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 21:14:09,883 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,886 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,890 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,893 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,896 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,901 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,905 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,909 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,912 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,915 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,917 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,920 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-04 21:14:09,924 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,928 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,931 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-04 21:14:09,934 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,937 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,941 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,946 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,948 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,951 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,955 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,959 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-04 21:14:09,963 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-04 21:14:09,966 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-04 21:14:09,969 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-04 21:14:09,973 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,976 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,979 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,983 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-04 21:14:09,987 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,991 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 21:14:09,993 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-04 21:14:09,996 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-04 21:14:09,999 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,002 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 21:14:10,007 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-04 21:14:10,009 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,012 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,015 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,018 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,023 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,026 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,028 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,030 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,033 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,036 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,039 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,043 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,045 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,048 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,050 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,053 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,058 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,062 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,065 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,070 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,074 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,078 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,082 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,085 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,087 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,091 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,094 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,096 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,100 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,103 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,106 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,110 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,113 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,117 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,120 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,124 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,126 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,129 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,133 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,135 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,139 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,143 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,148 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,151 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,155 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,159 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,162 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,165 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,168 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,171 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,174 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-04 21:14:10,178 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-04 21:14:10,182 - 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 2024-12-03
|
||
2024-12-04 21:14:10,186 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,189 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,194 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,198 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,201 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,205 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,209 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,212 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,215 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,219 - 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 2024-11-22
|
||
2024-12-04 21:14:10,222 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,226 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,229 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,233 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,236 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,241 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,245 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-04 21:14:10,250 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-04 21:14:10,252 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-04 21:14:10,256 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,260 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,263 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,266 - 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
|
||
2024-12-04 21:14:10,269 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,273 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-04 21:14:10,276 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-04 21:14:10,279 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 21:14:10,299 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-04 21:14:10,304 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,308 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,312 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,316 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-04 21:14:10,319 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,338 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,341 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,345 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,350 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,354 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,365 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,368 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,373 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,377 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,381 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,384 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,386 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,391 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,395 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,398 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-04 21:14:10,400 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,403 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,406 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,410 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,413 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,418 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,422 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-04 21:14:10,424 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-04 21:14:10,427 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,430 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,433 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,436 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,439 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,443 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,447 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,450 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,455 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,458 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,461 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,463 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,466 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,470 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,475 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,479 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,483 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,486 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,491 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,495 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,498 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,499 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,503 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,506 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,511 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,515 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,519 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,523 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,527 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,530 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,532 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,535 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,540 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,544 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,549 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,553 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,557 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,559 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,562 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,565 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,569 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,573 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,578 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,582 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,586 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,591 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-04 21:14:10,595 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,598 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,602 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,606 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-04 21:14:10,608 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,611 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,615 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,618 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,623 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,627 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,631 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,635 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,639 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,644 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,648 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,652 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,657 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-04 21:14:10,663 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,667 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-04 21:14:10,671 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-04 21:14:10,677 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-04 21:14:10,682 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,687 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-04 21:14:10,694 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,699 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,703 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,709 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,713 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,718 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,723 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-04 21:14:10,728 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,733 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-04 21:14:10,738 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,743 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,747 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,752 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,757 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,765 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,772 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,777 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,782 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,786 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,792 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,796 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,801 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,807 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,810 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,815 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,820 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,825 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,829 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,833 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,838 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,843 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,847 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,852 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,857 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,861 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,864 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,869 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,875 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,879 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,883 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-04 21:14:10,888 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,893 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,897 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,901 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,906 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,911 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,915 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,918 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,925 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-04 21:14:10,929 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,933 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,937 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,943 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,947 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,951 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,955 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,959 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,963 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,968 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,972 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,976 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 21:14:10,979 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 21:14:10,983 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 21:14:10,987 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-04 21:14:10,992 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:10,996 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-04 21:14:11,000 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-04 21:14:11,004 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,008 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,012 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,016 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,020 - 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
|
||
2024-12-04 21:14:11,024 - 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 2024-11-29
|
||
2024-12-04 21:14:11,028 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,032 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,036 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,039 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-04 21:14:11,042 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,045 - 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 2024-11-22
|
||
2024-12-04 21:14:11,047 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,049 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,053 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,057 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,061 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,065 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,068 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,071 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,074 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,076 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,080 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,084 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,089 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,093 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,097 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,100 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,103 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,107 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,109 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,113 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,116 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,119 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,123 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,127 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,131 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,134 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-04 21:14:11,137 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,141 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,145 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,148 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,152 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-04 21:14:11,156 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,159 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,162 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,165 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,167 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-04 21:14:11,170 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-04 21:14:11,174 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,178 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,181 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,185 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,190 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,194 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,196 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,200 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,204 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,208 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,211 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,214 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,218 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-04 21:14:11,221 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-04 21:14:11,225 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,227 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,231 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,235 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,240 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,244 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,247 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-04 21:14:11,250 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,253 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-04 21:14:11,257 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,261 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,265 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,267 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,272 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,276 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,280 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,284 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,287 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,291 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,295 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,299 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,303 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,307 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,309 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-04 21:14:11,311 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,316 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,320 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,324 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,328 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,331 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-04 21:14:11,335 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,339 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,343 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,347 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,350 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,354 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,359 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,363 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,367 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,370 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,373 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,376 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,380 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,383 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,386 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,390 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,392 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,395 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,398 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,401 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,404 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,407 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,410 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,413 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,415 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 21:14:11,418 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,420 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,423 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,427 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-04 21:14:11,430 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,434 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,439 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,442 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,445 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,447 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,449 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,452 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,456 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,459 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,463 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,468 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,472 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,475 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,478 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,481 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,485 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,489 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,493 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,497 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,502 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,506 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,509 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,513 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,517 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,521 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,563 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,568 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,572 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-04 21:14:11,586 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-04 21:14:11,591 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-04 21:14:11,595 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-04 21:14:11,599 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-04 21:14:11,602 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-04 21:14:11,606 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-04 21:14:11,609 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-04 21:14:11,613 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-04 21:14:11,617 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-04 21:14:11,621 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-04 21:14:11,625 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-04 21:14:11,629 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-04 21:14:11,634 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-04 21:14:11,659 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-04 21:14:11,663 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-04 21:14:11,677 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-04 21:14:11,678 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-04 21:14:12,577 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-04 21:14:12,593 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-04 21:14:12,607 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-04 21:14:24,218 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-04 21:14:24,239 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-04 21:14:24,242 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-04 21:14:28,345 - my_logger - INFO - 开始训练模型...
|
||
2024-12-04 21:14:28,383 - my_logger - INFO - Training set head:
|
||
2024-12-04 21:14:28,384 - 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
|
||
9101 2000-01-04 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9100 2000-01-05 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9099 2000-01-06 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9098 2000-01-07 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9095 2000-01-10 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 21:14:28,710 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-12-04 21:14:28,711 - 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
|
||
8175 2002-07-18 34461.0 732.4702 45.4286 ... 0.0 0.0 0.0 1
|
||
8174 2002-07-19 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8171 2002-07-22 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8170 2002-07-23 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8169 2002-07-24 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-04 21:42:08,505 - my_logger - INFO - 模型训练完成
|
||
2024-12-04 21:42:08,507 - my_logger - INFO - 训练数据绘图ing
|
||
2024-12-04 21:42:15,736 - my_logger - INFO - 训练数据绘图end
|
||
2024-12-04 21:42:15,737 - my_logger - INFO - 制作报告ing
|
||
2024-12-04 21:42:16,914 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-12-04 21:42:21,536 - my_logger - INFO - 价格类指标的相关性总和为：45.41443715580057
|
||
2024-12-04 21:42:21,539 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-12-04 21:42:26,726 - my_logger - INFO - 供应类指标的相关性总和为：11.049149501057274
|
||
2024-12-04 21:42:26,728 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-12-04 21:42:31,388 - my_logger - INFO - 其他类指标的相关性总和为：6.724299560250388
|
||
2024-12-04 21:42:31,391 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-12-04 21:42:39,618 - my_logger - INFO - 库存类指标的相关性总和为：8.117618586591254
|
||
2024-12-04 21:42:39,620 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图
|
||
2024-12-04 21:42:44,522 - my_logger - INFO - 期货市场类指标的相关性总和为：34.03919590250935
|
||
2024-12-04 21:42:44,525 - my_logger - INFO - 开始绘制运输类指标的相关性直方图
|
||
2024-12-04 21:42:45,360 - my_logger - INFO - 运输类指标的相关性总和为：1.0587991573166415
|
||
2024-12-04 21:42:45,362 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-12-04 21:42:49,969 - my_logger - INFO - 进出口类指标的相关性总和为：5.505001563872398
|
||
2024-12-04 21:42:49,971 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-12-04 21:42:55,327 - my_logger - INFO - 需求类指标的相关性总和为：6.506206598973396
|
||
2024-12-04 21:42:55,331 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-12-04 21:42:56,185 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-12-04 21:43:06,023 - my_logger - INFO - 制作报告end
|
||
2024-12-04 21:43:06,025 - my_logger - INFO - 模型训练完成
|
||
2024-12-05 09:48:35,761 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-05 09:48:35,763 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-05 09:49:21,017 - 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
|
||
2024-12-05 09:49:21,020 - 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
|
||
2024-12-05 09:49:21,023 - 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
|
||
2024-12-05 09:49:21,025 - 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
|
||
2024-12-05 09:49:21,027 - 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
|
||
2024-12-05 09:49:21,030 - 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
|
||
2024-12-05 09:49:21,032 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,035 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,037 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-05 09:49:21,040 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,042 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,045 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,047 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,049 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,053 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,055 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,057 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-05 09:49:21,059 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-05 09:49:21,061 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,065 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,067 - 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 2024-11-29
|
||
2024-12-05 09:49:21,070 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,072 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,074 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,077 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,081 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,083 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,085 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,088 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,090 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,092 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,095 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-05 09:49:21,097 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-05 09:49:21,100 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,103 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,105 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,107 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,109 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,112 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,114 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,116 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,118 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,121 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,123 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,125 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,128 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,130 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,133 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,135 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,137 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,140 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,144 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,146 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,149 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,151 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,153 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,156 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,159 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,161 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,164 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,166 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,169 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,172 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,175 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,177 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,180 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,182 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,184 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,186 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,189 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,192 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,195 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,197 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,199 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,202 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,204 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,206 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,209 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,211 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,213 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,215 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,218 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-05 09:49:21,220 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,223 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-05 09:49:21,226 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-05 09:49:21,228 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,230 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,232 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,235 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,237 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,240 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,242 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-05 09:49:21,244 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,245 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,248 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-05 09:49:21,251 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-05 09:49:21,253 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,255 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,257 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,260 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,262 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,264 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,266 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,269 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,271 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,274 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,276 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,278 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,281 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,283 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,285 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,288 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,290 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,293 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,294 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,297 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,299 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,301 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,303 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,306 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,308 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,310 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,312 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,315 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,317 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,319 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,321 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,323 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,326 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,328 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,330 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,333 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,334 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,336 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,339 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,341 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,343 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,345 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,348 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,350 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,352 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,354 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,357 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,360 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,362 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,364 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,366 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-05 09:49:21,368 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-05 09:49:21,370 - 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 2024-12-03
|
||
2024-12-05 09:49:21,372 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,374 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,377 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,380 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,382 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,384 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,386 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,388 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,391 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,393 - 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 2024-11-22
|
||
2024-12-05 09:49:21,395 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,397 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,399 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,402 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,403 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,406 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,408 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-05 09:49:21,411 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-05 09:49:21,414 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-05 09:49:21,417 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,419 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,421 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,423 - 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
|
||
2024-12-05 09:49:21,426 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,428 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-05 09:49:21,430 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,432 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,434 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-05 09:49:21,436 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,439 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,441 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,443 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,446 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,448 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,450 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,452 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,455 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,458 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,461 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,463 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,464 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,466 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,469 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,471 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,473 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,476 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,478 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,480 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,482 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,485 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,487 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,490 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,492 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,494 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,496 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,498 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,500 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,503 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,505 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,508 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,510 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,512 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,515 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,516 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,519 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,522 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,524 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,527 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,529 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,531 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,534 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,536 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,538 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,541 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,542 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,546 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,548 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,550 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,552 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,554 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,556 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,559 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,561 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,563 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,566 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,568 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,571 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,573 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,576 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,578 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,580 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,583 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,585 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,588 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,590 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,593 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,596 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,597 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,599 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,602 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,604 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,607 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,609 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,612 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,614 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,616 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,618 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,620 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,622 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,625 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,628 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,630 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,632 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,634 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,637 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,639 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,642 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,644 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,647 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-05 09:49:21,649 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,651 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,653 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-05 09:49:21,656 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,659 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,662 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,665 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,667 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,669 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,672 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,674 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,678 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,680 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-05 09:49:21,682 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,685 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-05 09:49:21,687 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,690 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,692 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,694 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,697 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,701 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,703 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,706 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,708 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,711 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,713 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,715 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,716 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,718 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,720 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,723 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,725 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,728 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,730 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,732 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,734 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,736 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,739 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,741 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,743 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,745 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,746 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,749 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,751 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,753 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,756 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-05 09:49:21,758 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,760 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,762 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,764 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,766 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,767 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,770 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,773 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,775 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,777 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,779 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,781 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,783 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,785 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,788 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,810 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,814 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,818 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,821 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,825 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,827 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-05 09:49:21,830 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-05 09:49:21,832 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-05 09:49:21,836 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-05 09:49:21,841 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,844 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,846 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-05 09:49:21,849 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,851 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,853 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,856 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,858 - 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
|
||
2024-12-05 09:49:21,860 - 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 2024-11-29
|
||
2024-12-05 09:49:21,863 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,865 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,867 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,869 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-05 09:49:21,871 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,874 - 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 2024-11-22
|
||
2024-12-05 09:49:21,876 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,878 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,881 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,883 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,885 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,887 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,890 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,892 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,894 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,896 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,897 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,900 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,902 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,904 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,906 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,908 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,910 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,912 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,914 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,916 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,918 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,920 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,922 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,925 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,927 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,929 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-05 09:49:21,931 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,933 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,934 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,938 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,940 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-05 09:49:21,942 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,944 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,946 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,947 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,949 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-05 09:49:21,951 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-05 09:49:21,953 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,955 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,959 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,961 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,963 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,965 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,967 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,969 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,971 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,973 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,975 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,977 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,979 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,981 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-05 09:49:21,983 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,984 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,986 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,989 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,992 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,994 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-05 09:49:21,996 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-05 09:49:21,998 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,000 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-05 09:49:22,002 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,004 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,006 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,008 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,010 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,012 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,014 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,015 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,017 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,020 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,022 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,025 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,028 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,030 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,032 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-05 09:49:22,033 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,036 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,039 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,041 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,043 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,045 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-05 09:49:22,047 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,049 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,052 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,054 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,058 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,060 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,062 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,065 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,068 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,070 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,073 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,075 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,077 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,079 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,082 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,084 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,087 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,090 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,093 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,095 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,097 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,100 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,102 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,105 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,108 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-05 09:49:22,110 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,113 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,116 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,118 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-05 09:49:22,120 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,124 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,127 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,130 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,132 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,134 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,137 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,140 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,142 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,144 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,146 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,148 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,150 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,152 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,156 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,159 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,161 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,163 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,165 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,167 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,169 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,172 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,175 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,177 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,179 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,181 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,183 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,186 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,189 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 09:49:22,192 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-05 09:49:22,194 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-05 09:49:22,196 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-05 09:49:22,198 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-05 09:49:22,201 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-05 09:49:22,204 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-05 09:49:22,207 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-05 09:49:22,210 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-05 09:49:22,212 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-05 09:49:22,214 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-05 09:49:22,216 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-05 09:49:22,219 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-05 09:49:22,221 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|
||
2024-12-05 09:49:22,227 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-12-05 09:49:22,230 - my_logger - INFO - 删除预警的特征前数据量：(9105, 509)
|
||
2024-12-05 09:49:22,242 - my_logger - INFO - 删除预警的特征后数据量：(9105, 439)
|
||
2024-12-05 09:49:22,243 - my_logger - INFO - 删除两月不更新特征前数据量：(9105, 439)
|
||
2024-12-05 09:49:22,762 - my_logger - INFO - 删除两月不更新特征后数据量：(9105, 434)
|
||
2024-12-05 09:49:22,772 - my_logger - INFO - 删除预测列为空值的行后数据量：(6404, 434)
|
||
2024-12-05 09:49:22,781 - my_logger - INFO - 删除全为空值的列后数据量：(6404, 358)
|
||
2024-12-05 09:49:30,402 - my_logger - INFO - 日度(227) 周度(129) 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）
|
||
.. ... ... ...
|
||
222 C2403150124
|
||
223 FVHCM1 INDEX
|
||
224 lmcads03 lme comdty
|
||
225 GC1 COMB Comdty
|
||
226 C2404167855
|
||
|
||
[227 rows x 3 columns]
|
||
2024-12-05 09:49:30,418 - my_logger - INFO - 特征信息：总共有355个,日度(227),周度(129),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：
|
||
|
||
2024-12-05 09:49:30,421 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-12-05 09:49:33,468 - my_logger - INFO - 开始训练模型...
|
||
2024-12-05 09:49:33,503 - my_logger - INFO - Training set head:
|
||
2024-12-05 09:49:33,503 - 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
|
||
9101 2000-01-04 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9100 2000-01-05 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9099 2000-01-06 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9098 2000-01-07 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
9095 2000-01-10 33268.0 732.4702 14.3333 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-05 09:49:33,773 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-12-05 09:49:33,774 - 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
|
||
8175 2002-07-18 34461.0 732.4702 45.4286 ... 0.0 0.0 0.0 1
|
||
8174 2002-07-19 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8171 2002-07-22 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8170 2002-07-23 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
8169 2002-07-24 35029.0 732.4702 60.4762 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 373 columns]
|
||
2024-12-05 10:09:01,425 - my_logger - INFO - 模型训练完成
|
||
2024-12-05 10:09:01,429 - my_logger - INFO - 训练数据绘图ing
|
||
2024-12-05 10:09:06,487 - my_logger - INFO - 训练数据绘图end
|
||
2024-12-05 10:09:06,487 - my_logger - INFO - 制作报告ing
|
||
2024-12-05 10:09:07,194 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-12-05 10:09:09,376 - my_logger - INFO - 价格类指标的相关性总和为：45.41443715580057
|
||
2024-12-05 10:09:09,386 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-12-05 10:09:13,362 - my_logger - INFO - 供应类指标的相关性总和为：11.049149501057274
|
||
2024-12-05 10:09:13,362 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-12-05 10:09:15,338 - my_logger - INFO - 其他类指标的相关性总和为：6.724299560250388
|
||
2024-12-05 10:09:15,339 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-12-05 10:09:17,672 - my_logger - INFO - 库存类指标的相关性总和为：8.117618586591254
|
||
2024-12-05 10:09:17,672 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图
|
||
2024-12-05 10:09:19,790 - my_logger - INFO - 期货市场类指标的相关性总和为：34.03919590250935
|
||
2024-12-05 10:09:19,790 - my_logger - INFO - 开始绘制运输类指标的相关性直方图
|
||
2024-12-05 10:09:20,154 - my_logger - INFO - 运输类指标的相关性总和为：1.0587991573166415
|
||
2024-12-05 10:09:20,156 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-12-05 10:09:22,121 - my_logger - INFO - 进出口类指标的相关性总和为：5.505001563872398
|
||
2024-12-05 10:09:22,121 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-12-05 10:09:24,570 - my_logger - INFO - 需求类指标的相关性总和为：6.506206598973396
|
||
2024-12-05 10:09:24,570 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-12-05 10:09:24,894 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-12-05 10:09:28,754 - my_logger - INFO - 制作报告end
|
||
2024-12-05 10:09:28,754 - my_logger - INFO - 模型训练完成
|
||
2024-12-05 10:29:46,475 - my_logger - INFO - 读取本地数据：yuanyoudataset\原油指标数据.xlsx
|
||
2024-12-05 10:29:46,476 - my_logger - INFO - getdata接收：yuanyoudataset\原油指标数据.xlsx date
|
||
2024-12-05 10:30:35,962 - 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
|
||
2024-12-05 10:30:35,965 - 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
|
||
2024-12-05 10:30:35,968 - 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
|
||
2024-12-05 10:30:35,970 - 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
|
||
2024-12-05 10:30:35,973 - 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
|
||
2024-12-05 10:30:35,975 - 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
|
||
2024-12-05 10:30:35,977 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-22
|
||
2024-12-05 10:30:35,979 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-29
|
||
2024-12-05 10:30:35,983 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-12-05 10:30:35,987 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-05 10:30:35,989 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-22
|
||
2024-12-05 10:30:35,992 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-22
|
||
2024-12-05 10:30:35,995 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-05 10:30:35,997 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,000 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,004 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,006 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-11-01
|
||
2024-12-05 10:30:36,008 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-11-01
|
||
2024-12-05 10:30:36,011 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,014 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,016 - 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 2024-11-29
|
||
2024-12-05 10:30:36,019 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,022 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,025 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,027 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,030 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,032 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,035 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,037 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,040 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,042 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,046 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-12-05 10:30:36,049 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-11-30
|
||
2024-12-05 10:30:36,052 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,054 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,056 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,058 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,061 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,063 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,066 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,070 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,072 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,076 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,079 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,081 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,084 - my_logger - INFO - Column Brent-TI was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,086 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,088 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,091 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,094 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,097 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,100 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,102 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,105 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,108 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,111 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,114 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,116 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,118 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,121 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,124 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,127 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,129 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,131 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,134 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,136 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,139 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,141 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,144 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,146 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,148 - my_logger - INFO - Column SC内外价差 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,151 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,154 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,156 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,159 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,162 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,164 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,167 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,170 - my_logger - INFO - Column Brent-WTI was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,174 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,177 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,179 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-12-05 10:30:36,182 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,184 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-12-05 10:30:36,187 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-12-05 10:30:36,189 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,191 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,194 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,196 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,199 - my_logger - INFO - Column y was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,202 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,204 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-12-05 10:30:36,207 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,210 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,212 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-05 10:30:36,215 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-12-05 10:30:36,217 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,219 - my_logger - INFO - Column Brent活跃合约 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,222 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,224 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,227 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,229 - my_logger - INFO - Column INE SC c1 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,231 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,234 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,237 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,239 - my_logger - INFO - Column HO连6合约 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,241 - my_logger - INFO - Column HO连5合约 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,243 - my_logger - INFO - Column ho连7合约 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,246 - my_logger - INFO - Column HO连8合约 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,249 - my_logger - INFO - Column HO连9合约 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,251 - my_logger - INFO - Column HO连10合约 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,255 - my_logger - INFO - Column HO连11合约 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,258 - my_logger - INFO - Column HO连12合约 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,260 - my_logger - INFO - Column CFD W1 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,262 - my_logger - INFO - Column CFD W6 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,265 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,268 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,270 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,273 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,276 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,278 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,280 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,283 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,285 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,287 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,289 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,292 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,294 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,297 - my_logger - INFO - Column DFL M1 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,299 - my_logger - INFO - Column DFL M2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,301 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,303 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,307 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,309 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,312 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,314 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,317 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,320 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,322 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,325 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,328 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,331 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,334 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,337 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,340 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,344 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,346 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-11-28
|
||
2024-12-05 10:30:36,348 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-11-27
|
||
2024-12-05 10:30:36,350 - 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 2024-12-03
|
||
2024-12-05 10:30:36,352 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,354 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,357 - my_logger - INFO - Column EFS M1 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,361 - my_logger - INFO - Column EFS M2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,363 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,365 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,368 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,370 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,373 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,376 - 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 2024-11-22
|
||
2024-12-05 10:30:36,378 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,380 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,382 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,384 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,386 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,389 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,392 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-12-05 10:30:36,394 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-12-05 10:30:36,396 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-27
|
||
2024-12-05 10:30:36,399 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,402 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,404 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,407 - 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
|
||
2024-12-05 10:30:36,409 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,411 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-12-05 10:30:36,414 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,416 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,419 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-12-05 10:30:36,421 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,423 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,426 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,428 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,430 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,432 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,435 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,438 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,441 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,443 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,445 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,447 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,450 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,452 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,455 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,458 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,460 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,463 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,465 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,468 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,470 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,472 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,474 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,476 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,479 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,481 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,484 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,487 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,489 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,491 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,494 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,496 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,499 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,502 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,505 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,507 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,509 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,512 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,515 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,518 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,520 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,523 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,526 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,529 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,531 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,534 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,536 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,538 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,541 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,543 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,546 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,549 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,551 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,553 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,556 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,558 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,561 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,563 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,566 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,568 - my_logger - INFO - Column DFL was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,571 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,574 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,576 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,579 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,581 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,583 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,586 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,588 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,591 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,594 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,595 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,598 - my_logger - INFO - Column B-W价差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,601 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,603 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,606 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,609 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,611 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,614 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,617 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,619 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,622 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,625 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,627 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,630 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,632 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,635 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,638 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,642 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,645 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,649 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,651 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-12-05 10:30:36,654 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,656 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,659 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-28
|
||
2024-12-05 10:30:36,661 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,663 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,666 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,668 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,671 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,673 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,676 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,679 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,681 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,683 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-21
|
||
2024-12-05 10:30:36,686 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,688 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-26
|
||
2024-12-05 10:30:36,691 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,694 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,696 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,697 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,701 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,705 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,708 - my_logger - INFO - Column Forties FOB was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,710 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,712 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,715 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,717 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,720 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,722 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,725 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,727 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,729 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,731 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,734 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,736 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,738 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,741 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,744 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,747 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,749 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,751 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,753 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,755 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,759 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,762 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,765 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,767 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-12-04
|
||
2024-12-05 10:30:36,769 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,771 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,774 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,777 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,779 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,782 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,784 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,786 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,789 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,791 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,794 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,796 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,798 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,800 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,802 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,805 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,807 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,811 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,814 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,816 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,818 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-05 10:30:36,820 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-05 10:30:36,823 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-05 10:30:36,826 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-11-27
|
||
2024-12-05 10:30:36,829 - my_logger - INFO - Column WTI连1-连6月差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,831 - my_logger - INFO - Column WTI连2-连3月差 was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,834 - my_logger - INFO - Column SCc2夜盘-阿曼入库湛江成本(Omanc1预估)(数据调整) was last updated at 2024-12-03
|
||
2024-12-05 10:30:36,836 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,838 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,841 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,844 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,847 - 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
|
||
2024-12-05 10:30:36,849 - 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 2024-11-29
|
||
2024-12-05 10:30:36,851 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,853 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,856 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,859 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-27
|
||
2024-12-05 10:30:36,862 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,864 - 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 2024-11-22
|
||
2024-12-05 10:30:36,867 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,869 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,872 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,875 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,877 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,879 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,881 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,884 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,886 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,889 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,892 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,894 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,896 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,899 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,902 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,904 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,907 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,909 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,911 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,913 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,916 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,919 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,921 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,924 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,927 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,929 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-12-05 10:30:36,931 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,933 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,936 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,939 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,942 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-28
|
||
2024-12-05 10:30:36,944 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,946 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,949 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,951 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,954 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-29
|
||
2024-12-05 10:30:36,957 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-28
|
||
2024-12-05 10:30:36,961 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,963 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,966 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,969 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,971 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,974 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,976 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,979 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,982 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,984 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,987 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,989 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,992 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,994 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-12-02
|
||
2024-12-05 10:30:36,997 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-22
|
||
2024-12-05 10:30:36,999 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-22
|
||
2024-12-05 10:30:37,002 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-22
|
||
2024-12-05 10:30:37,004 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-22
|
||
2024-12-05 10:30:37,006 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-22
|
||
2024-12-05 10:30:37,009 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-22
|
||
2024-12-05 10:30:37,011 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-12-05 10:30:37,014 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,015 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-17
|
||
2024-12-05 10:30:37,019 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,021 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,024 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,027 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,030 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,032 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,034 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,036 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,039 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,041 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,044 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,046 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,049 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,051 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,054 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-12-05 10:30:37,056 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,059 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,061 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,064 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,066 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,070 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-12-05 10:30:37,073 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,076 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,078 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,080 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,082 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,085 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,087 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,090 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,093 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,095 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,097 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,100 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,102 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,104 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,107 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,110 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,112 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,114 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,116 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,118 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,121 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,123 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,126 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,128 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,130 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-05 10:30:37,132 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-24
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||
2024-12-05 10:30:37,135 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,138 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,140 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-17
|
||
2024-12-05 10:30:37,143 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,145 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,147 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,150 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,153 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,155 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,158 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,161 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,163 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,165 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,167 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,170 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,172 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,175 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,177 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,180 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,182 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,184 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,186 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,190 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,192 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,194 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,197 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,199 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,202 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,204 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,207 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,209 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,212 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-24
|
||
2024-12-05 10:30:37,215 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-12-03
|
||
2024-12-05 10:30:37,217 - my_logger - INFO - Column ovx index was last updated at 2024-12-03
|
||
2024-12-05 10:30:37,219 - my_logger - INFO - Column dxy curncy was last updated at 2024-12-03
|
||
2024-12-05 10:30:37,222 - my_logger - INFO - Column C2403128043 was last updated at 2024-12-03
|
||
2024-12-05 10:30:37,225 - my_logger - INFO - Column C2403150124 was last updated at 2024-12-03
|
||
2024-12-05 10:30:37,227 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-12-03
|
||
2024-12-05 10:30:37,230 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-22
|
||
2024-12-05 10:30:37,232 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-26
|
||
2024-12-05 10:30:37,234 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-26
|
||
2024-12-05 10:30:37,238 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-26
|
||
2024-12-05 10:30:37,240 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-12-03
|
||
2024-12-05 10:30:37,244 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-12-03
|
||
2024-12-05 10:30:37,246 - my_logger - INFO - Column C2404167855 was last updated at 2024-12-03
|