PriceForecast/logs/pricepredict.log.2

2024-11-05 15:15:08,260 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-05 15:15:08,261 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-05 15:16:38,316 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2501, 930)
2024-11-05 15:16:39,389 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2501, 641)
2024-11-05 15:16:39,395 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1770, 641)
2024-11-05 15:16:39,400 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1770, 562)
2024-11-05 15:16:44,359 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-05 15:16:44,362 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-05 15:16:44,758 - my_logger - INFO -                     <20>ն<EFBFBD>(357)            <20>ܶ<EFBFBD>(200)           <20>¶<EFBFBD>(2)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD>ǧͰ<C7A7>գ<EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>      <20><>ɽ:<3A><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD>:ԭ<><D4AD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>                
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>                
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>                
..                      ...                ...             ...
352             C2403150124                                   
353            FVHCM1 INDEX                                   
354     lmcads03 lme comdty                                   
355         GC1 COMB Comdty                                   
356             C2404167855                                   

[357 rows x 3 columns]
2024-11-05 15:16:44,772 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>559<35><39>,<2C>ն<EFBFBD>(357),<2C>ܶ<EFBFBD>(200),<2C>¶<EFBFBD>(2), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-05 15:16:44,773 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-05 15:23:11,765 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-05 15:23:11,766 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-05 15:24:38,610 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2501, 930)
2024-11-05 15:24:39,630 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2501, 641)
2024-11-05 15:24:39,635 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1770, 641)
2024-11-05 15:24:39,640 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1770, 562)
2024-11-05 15:24:44,466 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-05 15:24:44,468 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-05 15:24:44,856 - my_logger - INFO -                     <20>ն<EFBFBD>(357)            <20>ܶ<EFBFBD>(200)           <20>¶<EFBFBD>(2)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD>ǧͰ<C7A7>գ<EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>      <20><>ɽ:<3A><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD>:ԭ<><D4AD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>                
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>                
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>                
..                      ...                ...             ...
352             C2403150124                                   
353            FVHCM1 INDEX                                   
354     lmcads03 lme comdty                                   
355         GC1 COMB Comdty                                   
356             C2404167855                                   

[357 rows x 3 columns]
2024-11-05 15:24:44,870 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>559<35><39>,<2C>ն<EFBFBD>(357),<2C>ܶ<EFBFBD>(200),<2C>¶<EFBFBD>(2), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-05 15:24:44,871 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-05 15:35:40,669 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-05 15:35:40,670 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-05 15:37:06,169 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2501, 930)
2024-11-05 15:37:07,168 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2501, 641)
2024-11-05 15:37:07,174 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1770, 641)
2024-11-05 15:37:07,179 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1770, 562)
2024-11-05 15:37:11,984 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-05 15:37:11,986 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-05 15:37:12,387 - my_logger - INFO -                     <20>ն<EFBFBD>(357)            <20>ܶ<EFBFBD>(200)           <20>¶<EFBFBD>(1)      61<36><31>(1)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD>ǧͰ<C7A7>գ<EFBFBD>  <20><>ɽ:<3A><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD>:ԭ<><D4AD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>                            
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>                            
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>                            
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>                            
..                      ...                ...             ...         ...
352             C2403150124                                               
353            FVHCM1 INDEX                                               
354     lmcads03 lme comdty                                               
355         GC1 COMB Comdty                                               
356             C2404167855                                               

[357 rows x 4 columns]
2024-11-05 15:37:12,403 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>559<35><39>,<2C>ն<EFBFBD>(357),<2C>ܶ<EFBFBD>(200),<2C>¶<EFBFBD>(1),61<36><31>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-05 15:37:12,404 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-05 15:37:52,970 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-05 15:37:52,989 - my_logger - INFO - Training set head:
2024-11-05 15:37:52,989 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 577 columns]
2024-11-05 15:37:53,276 - my_logger - INFO - 
Testing set head:
2024-11-05 15:37:53,277 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 577 columns]
2024-11-05 15:44:41,325 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 15:44:41,786 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2236571537180296
2024-11-05 15:44:41,788 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 15:44:43,485 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.80713663445724
2024-11-05 15:44:43,486 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 15:44:45,116 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.841552773862325
2024-11-05 15:44:45,117 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 15:44:45,412 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5495964178756472
2024-11-05 15:44:45,414 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 15:44:47,370 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.895715573826763
2024-11-05 15:44:47,371 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 15:44:47,823 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6100894874418974
2024-11-05 15:44:47,824 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 15:44:49,497 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.83620163475673
2024-11-05 15:44:49,498 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 15:44:51,147 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>75.43963122592632
2024-11-05 15:44:51,149 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 15:44:53,023 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.176909065750354
2024-11-05 15:44:53,024 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 15:44:53,334 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0268007380121404
2024-11-05 15:44:53,335 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 15:44:54,913 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.355097996621248
2024-11-05 15:44:54,914 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 15:44:56,556 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.86020030447947
2024-11-05 15:44:56,557 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-05 15:44:56,941 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-05 15:45:00,904 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-05 16:26:35,807 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-05 16:26:35,808 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-05 16:28:01,457 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2501, 930)
2024-11-05 16:28:02,683 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2501, 641)
2024-11-05 16:28:02,689 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1770, 641)
2024-11-05 16:28:02,695 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1770, 562)
2024-11-05 16:28:07,646 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-05 16:28:07,648 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-05 16:28:08,044 - my_logger - INFO -                     <20>ն<EFBFBD>(357)            <20>ܶ<EFBFBD>(200)           <20>¶<EFBFBD>(1)      61<36><31>(1)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD>ǧͰ<C7A7>գ<EFBFBD>  <20><>ɽ:<3A><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD>:ԭ<><D4AD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>                            
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>                            
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>                            
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>                            
..                      ...                ...             ...         ...
352             C2403150124                                               
353            FVHCM1 INDEX                                               
354     lmcads03 lme comdty                                               
355         GC1 COMB Comdty                                               
356             C2404167855                                               

[357 rows x 4 columns]
2024-11-05 16:28:08,058 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>559<35><39>,<2C>ն<EFBFBD>(357),<2C>ܶ<EFBFBD>(200),<2C>¶<EFBFBD>(1),61<36><31>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-05 16:28:08,060 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-05 16:28:49,825 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '75.03' WHERE ds = '2024-11-05 00:00:00'
2024-11-05 16:28:49,834 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-05 16:28:50,577 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-06 00:00:00', NHITS = '75.66663', Informer = '76.564384', LSTM = '78.03253', iTransformer = '74.78894', TSMixer = '74.65522', TSMixerx = '74.081924', PatchTST = '75.425095', RNN = '79.02649', GRU = '75.851425', TCN = '74.326355', BiTCN = '74.85278', DilatedRNN = '76.27298', MLP = '74.9631', DLinear = '75.093094', NLinear = '75.60724', TFT = '76.81235', StemGNN = '74.54248', MLPMultivariate = '74.60546', TiDE = '74.914154', DeepNPTS = '75.14611' WHERE ds = '2024-11-06 00:00:00'
2024-11-05 16:28:52,658 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 16:28:53,127 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2236571537180296
2024-11-05 16:28:53,129 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 16:28:54,876 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.80713663445724
2024-11-05 16:28:54,878 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 16:28:56,927 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.841552773862325
2024-11-05 16:28:56,928 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 16:28:57,252 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5495964178756472
2024-11-05 16:28:57,253 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 16:28:58,962 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.895715573826763
2024-11-05 16:28:58,964 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 16:28:59,465 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6100894874418974
2024-11-05 16:28:59,466 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 16:29:01,175 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.83620163475673
2024-11-05 16:29:01,176 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 16:29:03,299 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>75.43963122592632
2024-11-05 16:29:03,300 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 16:29:04,815 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.176909065750354
2024-11-05 16:29:04,817 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 16:29:05,144 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0268007380121404
2024-11-05 16:29:05,145 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 16:29:06,831 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.355097996621248
2024-11-05 16:29:06,832 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-05 16:29:09,036 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.86020030447947
2024-11-05 16:29:09,038 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-05 16:29:09,429 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-05 16:29:13,399 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-06 15:36:16,753 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 15:36:16,753 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 15:36:16,754 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 15:36:16,754 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 15:36:47,911 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 15:36:47,911 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 15:36:48,339 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 15:36:48,339 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 15:36:48,343 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 15:36:48,343 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 15:36:48,345 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 15:36:48,345 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 15:36:49,964 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                168<36><38>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 15:36:49,964 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                168<36><38>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 15:36:49,989 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),168<36><38>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 15:36:49,989 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),168<36><38>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 15:36:49,991 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 15:36:49,991 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 15:36:50,902 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 15:36:50,902 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 15:36:50,913 - my_logger - INFO - Training set head:
2024-11-06 15:36:50,913 - my_logger - INFO - Training set head:
2024-11-06 15:36:50,914 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
958 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
957 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
954 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
953 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
952 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 338 columns]
2024-11-06 15:36:50,914 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
958 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
957 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
954 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
953 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
952 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 338 columns]
2024-11-06 15:36:51,515 - my_logger - INFO - 
Testing set head:
2024-11-06 15:36:51,515 - my_logger - INFO - 
Testing set head:
2024-11-06 15:36:51,517 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
769 2022-09-29              300.7149            171.0             21.0            191.0  ...               0.0             0.0            0.0          0.0          1
768 2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
760 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
759 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
758 2022-10-10              527.6122            166.0            116.0            196.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 338 columns]
2024-11-06 15:36:51,517 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
769 2022-09-29              300.7149            171.0             21.0            191.0  ...               0.0             0.0            0.0          0.0          1
768 2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
760 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
759 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
758 2022-10-10              527.6122            166.0            116.0            196.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 338 columns]
2024-11-06 16:18:41,648 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 16:18:41,648 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 16:18:41,649 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 16:18:41,649 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 16:19:09,923 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 16:19:09,923 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 16:19:10,333 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 16:19:10,333 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 16:19:10,337 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 16:19:10,337 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 16:19:10,339 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 16:19:10,339 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 16:19:11,840 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                112<31><32>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 16:19:11,840 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                112<31><32>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 16:19:11,865 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),112<31><32>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 16:19:11,865 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),112<31><32>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 16:19:11,867 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 16:19:11,867 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 16:19:12,474 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 16:19:12,474 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 16:19:12,477 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 16:19:12,477 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 16:19:12,487 - my_logger - INFO - Training set head:
2024-11-06 16:19:12,487 - my_logger - INFO - Training set head:
2024-11-06 16:19:12,488 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
958 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
957 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
954 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
953 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
952 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 338 columns]
2024-11-06 16:19:12,488 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
958 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
957 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
954 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
953 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
952 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 338 columns]
2024-11-06 16:19:13,077 - my_logger - INFO - 
Testing set head:
2024-11-06 16:19:13,077 - my_logger - INFO - 
Testing set head:
2024-11-06 16:19:13,079 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
769 2022-09-29              300.7149            171.0             21.0            191.0  ...               0.0             0.0            0.0          0.0          1
768 2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
760 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
759 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
758 2022-10-10              527.6122            166.0            116.0            196.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 338 columns]
2024-11-06 16:19:13,079 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
769 2022-09-29              300.7149            171.0             21.0            191.0  ...               0.0             0.0            0.0          0.0          1
768 2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
760 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
759 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
758 2022-10-10              527.6122            166.0            116.0            196.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 338 columns]
2024-11-06 16:24:19,267 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-06 00:00:00', NHITS = '7434.7134', Informer = '7367.9683', LSTM = '7467.226', iTransformer = '7463.2046', TSMixer = '7406.9355', TSMixerx = '7578.1846', PatchTST = '7458.4346', RNN = '7424.3164', GRU = '7480.518', TCN = '7526.6685', BiTCN = '7446.571', DilatedRNN = '7527.0156', MLP = '7484.4873', DLinear = '7368.969', NLinear = '7413.825', TFT = '7408.5073', StemGNN = '7416.7656', MLPMultivariate = '7489.2236', TiDE = '7402.641', DeepNPTS = '7407.051' WHERE ds = '2024-11-06 00:00:00'
2024-11-06 16:24:19,267 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-06 00:00:00', NHITS = '7434.7134', Informer = '7367.9683', LSTM = '7467.226', iTransformer = '7463.2046', TSMixer = '7406.9355', TSMixerx = '7578.1846', PatchTST = '7458.4346', RNN = '7424.3164', GRU = '7480.518', TCN = '7526.6685', BiTCN = '7446.571', DilatedRNN = '7527.0156', MLP = '7484.4873', DLinear = '7368.969', NLinear = '7413.825', TFT = '7408.5073', StemGNN = '7416.7656', MLPMultivariate = '7489.2236', TiDE = '7402.641', DeepNPTS = '7407.051' WHERE ds = '2024-11-06 00:00:00'
2024-11-06 16:24:23,476 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-06 16:24:23,476 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-06 17:16:20,884 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 17:16:20,884 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 17:16:20,887 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 17:16:20,887 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 17:16:49,871 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 17:16:49,871 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 17:16:50,291 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 17:16:50,291 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 17:16:50,294 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:16:50,294 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:16:50,297 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:16:50,297 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:16:51,868 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                154<35><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 17:16:51,868 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                154<35><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 17:16:51,893 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),154<35><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 17:16:51,893 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),154<35><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 17:16:51,895 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 17:16:51,895 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 17:16:52,493 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 17:16:52,493 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 17:16:52,496 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 17:16:52,496 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 17:35:15,261 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 17:35:15,261 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 17:35:15,263 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 17:35:15,263 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 17:35:43,635 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 17:35:43,635 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 17:35:44,022 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 17:35:44,022 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 17:35:44,025 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:35:44,025 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:35:44,028 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:35:44,028 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:35:45,674 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                 49<34><39>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 17:35:45,674 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                 49<34><39>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 17:35:45,698 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),49<34><39>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 17:35:45,698 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),49<34><39>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 17:35:45,701 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 17:35:45,701 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 17:35:46,264 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 17:35:46,264 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 17:35:46,267 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 17:35:46,267 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 17:41:43,526 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 17:41:43,526 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 17:41:43,528 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 17:41:43,528 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 17:42:11,903 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 17:42:11,903 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 17:42:12,317 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 17:42:12,317 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 17:42:12,320 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:42:12,320 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:42:12,323 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:42:12,323 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:42:13,923 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                 49<34><39>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 17:42:13,923 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                 49<34><39>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 17:42:13,950 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),49<34><39>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 17:42:13,950 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),49<34><39>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 17:42:13,952 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 17:42:13,952 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 17:42:14,499 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 17:42:14,499 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 17:42:14,501 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 17:42:14,501 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 17:44:00,426 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 17:44:00,426 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 17:44:00,428 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 17:44:00,428 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 17:45:21,986 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 17:45:21,986 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 17:45:22,907 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 17:45:22,907 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 17:45:22,910 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:45:22,910 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:45:22,914 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:45:22,914 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:45:27,131 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                 84<38><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 17:45:27,131 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                 84<38><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 17:45:27,200 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),84<38><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 17:45:27,200 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),84<38><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 17:45:27,202 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 17:45:27,202 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 17:45:28,022 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 17:45:28,022 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 17:45:28,024 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 17:45:28,024 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 17:47:35,011 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 17:47:35,011 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 17:47:35,014 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 17:47:35,014 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 17:48:57,586 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 17:48:57,586 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 17:48:58,502 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 17:48:58,502 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 17:48:58,506 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:48:58,506 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:48:58,509 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:48:58,509 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:49:02,610 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                112<31><32>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 17:49:02,610 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                112<31><32>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 17:49:02,672 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),112<31><32>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 17:49:02,672 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),112<31><32>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 17:49:02,675 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 17:49:02,675 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 17:49:03,479 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 17:49:03,479 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 17:49:03,481 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 17:49:03,481 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 17:51:00,692 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 17:51:00,692 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 17:51:00,694 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 17:51:00,694 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 17:52:30,429 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 17:52:30,429 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 17:52:31,364 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 17:52:31,364 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 17:52:31,369 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:52:31,369 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:52:31,372 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:52:31,372 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:52:35,432 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                 84<38><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 17:52:35,432 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                 84<38><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 17:52:35,492 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),84<38><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 17:52:35,492 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),84<38><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 17:52:35,494 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 17:52:35,494 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 17:52:36,303 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 17:52:36,303 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 17:52:36,306 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 17:52:36,306 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 17:56:29,800 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 17:56:29,800 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 17:56:29,802 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 17:56:29,802 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 17:58:12,906 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 17:58:12,906 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 17:58:13,979 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 17:58:13,979 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 17:58:13,985 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:58:13,985 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:58:13,989 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:58:13,989 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 17:58:19,089 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                168<36><38>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 17:58:19,089 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                168<36><38>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 17:58:19,156 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),168<36><38>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 17:58:19,156 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),168<36><38>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 17:58:19,159 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 17:58:19,159 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 17:58:20,125 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 17:58:20,125 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 17:58:20,128 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 17:58:20,128 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 18:04:38,024 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 18:04:38,024 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 18:04:38,027 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 18:04:38,027 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 18:06:22,574 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 18:06:22,574 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 18:06:23,730 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 18:06:23,730 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 18:06:23,737 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 18:06:23,737 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 18:06:23,741 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 18:06:23,741 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 18:06:28,811 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                 21<32><31>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 18:06:28,811 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                 21<32><31>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 18:06:28,879 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),21<32><31>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 18:06:28,879 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),21<32><31>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 18:06:28,882 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 18:06:28,882 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 18:06:29,808 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 18:06:29,808 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 18:06:29,810 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 18:06:29,810 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 21:31:41,598 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 21:31:41,598 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-06 21:31:41,600 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 21:31:41,600 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-06 21:32:17,273 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 21:32:17,273 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-06 21:32:17,798 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 21:32:17,798 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-06 21:32:17,803 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 21:32:17,803 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 21:32:17,806 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 21:32:17,806 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-06 21:32:19,728 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                 84<38><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 21:32:19,728 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                 84<38><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-06 21:32:19,756 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),84<38><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 21:32:19,756 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),84<38><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-06 21:32:19,759 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 21:32:19,759 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-06 21:32:20,607 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 21:32:20,607 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-06 21:32:20,610 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 21:32:20,610 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-06 21:32:20,620 - my_logger - INFO - Training set head:
2024-11-06 21:32:20,620 - my_logger - INFO - Training set head:
2024-11-06 21:32:20,623 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
958 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
957 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
954 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
953 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
952 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 338 columns]
2024-11-06 21:32:20,623 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
958 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
957 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
954 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
953 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
952 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 338 columns]
2024-11-06 21:32:21,281 - my_logger - INFO - 
Testing set head:
2024-11-06 21:32:21,281 - my_logger - INFO - 
Testing set head:
2024-11-06 21:32:21,282 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
769 2022-09-29              300.7149            171.0             21.0            191.0  ...               0.0             0.0            0.0          0.0          1
768 2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
760 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
759 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
758 2022-10-10              527.6122            166.0            116.0            196.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 338 columns]
2024-11-06 21:32:21,282 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
769 2022-09-29              300.7149            171.0             21.0            191.0  ...               0.0             0.0            0.0          0.0          1
768 2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
760 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
759 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
758 2022-10-10              527.6122            166.0            116.0            196.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 338 columns]
2024-11-07 10:47:08,895 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 10:47:08,895 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 10:47:08,897 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-07 10:47:08,897 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-07 10:47:42,600 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-07 10:47:42,600 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-07 10:47:43,108 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-07 10:47:43,108 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-07 10:47:43,111 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-07 10:47:43,111 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-07 10:47:43,113 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-07 10:47:43,113 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-07 10:47:45,294 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                154<35><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-07 10:47:45,294 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                154<35><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-07 10:47:45,325 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),154<35><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 10:47:45,325 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),154<35><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 10:47:45,328 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 10:47:45,328 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 10:47:46,150 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-07 10:47:46,150 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-07 10:47:46,152 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 10:47:46,152 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 10:47:46,177 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>BiTCN
2024-11-07 10:47:46,177 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>BiTCN
2024-11-07 10:47:46,184 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 10:47:46,184 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 10:47:46,195 - my_logger - INFO - Training set head:
2024-11-07 10:47:46,195 - my_logger - INFO - Training set head:
2024-11-07 10:47:46,196 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
958 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
957 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
954 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
953 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
952 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 338 columns]
2024-11-07 10:47:46,196 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
958 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
957 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
954 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
953 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
952 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 338 columns]
2024-11-07 10:47:46,894 - my_logger - INFO - 
Testing set head:
2024-11-07 10:47:46,894 - my_logger - INFO - 
Testing set head:
2024-11-07 10:47:46,895 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
769 2022-09-29              300.7149            171.0             21.0            191.0  ...               0.0             0.0            0.0          0.0          1
768 2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
760 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
759 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
758 2022-10-10              527.6122            166.0            116.0            196.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 338 columns]
2024-11-07 10:47:46,895 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
769 2022-09-29              300.7149            171.0             21.0            191.0  ...               0.0             0.0            0.0          0.0          1
768 2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
760 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
759 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
758 2022-10-10              527.6122            166.0            116.0            196.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 338 columns]
2024-11-07 10:54:44,524 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 10:54:44,524 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 10:54:44,528 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 10:54:44,528 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 10:54:45,893 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-06 00:00:00', NHITS = '7434.7134', Informer = '7367.3164', LSTM = '7467.226', iTransformer = '7465.537', TSMixer = '7406.9355', TSMixerx = '7578.1846', PatchTST = '7458.4346', RNN = '7424.3164', GRU = '7480.518', TCN = '7526.6685', BiTCN = '7446.8755', DilatedRNN = '7527.0156', MLP = '7484.4873', DLinear = '7368.969', NLinear = '7413.825', TFT = '7408.5073', StemGNN = '7417.236', MLPMultivariate = '7500.4634', TiDE = '7402.641', DeepNPTS = '7407.051' WHERE ds = '2024-11-06 00:00:00'
2024-11-07 10:54:45,893 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-06 00:00:00', NHITS = '7434.7134', Informer = '7367.3164', LSTM = '7467.226', iTransformer = '7465.537', TSMixer = '7406.9355', TSMixerx = '7578.1846', PatchTST = '7458.4346', RNN = '7424.3164', GRU = '7480.518', TCN = '7526.6685', BiTCN = '7446.8755', DilatedRNN = '7527.0156', MLP = '7484.4873', DLinear = '7368.969', NLinear = '7413.825', TFT = '7408.5073', StemGNN = '7417.236', MLPMultivariate = '7500.4634', TiDE = '7402.641', DeepNPTS = '7407.051' WHERE ds = '2024-11-06 00:00:00'
2024-11-07 10:54:47,963 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 10:54:47,963 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 10:54:47,963 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 10:54:47,963 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 10:54:48,125 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 10:54:48,125 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 10:54:50,377 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>8.728672872849648
2024-11-07 10:54:50,377 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>8.728672872849648
2024-11-07 10:54:50,379 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 10:54:50,379 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 10:54:54,166 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>99.41270758676293
2024-11-07 10:54:54,166 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>99.41270758676293
2024-11-07 10:54:54,168 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 10:54:54,168 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 10:54:56,513 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.664542037508998
2024-11-07 10:54:56,513 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.664542037508998
2024-11-07 10:54:56,515 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 10:54:56,515 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 10:54:58,251 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.916473021707858
2024-11-07 10:54:58,251 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.916473021707858
2024-11-07 10:54:58,252 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 10:54:58,252 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 10:55:00,878 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.160374476076754
2024-11-07 10:55:00,878 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.160374476076754
2024-11-07 10:55:00,880 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 10:55:00,880 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 10:55:01,479 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3159172189330464
2024-11-07 10:55:01,479 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3159172189330464
2024-11-07 10:55:01,480 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 10:55:01,480 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 10:55:03,229 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.49911350832401
2024-11-07 10:55:03,229 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.49911350832401
2024-11-07 10:55:03,230 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 10:55:03,230 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 10:55:03,610 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 10:55:03,610 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 10:55:06,849 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 10:55:06,849 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 10:55:06,850 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 10:55:06,850 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 10:55:11,283 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-07 10:55:11,283 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-07 11:17:54,528 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 11:17:54,528 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 11:17:54,530 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-07 11:17:54,530 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-07 11:18:32,031 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-07 11:18:32,031 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 355)
2024-11-07 11:18:32,550 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-07 11:18:32,550 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2502, 323)
2024-11-07 11:18:32,555 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-07 11:18:32,555 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-07 11:18:32,557 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-07 11:18:32,557 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(654, 323)
2024-11-07 11:18:34,879 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                 14<31><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-07 11:18:34,879 - my_logger - INFO -                   <20>ն<EFBFBD>(229)         <20>ܶ<EFBFBD>(92)                 14<31><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
224               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
225               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
226               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
227               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
228               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[229 rows x 3 columns]
2024-11-07 11:18:34,909 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),14<31><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 11:18:34,909 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>320<32><30>,<2C>ն<EFBFBD>(229),<2C>ܶ<EFBFBD>(92),14<31><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
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    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
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2024-11-07 11:18:34,912 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 11:18:34,912 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 11:18:35,902 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-07 11:18:35,902 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '7400.0' WHERE ds = '2024-11-05 00:00:00'
2024-11-07 11:18:35,904 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 11:18:35,904 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 11:18:35,928 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>BiTCN
2024-11-07 11:18:35,928 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>BiTCN
2024-11-07 11:18:35,941 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 11:18:35,941 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 11:18:35,942 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 11:18:35,942 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 11:18:35,943 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 11:18:35,943 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 11:18:37,148 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-06 00:00:00', NHITS = '7434.7134', Informer = '7367.3164', LSTM = '7467.226', iTransformer = '7465.537', TSMixer = '7406.9355', TSMixerx = '7578.1846', PatchTST = '7458.4346', RNN = '7424.3164', GRU = '7480.518', TCN = '7526.6685', BiTCN = '7446.8755', DilatedRNN = '7527.0156', MLP = '7484.4873', DLinear = '7368.969', NLinear = '7413.825', TFT = '7408.5073', StemGNN = '7417.236', MLPMultivariate = '7500.4634', TiDE = '7402.641', DeepNPTS = '7407.051' WHERE ds = '2024-11-06 00:00:00'
2024-11-07 11:18:37,148 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-06 00:00:00', NHITS = '7434.7134', Informer = '7367.3164', LSTM = '7467.226', iTransformer = '7465.537', TSMixer = '7406.9355', TSMixerx = '7578.1846', PatchTST = '7458.4346', RNN = '7424.3164', GRU = '7480.518', TCN = '7526.6685', BiTCN = '7446.8755', DilatedRNN = '7527.0156', MLP = '7484.4873', DLinear = '7368.969', NLinear = '7413.825', TFT = '7408.5073', StemGNN = '7417.236', MLPMultivariate = '7500.4634', TiDE = '7402.641', DeepNPTS = '7407.051' WHERE ds = '2024-11-06 00:00:00'
2024-11-07 11:18:39,369 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 11:18:39,369 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 11:18:39,370 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 11:18:39,370 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 11:18:39,534 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:18:39,534 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:18:42,025 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>8.728672872849648
2024-11-07 11:18:42,025 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>8.728672872849648
2024-11-07 11:18:42,028 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:18:42,028 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:18:44,278 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>99.41270758676293
2024-11-07 11:18:44,278 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>99.41270758676293
2024-11-07 11:18:44,280 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:18:44,280 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:18:46,444 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.664542037508998
2024-11-07 11:18:46,444 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.664542037508998
2024-11-07 11:18:46,446 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:18:46,446 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:18:48,764 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.916473021707858
2024-11-07 11:18:48,764 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.916473021707858
2024-11-07 11:18:48,766 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:18:48,766 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:18:50,916 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.160374476076754
2024-11-07 11:18:50,916 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.160374476076754
2024-11-07 11:18:50,918 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:18:50,918 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:18:51,488 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3159172189330464
2024-11-07 11:18:51,488 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3159172189330464
2024-11-07 11:18:51,489 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:18:51,489 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:18:53,204 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.49911350832401
2024-11-07 11:18:53,204 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.49911350832401
2024-11-07 11:18:53,206 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 11:18:53,206 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 11:18:53,598 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 11:18:53,598 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 11:18:56,877 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 11:18:56,877 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 11:18:56,878 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 11:18:56,878 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 11:19:01,698 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-07 11:19:01,698 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-07 11:38:37,418 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 11:40:57,305 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 11:42:49,516 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 11:42:49,516 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-07 11:44:15,802 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2501, 930)
2024-11-07 11:44:16,814 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2501, 636)
2024-11-07 11:44:16,820 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1770, 636)
2024-11-07 11:44:16,824 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1770, 557)
2024-11-07 11:44:21,610 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 11:44:21,612 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 11:44:21,996 - my_logger - INFO -                     <20>ն<EFBFBD>(357)            <20>ܶ<EFBFBD>(195)       <20>¶<EFBFBD>(1)          61<36><31>(1)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>  <20><>ɽ:<3A><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD>:ԭ<><D4AD>  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD>ǧͰ<C7A7>գ<EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>                            
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>                            
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>                            
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>                            
..                      ...                ...         ...             ...
352             C2403150124                                               
353            FVHCM1 INDEX                                               
354     lmcads03 lme comdty                                               
355         GC1 COMB Comdty                                               
356             C2404167855                                               

[357 rows x 4 columns]
2024-11-07 11:44:22,010 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>554<35><34>,<2C>ն<EFBFBD>(357),<2C>ܶ<EFBFBD>(195),<2C>¶<EFBFBD>(1),61<36><31>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 11:44:22,012 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 11:44:23,671 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '75.03' WHERE ds = '2024-11-05 00:00:00'
2024-11-07 11:44:23,672 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 11:44:23,689 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>PatchTST
2024-11-07 11:44:23,705 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 11:44:23,722 - my_logger - INFO - Training set head:
2024-11-07 11:44:23,722 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 572 columns]
2024-11-07 11:44:24,008 - my_logger - INFO - 
Testing set head:
2024-11-07 11:44:24,009 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 572 columns]
2024-11-07 11:51:30,665 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 11:51:30,666 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 11:51:33,251 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 11:51:33,252 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 11:51:33,622 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:51:34,078 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2236571537180296
2024-11-07 11:51:34,080 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:51:35,750 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.80713663445724
2024-11-07 11:51:35,751 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:51:37,677 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.751831492683399
2024-11-07 11:51:37,678 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:51:37,975 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5495964178756472
2024-11-07 11:51:37,976 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:51:39,621 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.895715573826763
2024-11-07 11:51:39,622 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:51:40,079 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6100894874418974
2024-11-07 11:51:40,080 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:51:41,700 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.747273125745146
2024-11-07 11:51:41,701 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:51:43,690 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>75.43963122592632
2024-11-07 11:51:43,691 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:51:45,168 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.176909065750354
2024-11-07 11:51:45,169 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:51:45,460 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0268007380121404
2024-11-07 11:51:45,461 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:51:47,074 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.355097996621248
2024-11-07 11:51:47,076 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 11:51:48,695 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.460922074145275
2024-11-07 11:51:48,696 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 11:51:49,081 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 11:51:53,048 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 11:51:53,049 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 11:51:55,623 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-07 12:44:25,974 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 12:44:25,975 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-07 12:45:52,352 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2501, 930)
2024-11-07 12:45:53,348 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2501, 636)
2024-11-07 12:45:53,353 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1770, 636)
2024-11-07 12:45:53,358 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1770, 557)
2024-11-07 12:45:58,241 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 12:45:58,242 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 12:45:58,637 - my_logger - INFO -                     <20>ն<EFBFBD>(357)            <20>ܶ<EFBFBD>(195)           <20>¶<EFBFBD>(1)      61<36><31>(1)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD>ǧͰ<C7A7>գ<EFBFBD>  <20><>ɽ:<3A><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD>:ԭ<><D4AD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>                            
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>                            
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>                            
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>                            
..                      ...                ...             ...         ...
352             C2403150124                                               
353            FVHCM1 INDEX                                               
354     lmcads03 lme comdty                                               
355         GC1 COMB Comdty                                               
356             C2404167855                                               

[357 rows x 4 columns]
2024-11-07 12:45:58,651 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>554<35><34>,<2C>ն<EFBFBD>(357),<2C>ܶ<EFBFBD>(195),<2C>¶<EFBFBD>(1),61<36><31>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 12:45:58,653 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 12:46:00,157 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '75.03' WHERE ds = '2024-11-05 00:00:00'
2024-11-07 12:46:00,158 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 12:46:00,173 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>PatchTST
2024-11-07 12:46:00,184 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 12:46:00,202 - my_logger - INFO - Training set head:
2024-11-07 12:46:00,202 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 572 columns]
2024-11-07 12:46:00,488 - my_logger - INFO - 
Testing set head:
2024-11-07 12:46:00,488 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 572 columns]
2024-11-07 12:55:03,528 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 12:55:03,530 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 12:55:04,468 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-06 00:00:00', NHITS = '75.66663', Informer = '76.28442', LSTM = '78.03253', iTransformer = '73.94377', TSMixer = '74.65522', TSMixerx = '74.081924', PatchTST = '75.425095', RNN = '79.02649', GRU = '75.851425', TCN = '74.326355', BiTCN = '74.8431', DilatedRNN = '76.27298', MLP = '74.9631', DLinear = '75.093094', NLinear = '75.60724', TFT = '76.81235', StemGNN = '74.89089', MLPMultivariate = '74.60546', TiDE = '74.914154', DeepNPTS = '75.14611' WHERE ds = '2024-11-06 00:00:00'
2024-11-07 12:55:06,115 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 12:55:06,117 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 12:55:06,492 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 12:55:06,965 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2236571537180296
2024-11-07 12:55:06,966 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 12:55:08,674 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.80713663445724
2024-11-07 12:55:08,675 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 12:55:10,667 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.751831492683399
2024-11-07 12:55:10,670 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 12:55:11,026 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5495964178756472
2024-11-07 12:55:11,026 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 12:55:12,647 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.895715573826763
2024-11-07 12:55:12,650 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 12:55:13,113 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6100894874418974
2024-11-07 12:55:13,114 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 12:55:14,790 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.747273125745146
2024-11-07 12:55:14,791 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 12:55:16,828 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>75.43963122592632
2024-11-07 12:55:16,829 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 12:55:18,277 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.176909065750354
2024-11-07 12:55:18,278 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 12:55:18,589 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0268007380121404
2024-11-07 12:55:18,590 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 12:55:20,255 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.355097996621248
2024-11-07 12:55:20,257 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 12:55:21,902 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.460922074145275
2024-11-07 12:55:21,903 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 12:55:22,729 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 12:55:26,686 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 12:55:26,686 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 12:55:32,764 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-07 13:17:14,015 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 13:17:14,017 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-07 13:18:41,956 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2501, 930)
2024-11-07 13:18:42,982 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2501, 636)
2024-11-07 13:18:42,987 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1770, 636)
2024-11-07 13:18:42,992 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1770, 557)
2024-11-07 13:18:47,879 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 13:18:47,882 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 13:18:48,274 - my_logger - INFO -                     <20>ն<EFBFBD>(357)            <20>ܶ<EFBFBD>(195)           <20>¶<EFBFBD>(2)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD>ǧͰ<C7A7>գ<EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>      <20><>ɽ:<3A><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD>:ԭ<><D4AD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>                
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>                
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>                
..                      ...                ...             ...
352             C2403150124                                   
353            FVHCM1 INDEX                                   
354     lmcads03 lme comdty                                   
355         GC1 COMB Comdty                                   
356             C2404167855                                   

[357 rows x 3 columns]
2024-11-07 13:18:48,287 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>554<35><34>,<2C>ն<EFBFBD>(357),<2C>ܶ<EFBFBD>(195),<2C>¶<EFBFBD>(2), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 13:18:48,289 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 13:18:49,836 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '75.03' WHERE ds = '2024-11-05 00:00:00'
2024-11-07 13:18:49,837 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 13:18:49,853 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>PatchTST
2024-11-07 13:18:49,863 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 13:18:49,881 - my_logger - INFO - Training set head:
2024-11-07 13:18:49,882 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 572 columns]
2024-11-07 13:18:50,169 - my_logger - INFO - 
Testing set head:
2024-11-07 13:18:50,170 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 572 columns]
2024-11-07 13:27:06,982 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 13:27:06,983 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 13:27:08,052 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-06 00:00:00', NHITS = '75.66663', Informer = '76.513596', LSTM = '78.03253', iTransformer = '74.78894', TSMixer = '74.65522', TSMixerx = '74.081924', PatchTST = '75.425095', RNN = '79.02649', GRU = '75.851425', TCN = '74.326355', BiTCN = '74.84743', DilatedRNN = '76.27298', MLP = '74.9631', DLinear = '75.093094', NLinear = '75.60724', TFT = '76.81235', FEDformer = '74.02089', StemGNN = '74.72955', MLPMultivariate = '75.07187', TiDE = '74.914154', DeepNPTS = '75.14611' WHERE ds = '2024-11-06 00:00:00'
2024-11-07 13:27:09,965 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 13:27:09,966 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 13:27:10,352 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 13:27:10,820 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2236571537180296
2024-11-07 13:27:10,821 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 13:27:12,617 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.80713663445724
2024-11-07 13:27:12,618 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 13:27:14,686 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.751831492683399
2024-11-07 13:27:14,688 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 13:27:15,009 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5495964178756472
2024-11-07 13:27:15,010 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 13:27:16,709 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.895715573826763
2024-11-07 13:27:16,710 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 13:27:17,200 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6100894874418974
2024-11-07 13:27:17,201 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 13:27:18,962 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.747273125745146
2024-11-07 13:27:18,964 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 13:27:21,104 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>75.43963122592632
2024-11-07 13:27:21,105 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 13:27:22,644 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.176909065750354
2024-11-07 13:27:22,645 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 13:27:22,970 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0268007380121404
2024-11-07 13:27:22,971 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 13:27:24,696 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.355097996621248
2024-11-07 13:27:24,697 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 13:27:26,448 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.460922074145275
2024-11-07 13:27:26,450 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 13:27:26,854 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 13:27:30,797 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 13:27:30,797 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 13:27:36,669 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-07 13:32:14,532 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 13:32:14,533 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-25
2024-11-07 13:34:13,292 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 13:34:13,293 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-25
2024-11-07 13:35:39,545 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2490, 930)
2024-11-07 13:35:40,529 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2490, 625)
2024-11-07 13:35:40,534 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 625)
2024-11-07 13:35:40,539 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 546)
2024-11-07 13:35:45,278 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 13:35:45,281 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 13:35:45,664 - my_logger - INFO -                     <20>ն<EFBFBD>(353)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
348             C2403150124                   
349            FVHCM1 INDEX                   
350     lmcads03 lme comdty                   
351         GC1 COMB Comdty                   
352             C2404167855                   

[353 rows x 2 columns]
2024-11-07 13:35:45,677 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>543<34><33>,<2C>ն<EFBFBD>(353),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 13:35:45,678 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 13:35:47,205 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 13:41:34,553 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 13:41:34,555 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-25
2024-11-07 13:43:01,322 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2490, 930)
2024-11-07 13:43:02,344 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2490, 625)
2024-11-07 13:43:02,349 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 625)
2024-11-07 13:43:02,354 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 546)
2024-11-07 13:43:07,064 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 13:43:07,065 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 13:43:07,451 - my_logger - INFO -                     <20>ն<EFBFBD>(353)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
348             C2403150124                   
349            FVHCM1 INDEX                   
350     lmcads03 lme comdty                   
351         GC1 COMB Comdty                   
352             C2404167855                   

[353 rows x 2 columns]
2024-11-07 13:43:07,463 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>543<34><33>,<2C>ն<EFBFBD>(353),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 13:43:07,465 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 13:43:08,886 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-07 13:43:08,886 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 13:43:08,902 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-07 13:43:08,913 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 13:43:08,931 - my_logger - INFO - Training set head:
2024-11-07 13:43:08,932 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 561 columns]
2024-11-07 13:43:09,231 - my_logger - INFO - 
Testing set head:
2024-11-07 13:43:09,232 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0     69384.0  ...           0.0               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 561 columns]
2024-11-07 13:50:30,915 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 13:50:30,916 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 13:53:41,938 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 13:53:41,939 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-25
2024-11-07 13:55:08,144 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2490, 930)
2024-11-07 13:55:09,138 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2490, 625)
2024-11-07 13:55:09,143 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 625)
2024-11-07 13:55:09,148 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 546)
2024-11-07 13:55:13,899 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 13:55:13,900 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 13:55:14,293 - my_logger - INFO -                     <20>ն<EFBFBD>(353)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
348             C2403150124                   
349            FVHCM1 INDEX                   
350     lmcads03 lme comdty                   
351         GC1 COMB Comdty                   
352             C2404167855                   

[353 rows x 2 columns]
2024-11-07 13:55:14,305 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>543<34><33>,<2C>ն<EFBFBD>(353),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 13:55:14,306 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 13:55:15,829 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-07 13:55:15,830 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 13:55:15,846 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-07 13:55:15,863 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 13:55:15,884 - my_logger - INFO - Training set head:
2024-11-07 13:55:15,885 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 561 columns]
2024-11-07 13:55:16,172 - my_logger - INFO - 
Testing set head:
2024-11-07 13:55:16,173 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0     69384.0  ...           0.0               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 561 columns]
2024-11-07 14:04:17,050 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 14:04:17,051 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 14:04:19,811 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 14:04:19,811 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 14:04:20,178 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 14:04:20,659 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.217152239699212
2024-11-07 14:04:20,661 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 14:04:22,394 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.3702102677255
2024-11-07 14:04:22,395 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 14:04:24,525 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.531343912790739
2024-11-07 14:04:24,527 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 14:04:24,867 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5500443529387788
2024-11-07 14:04:24,868 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 14:04:26,590 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.90185005982164
2024-11-07 14:04:26,591 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 14:04:27,080 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.611349956994218
2024-11-07 14:04:27,081 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 14:04:28,885 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74899466223315
2024-11-07 14:04:28,886 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 14:04:30,985 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>73.8202116202404
2024-11-07 14:04:30,986 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 14:04:32,565 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.183295534845926
2024-11-07 14:04:32,566 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 14:04:32,879 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0276073890794504
2024-11-07 14:04:32,880 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 14:04:34,587 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34319101020204
2024-11-07 14:04:34,589 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 14:04:36,798 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143260984964495
2024-11-07 14:04:36,799 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 14:04:37,204 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 14:04:41,185 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 14:04:41,186 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 14:04:47,712 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-07 14:05:46,084 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 14:05:46,085 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-07 14:07:12,812 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 930)
2024-11-07 14:07:13,811 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 628)
2024-11-07 14:07:13,817 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 628)
2024-11-07 14:07:13,823 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 549)
2024-11-07 14:07:18,462 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 14:07:18,465 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 14:07:18,866 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 14:07:18,877 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 14:07:18,879 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 14:07:20,396 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', y = '71.0' WHERE ds = '2024-10-28 00:00:00'
2024-11-07 14:07:20,401 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 14:07:20,417 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>NHITS
2024-11-07 14:07:20,427 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 14:07:20,448 - my_logger - INFO - Training set head:
2024-11-07 14:07:20,449 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 564 columns]
2024-11-07 14:07:20,739 - my_logger - INFO - 
Testing set head:
2024-11-07 14:07:20,739 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0     69384.0  ...           0.0               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 564 columns]
2024-11-07 14:14:08,018 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 14:14:08,019 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 14:27:39,186 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 14:27:39,187 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-07 14:31:32,277 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 930)
2024-11-07 14:31:34,425 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 628)
2024-11-07 14:31:34,431 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 628)
2024-11-07 14:31:34,437 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 549)
2024-11-07 14:31:47,153 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 14:31:47,156 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 14:31:48,234 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 14:31:48,263 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 14:31:48,265 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 14:31:50,004 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', y = '71.0' WHERE ds = '2024-10-28 00:00:00'
2024-11-07 14:31:50,005 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 14:31:50,037 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>NHITS
2024-11-07 14:31:50,053 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 14:31:50,053 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 14:31:50,054 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 14:34:35,206 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 14:34:35,207 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-07 14:38:25,975 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 930)
2024-11-07 14:38:28,128 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 628)
2024-11-07 14:38:28,134 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 628)
2024-11-07 14:38:28,141 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 549)
2024-11-07 14:38:40,019 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 14:38:40,022 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 14:38:41,071 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 14:38:41,099 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 14:38:41,101 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 14:38:42,759 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', y = '71.0' WHERE ds = '2024-10-28 00:00:00'
2024-11-07 14:38:42,760 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 14:38:42,792 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>NHITS
2024-11-07 14:38:42,808 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 14:38:42,808 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 14:38:42,809 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 14:41:23,786 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 14:41:23,787 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-07 14:45:14,448 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 930)
2024-11-07 14:45:16,671 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 628)
2024-11-07 14:45:16,677 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 628)
2024-11-07 14:45:16,683 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 549)
2024-11-07 14:45:28,860 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 14:45:28,863 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 14:45:29,951 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 14:45:29,979 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 14:45:29,980 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 14:45:31,710 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', y = '71.0' WHERE ds = '2024-10-28 00:00:00'
2024-11-07 14:45:31,711 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 14:45:31,743 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>NHITS
2024-11-07 14:45:31,758 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 14:45:31,759 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 14:45:31,760 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 14:49:17,790 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 14:49:17,791 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-07 14:50:43,565 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 930)
2024-11-07 14:50:44,555 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 628)
2024-11-07 14:50:44,559 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 628)
2024-11-07 14:50:44,564 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 549)
2024-11-07 14:50:49,407 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 14:50:49,409 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 14:50:49,800 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 14:50:49,812 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 14:50:49,813 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 14:50:51,248 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', y = '71.0' WHERE ds = '2024-10-28 00:00:00'
2024-11-07 14:50:51,249 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 14:50:51,264 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>NHITS
2024-11-07 14:50:51,278 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 14:50:51,279 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 14:50:51,280 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 14:52:56,131 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 14:52:56,131 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-07 14:54:24,792 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 930)
2024-11-07 14:54:25,792 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 628)
2024-11-07 14:54:25,797 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 628)
2024-11-07 14:54:25,802 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 549)
2024-11-07 14:54:30,541 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 14:54:30,543 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 14:54:30,945 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 14:54:30,957 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 14:54:30,958 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 14:54:32,388 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', y = '71.0' WHERE ds = '2024-10-28 00:00:00'
2024-11-07 14:54:32,389 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 14:54:32,404 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>NHITS
2024-11-07 14:54:32,419 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 14:54:32,419 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 14:54:32,420 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 14:58:40,706 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 14:58:40,707 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-07 15:02:32,052 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 930)
2024-11-07 15:02:34,244 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 628)
2024-11-07 15:02:34,250 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 628)
2024-11-07 15:02:34,257 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 549)
2024-11-07 15:02:46,219 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 15:02:46,222 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 15:02:47,277 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 15:02:47,303 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 15:02:47,305 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 15:02:49,011 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', y = '71.0' WHERE ds = '2024-10-28 00:00:00'
2024-11-07 15:02:49,012 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 15:02:49,044 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>NHITS
2024-11-07 15:02:49,059 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 15:02:49,060 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 15:02:49,061 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 15:09:02,227 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 15:09:02,229 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-07 15:12:54,515 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 930)
2024-11-07 15:12:56,736 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 628)
2024-11-07 15:12:56,746 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 628)
2024-11-07 15:12:56,752 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 549)
2024-11-07 15:13:08,906 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 15:13:08,910 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 15:13:09,981 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 15:13:10,007 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 15:13:10,009 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 15:13:11,738 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', y = '71.0' WHERE ds = '2024-10-28 00:00:00'
2024-11-07 15:13:11,739 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 15:13:11,770 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>NHITS
2024-11-07 15:13:11,785 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 15:13:11,786 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 15:13:11,786 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 15:16:42,365 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 15:16:42,367 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-07 15:20:35,912 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 930)
2024-11-07 15:20:38,154 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 628)
2024-11-07 15:20:38,161 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 628)
2024-11-07 15:20:38,167 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 549)
2024-11-07 15:20:50,449 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 15:20:50,452 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 15:20:51,582 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 15:20:51,610 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 15:20:51,612 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 15:20:53,335 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', y = '71.0' WHERE ds = '2024-10-28 00:00:00'
2024-11-07 15:20:53,336 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 15:20:53,368 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>NHITS
2024-11-07 15:20:53,383 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 15:20:53,384 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 15:20:53,384 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 15:22:48,340 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', NHITS = '71.95212', Informer = '73.32876', LSTM = '70.823456', iTransformer = '72.47994', TSMixer = '72.424866', TSMixerx = '71.88028', PatchTST = '72.3872', RNN = '51.000645', GRU = '71.613976', TCN = '73.9822', BiTCN = '72.74722', DilatedRNN = '72.03963', MLP = '73.16691', DLinear = '73.7958', NLinear = '71.165115', TFT = '71.57996', StemGNN = '74.69301', MLPMultivariate = '73.251854', TiDE = '71.87984', DeepNPTS = '73.69239' WHERE ds = '2024-10-29 00:00:00'
2024-11-07 15:23:58,438 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 15:23:58,439 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 15:23:58,890 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:23:59,886 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2171063065604213
2024-11-07 15:23:59,888 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:24:03,747 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.36004723440129
2024-11-07 15:24:03,749 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:24:07,282 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.529313125239998
2024-11-07 15:24:07,284 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:24:07,947 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5498484047524501
2024-11-07 15:24:07,949 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:24:11,482 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.900427715445381
2024-11-07 15:24:11,484 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:24:12,466 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6110372969728046
2024-11-07 15:24:12,467 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:24:16,399 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74552188210093
2024-11-07 15:24:16,401 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:24:19,899 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.66597103864117
2024-11-07 15:24:19,901 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:24:23,040 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.18238300245803
2024-11-07 15:24:23,043 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:24:23,682 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275708634790275
2024-11-07 15:24:23,683 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:24:27,649 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34341563584218
2024-11-07 15:24:27,651 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:24:31,176 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143035955883262
2024-11-07 15:24:31,178 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 15:24:31,960 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 15:24:39,545 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 15:24:39,545 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 15:24:42,360 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-07 15:26:23,671 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 15:26:23,672 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-07 15:27:49,772 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-07 15:27:50,753 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 628)
2024-11-07 15:27:50,758 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 628)
2024-11-07 15:27:50,762 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 549)
2024-11-07 15:27:55,611 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 15:27:55,613 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 15:27:55,993 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 15:27:56,005 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 15:27:56,006 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 15:27:57,495 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-07 15:27:57,498 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 15:27:57,514 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>NHITS
2024-11-07 15:27:57,524 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 15:27:57,524 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 15:27:57,525 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 15:27:58,790 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', NHITS = '71.95212', Informer = '73.32876', LSTM = '70.823456', iTransformer = '72.47994', TSMixer = '72.424866', TSMixerx = '71.88028', PatchTST = '72.3872', RNN = '51.000645', GRU = '71.613976', TCN = '73.9822', BiTCN = '72.74722', DilatedRNN = '72.03963', MLP = '73.16691', DLinear = '73.7958', NLinear = '71.165115', TFT = '71.57996', StemGNN = '74.69301', MLPMultivariate = '73.251854', TiDE = '71.87984', DeepNPTS = '73.69239' WHERE ds = '2024-10-29 00:00:00'
2024-11-07 15:28:00,430 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 15:28:00,431 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 15:28:00,793 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:28:01,237 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2169389859283228
2024-11-07 15:28:01,239 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:28:03,204 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.34978693834032
2024-11-07 15:28:03,205 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:28:04,842 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.527125996889247
2024-11-07 15:28:04,843 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:28:05,145 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5496334422133744
2024-11-07 15:28:05,146 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:28:06,772 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.898881952036334
2024-11-07 15:28:06,773 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:28:07,242 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610703149129728
2024-11-07 15:28:07,244 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:28:09,253 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74147842565216
2024-11-07 15:28:09,254 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:29:16,669 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 15:29:16,670 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-07 15:30:41,453 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-07 15:30:42,436 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 628)
2024-11-07 15:30:42,441 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 628)
2024-11-07 15:30:42,446 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 549)
2024-11-07 15:30:47,112 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 15:30:47,114 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 15:30:47,496 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 15:30:47,509 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 15:30:47,510 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 15:30:48,967 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-07 15:30:48,967 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 15:30:48,983 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>NHITS
2024-11-07 15:30:48,993 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 15:30:49,010 - my_logger - INFO - Training set head:
2024-11-07 15:30:49,011 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 564 columns]
2024-11-07 15:30:49,293 - my_logger - INFO - 
Testing set head:
2024-11-07 15:30:49,294 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0     69384.0  ...           0.0               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 564 columns]
2024-11-07 15:37:42,325 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 15:37:42,326 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 15:37:45,013 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 15:37:45,014 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 15:37:45,371 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:37:45,846 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2169389859283228
2024-11-07 15:37:45,847 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:37:47,553 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.34978693834032
2024-11-07 15:37:47,554 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:37:49,478 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.527125996889247
2024-11-07 15:37:49,479 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:37:49,770 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5496334422133744
2024-11-07 15:37:49,771 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:37:51,407 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.898881952036334
2024-11-07 15:37:51,408 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:37:51,873 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610703149129728
2024-11-07 15:37:51,874 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:37:53,561 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74147842565216
2024-11-07 15:37:53,562 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:37:55,569 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.65377381137546
2024-11-07 15:37:55,570 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:37:57,008 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.181465055386917
2024-11-07 15:37:57,009 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:37:57,333 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275137294324261
2024-11-07 15:37:57,335 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:37:58,971 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34340093640212
2024-11-07 15:37:58,972 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:38:01,068 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14273949600039
2024-11-07 15:38:01,070 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 15:38:01,487 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 15:38:05,458 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 15:38:05,460 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 15:38:11,822 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-07 15:41:57,471 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 15:41:57,472 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-30
2024-11-07 15:43:24,641 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2495, 930)
2024-11-07 15:43:25,653 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2495, 628)
2024-11-07 15:43:25,659 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1766, 628)
2024-11-07 15:43:25,666 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1766, 549)
2024-11-07 15:43:30,447 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 15:43:30,450 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 15:43:30,838 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 15:43:30,849 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 15:43:30,851 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 15:43:32,388 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', y = '72.16' WHERE ds = '2024-10-30 00:00:00'
2024-11-07 15:43:32,392 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 15:43:32,407 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>NHITS
2024-11-07 15:43:32,417 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 15:43:32,435 - my_logger - INFO - Training set head:
2024-11-07 15:43:32,436 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 564 columns]
2024-11-07 15:43:32,725 - my_logger - INFO - 
Testing set head:
2024-11-07 15:43:32,725 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 564 columns]
2024-11-07 15:50:09,498 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 15:50:09,499 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 15:50:12,102 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 15:50:12,103 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 15:50:12,476 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:50:12,942 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2175358910941418
2024-11-07 15:50:12,943 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:50:14,657 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.28967179521555
2024-11-07 15:50:14,659 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:50:16,642 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.525781568032635
2024-11-07 15:50:16,644 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:50:16,944 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.549523664043174
2024-11-07 15:50:16,945 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:50:18,561 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.897755337034983
2024-11-07 15:50:18,562 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:50:19,016 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6104837226531727
2024-11-07 15:50:19,017 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:50:20,665 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74002870686131
2024-11-07 15:50:20,666 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:50:22,662 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.06734384171318
2024-11-07 15:50:22,662 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:50:24,121 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.180576385560894
2024-11-07 15:50:24,122 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:50:24,432 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0274228259138274
2024-11-07 15:50:24,432 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:50:26,001 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34462246265804
2024-11-07 15:50:26,002 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 15:50:27,657 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.142900618539196
2024-11-07 15:50:27,658 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 15:50:28,448 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 15:50:32,389 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 15:50:32,390 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 15:50:38,381 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-07 15:51:17,629 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 15:51:17,630 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-31
2024-11-07 15:52:44,021 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2496, 930)
2024-11-07 15:52:45,008 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2496, 630)
2024-11-07 15:52:45,013 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1767, 630)
2024-11-07 15:52:45,019 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1767, 551)
2024-11-07 15:52:49,749 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 15:52:49,751 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 15:52:50,132 - my_logger - INFO -                     <20>ն<EFBFBD>(357)            <20>ܶ<EFBFBD>(190)           <20>¶<EFBFBD>(1)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD>ǧͰ<C7A7>գ<EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>                
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>                
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>                
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>                
..                      ...                ...             ...
352             C2403150124                                   
353            FVHCM1 INDEX                                   
354     lmcads03 lme comdty                                   
355         GC1 COMB Comdty                                   
356             C2404167855                                   

[357 rows x 3 columns]
2024-11-07 15:52:50,146 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>548<34><38>,<2C>ն<EFBFBD>(357),<2C>ܶ<EFBFBD>(190),<2C>¶<EFBFBD>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 15:52:50,148 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 15:52:51,663 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-31 00:00:00', y = '72.81' WHERE ds = '2024-10-31 00:00:00'
2024-11-07 15:52:51,667 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 15:52:51,685 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>NHITS
2024-11-07 15:52:51,695 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 15:52:51,714 - my_logger - INFO - Training set head:
2024-11-07 15:52:51,715 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 566 columns]
2024-11-07 15:52:52,022 - my_logger - INFO - 
Testing set head:
2024-11-07 15:52:52,023 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 566 columns]
2024-11-07 16:00:43,856 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 16:00:43,857 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 16:00:46,470 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 16:00:46,471 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 16:00:46,847 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:00:47,328 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2184726958129715
2024-11-07 16:00:47,330 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:00:49,081 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.85097823156127
2024-11-07 16:00:49,082 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:00:51,089 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.524781089112889
2024-11-07 16:00:51,090 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:00:51,413 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5494604798948044
2024-11-07 16:00:51,414 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:00:53,073 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.896880805926513
2024-11-07 16:00:53,074 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:00:53,539 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6103197627496835
2024-11-07 16:00:53,540 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:00:55,259 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.73983060226348
2024-11-07 16:00:55,260 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:00:57,325 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>73.83779308597283
2024-11-07 16:00:57,326 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:00:58,861 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.179689363896115
2024-11-07 16:00:58,862 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:00:59,166 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.02731770126438
2024-11-07 16:00:59,168 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:01:00,798 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.346398731964502
2024-11-07 16:01:00,798 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:01:02,453 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.460557613236734
2024-11-07 16:01:02,454 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 16:01:02,843 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 16:01:07,269 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 16:01:07,270 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 16:01:13,294 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-07 16:02:19,510 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 16:02:19,511 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-11-01
2024-11-07 16:03:45,776 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2497, 930)
2024-11-07 16:03:46,785 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2497, 636)
2024-11-07 16:03:46,791 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1768, 636)
2024-11-07 16:03:46,797 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1768, 557)
2024-11-07 16:03:51,525 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 16:03:51,527 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 16:03:51,915 - my_logger - INFO -                     <20>ն<EFBFBD>(357)            <20>ܶ<EFBFBD>(195)           <20>¶<EFBFBD>(1)      61<36><31>(1)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD>ǧͰ<C7A7>գ<EFBFBD>  <20><>ɽ:<3A><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD>:ԭ<><D4AD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>                            
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>                            
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>                            
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>                            
..                      ...                ...             ...         ...
352             C2403150124                                               
353            FVHCM1 INDEX                                               
354     lmcads03 lme comdty                                               
355         GC1 COMB Comdty                                               
356             C2404167855                                               

[357 rows x 4 columns]
2024-11-07 16:03:51,929 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>554<35><34>,<2C>ն<EFBFBD>(357),<2C>ܶ<EFBFBD>(195),<2C>¶<EFBFBD>(1),61<36><31>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 16:03:51,930 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 16:03:53,451 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-01 00:00:00', y = '73.1' WHERE ds = '2024-11-01 00:00:00'
2024-11-07 16:03:53,455 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 16:03:53,471 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>NHITS
2024-11-07 16:03:53,481 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 16:03:53,499 - my_logger - INFO - Training set head:
2024-11-07 16:03:53,500 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 572 columns]
2024-11-07 16:03:53,787 - my_logger - INFO - 
Testing set head:
2024-11-07 16:03:53,787 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 572 columns]
2024-11-07 16:11:11,156 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 16:11:11,157 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 16:11:13,844 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 16:11:13,844 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 16:11:14,222 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:11:14,688 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2195561801649653
2024-11-07 16:11:14,690 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:11:16,425 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.8287730410694
2024-11-07 16:11:16,426 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:11:18,418 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.75211902049459
2024-11-07 16:11:18,419 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:11:18,715 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5494180182437378
2024-11-07 16:11:18,716 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:11:20,339 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.8961334530789635
2024-11-07 16:11:20,339 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:11:20,813 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610143318202318
2024-11-07 16:11:20,814 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:11:22,438 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.740160565420304
2024-11-07 16:11:22,439 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:11:24,483 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>75.5829296801632
2024-11-07 16:11:24,484 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:11:25,984 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.178801881104459
2024-11-07 16:11:25,985 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:11:26,297 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0271969814006003
2024-11-07 16:11:26,298 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:11:27,899 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.348350677681264
2024-11-07 16:11:27,900 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:11:29,562 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.460736202771775
2024-11-07 16:11:29,563 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 16:11:30,002 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 16:11:33,932 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 16:11:33,933 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 16:11:40,175 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-07 16:18:06,548 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 16:18:06,549 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-07 16:19:33,814 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 930)
2024-11-07 16:19:34,809 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 628)
2024-11-07 16:19:34,815 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 628)
2024-11-07 16:19:34,820 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 549)
2024-11-07 16:19:39,650 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 16:19:39,652 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 16:19:40,052 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 16:19:40,064 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 16:19:40,066 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 16:19:41,576 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 16:19:41,590 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-07 16:19:41,606 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 16:19:41,630 - my_logger - INFO - Training set head:
2024-11-07 16:19:41,631 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 564 columns]
2024-11-07 16:19:41,933 - my_logger - INFO - 
Testing set head:
2024-11-07 16:19:41,935 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0     69384.0  ...           0.0               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 564 columns]
2024-11-07 16:26:58,158 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 16:26:58,159 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 16:27:00,780 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 16:27:00,781 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 16:27:01,153 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:27:01,660 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2171063065604213
2024-11-07 16:27:01,662 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:27:03,409 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.36004723440129
2024-11-07 16:27:03,410 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:27:05,398 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.529313125239998
2024-11-07 16:27:05,400 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:27:05,720 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5498484047524501
2024-11-07 16:27:05,721 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:27:07,373 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.900427715445381
2024-11-07 16:27:07,374 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:27:07,836 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6110372969728046
2024-11-07 16:27:07,837 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:27:09,585 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74552188210093
2024-11-07 16:27:09,586 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:27:11,637 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.66597103864117
2024-11-07 16:27:11,637 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:27:13,105 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.18238300245803
2024-11-07 16:27:13,106 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:27:13,411 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275708634790275
2024-11-07 16:27:13,412 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:27:15,070 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34341563584218
2024-11-07 16:27:15,071 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:27:17,477 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143035955883262
2024-11-07 16:27:17,478 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 16:27:17,919 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 16:27:22,144 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 16:27:22,144 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 16:27:28,283 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-07 16:42:00,317 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 16:42:00,318 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-07 16:45:49,019 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 930)
2024-11-07 16:45:51,220 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 628)
2024-11-07 16:45:51,226 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 628)
2024-11-07 16:45:51,233 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 549)
2024-11-07 16:46:03,109 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 16:46:03,112 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 16:46:04,149 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 16:46:04,184 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 16:46:04,185 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 16:46:05,992 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', y = '71.0' WHERE ds = '2024-10-28 00:00:00'
2024-11-07 16:46:05,993 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 16:46:06,026 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-07 16:46:06,037 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 16:46:06,038 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 16:46:06,038 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 16:57:45,725 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', NHITS = '71.95212', Informer = '73.3765', LSTM = '70.823456', iTransformer = '74.18783', TSMixer = '72.424866', TSMixerx = '71.88028', PatchTST = '72.3872', RNN = '51.000645', GRU = '71.613976', TCN = '73.9822', BiTCN = '72.746956', DilatedRNN = '72.03963', MLP = '73.16691', DLinear = '73.7958', NLinear = '71.165115', TFT = '71.57996', StemGNN = '74.590614', MLPMultivariate = '71.759125', TiDE = '71.87984', DeepNPTS = '73.69239' WHERE ds = '2024-10-29 00:00:00'
2024-11-07 16:57:50,857 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 16:57:50,858 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 16:57:51,548 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:57:53,109 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2171063065604213
2024-11-07 16:57:53,114 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:57:59,590 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.36004723440129
2024-11-07 16:57:59,592 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:58:05,468 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.529313125239998
2024-11-07 16:58:05,470 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:58:06,452 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5498484047524501
2024-11-07 16:58:06,454 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:58:12,276 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.900427715445381
2024-11-07 16:58:12,279 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:58:13,857 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6110372969728046
2024-11-07 16:58:13,859 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:58:20,267 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74552188210093
2024-11-07 16:58:20,271 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:58:26,188 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.66597103864117
2024-11-07 16:58:26,191 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:58:31,550 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.18238300245803
2024-11-07 16:58:31,553 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:58:32,609 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275708634790275
2024-11-07 16:58:32,612 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:58:39,026 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34341563584218
2024-11-07 16:58:39,029 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 16:58:44,758 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143035955883262
2024-11-07 16:58:44,761 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 16:58:46,010 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 16:58:57,708 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 16:58:57,709 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 16:59:01,109 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-07 17:03:48,782 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 17:03:48,783 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-07 17:06:15,081 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 930)
2024-11-07 17:06:16,619 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 628)
2024-11-07 17:06:16,624 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 628)
2024-11-07 17:06:16,630 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 549)
2024-11-07 17:06:24,382 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 17:06:24,385 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 17:06:25,028 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 17:06:25,040 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 17:06:25,043 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 17:06:27,295 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', y = '71.0' WHERE ds = '2024-10-28 00:00:00'
2024-11-07 17:06:27,297 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 17:06:27,327 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-07 17:06:27,341 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 17:06:27,361 - my_logger - INFO - Training set head:
2024-11-07 17:06:27,362 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 564 columns]
2024-11-07 17:06:27,806 - my_logger - INFO - 
Testing set head:
2024-11-07 17:06:27,807 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0     69384.0  ...           0.0               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 564 columns]
2024-11-07 17:21:14,261 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 17:21:14,263 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 17:23:27,561 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 17:23:27,562 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-07 17:26:04,153 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 930)
2024-11-07 17:26:05,832 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 628)
2024-11-07 17:26:05,840 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 628)
2024-11-07 17:26:05,847 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 549)
2024-11-07 17:26:14,255 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 17:26:14,259 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 17:26:14,876 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 17:26:14,893 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 17:26:14,895 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 17:26:17,285 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', y = '71.0' WHERE ds = '2024-10-28 00:00:00'
2024-11-07 17:26:17,286 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 17:26:17,318 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-07 17:26:17,347 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 17:26:17,348 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 17:26:17,349 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 17:26:19,030 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', NHITS = '71.95212', Informer = '73.573395', LSTM = '70.823456', iTransformer = '70.60455', TSMixer = '72.424866', TSMixerx = '71.88028', PatchTST = '72.3872', RNN = '51.000645', GRU = '71.613976', TCN = '73.9822', BiTCN = '72.74657', DilatedRNN = '72.03963', MLP = '73.16691', DLinear = '73.7958', NLinear = '71.165115', TFT = '71.57996', FEDformer = '72.16687', StemGNN = '74.57308', MLPMultivariate = '71.91764', TiDE = '71.87984', DeepNPTS = '73.69239' WHERE ds = '2024-10-29 00:00:00'
2024-11-07 17:26:21,804 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 17:26:21,806 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 17:26:22,277 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:26:23,095 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2171063065604213
2024-11-07 17:26:23,097 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:26:26,072 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.36004723440129
2024-11-07 17:26:26,074 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:26:28,669 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.529313125239998
2024-11-07 17:26:28,671 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:26:29,127 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5498484047524501
2024-11-07 17:26:29,129 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:26:31,561 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.900427715445381
2024-11-07 17:26:31,563 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:26:32,322 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6110372969728046
2024-11-07 17:26:32,324 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:26:35,525 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74552188210093
2024-11-07 17:26:35,526 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:26:38,173 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.66597103864117
2024-11-07 17:26:38,175 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:26:40,366 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.18238300245803
2024-11-07 17:26:40,367 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:26:40,826 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275708634790275
2024-11-07 17:26:40,827 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:26:43,863 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34341563584218
2024-11-07 17:26:43,865 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:26:46,450 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143035955883262
2024-11-07 17:26:46,451 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 17:26:47,039 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 17:26:53,219 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 17:26:53,219 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 17:26:59,436 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-07 17:32:49,837 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-07 17:32:49,839 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-07 17:35:17,909 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-07 17:35:19,512 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 628)
2024-11-07 17:35:19,520 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 628)
2024-11-07 17:35:19,527 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 549)
2024-11-07 17:35:27,790 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 17:35:27,794 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-07 17:35:28,505 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-07 17:35:28,526 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-07 17:35:28,528 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-07 17:35:31,167 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-07 17:35:31,178 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-07 17:35:31,209 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>LSTM
2024-11-07 17:35:31,226 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-07 17:35:31,256 - my_logger - INFO - Training set head:
2024-11-07 17:35:31,257 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 564 columns]
2024-11-07 17:35:31,767 - my_logger - INFO - 
Testing set head:
2024-11-07 17:35:31,768 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0     69384.0  ...           0.0               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 564 columns]
2024-11-07 17:48:15,393 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 17:48:15,394 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-07 17:48:19,376 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-07 17:48:19,377 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-07 17:48:19,885 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:48:20,552 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2169389859283228
2024-11-07 17:48:20,554 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:48:23,077 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.34978693834032
2024-11-07 17:48:23,078 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:48:26,058 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.527125996889247
2024-11-07 17:48:26,060 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:48:26,550 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5496334422133744
2024-11-07 17:48:26,551 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:48:29,054 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.898881952036334
2024-11-07 17:48:29,056 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:48:29,682 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610703149129728
2024-11-07 17:48:29,683 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:48:32,155 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74147842565216
2024-11-07 17:48:32,157 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:48:35,278 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.65377381137546
2024-11-07 17:48:35,279 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:48:37,530 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.181465055386917
2024-11-07 17:48:37,532 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:48:38,028 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275137294324261
2024-11-07 17:48:38,029 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:48:40,650 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34340093640212
2024-11-07 17:48:40,652 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-07 17:48:43,118 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14273949600039
2024-11-07 17:48:43,120 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-07 17:48:43,719 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-07 17:48:50,363 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-07 17:48:50,364 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-07 17:48:57,360 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-08 11:13:00,378 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 11:13:00,379 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-30
2024-11-08 11:14:28,570 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2495, 930)
2024-11-08 11:14:29,574 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2495, 622)
2024-11-08 11:14:29,579 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1766, 622)
2024-11-08 11:14:29,583 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1766, 545)
2024-11-08 11:14:34,705 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 11:14:34,707 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 11:14:35,094 - my_logger - INFO -                     <20>ն<EFBFBD>(352)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
347             C2403150124                   
348            FVHCM1 INDEX                   
349     lmcads03 lme comdty                   
350         GC1 COMB Comdty                   
351             C2404167855                   

[352 rows x 2 columns]
2024-11-08 11:14:35,105 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>542<34><32>,<2C>ն<EFBFBD>(352),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 11:14:35,106 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 11:14:37,549 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', y = '72.16' WHERE ds = '2024-10-30 00:00:00'
2024-11-08 11:14:37,560 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 11:14:37,579 - my_logger - INFO - Training set head:
2024-11-08 11:14:37,579 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 560 columns]
2024-11-08 11:14:37,902 - my_logger - INFO - 
Testing set head:
2024-11-08 11:14:37,903 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 560 columns]
2024-11-08 11:21:16,506 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 11:21:16,506 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 11:21:19,144 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-08 11:21:19,145 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-08 11:21:19,502 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:21:19,963 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2175358910941418
2024-11-08 11:21:19,964 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:21:21,665 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.82888243995313
2024-11-08 11:21:21,666 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:21:23,633 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.525781568032635
2024-11-08 11:21:23,634 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:21:23,940 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.549523664043174
2024-11-08 11:21:23,941 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:21:25,597 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.897755337034983
2024-11-08 11:21:25,598 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:21:26,090 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6104837226531727
2024-11-08 11:21:26,091 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:21:27,758 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74002870686131
2024-11-08 11:21:27,760 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:21:29,802 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.06734384171318
2024-11-08 11:21:29,804 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:21:31,301 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.180576385560894
2024-11-08 11:21:31,303 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:21:31,623 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0274228259138274
2024-11-08 11:21:31,624 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:21:33,240 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34462246265804
2024-11-08 11:21:33,241 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:21:35,320 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.142900618539196
2024-11-08 11:21:35,322 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-08 11:21:35,711 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-08 11:21:39,640 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-08 11:21:39,640 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 11:21:42,070 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-08 11:29:31,079 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 11:29:31,080 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-31
2024-11-08 11:30:58,223 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2496, 930)
2024-11-08 11:30:59,228 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2496, 628)
2024-11-08 11:30:59,234 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1767, 628)
2024-11-08 11:30:59,238 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1767, 551)
2024-11-08 11:31:04,002 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 11:31:04,004 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 11:31:04,387 - my_logger - INFO -                     <20>ն<EFBFBD>(357)            <20>ܶ<EFBFBD>(190)           <20>¶<EFBFBD>(1)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD>ǧͰ<C7A7>գ<EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>                
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>                
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>                
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>                
..                      ...                ...             ...
352             C2403150124                                   
353            FVHCM1 INDEX                                   
354     lmcads03 lme comdty                                   
355         GC1 COMB Comdty                                   
356             C2404167855                                   

[357 rows x 3 columns]
2024-11-08 11:31:04,400 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>548<34><38>,<2C>ն<EFBFBD>(357),<2C>ܶ<EFBFBD>(190),<2C>¶<EFBFBD>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 11:31:04,402 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 11:31:05,858 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-31 00:00:00', y = '72.81' WHERE ds = '2024-10-31 00:00:00'
2024-11-08 11:31:05,861 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 11:31:05,877 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>LSTM
2024-11-08 11:31:05,888 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 11:31:05,906 - my_logger - INFO - Training set head:
2024-11-08 11:31:05,906 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 566 columns]
2024-11-08 11:31:06,200 - my_logger - INFO - 
Testing set head:
2024-11-08 11:31:06,201 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 566 columns]
2024-11-08 11:40:29,079 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 11:40:29,079 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 11:40:31,785 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-08 11:40:31,786 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-08 11:40:32,148 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:40:32,611 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2184726958129715
2024-11-08 11:40:32,613 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:40:34,360 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.85097823156127
2024-11-08 11:40:34,361 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:40:36,338 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.524781089112889
2024-11-08 11:40:36,339 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:40:36,689 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5494604798948044
2024-11-08 11:40:36,690 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:40:38,362 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.896880805926513
2024-11-08 11:40:38,363 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:40:38,841 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6103197627496835
2024-11-08 11:40:38,842 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:40:40,534 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.73983060226348
2024-11-08 11:40:40,535 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:40:42,641 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>73.83779308597283
2024-11-08 11:40:42,642 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:40:44,243 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.179689363896115
2024-11-08 11:40:44,244 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:40:44,592 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.02731770126438
2024-11-08 11:40:44,593 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:40:46,347 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.346398731964502
2024-11-08 11:40:46,348 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 11:40:48,477 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.460557613236734
2024-11-08 11:40:48,478 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-08 11:40:48,934 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-08 11:40:53,666 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-08 11:40:53,666 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 11:40:56,204 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-08 13:13:34,406 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 13:13:34,407 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-30
2024-11-08 13:14:59,761 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2495, 930)
2024-11-08 13:15:00,754 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2495, 622)
2024-11-08 13:15:00,759 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1766, 622)
2024-11-08 13:15:00,763 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1766, 545)
2024-11-08 13:15:05,611 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 13:15:05,613 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 13:15:06,005 - my_logger - INFO -                     <20>ն<EFBFBD>(352)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
347             C2403150124                   
348            FVHCM1 INDEX                   
349     lmcads03 lme comdty                   
350         GC1 COMB Comdty                   
351             C2404167855                   

[352 rows x 2 columns]
2024-11-08 13:15:06,016 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>542<34><32>,<2C>ն<EFBFBD>(352),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 13:15:06,018 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 13:15:07,468 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', y = '72.16' WHERE ds = '2024-10-30 00:00:00'
2024-11-08 13:15:07,469 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 13:15:07,485 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>LSTM
2024-11-08 13:15:07,495 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 13:15:07,513 - my_logger - INFO - Training set head:
2024-11-08 13:15:07,513 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 560 columns]
2024-11-08 13:15:07,811 - my_logger - INFO - 
Testing set head:
2024-11-08 13:15:07,811 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 560 columns]
2024-11-08 13:21:47,348 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 13:21:47,349 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 13:21:48,277 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-31 00:00:00', NHITS = '72.2036', Informer = '73.30838', LSTM = '74.659035', iTransformer = '68.06224', TSMixer = '72.53991', TSMixerx = '73.15256', PatchTST = '72.79773', RNN = '62.552338', GRU = '73.57961', TCN = '72.55539', BiTCN = '72.8946', DilatedRNN = '72.19688', MLP = '73.16078', DLinear = '72.62695', NLinear = '72.753654', TFT = '71.50726', StemGNN = '74.854034', MLPMultivariate = '73.19125', TiDE = '72.374146', DeepNPTS = '74.34018' WHERE ds = '2024-10-31 00:00:00'
2024-11-08 13:21:49,918 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-08 13:21:49,919 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-08 13:21:50,285 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:21:50,724 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2175358910941418
2024-11-08 13:21:50,726 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:21:52,417 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.82888243995313
2024-11-08 13:21:52,418 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:21:54,350 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.525781568032635
2024-11-08 13:21:54,351 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:21:54,675 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.549523664043174
2024-11-08 13:21:54,676 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:21:56,545 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.897755337034983
2024-11-08 13:21:56,546 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:21:57,090 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6104837226531727
2024-11-08 13:21:57,091 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:21:58,813 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74002870686131
2024-11-08 13:21:58,814 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:22:00,846 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.06734384171318
2024-11-08 13:22:00,847 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:22:02,340 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.180576385560894
2024-11-08 13:22:02,341 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:22:02,665 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0274228259138274
2024-11-08 13:22:02,666 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:22:04,292 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34462246265804
2024-11-08 13:22:04,293 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:22:06,327 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.142900618539196
2024-11-08 13:22:06,328 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-08 13:22:06,699 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-08 13:22:10,625 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-08 13:22:10,626 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 13:22:16,554 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-08 13:24:26,582 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 13:24:26,583 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-31
2024-11-08 13:25:51,440 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2496, 930)
2024-11-08 13:25:52,447 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2496, 628)
2024-11-08 13:25:52,454 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1767, 628)
2024-11-08 13:25:52,458 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1767, 551)
2024-11-08 13:25:57,103 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 13:25:57,106 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 13:25:57,496 - my_logger - INFO -                     <20>ն<EFBFBD>(357)            <20>ܶ<EFBFBD>(190)           <20>¶<EFBFBD>(1)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD>ǧͰ<C7A7>գ<EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>                
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>                
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>                
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>                
..                      ...                ...             ...
352             C2403150124                                   
353            FVHCM1 INDEX                                   
354     lmcads03 lme comdty                                   
355         GC1 COMB Comdty                                   
356             C2404167855                                   

[357 rows x 3 columns]
2024-11-08 13:25:57,509 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>548<34><38>,<2C>ն<EFBFBD>(357),<2C>ܶ<EFBFBD>(190),<2C>¶<EFBFBD>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 13:25:57,511 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 13:25:58,949 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-31 00:00:00', y = '72.81' WHERE ds = '2024-10-31 00:00:00'
2024-11-08 13:25:58,950 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 13:25:58,965 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>LSTM
2024-11-08 13:25:58,975 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 13:25:58,992 - my_logger - INFO - Training set head:
2024-11-08 13:25:58,993 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 566 columns]
2024-11-08 13:25:59,287 - my_logger - INFO - 
Testing set head:
2024-11-08 13:25:59,288 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 566 columns]
2024-11-08 13:32:36,589 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 13:32:36,591 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 13:32:37,540 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-01 00:00:00', NHITS = '73.35375', Informer = '74.22666', LSTM = '73.40906', iTransformer = '68.16945', TSMixer = '73.22551', TSMixerx = '73.457275', PatchTST = '73.24618', RNN = '76.156', GRU = '74.40545', TCN = '73.91135', BiTCN = '73.333405', DilatedRNN = '74.119896', MLP = '73.43356', DLinear = '72.59255', NLinear = '72.939865', TFT = '72.98128', StemGNN = '74.722435', MLPMultivariate = '72.72546', TiDE = '73.70046', DeepNPTS = '74.35521' WHERE ds = '2024-11-01 00:00:00'
2024-11-08 13:32:39,229 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-08 13:32:39,230 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-08 13:32:39,611 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:32:40,076 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2184726958129715
2024-11-08 13:32:40,078 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:32:41,847 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.85097823156127
2024-11-08 13:32:41,848 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:32:43,891 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.524781089112889
2024-11-08 13:32:43,893 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:32:44,206 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5494604798948044
2024-11-08 13:32:44,208 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:32:45,863 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.896880805926513
2024-11-08 13:32:45,864 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:32:46,341 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6103197627496835
2024-11-08 13:32:46,342 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:32:48,059 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.73983060226348
2024-11-08 13:32:48,060 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:32:50,126 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>73.83779308597283
2024-11-08 13:32:50,128 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:32:51,634 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.179689363896115
2024-11-08 13:32:51,635 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:32:51,959 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.02731770126438
2024-11-08 13:32:51,960 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:32:53,599 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.346398731964502
2024-11-08 13:32:53,600 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:32:55,710 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.460557613236734
2024-11-08 13:32:55,711 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-08 13:32:56,103 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-08 13:33:00,054 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-08 13:33:00,054 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 13:33:02,619 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-08 13:35:33,953 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 13:35:33,954 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-11-01
2024-11-08 13:36:58,377 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2497, 930)
2024-11-08 13:36:59,369 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2497, 634)
2024-11-08 13:36:59,374 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1768, 634)
2024-11-08 13:36:59,379 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1768, 557)
2024-11-08 13:37:04,086 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 13:37:04,088 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 13:37:04,472 - my_logger - INFO -                     <20>ն<EFBFBD>(357)            <20>ܶ<EFBFBD>(195)           <20>¶<EFBFBD>(1)      61<36><31>(1)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD>ǧͰ<C7A7>գ<EFBFBD>  <20><>ɽ:<3A><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD>:ԭ<><D4AD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>                            
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>                            
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>                            
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>                            
..                      ...                ...             ...         ...
352             C2403150124                                               
353            FVHCM1 INDEX                                               
354     lmcads03 lme comdty                                               
355         GC1 COMB Comdty                                               
356             C2404167855                                               

[357 rows x 4 columns]
2024-11-08 13:37:04,486 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>554<35><34>,<2C>ն<EFBFBD>(357),<2C>ܶ<EFBFBD>(195),<2C>¶<EFBFBD>(1),61<36><31>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 13:37:04,488 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 13:37:05,938 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-01 00:00:00', y = '73.1' WHERE ds = '2024-11-01 00:00:00'
2024-11-08 13:37:05,941 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 13:37:05,957 - my_logger - INFO - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>ƣ<EFBFBD>TFT
2024-11-08 13:37:05,967 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 13:37:05,985 - my_logger - INFO - Training set head:
2024-11-08 13:37:05,986 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 572 columns]
2024-11-08 13:37:06,277 - my_logger - INFO - 
Testing set head:
2024-11-08 13:37:06,277 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 572 columns]
2024-11-08 13:44:33,628 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 13:44:33,629 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 13:44:36,226 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-08 13:44:36,227 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-08 13:44:36,601 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:44:37,060 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2195561801649653
2024-11-08 13:44:37,062 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:44:38,780 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.8287730410694
2024-11-08 13:44:38,781 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:44:40,766 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.75211902049459
2024-11-08 13:44:40,768 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:44:41,076 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5494180182437378
2024-11-08 13:44:41,078 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:44:42,710 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.8961334530789635
2024-11-08 13:44:42,711 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:44:43,176 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610143318202318
2024-11-08 13:44:43,177 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:44:44,843 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.740160565420304
2024-11-08 13:44:44,845 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:44:46,850 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>75.5829296801632
2024-11-08 13:44:46,851 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:44:48,319 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.178801881104459
2024-11-08 13:44:48,320 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:44:48,644 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0271969814006003
2024-11-08 13:44:48,646 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:44:50,253 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.348350677681264
2024-11-08 13:44:50,255 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:44:51,923 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.460736202771775
2024-11-08 13:44:51,924 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-08 13:44:52,736 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-08 13:44:56,614 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-08 13:44:56,614 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 13:45:02,223 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-08 13:51:04,261 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 13:51:04,262 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 13:52:28,249 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 13:52:29,240 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 13:52:29,245 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 13:52:29,250 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 13:52:33,879 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 13:52:33,881 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 13:52:34,270 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 13:52:34,282 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 13:52:34,283 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 13:52:35,711 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 13:52:35,726 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 13:52:35,738 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 13:52:35,754 - my_logger - INFO - Training set head:
2024-11-08 13:52:35,755 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 557 columns]
2024-11-08 13:52:36,039 - my_logger - INFO - 
Testing set head:
2024-11-08 13:52:36,040 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0     69384.0  ...           0.0               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 557 columns]
2024-11-08 13:59:33,263 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 13:59:33,263 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 13:59:35,864 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-08 13:59:35,865 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-08 13:59:36,224 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:59:36,684 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.217152239699212
2024-11-08 13:59:36,686 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:59:38,411 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.90910818847435
2024-11-08 13:59:38,413 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:59:40,420 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.531343912790739
2024-11-08 13:59:40,421 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:59:40,725 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5500443529387788
2024-11-08 13:59:40,726 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:59:42,354 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.90185005982164
2024-11-08 13:59:42,356 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:59:42,809 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.611349956994218
2024-11-08 13:59:42,810 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:59:44,483 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74899466223315
2024-11-08 13:59:44,484 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:59:46,502 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>73.8202116202404
2024-11-08 13:59:46,503 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:59:47,957 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.183295534845926
2024-11-08 13:59:47,958 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:59:48,268 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0276073890794504
2024-11-08 13:59:48,269 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:59:49,889 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34319101020204
2024-11-08 13:59:49,890 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 13:59:51,967 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143260984964495
2024-11-08 13:59:51,968 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-08 13:59:52,348 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-08 13:59:56,278 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-08 13:59:56,278 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 13:59:58,838 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-08 14:07:06,854 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 14:07:06,855 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 14:08:30,659 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 14:08:31,651 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 14:08:31,656 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 14:08:31,660 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 14:08:36,276 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 14:08:36,278 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 14:08:36,661 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 14:08:36,672 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 14:08:36,674 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 14:08:38,102 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 14:08:38,103 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 14:08:38,121 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 14:08:38,131 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 14:08:38,148 - my_logger - INFO - Training set head:
2024-11-08 14:08:38,149 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 557 columns]
2024-11-08 14:08:38,436 - my_logger - INFO - 
Testing set head:
2024-11-08 14:08:38,437 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0     69384.0  ...           0.0               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 557 columns]
2024-11-08 14:16:21,447 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 14:16:21,448 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 14:16:22,492 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.60933', LSTM = '76.698364', iTransformer = '74.71924', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.47034', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.93628', MLPMultivariate = '74.40146', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-08 14:16:24,220 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-08 14:16:24,220 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-08 14:16:24,582 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 14:16:25,043 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.217152239699212
2024-11-08 14:16:25,045 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 14:16:26,759 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.90910818847435
2024-11-08 14:16:26,760 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 14:16:28,792 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.531343912790739
2024-11-08 14:16:28,793 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 14:16:29,109 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5500443529387788
2024-11-08 14:16:29,110 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 14:16:30,764 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.90185005982164
2024-11-08 14:16:30,766 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 14:16:31,260 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.611349956994218
2024-11-08 14:16:31,261 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 14:16:32,963 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74899466223315
2024-11-08 14:16:32,963 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 14:16:35,049 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>73.8202116202404
2024-11-08 14:16:35,050 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 14:16:36,523 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.183295534845926
2024-11-08 14:16:36,525 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 14:16:36,827 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0276073890794504
2024-11-08 14:16:36,828 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 14:16:38,480 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34319101020204
2024-11-08 14:16:38,481 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 14:16:40,576 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143260984964495
2024-11-08 14:16:40,577 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-08 14:16:40,953 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-08 14:16:44,911 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-08 14:16:44,911 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 14:16:47,541 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-08 14:19:10,477 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 14:19:10,478 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 14:20:35,220 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 14:20:36,221 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 14:20:36,227 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 14:20:36,232 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 14:20:40,792 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 14:20:40,794 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 14:20:41,173 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 14:20:41,184 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 14:20:41,186 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 14:20:42,615 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 14:20:42,616 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 14:20:42,631 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 14:20:42,647 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 14:20:42,663 - my_logger - INFO - Training set head:
2024-11-08 14:20:42,664 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 557 columns]
2024-11-08 14:20:42,962 - my_logger - INFO - 
Testing set head:
2024-11-08 14:20:42,963 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0     69384.0  ...           0.0               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 557 columns]
2024-11-08 14:30:04,811 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 14:30:04,812 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 14:30:05,838 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.71135', LSTM = '76.698364', iTransformer = '73.95284', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.466995', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', FEDformer = '75.24683', StemGNN = '74.51698', MLPMultivariate = '74.249535', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-08 14:46:34,767 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 14:46:34,768 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 14:48:00,644 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 14:48:01,657 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 14:48:01,662 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 14:48:01,667 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 14:48:06,378 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 14:48:06,380 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 14:48:06,760 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 14:48:06,771 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 14:48:06,773 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 14:48:08,164 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 14:48:08,165 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 14:48:08,182 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 14:48:08,192 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 14:48:08,210 - my_logger - INFO - Training set head:
2024-11-08 14:48:08,211 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 557 columns]
2024-11-08 14:48:08,507 - my_logger - INFO - 
Testing set head:
2024-11-08 14:48:08,507 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0     69384.0  ...           0.0               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 557 columns]
2024-11-08 14:55:05,652 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 14:55:05,653 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 14:55:06,691 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.342476', LSTM = '76.698364', iTransformer = '74.71924', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.46029', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.46467', MLPMultivariate = '74.40146', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-08 15:17:44,964 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 15:17:44,965 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 15:19:10,712 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 15:19:11,686 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 15:19:11,691 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 15:19:11,695 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 15:19:16,462 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 15:19:16,464 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 15:19:16,856 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 15:19:16,867 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 15:19:16,868 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 15:19:18,381 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 15:19:18,383 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 15:19:18,399 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 15:19:18,411 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 15:19:18,428 - my_logger - INFO - Training set head:
2024-11-08 15:19:18,428 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 557 columns]
2024-11-08 15:19:18,719 - my_logger - INFO - 
Testing set head:
2024-11-08 15:19:18,719 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0     69384.0  ...           0.0               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 557 columns]
2024-11-08 15:28:08,840 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 15:28:08,841 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 15:28:09,875 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.86241', LSTM = '76.698364', iTransformer = '75.98318', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.4683', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.57198', MLPMultivariate = '74.20644', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-08 15:36:03,661 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 15:36:03,662 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 15:37:28,508 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 15:37:29,490 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 15:37:29,495 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 15:37:29,499 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 15:37:34,144 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 15:37:34,146 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 15:37:34,530 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 15:37:34,542 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 15:37:34,544 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 15:37:35,944 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 15:37:35,945 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 15:37:35,961 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 15:37:35,973 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 15:37:35,973 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 15:37:35,974 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 15:39:11,805 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 15:39:11,806 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 15:40:36,293 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 15:40:37,274 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 15:40:37,279 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 15:40:37,283 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 15:40:41,888 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 15:40:41,890 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 15:40:42,271 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 15:40:42,281 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 15:40:42,283 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 15:40:43,670 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 15:40:43,671 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 15:40:43,688 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 15:40:43,700 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 15:40:43,700 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 15:40:43,701 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 15:40:44,757 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.86241', LSTM = '76.698364', iTransformer = '75.98318', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.4683', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.57198', MLPMultivariate = '74.20644', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-08 15:43:12,875 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 15:43:12,875 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 15:46:55,576 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 15:46:57,705 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 15:46:57,712 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 15:46:57,717 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 15:47:09,402 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 15:47:09,405 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 15:47:10,465 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 15:47:10,491 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 15:47:10,494 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 15:47:12,145 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 15:47:12,146 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 15:47:12,179 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 15:47:12,191 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 15:47:12,191 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 15:47:12,192 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 15:47:14,417 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.86241', LSTM = '76.698364', iTransformer = '75.98318', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.4683', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.57198', MLPMultivariate = '74.20644', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-08 15:49:55,590 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 15:49:55,592 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 15:53:37,039 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 15:53:39,179 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 15:53:39,185 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 15:53:39,191 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 15:53:50,759 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 15:53:50,763 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 15:53:51,805 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 15:53:51,832 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 15:53:51,834 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 15:53:53,495 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 15:53:53,495 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 15:53:53,526 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 15:53:53,543 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 15:53:53,544 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 15:53:53,545 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 15:53:55,774 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.86241', LSTM = '76.698364', iTransformer = '75.98318', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.4683', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.57198', MLPMultivariate = '74.20644', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-08 15:59:53,670 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 15:59:53,671 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 16:01:17,998 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 16:01:18,987 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 16:01:18,991 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 16:01:18,996 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 16:01:23,599 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 16:01:23,600 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 16:01:23,980 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 16:01:23,991 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 16:01:23,993 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 16:01:25,411 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 16:01:25,412 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 16:01:25,427 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 16:01:25,443 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 16:01:25,444 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 16:01:25,444 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 16:01:26,531 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.86241', LSTM = '76.698364', iTransformer = '75.98318', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.4683', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.57198', MLPMultivariate = '74.20644', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-08 16:01:28,234 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-08 16:01:28,234 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-08 16:01:28,577 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:01:29,039 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.217152239699212
2024-11-08 16:01:29,041 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:01:31,001 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.90910818847435
2024-11-08 16:01:31,003 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:01:32,710 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.531343912790739
2024-11-08 16:01:32,711 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:01:33,026 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5500443529387788
2024-11-08 16:01:33,027 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:01:34,696 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.90185005982164
2024-11-08 16:01:34,697 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:01:35,167 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.611349956994218
2024-11-08 16:01:35,168 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:01:37,173 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74899466223315
2024-11-08 16:01:37,175 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:01:38,872 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>73.8202116202404
2024-11-08 16:01:38,873 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:01:40,375 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.183295534845926
2024-11-08 16:01:40,376 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:01:40,695 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0276073890794504
2024-11-08 16:01:40,696 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:01:42,862 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34319101020204
2024-11-08 16:01:42,865 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:01:44,701 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143260984964495
2024-11-08 16:01:44,702 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-08 16:01:45,324 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-08 16:01:50,698 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-08 16:01:50,699 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 16:01:54,169 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-08 16:15:14,295 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 16:15:14,297 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 16:19:01,733 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 16:19:04,017 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 16:19:04,023 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 16:19:04,030 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 16:19:16,269 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 16:19:16,272 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 16:19:17,329 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 16:19:17,356 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 16:19:17,358 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 16:19:19,067 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 16:19:19,069 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 16:19:19,101 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 16:19:19,119 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 16:19:19,119 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 16:19:19,120 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 16:21:16,967 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 16:21:16,969 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 16:25:05,957 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 16:25:08,128 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 16:25:08,134 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 16:25:08,140 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 16:25:19,992 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 16:25:19,999 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 16:25:21,099 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 16:25:21,132 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 16:25:21,134 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 16:25:22,863 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 16:25:22,864 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 16:25:22,899 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 16:25:22,918 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 16:25:22,919 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 16:25:22,919 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 16:26:40,740 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 16:26:40,741 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 16:31:32,774 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 16:31:32,776 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 16:33:06,302 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 16:33:07,344 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 16:33:07,349 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 16:33:07,355 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 16:33:12,445 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 16:33:12,447 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 16:33:12,886 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 16:33:12,898 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 16:33:12,900 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 16:33:14,412 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 16:33:14,413 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 16:33:14,430 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 16:33:14,447 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 16:33:14,447 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 16:33:14,448 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 16:34:27,221 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 16:34:27,223 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 16:40:52,319 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 16:40:55,878 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 16:40:55,888 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 16:40:55,895 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 16:41:15,793 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 16:41:15,799 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 16:41:17,492 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 16:41:17,527 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 16:41:17,529 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 16:41:20,162 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 16:41:20,163 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 16:41:20,211 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 16:41:20,232 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 16:41:20,233 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 16:41:20,234 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 16:42:50,372 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 16:42:50,373 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 16:45:23,055 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 16:45:24,766 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 16:45:24,773 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 16:45:24,779 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 16:45:32,658 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 16:45:32,661 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 16:45:33,284 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 16:45:33,297 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 16:45:33,301 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 16:45:35,601 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 16:45:35,602 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 16:45:35,629 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 16:45:35,644 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 16:45:35,645 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 16:45:35,646 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 16:45:37,195 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.86241', LSTM = '76.698364', iTransformer = '75.98318', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.4683', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.57198', MLPMultivariate = '74.20644', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-08 16:45:39,876 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-08 16:45:39,877 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-08 16:45:40,373 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:45:41,053 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.217152239699212
2024-11-08 16:45:41,056 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:45:44,381 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.90910818847435
2024-11-08 16:45:44,383 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:45:47,233 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.531343912790739
2024-11-08 16:45:47,235 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:45:47,751 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5500443529387788
2024-11-08 16:45:47,753 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:45:50,674 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.90185005982164
2024-11-08 16:45:50,675 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:45:51,464 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.611349956994218
2024-11-08 16:45:51,466 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:45:54,957 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74899466223315
2024-11-08 16:45:54,958 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:45:58,013 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>73.8202116202404
2024-11-08 16:45:58,014 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:46:00,469 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.183295534845926
2024-11-08 16:46:00,471 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:46:00,978 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0276073890794504
2024-11-08 16:46:00,979 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:46:04,337 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34319101020204
2024-11-08 16:46:04,339 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 16:46:07,157 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143260984964495
2024-11-08 16:46:07,159 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-08 16:46:07,826 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-08 16:46:13,857 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-08 16:46:13,858 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 16:46:20,307 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-08 16:48:26,588 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 16:48:26,590 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 16:54:32,257 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 16:54:36,157 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 16:54:36,168 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 16:54:36,176 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 16:54:56,092 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 16:54:56,098 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 16:54:57,943 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 16:54:57,983 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 16:54:57,985 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 16:55:00,731 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 16:55:00,733 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 16:55:00,787 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 16:55:00,806 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 16:55:00,807 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 16:55:00,808 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 17:07:41,132 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx
2024-11-08 17:07:41,134 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-10-27
2024-11-08 17:10:10,043 - my_logger - INFO - 删除两月不更新特征前数据量：(2492, 930)
2024-11-08 17:10:11,778 - my_logger - INFO - 删除两月不更新特征后数据量：(2492, 619)
2024-11-08 17:10:11,787 - my_logger - INFO - 删除预测列为空值的行后数据量：(1763, 619)
2024-11-08 17:10:11,793 - my_logger - INFO - 删除全为空值的列后数据量：(1763, 542)
2024-11-08 17:10:19,468 - my_logger - INFO - Libya列数据为空
2024-11-08 17:10:19,473 - my_logger - INFO - Malaysia列数据为空
2024-11-08 17:10:20,099 - my_logger - INFO -                     日度(349)            周度(190)
0       西北欧炼厂加工Brent原油CDU利润          EIA美国油品需求
1         美墨湾炼厂加工WTI原油CDU利润            中国汽柴油表需
2       新加坡炼厂加工Dubai原油CDU利润  DOE-美国汽油产量超季节性/3年
3    西北欧炼厂加工Brent原油CDU利润 M2         美国汽油表需（周度）
4      美墨湾炼厂加工WTI原油CDU利润 M2         美国汽油产量（周度）
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 17:10:20,110 - my_logger - INFO - 特征信息：总共有539个,日度(349),周度(190), 详看 附1、特征列表
        数据特征工程：
    1. 数据日期排序，新日期在最后
    2. 删除空列，特征数据列没有值，就删除
    3. 删除近两月不再更新值的指标
    4. 非日度数据填充为日度数据，填充规则：
    -- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
    -- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
        数据特征相关性分析：
    
2024-11-08 17:10:20,112 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 17:10:22,340 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 17:10:22,343 - my_logger - INFO - 今天是周一，更新预测模型
2024-11-08 17:10:22,368 - my_logger - ERROR - 最近20天预测残差最低的模型名称计算失败：attempt to get argmax of an empty sequence
2024-11-08 17:10:22,401 - my_logger - INFO - 开始训练模型...
2024-11-08 17:10:22,403 - my_logger - INFO - 模型训练完成
2024-11-08 17:10:22,416 - my_logger - INFO - 训练数据绘图ing
2024-11-08 17:10:24,358 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.86241', LSTM = '76.698364', iTransformer = '75.98318', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.4683', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.57198', MLPMultivariate = '74.20644', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-08 17:10:27,929 - my_logger - INFO - 训练数据绘图end
2024-11-08 17:10:27,931 - my_logger - INFO - 制作报告ing
2024-11-08 17:10:28,430 - my_logger - INFO - 开始绘制Kpler数据--原油出口类指标的相关性直方图
2024-11-08 17:10:29,348 - my_logger - INFO - Kpler数据--原油出口类指标的相关性总和为：1.217152239699212
2024-11-08 17:10:29,351 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
2024-11-08 17:10:32,931 - my_logger - INFO - 价格类指标的相关性总和为：97.90910818847435
2024-11-08 17:10:32,933 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
2024-11-08 17:10:36,796 - my_logger - INFO - 供应类指标的相关性总和为：15.531343912790739
2024-11-08 17:10:36,799 - my_logger - INFO - 开始绘制供应给类指标的相关性直方图
2024-11-08 17:10:37,378 - my_logger - INFO - 供应给类指标的相关性总和为：1.5500443529387788
2024-11-08 17:10:37,381 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
2024-11-08 17:10:40,846 - my_logger - INFO - 其他类指标的相关性总和为：6.90185005982164
2024-11-08 17:10:40,849 - my_logger - INFO - 开始绘制宏观类指标的相关性直方图
2024-11-08 17:10:41,724 - my_logger - INFO - 宏观类指标的相关性总和为：2.611349956994218
2024-11-08 17:10:41,726 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
2024-11-08 17:10:45,873 - my_logger - INFO - 库存类指标的相关性总和为：39.74899466223315
2024-11-08 17:10:45,875 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图
2024-11-08 17:10:49,542 - my_logger - INFO - 期货市场类指标的相关性总和为：73.8202116202404
2024-11-08 17:10:49,544 - my_logger - INFO - 开始绘制西北欧市场类指标的相关性直方图
2024-11-08 17:10:52,713 - my_logger - INFO - 西北欧市场类指标的相关性总和为：6.183295534845926
2024-11-08 17:10:52,715 - my_logger - INFO - 开始绘制运输类指标的相关性直方图
2024-11-08 17:10:53,394 - my_logger - INFO - 运输类指标的相关性总和为：1.0276073890794504
2024-11-08 17:10:53,396 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
2024-11-08 17:10:57,065 - my_logger - INFO - 进出口类指标的相关性总和为：12.34319101020204
2024-11-08 17:10:57,068 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
2024-11-08 17:11:01,375 - my_logger - INFO - 需求类指标的相关性总和为：15.143260984964495
2024-11-08 17:11:01,377 - my_logger - INFO - 开始绘制相关性总和的气泡图
2024-11-08 17:11:02,364 - my_logger - INFO - 绘制相关性总和的气泡图结束
2024-11-08 17:11:08,589 - my_logger - INFO - 制作报告end
2024-11-08 17:11:08,590 - my_logger - INFO - 模型训练完成
2024-11-08 17:11:15,001 - my_logger - INFO - 邮件发送成功！
2024-11-08 17:14:48,572 - my_logger - INFO - 训练数据绘图ing
2024-11-08 17:15:30,322 - my_logger - INFO - 开始训练模型...
2024-11-08 17:15:30,324 - my_logger - INFO - 模型训练完成
2024-11-08 17:15:31,434 - my_logger - INFO - 训练数据绘图ing
2024-11-08 17:15:39,030 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx
2024-11-08 17:15:39,031 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-10-27
2024-11-08 17:18:16,013 - my_logger - INFO - 删除两月不更新特征前数据量：(2492, 930)
2024-11-08 17:18:17,747 - my_logger - INFO - 删除两月不更新特征后数据量：(2492, 619)
2024-11-08 17:18:17,755 - my_logger - INFO - 删除预测列为空值的行后数据量：(1763, 619)
2024-11-08 17:18:17,761 - my_logger - INFO - 删除全为空值的列后数据量：(1763, 542)
2024-11-08 17:18:25,547 - my_logger - INFO - Libya列数据为空
2024-11-08 17:18:25,551 - my_logger - INFO - Malaysia列数据为空
2024-11-08 17:18:26,298 - my_logger - INFO -                     日度(349)            周度(190)
0       西北欧炼厂加工Brent原油CDU利润          EIA美国油品需求
1         美墨湾炼厂加工WTI原油CDU利润            中国汽柴油表需
2       新加坡炼厂加工Dubai原油CDU利润  DOE-美国汽油产量超季节性/3年
3    西北欧炼厂加工Brent原油CDU利润 M2         美国汽油表需（周度）
4      美墨湾炼厂加工WTI原油CDU利润 M2         美国汽油产量（周度）
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 17:18:26,305 - my_logger - INFO - 特征信息：总共有539个,日度(349),周度(190), 详看 附1、特征列表
        数据特征工程：
    1. 数据日期排序，新日期在最后
    2. 删除空列，特征数据列没有值，就删除
    3. 删除近两月不再更新值的指标
    4. 非日度数据填充为日度数据，填充规则：
    -- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
    -- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
        数据特征相关性分析：
    
2024-11-08 17:18:26,308 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 17:18:28,538 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 17:20:39,117 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx
2024-11-08 17:20:39,119 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-10-27
2024-11-08 17:23:21,203 - my_logger - INFO - 删除两月不更新特征前数据量：(2492, 930)
2024-11-08 17:23:22,883 - my_logger - INFO - 删除两月不更新特征后数据量：(2492, 619)
2024-11-08 17:23:22,891 - my_logger - INFO - 删除预测列为空值的行后数据量：(1763, 619)
2024-11-08 17:23:22,898 - my_logger - INFO - 删除全为空值的列后数据量：(1763, 542)
2024-11-08 17:23:30,305 - my_logger - INFO - Libya列数据为空
2024-11-08 17:23:30,310 - my_logger - INFO - Malaysia列数据为空
2024-11-08 17:23:30,947 - my_logger - INFO -                     日度(349)            周度(190)
0       西北欧炼厂加工Brent原油CDU利润          EIA美国油品需求
1         美墨湾炼厂加工WTI原油CDU利润            中国汽柴油表需
2       新加坡炼厂加工Dubai原油CDU利润  DOE-美国汽油产量超季节性/3年
3    西北欧炼厂加工Brent原油CDU利润 M2         美国汽油表需（周度）
4      美墨湾炼厂加工WTI原油CDU利润 M2         美国汽油产量（周度）
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 17:23:30,957 - my_logger - INFO - 特征信息：总共有539个,日度(349),周度(190), 详看 附1、特征列表
        数据特征工程：
    1. 数据日期排序，新日期在最后
    2. 删除空列，特征数据列没有值，就删除
    3. 删除近两月不再更新值的指标
    4. 非日度数据填充为日度数据，填充规则：
    -- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
    -- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
        数据特征相关性分析：
    
2024-11-08 17:23:30,959 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 17:23:33,184 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 17:23:33,186 - my_logger - INFO - 今天是周一，更新预测模型
2024-11-08 17:23:33,210 - my_logger - ERROR - 最近20天预测残差最低的模型名称计算失败：attempt to get argmax of an empty sequence
2024-11-08 17:23:33,250 - my_logger - INFO - 开始训练模型...
2024-11-08 17:23:33,252 - my_logger - INFO - 模型训练完成
2024-11-08 17:23:33,265 - my_logger - INFO - 训练数据绘图ing
2024-11-08 17:26:55,191 - my_logger - INFO - 训练数据绘图ing
2024-11-08 17:27:03,236 - my_logger - INFO - 训练数据绘图ing
2024-11-08 17:35:50,872 - my_logger - INFO - 开始训练模型...
2024-11-08 17:35:50,874 - my_logger - INFO - 模型训练完成
2024-11-08 17:35:52,638 - my_logger - INFO - 训练数据绘图ing
2024-11-08 17:36:04,185 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx
2024-11-08 17:36:04,186 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-10-27
2024-11-08 17:38:36,379 - my_logger - INFO - 删除两月不更新特征前数据量：(2492, 930)
2024-11-08 17:38:38,022 - my_logger - INFO - 删除两月不更新特征后数据量：(2492, 619)
2024-11-08 17:38:38,031 - my_logger - INFO - 删除预测列为空值的行后数据量：(1763, 619)
2024-11-08 17:38:38,037 - my_logger - INFO - 删除全为空值的列后数据量：(1763, 542)
2024-11-08 17:38:44,979 - my_logger - INFO - Libya列数据为空
2024-11-08 17:38:44,982 - my_logger - INFO - Malaysia列数据为空
2024-11-08 17:38:45,594 - my_logger - INFO -                     日度(349)            周度(190)
0       西北欧炼厂加工Brent原油CDU利润          EIA美国油品需求
1         美墨湾炼厂加工WTI原油CDU利润            中国汽柴油表需
2       新加坡炼厂加工Dubai原油CDU利润  DOE-美国汽油产量超季节性/3年
3    西北欧炼厂加工Brent原油CDU利润 M2         美国汽油表需（周度）
4      美墨湾炼厂加工WTI原油CDU利润 M2         美国汽油产量（周度）
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 17:38:45,600 - my_logger - INFO - 特征信息：总共有539个,日度(349),周度(190), 详看 附1、特征列表
        数据特征工程：
    1. 数据日期排序，新日期在最后
    2. 删除空列，特征数据列没有值，就删除
    3. 删除近两月不再更新值的指标
    4. 非日度数据填充为日度数据，填充规则：
    -- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
    -- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
        数据特征相关性分析：
    
2024-11-08 17:38:45,602 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 17:38:47,548 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 17:38:47,549 - my_logger - INFO - 今天是周一，更新预测模型
2024-11-08 17:38:47,568 - my_logger - ERROR - 最近20天预测残差最低的模型名称计算失败：attempt to get argmax of an empty sequence
2024-11-08 17:38:47,605 - my_logger - INFO - 开始训练模型...
2024-11-08 17:38:47,607 - my_logger - INFO - 模型训练完成
2024-11-08 17:38:47,620 - my_logger - INFO - 训练数据绘图ing
2024-11-08 17:50:20,471 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx
2024-11-08 17:50:20,472 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-10-27
2024-11-08 17:52:36,502 - my_logger - INFO - 删除两月不更新特征前数据量：(2492, 930)
2024-11-08 17:52:38,166 - my_logger - INFO - 删除两月不更新特征后数据量：(2492, 619)
2024-11-08 17:52:38,176 - my_logger - INFO - 删除预测列为空值的行后数据量：(1763, 619)
2024-11-08 17:52:38,183 - my_logger - INFO - 删除全为空值的列后数据量：(1763, 542)
2024-11-08 17:52:45,291 - my_logger - INFO - Libya列数据为空
2024-11-08 17:52:45,294 - my_logger - INFO - Malaysia列数据为空
2024-11-08 17:52:45,885 - my_logger - INFO -                     日度(349)            周度(190)
0       西北欧炼厂加工Brent原油CDU利润          EIA美国油品需求
1         美墨湾炼厂加工WTI原油CDU利润            中国汽柴油表需
2       新加坡炼厂加工Dubai原油CDU利润  DOE-美国汽油产量超季节性/3年
3    西北欧炼厂加工Brent原油CDU利润 M2         美国汽油表需（周度）
4      美墨湾炼厂加工WTI原油CDU利润 M2         美国汽油产量（周度）
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 17:52:45,893 - my_logger - INFO - 特征信息：总共有539个,日度(349),周度(190), 详看 附1、特征列表
        数据特征工程：
    1. 数据日期排序，新日期在最后
    2. 删除空列，特征数据列没有值，就删除
    3. 删除近两月不再更新值的指标
    4. 非日度数据填充为日度数据，填充规则：
    -- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
    -- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
        数据特征相关性分析：
    
2024-11-08 17:52:45,895 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 17:52:47,899 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 17:52:47,901 - my_logger - INFO - 今天是周一，更新预测模型
2024-11-08 17:52:47,918 - my_logger - ERROR - 最近20天预测残差最低的模型名称计算失败：attempt to get argmax of an empty sequence
2024-11-08 17:52:47,955 - my_logger - INFO - 开始训练模型...
2024-11-08 17:52:47,957 - my_logger - INFO - 模型训练完成
2024-11-08 17:52:47,969 - my_logger - INFO - 训练数据绘图ing
2024-11-08 17:55:57,578 - my_logger - INFO - 训练数据绘图ing
2024-11-08 18:07:55,155 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx
2024-11-08 18:07:55,157 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-10-27
2024-11-08 18:14:16,437 - my_logger - INFO - 删除两月不更新特征前数据量：(2492, 930)
2024-11-08 18:14:20,572 - my_logger - INFO - 删除两月不更新特征后数据量：(2492, 619)
2024-11-08 18:14:20,581 - my_logger - INFO - 删除预测列为空值的行后数据量：(1763, 619)
2024-11-08 18:14:20,591 - my_logger - INFO - 删除全为空值的列后数据量：(1763, 542)
2024-11-08 18:14:38,719 - my_logger - INFO - Libya列数据为空
2024-11-08 18:14:38,725 - my_logger - INFO - Malaysia列数据为空
2024-11-08 18:14:40,531 - my_logger - INFO -                     日度(349)            周度(190)
0       西北欧炼厂加工Brent原油CDU利润          EIA美国油品需求
1         美墨湾炼厂加工WTI原油CDU利润            中国汽柴油表需
2       新加坡炼厂加工Dubai原油CDU利润  DOE-美国汽油产量超季节性/3年
3    西北欧炼厂加工Brent原油CDU利润 M2         美国汽油表需（周度）
4      美墨湾炼厂加工WTI原油CDU利润 M2         美国汽油产量（周度）
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 18:14:40,551 - my_logger - INFO - 特征信息：总共有539个,日度(349),周度(190), 详看 附1、特征列表
        数据特征工程：
    1. 数据日期排序，新日期在最后
    2. 删除空列，特征数据列没有值，就删除
    3. 删除近两月不再更新值的指标
    4. 非日度数据填充为日度数据，填充规则：
    -- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
    -- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
        数据特征相关性分析：
    
2024-11-08 18:14:40,554 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 18:14:43,130 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 18:14:43,132 - my_logger - INFO - 今天是周一，更新预测模型
2024-11-08 18:14:43,191 - my_logger - ERROR - 最近20天预测残差最低的模型名称计算失败：attempt to get argmax of an empty sequence
2024-11-08 18:14:43,242 - my_logger - INFO - 开始训练模型...
2024-11-08 18:14:43,244 - my_logger - INFO - 模型训练完成
2024-11-08 18:14:43,263 - my_logger - INFO - 训练数据绘图ing
2024-11-08 18:18:38,507 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx
2024-11-08 18:18:38,509 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-10-27
2024-11-08 18:25:27,067 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx
2024-11-08 18:25:27,070 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-10-27
2024-11-08 18:27:59,736 - my_logger - INFO - 删除两月不更新特征前数据量：(2492, 930)
2024-11-08 18:28:01,364 - my_logger - INFO - 删除两月不更新特征后数据量：(2492, 619)
2024-11-08 18:28:01,372 - my_logger - INFO - 删除预测列为空值的行后数据量：(1763, 619)
2024-11-08 18:28:01,378 - my_logger - INFO - 删除全为空值的列后数据量：(1763, 542)
2024-11-08 18:28:08,509 - my_logger - INFO - Libya列数据为空
2024-11-08 18:28:08,512 - my_logger - INFO - Malaysia列数据为空
2024-11-08 18:28:09,149 - my_logger - INFO -                     日度(349)            周度(190)
0       西北欧炼厂加工Brent原油CDU利润          EIA美国油品需求
1         美墨湾炼厂加工WTI原油CDU利润            中国汽柴油表需
2       新加坡炼厂加工Dubai原油CDU利润  DOE-美国汽油产量超季节性/3年
3    西北欧炼厂加工Brent原油CDU利润 M2         美国汽油表需（周度）
4      美墨湾炼厂加工WTI原油CDU利润 M2         美国汽油产量（周度）
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 18:28:09,159 - my_logger - INFO - 特征信息：总共有539个,日度(349),周度(190), 详看 附1、特征列表
        数据特征工程：
    1. 数据日期排序，新日期在最后
    2. 删除空列，特征数据列没有值，就删除
    3. 删除近两月不再更新值的指标
    4. 非日度数据填充为日度数据，填充规则：
    -- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
    -- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
        数据特征相关性分析：
    
2024-11-08 18:28:09,162 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 18:28:11,297 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 18:28:11,299 - my_logger - INFO - 今天是周一，更新预测模型
2024-11-08 18:28:11,321 - my_logger - ERROR - 最近20天预测残差最低的模型名称计算失败：attempt to get argmax of an empty sequence
2024-11-08 18:28:11,360 - my_logger - INFO - 开始训练模型...
2024-11-08 18:28:11,362 - my_logger - INFO - 模型训练完成
2024-11-08 18:28:11,374 - my_logger - INFO - 训练数据绘图ing
2024-11-08 18:30:59,670 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx
2024-11-08 18:30:59,672 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-10-27
2024-11-08 18:33:27,799 - my_logger - INFO - 删除两月不更新特征前数据量：(2492, 930)
2024-11-08 18:33:29,379 - my_logger - INFO - 删除两月不更新特征后数据量：(2492, 619)
2024-11-08 18:33:29,385 - my_logger - INFO - 删除预测列为空值的行后数据量：(1763, 619)
2024-11-08 18:33:29,391 - my_logger - INFO - 删除全为空值的列后数据量：(1763, 542)
2024-11-08 18:33:36,532 - my_logger - INFO - Libya列数据为空
2024-11-08 18:33:36,535 - my_logger - INFO - Malaysia列数据为空
2024-11-08 18:33:37,104 - my_logger - INFO -                     日度(349)            周度(190)
0       西北欧炼厂加工Brent原油CDU利润          EIA美国油品需求
1         美墨湾炼厂加工WTI原油CDU利润            中国汽柴油表需
2       新加坡炼厂加工Dubai原油CDU利润  DOE-美国汽油产量超季节性/3年
3    西北欧炼厂加工Brent原油CDU利润 M2         美国汽油表需（周度）
4      美墨湾炼厂加工WTI原油CDU利润 M2         美国汽油产量（周度）
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 18:33:37,109 - my_logger - INFO - 特征信息：总共有539个,日度(349),周度(190), 详看 附1、特征列表
        数据特征工程：
    1. 数据日期排序，新日期在最后
    2. 删除空列，特征数据列没有值，就删除
    3. 删除近两月不再更新值的指标
    4. 非日度数据填充为日度数据，填充规则：
    -- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
    -- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
        数据特征相关性分析：
    
2024-11-08 18:33:37,112 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 18:33:39,064 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 18:33:39,067 - my_logger - INFO - 今天是周一，更新预测模型
2024-11-08 18:33:39,089 - my_logger - ERROR - 最近20天预测残差最低的模型名称计算失败：attempt to get argmax of an empty sequence
2024-11-08 18:33:39,129 - my_logger - INFO - 开始训练模型...
2024-11-08 18:33:39,130 - my_logger - INFO - 模型训练完成
2024-11-08 18:33:39,142 - my_logger - INFO - 训练数据绘图ing
2024-11-08 18:35:29,092 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx
2024-11-08 18:35:29,094 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-10-27
2024-11-08 18:37:59,622 - my_logger - INFO - 删除两月不更新特征前数据量：(2492, 930)
2024-11-08 18:38:01,211 - my_logger - INFO - 删除两月不更新特征后数据量：(2492, 619)
2024-11-08 18:38:01,219 - my_logger - INFO - 删除预测列为空值的行后数据量：(1763, 619)
2024-11-08 18:38:01,226 - my_logger - INFO - 删除全为空值的列后数据量：(1763, 542)
2024-11-08 18:38:08,398 - my_logger - INFO - Libya列数据为空
2024-11-08 18:38:08,400 - my_logger - INFO - Malaysia列数据为空
2024-11-08 18:38:08,973 - my_logger - INFO -                     日度(349)            周度(190)
0       西北欧炼厂加工Brent原油CDU利润          EIA美国油品需求
1         美墨湾炼厂加工WTI原油CDU利润            中国汽柴油表需
2       新加坡炼厂加工Dubai原油CDU利润  DOE-美国汽油产量超季节性/3年
3    西北欧炼厂加工Brent原油CDU利润 M2         美国汽油表需（周度）
4      美墨湾炼厂加工WTI原油CDU利润 M2         美国汽油产量（周度）
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 18:38:08,980 - my_logger - INFO - 特征信息：总共有539个,日度(349),周度(190), 详看 附1、特征列表
        数据特征工程：
    1. 数据日期排序，新日期在最后
    2. 删除空列，特征数据列没有值，就删除
    3. 删除近两月不再更新值的指标
    4. 非日度数据填充为日度数据，填充规则：
    -- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
    -- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
        数据特征相关性分析：
    
2024-11-08 18:38:08,982 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 18:38:10,951 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 18:38:10,954 - my_logger - INFO - 今天是周一，更新预测模型
2024-11-08 18:38:10,972 - my_logger - ERROR - 最近20天预测残差最低的模型名称计算失败：attempt to get argmax of an empty sequence
2024-11-08 18:38:11,014 - my_logger - INFO - 开始训练模型...
2024-11-08 18:38:11,015 - my_logger - INFO - 模型训练完成
2024-11-08 18:38:11,029 - my_logger - INFO - 训练数据绘图ing
2024-11-08 18:41:24,740 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx
2024-11-08 18:41:24,741 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-10-27
2024-11-08 18:43:39,112 - my_logger - INFO - 删除两月不更新特征前数据量：(2492, 930)
2024-11-08 18:43:40,612 - my_logger - INFO - 删除两月不更新特征后数据量：(2492, 619)
2024-11-08 18:43:40,621 - my_logger - INFO - 删除预测列为空值的行后数据量：(1763, 619)
2024-11-08 18:43:40,629 - my_logger - INFO - 删除全为空值的列后数据量：(1763, 542)
2024-11-08 18:43:47,180 - my_logger - INFO - Libya列数据为空
2024-11-08 18:43:47,184 - my_logger - INFO - Malaysia列数据为空
2024-11-08 18:43:47,776 - my_logger - INFO -                     日度(349)            周度(190)
0       西北欧炼厂加工Brent原油CDU利润          EIA美国油品需求
1         美墨湾炼厂加工WTI原油CDU利润            中国汽柴油表需
2       新加坡炼厂加工Dubai原油CDU利润  DOE-美国汽油产量超季节性/3年
3    西北欧炼厂加工Brent原油CDU利润 M2         美国汽油表需（周度）
4      美墨湾炼厂加工WTI原油CDU利润 M2         美国汽油产量（周度）
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 18:43:47,784 - my_logger - INFO - 特征信息：总共有539个,日度(349),周度(190), 详看 附1、特征列表
        数据特征工程：
    1. 数据日期排序，新日期在最后
    2. 删除空列，特征数据列没有值，就删除
    3. 删除近两月不再更新值的指标
    4. 非日度数据填充为日度数据，填充规则：
    -- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
    -- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
        数据特征相关性分析：
    
2024-11-08 18:43:47,786 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 18:43:49,760 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 18:43:49,763 - my_logger - INFO - 今天是周一，更新预测模型
2024-11-08 18:43:49,782 - my_logger - ERROR - 最近20天预测残差最低的模型名称计算失败：attempt to get argmax of an empty sequence
2024-11-08 18:43:49,816 - my_logger - INFO - 开始训练模型...
2024-11-08 18:43:49,818 - my_logger - INFO - 模型训练完成
2024-11-08 18:43:49,830 - my_logger - INFO - 训练数据绘图ing
2024-11-08 20:12:19,170 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx
2024-11-08 20:12:19,172 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-10-27
2024-11-08 20:15:23,305 - my_logger - INFO - 删除两月不更新特征前数据量：(2492, 930)
2024-11-08 20:15:25,095 - my_logger - INFO - 删除两月不更新特征后数据量：(2492, 619)
2024-11-08 20:15:25,103 - my_logger - INFO - 删除预测列为空值的行后数据量：(1763, 619)
2024-11-08 20:15:25,113 - my_logger - INFO - 删除全为空值的列后数据量：(1763, 542)
2024-11-08 20:15:33,696 - my_logger - INFO - Libya列数据为空
2024-11-08 20:15:33,701 - my_logger - INFO - Malaysia列数据为空
2024-11-08 20:15:34,487 - my_logger - INFO -                     日度(349)            周度(190)
0       西北欧炼厂加工Brent原油CDU利润          EIA美国油品需求
1         美墨湾炼厂加工WTI原油CDU利润            中国汽柴油表需
2       新加坡炼厂加工Dubai原油CDU利润  DOE-美国汽油产量超季节性/3年
3    西北欧炼厂加工Brent原油CDU利润 M2         美国汽油表需（周度）
4      美墨湾炼厂加工WTI原油CDU利润 M2         美国汽油产量（周度）
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 20:15:34,494 - my_logger - INFO - 特征信息：总共有539个,日度(349),周度(190), 详看 附1、特征列表
        数据特征工程：
    1. 数据日期排序，新日期在最后
    2. 删除空列，特征数据列没有值，就删除
    3. 删除近两月不再更新值的指标
    4. 非日度数据填充为日度数据，填充规则：
    -- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
    -- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
        数据特征相关性分析：
    
2024-11-08 20:15:34,497 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 20:15:36,698 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 20:15:36,701 - my_logger - INFO - 今天是周一，更新预测模型
2024-11-08 20:15:36,724 - my_logger - ERROR - 最近20天预测残差最低的模型名称计算失败：attempt to get argmax of an empty sequence
2024-11-08 20:15:36,754 - my_logger - INFO - 开始训练模型...
2024-11-08 20:15:36,755 - my_logger - INFO - 模型训练完成
2024-11-08 20:15:36,767 - my_logger - INFO - 训练数据绘图ing
2024-11-08 20:16:27,245 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 20:16:27,246 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 20:19:15,036 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 20:19:16,567 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 20:19:16,574 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 20:19:16,580 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 20:19:26,241 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 20:19:26,245 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 20:19:27,032 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 20:19:27,049 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 20:19:27,051 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 20:19:29,663 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 20:19:29,664 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 20:19:29,693 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 20:19:29,709 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 20:19:29,710 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 20:19:29,711 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 21:37:35,189 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 21:37:35,190 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 21:45:11,591 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 21:45:15,391 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 21:45:15,401 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 21:45:15,410 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 21:45:38,297 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 21:45:38,303 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 21:45:40,475 - my_logger - INFO -                     <20>ն<EFBFBD>(348)            4<><34>(1)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>  EFS c1 02:30<33><30><EFBFBD>̼<EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>                             <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>                   DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2                          <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2                          <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...              ...                ...
343             C2403150124                                    
344            FVHCM1 INDEX                                    
345     lmcads03 lme comdty                                    
346         GC1 COMB Comdty                                    
347             C2404167855                                    

[348 rows x 3 columns]
2024-11-08 21:45:40,530 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(348),4<><34>(1),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 21:45:40,533 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 21:45:43,545 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 21:45:43,548 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 21:45:43,606 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 21:45:43,626 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 21:45:43,627 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 21:45:43,628 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 22:29:13,649 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 22:29:13,651 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 22:36:54,450 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 22:36:58,345 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 22:36:58,353 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 22:36:58,363 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 22:37:20,937 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 22:37:20,944 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 22:37:23,006 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 22:37:23,052 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 22:37:23,054 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 22:37:25,857 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 22:37:25,860 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 22:37:25,921 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 22:37:25,945 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 22:37:25,946 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 22:37:25,947 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 22:54:26,342 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 22:54:26,345 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 23:02:07,624 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 23:02:11,802 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 23:02:11,815 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 23:02:11,823 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 23:02:35,001 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 23:02:35,007 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 23:02:37,209 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 23:02:37,251 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 23:02:37,253 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 23:02:39,977 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 23:02:39,979 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 23:02:40,028 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 23:02:40,047 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 23:02:40,048 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 23:02:40,049 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 23:07:14,297 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.86241', LSTM = '76.698364', iTransformer = '75.98318', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.4683', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.57198', MLPMultivariate = '74.20644', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-08 23:07:27,999 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-08 23:07:28,000 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-08 23:07:28,684 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:07:30,260 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.217152239699212
2024-11-08 23:07:30,265 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:07:36,256 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.90910818847435
2024-11-08 23:07:36,260 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:07:41,919 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.531343912790739
2024-11-08 23:07:41,922 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:07:43,123 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5500443529387788
2024-11-08 23:07:43,126 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:07:49,172 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.90185005982164
2024-11-08 23:07:49,175 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:07:50,704 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.611349956994218
2024-11-08 23:07:50,706 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:07:57,018 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74899466223315
2024-11-08 23:07:57,021 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:08:03,033 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>73.8202116202404
2024-11-08 23:08:03,036 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:08:08,288 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.183295534845926
2024-11-08 23:08:08,291 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:08:09,468 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0276073890794504
2024-11-08 23:08:09,481 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:08:16,166 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34319101020204
2024-11-08 23:08:16,169 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:08:22,443 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143260984964495
2024-11-08 23:08:22,447 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-08 23:08:23,950 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-08 23:08:37,443 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-08 23:08:37,447 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 23:08:40,673 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-08 23:26:30,152 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 23:26:30,153 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 23:29:14,237 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 23:29:15,971 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 23:29:15,979 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 23:29:15,985 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 23:29:25,980 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 23:29:25,982 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 23:29:26,840 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 23:29:26,867 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 23:29:26,870 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 23:29:29,775 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 23:29:29,776 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 23:29:29,806 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 23:29:29,823 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 23:29:29,824 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 23:29:29,825 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 23:29:31,624 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.86241', LSTM = '76.698364', iTransformer = '75.98318', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.4683', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.57198', MLPMultivariate = '74.20644', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-08 23:29:34,353 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-08 23:29:34,353 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-08 23:29:34,902 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:29:35,712 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.217152239699212
2024-11-08 23:29:35,714 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:29:39,237 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.90910818847435
2024-11-08 23:29:39,239 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:29:42,165 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.531343912790739
2024-11-08 23:29:42,167 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:29:42,638 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5500443529387788
2024-11-08 23:29:42,640 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:29:45,336 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.90185005982164
2024-11-08 23:29:45,338 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:29:46,111 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.611349956994218
2024-11-08 23:29:46,112 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:29:49,649 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74899466223315
2024-11-08 23:29:49,650 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:29:52,711 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>73.8202116202404
2024-11-08 23:29:52,713 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:29:55,290 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.183295534845926
2024-11-08 23:29:55,291 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:29:55,810 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0276073890794504
2024-11-08 23:29:55,811 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:29:59,467 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34319101020204
2024-11-08 23:29:59,469 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:30:02,737 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143260984964495
2024-11-08 23:30:02,739 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-08 23:30:03,450 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-08 23:30:10,332 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-08 23:30:10,334 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 23:30:20,331 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-08 23:33:08,269 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 23:33:08,270 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 23:35:53,426 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 23:35:55,205 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 23:35:55,212 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 23:35:55,219 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 23:36:05,305 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 23:36:05,309 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 23:36:06,104 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 23:36:06,126 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 23:36:06,129 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 23:36:08,805 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 23:36:08,811 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 23:36:08,842 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 23:36:08,885 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 23:36:08,885 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 23:36:08,886 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 23:36:10,649 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.86241', LSTM = '76.698364', iTransformer = '75.98318', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.4683', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.57198', MLPMultivariate = '74.20644', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-08 23:47:08,542 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-08 23:47:08,544 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-08 23:49:51,956 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-08 23:49:53,596 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 619)
2024-11-08 23:49:53,603 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 619)
2024-11-08 23:49:53,610 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 542)
2024-11-08 23:50:03,289 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 23:50:03,291 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-08 23:50:03,988 - my_logger - INFO -                     <20>ն<EFBFBD>(349)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
344             C2403150124                   
345            FVHCM1 INDEX                   
346     lmcads03 lme comdty                   
347         GC1 COMB Comdty                   
348             C2404167855                   

[349 rows x 2 columns]
2024-11-08 23:50:04,022 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>539<33><39>,<2C>ն<EFBFBD>(349),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-08 23:50:04,026 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-08 23:50:06,512 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-08 23:50:06,514 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ԥ<EFBFBD><D4A4>ģ<EFBFBD><C4A3>
2024-11-08 23:50:06,544 - my_logger - ERROR - <20><><EFBFBD><EFBFBD>20<32><30>Ԥ<EFBFBD><D4A4><EFBFBD>в<EFBFBD><D0B2><EFBFBD><EFBFBD>͵<EFBFBD>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD>Ƽ<EFBFBD><C6BC><EFBFBD>ʧ<EFBFBD>ܣ<EFBFBD>attempt to get argmax of an empty sequence
2024-11-08 23:50:06,563 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-08 23:50:06,564 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 23:50:06,565 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-08 23:50:08,347 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.86241', LSTM = '76.698364', iTransformer = '75.98318', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.4683', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.57198', MLPMultivariate = '74.20644', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-08 23:50:11,507 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-08 23:50:11,509 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-08 23:50:12,121 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:50:12,963 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.217152239699212
2024-11-08 23:50:12,965 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:50:16,446 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.90910818847435
2024-11-08 23:50:16,448 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:50:19,440 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.531343912790739
2024-11-08 23:50:19,442 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:50:20,031 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5500443529387788
2024-11-08 23:50:20,033 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:50:23,290 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.90185005982164
2024-11-08 23:50:23,291 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:50:24,184 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.611349956994218
2024-11-08 23:50:24,185 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:50:27,882 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74899466223315
2024-11-08 23:50:27,884 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:50:30,985 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>73.8202116202404
2024-11-08 23:50:30,987 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:50:34,048 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.183295534845926
2024-11-08 23:50:34,049 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:50:34,626 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0276073890794504
2024-11-08 23:50:34,627 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:50:38,328 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34319101020204
2024-11-08 23:50:38,330 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-08 23:50:41,635 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143260984964495
2024-11-08 23:50:41,636 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-08 23:50:42,450 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-08 23:50:49,404 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-08 23:50:49,405 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-08 23:50:56,533 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 10:05:55,439 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 10:05:55,440 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 10:09:41,025 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-11 10:09:43,138 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 618)
2024-11-11 10:09:43,144 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 618)
2024-11-11 10:09:43,151 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 541)
2024-11-11 10:09:54,842 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 10:09:54,846 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 10:09:55,888 - my_logger - INFO -                     <20>ն<EFBFBD>(348)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 10:09:55,914 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>538<33><38>,<2C>ն<EFBFBD>(348),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 10:09:55,916 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 10:09:58,545 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 10:09:58,553 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 10:09:58,553 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 10:09:58,554 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 10:10:00,837 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.86241', LSTM = '76.698364', iTransformer = '75.98318', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.4683', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.57198', MLPMultivariate = '74.20644', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-11 10:10:04,175 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 10:10:04,175 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 10:10:04,620 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 10:10:05,569 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.217152239699212
2024-11-11 10:10:05,571 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 10:10:08,843 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.90910818847435
2024-11-11 10:10:08,845 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 10:10:12,323 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.531343912790739
2024-11-11 10:10:12,324 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 10:10:12,911 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5500443529387788
2024-11-11 10:10:12,912 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 10:10:16,089 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.90185005982164
2024-11-11 10:10:16,091 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 10:10:16,977 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.611349956994218
2024-11-11 10:10:16,978 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 10:10:20,559 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74899466223315
2024-11-11 10:10:20,561 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 10:10:23,753 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>73.8202116202404
2024-11-11 10:10:23,754 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 10:10:26,310 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.97315734820405
2024-11-11 10:10:26,312 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 10:10:26,891 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0276073890794504
2024-11-11 10:10:26,892 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 10:10:30,041 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34319101020204
2024-11-11 10:10:30,043 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 10:10:33,664 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143260984964495
2024-11-11 10:10:33,666 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 10:10:34,375 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 10:10:41,768 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 10:10:41,769 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 10:10:44,518 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 10:12:47,010 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx
2024-11-11 10:12:47,011 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-10-27
2024-11-11 10:14:13,644 - my_logger - INFO - 删除两月不更新特征前数据量：(2492, 930)
2024-11-11 10:14:14,653 - my_logger - INFO - 删除两月不更新特征后数据量：(2492, 618)
2024-11-11 10:14:14,659 - my_logger - INFO - 删除预测列为空值的行后数据量：(1763, 618)
2024-11-11 10:14:14,664 - my_logger - INFO - 删除全为空值的列后数据量：(1763, 541)
2024-11-11 10:14:18,905 - my_logger - INFO - Libya列数据为空
2024-11-11 10:14:18,908 - my_logger - INFO - Malaysia列数据为空
2024-11-11 10:14:19,258 - my_logger - INFO -                     日度(348)            周度(190)
0       西北欧炼厂加工Brent原油CDU利润          EIA美国油品需求
1         美墨湾炼厂加工WTI原油CDU利润            中国汽柴油表需
2       新加坡炼厂加工Dubai原油CDU利润  DOE-美国汽油产量超季节性/3年
3    西北欧炼厂加工Brent原油CDU利润 M2         美国汽油表需（周度）
4      美墨湾炼厂加工WTI原油CDU利润 M2         美国汽油产量（周度）
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 10:14:19,263 - my_logger - INFO - 特征信息：总共有538个,日度(348),周度(190), 详看 附1、特征列表
        数据特征工程：
    1. 数据日期排序，新日期在最后
    2. 删除空列，特征数据列没有值，就删除
    3. 删除近两月不再更新值的指标
    4. 非日度数据填充为日度数据，填充规则：
    -- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
    -- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
        数据特征相关性分析：
    
2024-11-11 10:14:19,265 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 10:14:20,658 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 10:15:05,193 - my_logger - INFO - 训练数据绘图ing
2024-11-11 10:25:04,767 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.86241', LSTM = '76.698364', iTransformer = '75.98318', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.4683', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.57198', MLPMultivariate = '74.20644', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-11 10:25:08,943 - my_logger - INFO - 训练数据绘图end
2024-11-11 10:25:08,944 - my_logger - INFO - 制作报告ing
2024-11-11 10:25:09,397 - my_logger - INFO - 开始绘制Kpler数据--原油出口类指标的相关性直方图
2024-11-11 10:25:10,521 - my_logger - INFO - Kpler数据--原油出口类指标的相关性总和为：1.217152239699212
2024-11-11 10:25:10,524 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
2024-11-11 10:25:14,915 - my_logger - INFO - 价格类指标的相关性总和为：97.90910818847435
2024-11-11 10:25:14,917 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
2024-11-11 10:25:19,038 - my_logger - INFO - 供应类指标的相关性总和为：15.531343912790739
2024-11-11 10:25:19,040 - my_logger - INFO - 开始绘制供应给类指标的相关性直方图
2024-11-11 10:25:19,765 - my_logger - INFO - 供应给类指标的相关性总和为：1.5500443529387788
2024-11-11 10:25:19,767 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
2024-11-11 10:25:23,935 - my_logger - INFO - 其他类指标的相关性总和为：6.90185005982164
2024-11-11 10:25:23,937 - my_logger - INFO - 开始绘制宏观类指标的相关性直方图
2024-11-11 10:25:25,056 - my_logger - INFO - 宏观类指标的相关性总和为：2.611349956994218
2024-11-11 10:25:25,058 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
2024-11-11 10:25:29,624 - my_logger - INFO - 库存类指标的相关性总和为：39.74899466223315
2024-11-11 10:25:29,628 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图
2024-11-11 10:25:33,786 - my_logger - INFO - 期货市场类指标的相关性总和为：73.8202116202404
2024-11-11 10:25:33,789 - my_logger - INFO - 开始绘制西北欧市场类指标的相关性直方图
2024-11-11 10:25:37,176 - my_logger - INFO - 西北欧市场类指标的相关性总和为：5.97315734820405
2024-11-11 10:25:37,178 - my_logger - INFO - 开始绘制运输类指标的相关性直方图
2024-11-11 10:25:37,908 - my_logger - INFO - 运输类指标的相关性总和为：1.0276073890794504
2024-11-11 10:25:37,910 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
2024-11-11 10:25:42,126 - my_logger - INFO - 进出口类指标的相关性总和为：12.34319101020204
2024-11-11 10:25:42,129 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
2024-11-11 10:25:46,701 - my_logger - INFO - 需求类指标的相关性总和为：15.143260984964495
2024-11-11 10:25:46,703 - my_logger - INFO - 开始绘制相关性总和的气泡图
2024-11-11 10:25:47,683 - my_logger - INFO - 绘制相关性总和的气泡图结束
2024-11-11 10:25:55,229 - my_logger - INFO - 制作报告end
2024-11-11 10:25:55,231 - my_logger - INFO - 模型训练完成
2024-11-11 10:25:55,650 - my_logger - INFO - 训练数据绘图ing
2024-11-11 10:26:35,397 - my_logger - INFO - 训练数据绘图ing
2024-11-11 10:27:29,837 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx
2024-11-11 10:27:29,839 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-10-27
2024-11-11 10:29:01,581 - my_logger - INFO - 删除两月不更新特征前数据量：(2492, 930)
2024-11-11 10:29:02,549 - my_logger - INFO - 删除两月不更新特征后数据量：(2492, 618)
2024-11-11 10:29:02,555 - my_logger - INFO - 删除预测列为空值的行后数据量：(1763, 618)
2024-11-11 10:29:02,561 - my_logger - INFO - 删除全为空值的列后数据量：(1763, 541)
2024-11-11 10:29:06,876 - my_logger - INFO - Libya列数据为空
2024-11-11 10:29:06,878 - my_logger - INFO - Malaysia列数据为空
2024-11-11 10:29:07,230 - my_logger - INFO -                     日度(348)            周度(190)
0       西北欧炼厂加工Brent原油CDU利润          EIA美国油品需求
1         美墨湾炼厂加工WTI原油CDU利润            中国汽柴油表需
2       新加坡炼厂加工Dubai原油CDU利润  DOE-美国汽油产量超季节性/3年
3    西北欧炼厂加工Brent原油CDU利润 M2         美国汽油表需（周度）
4      美墨湾炼厂加工WTI原油CDU利润 M2         美国汽油产量（周度）
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 10:29:07,235 - my_logger - INFO - 特征信息：总共有538个,日度(348),周度(190), 详看 附1、特征列表
        数据特征工程：
    1. 数据日期排序，新日期在最后
    2. 删除空列，特征数据列没有值，就删除
    3. 删除近两月不再更新值的指标
    4. 非日度数据填充为日度数据，填充规则：
    -- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
    -- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
        数据特征相关性分析：
    
2024-11-11 10:29:07,237 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 10:29:08,701 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 10:29:25,564 - my_logger - INFO - 训练数据绘图ing
2024-11-11 10:30:02,554 - my_logger - INFO - 训练数据绘图ing
2024-11-11 10:31:51,102 - my_logger - INFO - 训练数据绘图ing
2024-11-11 10:32:12,750 - my_logger - INFO - 训练数据绘图ing
2024-11-11 10:32:30,637 - my_logger - INFO - 读取本地数据：dataset\原油指标数据.xlsx
2024-11-11 10:32:30,638 - my_logger - INFO - getdata接收：dataset\原油指标数据.xlsx date 2024-10-27
2024-11-11 10:36:29,943 - my_logger - INFO - 删除两月不更新特征前数据量：(2492, 930)
2024-11-11 10:36:32,167 - my_logger - INFO - 删除两月不更新特征后数据量：(2492, 618)
2024-11-11 10:36:32,175 - my_logger - INFO - 删除预测列为空值的行后数据量：(1763, 618)
2024-11-11 10:36:32,181 - my_logger - INFO - 删除全为空值的列后数据量：(1763, 541)
2024-11-11 10:36:43,868 - my_logger - INFO - Libya列数据为空
2024-11-11 10:36:43,871 - my_logger - INFO - Malaysia列数据为空
2024-11-11 10:36:44,934 - my_logger - INFO -                     日度(348)            周度(190)
0       西北欧炼厂加工Brent原油CDU利润          EIA美国油品需求
1         美墨湾炼厂加工WTI原油CDU利润            中国汽柴油表需
2       新加坡炼厂加工Dubai原油CDU利润  DOE-美国汽油产量超季节性/3年
3    西北欧炼厂加工Brent原油CDU利润 M2         美国汽油表需（周度）
4      美墨湾炼厂加工WTI原油CDU利润 M2         美国汽油产量（周度）
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 10:36:44,946 - my_logger - INFO - 特征信息：总共有538个,日度(348),周度(190), 详看 附1、特征列表
        数据特征工程：
    1. 数据日期排序，新日期在最后
    2. 删除空列，特征数据列没有值，就删除
    3. 删除近两月不再更新值的指标
    4. 非日度数据填充为日度数据，填充规则：
    -- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
    -- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
        数据特征相关性分析：
    
2024-11-11 10:36:44,948 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 10:36:46,544 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 10:37:44,151 - my_logger - INFO - 训练数据绘图ing
2024-11-11 10:39:14,734 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 10:39:14,735 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 10:43:01,484 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-11 10:43:03,614 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 618)
2024-11-11 10:43:03,620 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 618)
2024-11-11 10:43:03,625 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 541)
2024-11-11 10:43:15,162 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 10:43:15,165 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 10:43:16,189 - my_logger - INFO -                     <20>ն<EFBFBD>(348)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 10:43:16,216 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>538<33><38>,<2C>ն<EFBFBD>(348),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 10:43:16,218 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 10:43:17,910 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 10:43:17,918 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 10:43:17,919 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 10:43:17,920 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 10:48:24,267 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 10:48:24,268 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 10:52:12,744 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-11 10:52:14,907 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 618)
2024-11-11 10:52:14,913 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 618)
2024-11-11 10:52:14,920 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 541)
2024-11-11 10:52:26,516 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 10:52:26,520 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 10:52:27,542 - my_logger - INFO -                     <20>ն<EFBFBD>(348)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 10:52:27,568 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>538<33><38>,<2C>ն<EFBFBD>(348),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 10:52:27,570 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 10:52:29,195 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 10:52:29,203 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 10:52:29,203 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 10:52:29,204 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 10:56:00,479 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 10:56:00,480 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 11:00:06,970 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-11 11:00:09,252 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 618)
2024-11-11 11:00:09,258 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 618)
2024-11-11 11:00:09,264 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 541)
2024-11-11 11:00:21,508 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 11:00:21,511 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 11:00:22,582 - my_logger - INFO -                     <20>ն<EFBFBD>(348)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 11:00:22,612 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>538<33><38>,<2C>ն<EFBFBD>(348),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 11:00:22,614 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 11:00:24,304 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 11:00:24,312 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 11:00:24,312 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:00:24,313 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 11:02:36,739 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 11:02:36,740 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 11:06:27,202 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-11 11:06:29,648 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 618)
2024-11-11 11:06:29,655 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 618)
2024-11-11 11:06:29,660 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 541)
2024-11-11 11:06:41,430 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 11:06:41,434 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 11:06:42,639 - my_logger - INFO -                     <20>ն<EFBFBD>(348)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 11:06:42,672 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>538<33><38>,<2C>ն<EFBFBD>(348),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 11:06:42,675 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 11:06:44,460 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 11:06:44,468 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 11:06:44,469 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:06:44,469 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 11:12:31,972 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 11:12:31,973 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 11:17:04,682 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 11:17:04,684 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 11:20:53,709 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-11 11:20:55,840 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 618)
2024-11-11 11:20:55,846 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 618)
2024-11-11 11:20:55,852 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 541)
2024-11-11 11:21:07,460 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 11:21:07,463 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 11:21:08,490 - my_logger - INFO -                     <20>ն<EFBFBD>(348)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 11:21:08,517 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>538<33><38>,<2C>ն<EFBFBD>(348),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 11:21:08,518 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 11:21:10,198 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 11:21:10,207 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 11:21:10,207 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:21:10,208 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 11:26:56,511 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 11:26:56,512 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 11:30:44,213 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-11 11:30:46,399 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 618)
2024-11-11 11:30:46,406 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 618)
2024-11-11 11:30:46,412 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 541)
2024-11-11 11:30:57,962 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 11:30:57,966 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 11:30:58,970 - my_logger - INFO -                     <20>ն<EFBFBD>(348)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 11:30:58,997 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>538<33><38>,<2C>ն<EFBFBD>(348),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 11:30:58,999 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 11:31:00,692 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 11:31:00,699 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 11:31:00,700 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:31:00,701 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 11:34:47,334 - my_logger - INFO - <20><>eta<74><61>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD>...
2024-11-11 11:36:56,394 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c1-c2
2024-11-11 11:36:56,395 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent-TI
2024-11-11 11:36:56,396 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai swap c1-c2
2024-11-11 11:36:56,396 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai swap c1-c3
2024-11-11 11:36:56,397 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> RBOB<4F><42>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>/5DMA5<41>ջ<EFBFBD><D5BB><EFBFBD>/65DMA
2024-11-11 11:36:56,398 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>/5DMA5<41>ջ<EFBFBD><D5BB><EFBFBD>/65DMA
2024-11-11 11:36:56,398 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>/65DMA
2024-11-11 11:36:56,399 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> RBOB<4F><42>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>/65DMA
2024-11-11 11:36:56,399 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>/5DMA5<41>ջ<EFBFBD><D5BB><EFBFBD>
2024-11-11 11:36:56,400 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> RBOB<4F><42>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>/5DMA5<41>ջ<EFBFBD><D5BB><EFBFBD>
2024-11-11 11:36:56,400 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>/5DMA
2024-11-11 11:36:56,401 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> RBOB<4F><42>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>/5DMA
2024-11-11 11:36:56,401 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> RBOB&HO<48><4F>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD>532<33>ѽ<EFBFBD>
2024-11-11 11:36:56,402 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> RBOB<4F><42>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>
2024-11-11 11:36:56,402 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>
2024-11-11 11:36:56,402 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD>
2024-11-11 11:36:56,403 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> RBOB<4F><42>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD>
2024-11-11 11:36:56,403 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ͽ<EFBFBD>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD>
2024-11-11 11:36:56,404 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>/2DMA
2024-11-11 11:36:56,404 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>/7DMA
2024-11-11 11:36:56,405 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>/23DMA
2024-11-11 11:36:56,406 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>ԭ<EFBFBD>Ϳ<EFBFBD><CDBF>泬<EFBFBD><E6B3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/5<><35><EFBFBD><EFBFBD><EFBFBD>ϲв<CFB2>/WTI c1-c6
2024-11-11 11:36:56,406 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>/5DMA
2024-11-11 11:36:56,407 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c1-c2<63><32><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
2024-11-11 11:36:56,407 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼ۣ<CCBC><DBA3><EFBFBD>Ծ<EFBFBD><D4BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,408 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>/11DMA
2024-11-11 11:36:56,408 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ɽ<><C9BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD><D1BD>۲<EFBFBD><DBB2><EFBFBD><EFBFBD>ϲв<CFB2>/<2F>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ۣ<EFBFBD><DBA3><EFBFBD>Ծ<EFBFBD><D4BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,409 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ɽ<><C9BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD><D1BD>۲<EFBFBD><DBB2><EFBFBD><EFBFBD>ϲв<CFB2>/
2024-11-11 11:36:56,409 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ԭ<><D4AD>(<28>й<EFBFBD>ʤ<EFBFBD><CAA4>)<29><><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,410 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>/21DMA
2024-11-11 11:36:56,410 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>/14DMA
2024-11-11 11:36:56,411 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>/15DMA
2024-11-11 11:36:56,411 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1-<2D><>12
2024-11-11 11:36:56,412 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent-SC<53>۲<EFBFBD>
2024-11-11 11:36:56,413 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC<53><43>2-<2D><>3<EFBFBD>²<EFBFBD>
2024-11-11 11:36:56,413 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC<53><43>1-<2D><>6
2024-11-11 11:36:56,414 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC<53><43>1-<2D><>2
2024-11-11 11:36:56,414 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC<53><43>1-<2D><>3<EFBFBD>²<EFBFBD>
2024-11-11 11:36:56,415 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>1-<2D><>6
2024-11-11 11:36:56,415 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>1-<2D><>3
2024-11-11 11:36:56,416 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>1-<2D><>2<EFBFBD><32>Լ
2024-11-11 11:36:56,416 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> RBOB<4F><42>1-<2D><>2
2024-11-11 11:36:56,417 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> RBOB<4F><42>1-<2D><>3
2024-11-11 11:36:56,417 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> RBOB<4F><42>1-<2D><>6
2024-11-11 11:36:56,419 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> RBOB<4F><42>2-<2D><>3<EFBFBD>²<EFBFBD>
2024-11-11 11:36:56,419 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman<61><6E>2-<2D><>3<EFBFBD>²<EFBFBD>
2024-11-11 11:36:56,419 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent-Oman<61>۲<EFBFBD>
2024-11-11 11:36:56,420 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DUBAIԭ<49><D4AD><EFBFBD><EFBFBD>ˮ
2024-11-11 11:36:56,420 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD><EFBFBD><EFBFBD>ˮ
2024-11-11 11:36:56,421 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC<53><43><EFBFBD><EFBFBD><EFBFBD>۲<EFBFBD>
2024-11-11 11:36:56,421 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI c1-c36
2024-11-11 11:36:56,422 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI c1-c24
2024-11-11 11:36:56,422 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI c1-c12
2024-11-11 11:36:56,423 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI c1-c6
2024-11-11 11:36:56,423 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI c1-c3
2024-11-11 11:36:56,424 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI c1-c2
2024-11-11 11:36:56,424 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c1-c36
2024-11-11 11:36:56,425 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c1-c24
2024-11-11 11:36:56,425 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c1-c12
2024-11-11 11:36:56,426 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c1-c9
2024-11-11 11:36:56,426 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c1-c6
2024-11-11 11:36:56,427 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c1-c3
2024-11-11 11:36:56,427 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c1-c2
2024-11-11 11:36:56,428 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent-WTI
2024-11-11 11:36:56,429 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>1<EFBFBD>ջ<EFBFBD><D5BB><EFBFBD>
2024-11-11 11:36:56,429 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>1<EFBFBD>ջ<EFBFBD><D5BB><EFBFBD>
2024-11-11 11:36:56,430 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI<54><49>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD><DBB8><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>500ָ<30><D6B8>
2024-11-11 11:36:56,430 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>:INEԭ<45><D4AD>
2024-11-11 11:36:56,431 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ֲ<EFBFBD><D6B2><EFBFBD>:INEԭ<45><D4AD>
2024-11-11 11:36:56,431 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ֲ<EFBFBD><D6B2><EFBFBD>(<28><>Ծ<EFBFBD><D4BE>Լ):INEԭ<45><D4AD>
2024-11-11 11:36:56,432 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ֲ<EFBFBD><D6B2><EFBFBD>(<28><><EFBFBD><EFBFBD>):INEԭ<45><D4AD>
2024-11-11 11:36:56,432 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai<61><69>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,433 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai<61><69>2<EFBFBD><32>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,433 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai<61><69>4<EFBFBD><34>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,434 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai<61><69>1-<2D><>4<EFBFBD>²<EFBFBD>
2024-11-11 11:36:56,434 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>RBOB<4F>ڻ<EFBFBD>2212<31>·ݺ<C2B7>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,435 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>RBOB<4F>ڻ<EFBFBD>2301<30>·ݺ<C2B7>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,435 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>RBOB<4F>ڻ<EFBFBD>2306<30>·ݺ<C2B7>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,436 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>RBOB<4F>ڻ<EFBFBD>2309<30>·ݺ<C2B7>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,436 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> OMANԭ<4E>ͣ<EFBFBD><CDA3><EFBFBD><EFBFBD>ʣ<EFBFBD>Զ<EFBFBD><D4B6><EFBFBD>ֻ<EFBFBD>DES<45>ۣ<EFBFBD>ɽ<EFBFBD><C9BD><EFBFBD><EFBFBD><EFBFBD>գ<EFBFBD>
2024-11-11 11:36:56,437 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PVM Dubai EFS/Swap vs ICE First Month Brent
2024-11-11 11:36:56,437 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Ebob<6F><62>1<EFBFBD><31>Լ
2024-11-11 11:36:56,437 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ӡ<><D3A1>ԭ<EFBFBD><D4AD><EFBFBD><EFBFBD>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,438 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai<61><69>7<EFBFBD><37>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,438 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai<61><69>9<EFBFBD><39>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,439 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ϰ<EFBFBD><CFB0><EFBFBD>7-<2D><>9<EFBFBD>²<EFBFBD>
2024-11-11 11:36:56,439 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE<43><45><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>4<EFBFBD><34>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,440 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ۣ<EFBFBD><DBA3><EFBFBD>Ծ<EFBFBD><D4BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,440 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>صϰݵ<CFB0><DDB5><EFBFBD> EFS
2024-11-11 11:36:56,441 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>2
2024-11-11 11:36:56,441 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(<28><><EFBFBD><EFBFBD>):INEԭ<45><D4AD>
2024-11-11 11:36:56,442 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI<54><49>2<EFBFBD><32>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,442 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼ۣ<CCBC>WTIԭ<49><D4AD>
2024-11-11 11:36:56,443 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼ۣ<CCBC><DBA3><EFBFBD>Ծ<EFBFBD><D4BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,443 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SCԭ<43><D4AD><EFBFBD>ڻ<EFBFBD><DABB>۸<EFBFBD>
2024-11-11 11:36:56,444 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI<54><49>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,445 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI<54><49>4<EFBFBD><34>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,445 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,446 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>4<EFBFBD><34>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,447 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC/ZC<5A><43><EFBFBD><EFBFBD>Ծ<EFBFBD><D4BE>Լ<EFBFBD><D4BC>
2024-11-11 11:36:56,447 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent/<2F>ϰ<EFBFBD>ԭ<EFBFBD><D4AD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ˮ
2024-11-11 11:36:56,447 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC<53>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,449 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI<54><49>24<32><34>Լ
2024-11-11 11:36:56,449 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI<54><49>7<EFBFBD><37>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,450 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(<28><>Ծ<EFBFBD><D4BE>Լ):INEԭ<45><D4AD>
2024-11-11 11:36:56,450 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> BU-SC<53><43><EFBFBD><EFBFBD>Ծ<EFBFBD><D4BE>Լ<EFBFBD><D4BC>
2024-11-11 11:36:56,451 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE<50><45><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,451 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI<54><49>12<31><32>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,452 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> W-B<><42>Ծ<EFBFBD><D4BE>Լ<EFBFBD>۲<EFBFBD>
2024-11-11 11:36:56,452 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> B-W<><57>Ծ<EFBFBD><D4BE>Լ<EFBFBD>۲<EFBFBD>
2024-11-11 11:36:56,453 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>24<32><34>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,453 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI<54><49>Ծ<EFBFBD><D4BE>Լ
2024-11-11 11:36:56,454 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-11-11 11:36:56,454 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼ۣ<CCBC><DBA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>INEԭ<45><D4AD>
2024-11-11 11:36:56,455 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>6<EFBFBD><36>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,455 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>12<31><32>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,456 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>9<EFBFBD><39>Լ
2024-11-11 11:36:56,456 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> brent<6E><74>3<EFBFBD><33>Լ
2024-11-11 11:36:56,457 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>5
2024-11-11 11:36:56,457 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>10<31><30>Լ
2024-11-11 11:36:56,458 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>11<31><31>Լ
2024-11-11 11:36:56,458 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI<54><49>3<EFBFBD><33>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,459 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent <20><>7<EFBFBD><37>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,459 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>8<EFBFBD><38>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,460 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>13
2024-11-11 11:36:56,460 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c14
2024-11-11 11:36:56,461 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c15
2024-11-11 11:36:56,462 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c16
2024-11-11 11:36:56,462 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c17
2024-11-11 11:36:56,463 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c18
2024-11-11 11:36:56,463 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c19
2024-11-11 11:36:56,464 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c20
2024-11-11 11:36:56,464 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c1
2024-11-11 11:36:56,465 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c21
2024-11-11 11:36:56,465 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c22
2024-11-11 11:36:56,466 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c23
2024-11-11 11:36:56,466 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c25
2024-11-11 11:36:56,467 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c26
2024-11-11 11:36:56,467 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c27
2024-11-11 11:36:56,468 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c28
2024-11-11 11:36:56,468 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c29
2024-11-11 11:36:56,468 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c30
2024-11-11 11:36:56,469 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c31
2024-11-11 11:36:56,469 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c32
2024-11-11 11:36:56,470 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c33
2024-11-11 11:36:56,470 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c34
2024-11-11 11:36:56,471 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c35
2024-11-11 11:36:56,471 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c36
2024-11-11 11:36:56,472 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c5
2024-11-11 11:36:56,472 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c6
2024-11-11 11:36:56,473 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c8
2024-11-11 11:36:56,473 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c9
2024-11-11 11:36:56,474 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c10
2024-11-11 11:36:56,474 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c11
2024-11-11 11:36:56,475 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c13
2024-11-11 11:36:56,475 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c14
2024-11-11 11:36:56,476 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c15
2024-11-11 11:36:56,476 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c16
2024-11-11 11:36:56,477 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c17
2024-11-11 11:36:56,477 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c18
2024-11-11 11:36:56,478 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c19
2024-11-11 11:36:56,478 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c20
2024-11-11 11:36:56,480 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c21
2024-11-11 11:36:56,480 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c22
2024-11-11 11:36:56,481 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c23
2024-11-11 11:36:56,481 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c25
2024-11-11 11:36:56,482 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c26
2024-11-11 11:36:56,482 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c27
2024-11-11 11:36:56,483 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c28
2024-11-11 11:36:56,483 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c29
2024-11-11 11:36:56,484 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c30
2024-11-11 11:36:56,484 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c31
2024-11-11 11:36:56,485 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c32
2024-11-11 11:36:56,485 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c33
2024-11-11 11:36:56,486 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c34
2024-11-11 11:36:56,486 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c35
2024-11-11 11:36:56,487 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c36
2024-11-11 11:36:56,487 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c1
2024-11-11 11:36:56,487 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c2
2024-11-11 11:36:56,488 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c3
2024-11-11 11:36:56,488 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c4
2024-11-11 11:36:56,489 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c5
2024-11-11 11:36:56,489 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c6
2024-11-11 11:36:56,489 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c7
2024-11-11 11:36:56,491 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c8
2024-11-11 11:36:56,492 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c9
2024-11-11 11:36:56,492 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c10
2024-11-11 11:36:56,493 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c11
2024-11-11 11:36:56,493 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c12
2024-11-11 11:36:56,493 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c13
2024-11-11 11:36:56,493 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c14
2024-11-11 11:36:56,495 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c15
2024-11-11 11:36:56,496 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c16
2024-11-11 11:36:56,496 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c17
2024-11-11 11:36:56,497 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c18
2024-11-11 11:36:56,497 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c19
2024-11-11 11:36:56,497 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c20
2024-11-11 11:36:56,497 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> EFS c1
2024-11-11 11:36:56,498 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> EFS c2
2024-11-11 11:36:56,498 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> EFS c3
2024-11-11 11:36:56,499 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> EFS c4
2024-11-11 11:36:56,499 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> EFS c5
2024-11-11 11:36:56,499 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> EFS c6
2024-11-11 11:36:56,501 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c15
2024-11-11 11:36:56,501 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c16
2024-11-11 11:36:56,502 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c17
2024-11-11 11:36:56,502 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c18
2024-11-11 11:36:56,502 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c19
2024-11-11 11:36:56,504 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c20
2024-11-11 11:36:56,504 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c21
2024-11-11 11:36:56,505 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c22
2024-11-11 11:36:56,505 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c1
2024-11-11 11:36:56,506 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c2
2024-11-11 11:36:56,506 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c3
2024-11-11 11:36:56,507 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c4
2024-11-11 11:36:56,507 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c5
2024-11-11 11:36:56,508 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c6
2024-11-11 11:36:56,508 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c7
2024-11-11 11:36:56,509 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c8
2024-11-11 11:36:56,509 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c9
2024-11-11 11:36:56,510 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c10
2024-11-11 11:36:56,510 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c11
2024-11-11 11:36:56,511 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c12
2024-11-11 11:36:56,511 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c13
2024-11-11 11:36:56,512 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c14
2024-11-11 11:36:56,512 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c15
2024-11-11 11:36:56,513 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c16
2024-11-11 11:36:56,514 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c17
2024-11-11 11:36:56,514 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c18
2024-11-11 11:36:56,515 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c19
2024-11-11 11:36:56,515 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c20
2024-11-11 11:36:56,516 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c21
2024-11-11 11:36:56,516 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c22
2024-11-11 11:36:56,517 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c23
2024-11-11 11:36:56,517 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c24
2024-11-11 11:36:56,518 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c25
2024-11-11 11:36:56,518 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c26
2024-11-11 11:36:56,519 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c27
2024-11-11 11:36:56,519 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c28
2024-11-11 11:36:56,520 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c29
2024-11-11 11:36:56,520 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c30
2024-11-11 11:36:56,521 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c31
2024-11-11 11:36:56,521 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c32
2024-11-11 11:36:56,521 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c33
2024-11-11 11:36:56,522 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c34
2024-11-11 11:36:56,522 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c35
2024-11-11 11:36:56,523 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c36
2024-11-11 11:36:56,523 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c37
2024-11-11 11:36:56,523 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c38
2024-11-11 11:36:56,524 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DME Oman c1
2024-11-11 11:36:56,524 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DME Oman c2
2024-11-11 11:36:56,525 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DME Oman c3
2024-11-11 11:36:56,525 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DME Oman c4
2024-11-11 11:36:56,526 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DME Oman c5
2024-11-11 11:36:56,526 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DME Oman c6
2024-11-11 11:36:56,527 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Murban Futures c1
2024-11-11 11:36:56,527 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Murban Futures c2
2024-11-11 11:36:56,528 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Murban Futures c3
2024-11-11 11:36:56,529 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Murban Futures c4
2024-11-11 11:36:56,529 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Murban Futures c5
2024-11-11 11:36:56,530 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Murban Futures c6
2024-11-11 11:36:56,530 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>6<EFBFBD><36>Լ
2024-11-11 11:36:56,531 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>5<EFBFBD><35>Լ
2024-11-11 11:36:56,531 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ho<68><6F>7<EFBFBD><37>Լ
2024-11-11 11:36:56,532 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>8<EFBFBD><38>Լ
2024-11-11 11:36:56,532 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>9<EFBFBD><39>Լ
2024-11-11 11:36:56,533 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>10<31><30>Լ
2024-11-11 11:36:56,533 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>11<31><31>Լ
2024-11-11 11:36:56,534 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>12<31><32>Լ
2024-11-11 11:36:56,534 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> CFD W1
2024-11-11 11:36:56,535 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> CFD W6
2024-11-11 11:36:56,535 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><>Ծ<EFBFBD><D4BE>Լ):INEԭ<45><D4AD>
2024-11-11 11:36:56,536 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>:INEԭ<45><D4AD>
2024-11-11 11:36:56,536 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>
2024-11-11 11:36:56,537 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>ܼ<EFBFBD>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,537 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>ܼ<EFBFBD>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(I <20><>)
2024-11-11 11:36:56,538 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>ܼ<EFBFBD>-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ķԭ<C4B7><D4AD>
2024-11-11 11:36:56,538 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>ܼ<EFBFBD>-<2D><><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,539 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>ܼ<EFBFBD>-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,539 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>ܼ<EFBFBD>-<2D>ϰ<EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,540 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD><EFBFBD><EFBFBD>˰-<2D>¶<EFBFBD><C2B6><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,540 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㽭:<3A>ϼ<EFBFBD>
2024-11-11 11:36:56,541 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㽭:<3A>л<EFBFBD><D0BB><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,541 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㽭:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD>
2024-11-11 11:36:56,542 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㽭:<3A><><EFBFBD><EFBFBD>ʯ<EFBFBD><CAAF>
2024-11-11 11:36:56,542 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㽭:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD>ӵ<EFBFBD>
2024-11-11 11:36:56,543 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>ϼ<EFBFBD>
2024-11-11 11:36:56,543 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>ൺ<EFBFBD><E0B5BA>ʵ<EFBFBD><CAB5>
2024-11-11 11:36:56,544 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>л<EFBFBD><D0BB><EFBFBD><EFBFBD><EFBFBD>Ϋ<EFBFBD><CEAB>
2024-11-11 11:36:56,544 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>ൺ<EFBFBD><E0B5BA>Ħ<EFBFBD><C4A6><EFBFBD><EFBFBD>
2024-11-11 11:36:56,545 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,545 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>Ϻ<EFBFBD>:<3A>ϼ<EFBFBD>
2024-11-11 11:36:56,547 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>Ϻ<EFBFBD>:<3A><>ɽʯ<C9BD><CAAF>
2024-11-11 11:36:56,547 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㶫:<3A>ϼ<EFBFBD>
2024-11-11 11:36:56,548 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㶫:<3A><><EFBFBD><EFBFBD>տ<EFBFBD><D5BF>
2024-11-11 11:36:56,548 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㶫:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF>տ<EFBFBD><D5BF>
2024-11-11 11:36:56,549 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A>ϼ<EFBFBD>
2024-11-11 11:36:56,549 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ
2024-11-11 11:36:56,550 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD><EFBFBD><EFBFBD>˰
2024-11-11 11:36:56,550 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,551 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A>ϼ<EFBFBD>
2024-11-11 11:36:56,551 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,552 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>ӱ<EFBFBD>:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,552 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A>ϼ<EFBFBD>
2024-11-11 11:36:56,553 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A>㽭:<3A>ϼ<EFBFBD>
2024-11-11 11:36:56,553 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A>㶫:<3A>ϼ<EFBFBD>
2024-11-11 11:36:56,554 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A>ϼ<EFBFBD>
2024-11-11 11:36:56,554 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A>ӱ<EFBFBD>:<3A>ϼ<EFBFBD>
2024-11-11 11:36:56,555 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A>Ϻ<EFBFBD>:<3A>ϼ<EFBFBD>
2024-11-11 11:36:56,555 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A>ϼ<EFBFBD>
2024-11-11 11:36:56,556 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>ϼ<EFBFBD>
2024-11-11 11:36:56,556 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A>㽭:<3A>л<EFBFBD><D0BB><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,556 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A>㽭:<3A><><EFBFBD><EFBFBD>ʯ<EFBFBD><CAAF>
2024-11-11 11:36:56,557 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A>㽭:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD>ӵ<EFBFBD>
2024-11-11 11:36:56,557 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A>Ϻ<EFBFBD>:<3A><>ɽʯ<C9BD><CAAF>
2024-11-11 11:36:56,558 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A>㶫:<3A><><EFBFBD><EFBFBD>տ<EFBFBD><D5BF>
2024-11-11 11:36:56,558 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A>㶫:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF>տ<EFBFBD><D5BF>
2024-11-11 11:36:56,559 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ
2024-11-11 11:36:56,559 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD><EFBFBD><EFBFBD>˰
2024-11-11 11:36:56,560 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,560 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,561 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>ൺ<EFBFBD><E0B5BA>ʵ<EFBFBD><CAB5>
2024-11-11 11:36:56,562 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>л<EFBFBD><D0BB><EFBFBD><EFBFBD><EFBFBD>Ϋ<EFBFBD><CEAB>
2024-11-11 11:36:56,562 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>ൺ<EFBFBD><E0B5BA>Ħ<EFBFBD><C4A6><EFBFBD><EFBFBD>
2024-11-11 11:36:56,563 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>͹<EFBFBD><CDB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,563 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD><EFBFBD><EFBFBD>:INEԭ<45><D4AD>:<3A>ӱ<EFBFBD>:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,564 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><>ɽ:<3A><><EFBFBD>ÿ<EFBFBD><C3BF><EFBFBD>:ԭ<><D4AD>
2024-11-11 11:36:56,564 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㽭:<3A>л<EFBFBD><D0BB><EFBFBD><EFBFBD><EFBFBD>-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ķԭ<C4B7><D4AD>
2024-11-11 11:36:56,565 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㽭:<3A>л<EFBFBD><D0BB><EFBFBD><EFBFBD><EFBFBD>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,565 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㽭:<3A>л<EFBFBD><D0BB><EFBFBD><EFBFBD><EFBFBD>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(I <20><>)
2024-11-11 11:36:56,566 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㽭:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD>-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ķԭ<C4B7><D4AD>
2024-11-11 11:36:56,567 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㽭:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD>ӵ<EFBFBD>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,567 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㽭:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD>ӵ<EFBFBD>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(I <20><>)
2024-11-11 11:36:56,568 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>ൺ<EFBFBD>۶<EFBFBD><DBB6>ҿ<EFBFBD>-<2D><><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,568 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>л<EFBFBD><D0BB><EFBFBD><EFBFBD><EFBFBD>Ϋ<EFBFBD><CEAB>-<2D><><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,569 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>л<EFBFBD><D0BB><EFBFBD><EFBFBD><EFBFBD>Ϋ<EFBFBD><CEAB>-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ķԭ<C4B7><D4AD>
2024-11-11 11:36:56,569 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>л<EFBFBD><D0BB><EFBFBD><EFBFBD><EFBFBD>Ϋ<EFBFBD><CEAB>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,570 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>л<EFBFBD><D0BB><EFBFBD><EFBFBD><EFBFBD>Ϋ<EFBFBD><CEAB>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(I <20><>)
2024-11-11 11:36:56,570 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ķԭ<C4B7><D4AD>
2024-11-11 11:36:56,571 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,571 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(I <20><>)
2024-11-11 11:36:56,572 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:ɽ<><C9BD><EFBFBD>ൺʵ<E0B5BA><CAB5>
2024-11-11 11:36:56,572 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:ɽ<><C9BD><EFBFBD>ൺʵ<E0B5BA><CAB5>-<2D><><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,573 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:ɽ<><C9BD>:ɽ<>ۺ<EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD>ҿ<EFBFBD>
2024-11-11 11:36:56,573 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>Ϻ<EFBFBD>:<3A><>ɽʯ<C9BD><CAAF>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(I <20><>)
2024-11-11 11:36:56,574 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>Ϻ<EFBFBD>:<3A><>ɽʯ<C9BD><CAAF>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,574 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㶫:<3A><><EFBFBD><EFBFBD>տ<EFBFBD><D5BF>-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,575 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㶫:<3A><><EFBFBD><EFBFBD>տ<EFBFBD><D5BF>-<2D><><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,575 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㶫:<3A><><EFBFBD><EFBFBD>տ<EFBFBD><D5BF>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(I <20><>)
2024-11-11 11:36:56,576 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㶫:<3A><><EFBFBD><EFBFBD>տ<EFBFBD><D5BF>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,576 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㶫:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF>տ<EFBFBD><D5BF>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(I<><49>)
2024-11-11 11:36:56,576 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㶫:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF>տ<EFBFBD><D5BF>-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,578 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>㶫:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF>տ<EFBFBD><D5BF>-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ķԭ<C4B7><D4AD>
2024-11-11 11:36:56,578 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ķԭ<C4B7><D4AD>
2024-11-11 11:36:56,579 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>-<2D><><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,580 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>ӱ<EFBFBD>:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(I <20><>)
2024-11-11 11:36:56,580 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A>ӱ<EFBFBD>:<3A>й<EFBFBD>ʯ<EFBFBD><CAAF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,581 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(I <20><>)
2024-11-11 11:36:56,581 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD><EFBFBD><EFBFBD>˰-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ķԭ<C4B7><D4AD>
2024-11-11 11:36:56,582 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD><EFBFBD><EFBFBD>˰-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(I<><49>)
2024-11-11 11:36:56,582 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD><EFBFBD><EFBFBD>˰-<2D><><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,583 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(I<><49>)
2024-11-11 11:36:56,583 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>-<2D><><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,584 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ķԭ<C4B7><D4AD>
2024-11-11 11:36:56,584 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>-<2D>ϰ<EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,585 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>͹<EFBFBD><CDB9>ʴ<EFBFBD><CAB4><EFBFBD>-<2D>ϰ<EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,585 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>͹<EFBFBD><CDB9>ʴ<EFBFBD><CAB4><EFBFBD>-<2D><><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,586 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>͹<EFBFBD><CDB9>ʴ<EFBFBD><CAB4><EFBFBD>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(I <20><>)
2024-11-11 11:36:56,586 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>͹<EFBFBD><CDB9>ʴ<EFBFBD><CAB4><EFBFBD>-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ķԭ<C4B7><D4AD>
2024-11-11 11:36:56,587 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>͹<EFBFBD><CDB9>ʴ<EFBFBD><CAB4><EFBFBD>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,587 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(I <20><>)
2024-11-11 11:36:56,587 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD>-<2D><><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-11 11:36:56,588 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD>-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ķԭ<C4B7><D4AD>
2024-11-11 11:36:56,588 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD>-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,589 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD>:INEԭ<45><D4AD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ-<2D><>ʿ<EFBFBD><CABF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,589 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman c1 * <20><><EFBFBD><EFBFBD>
2024-11-11 11:36:56,590 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c2-Oman c1*<2A><><EFBFBD><EFBFBD>
2024-11-11 11:36:56,590 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c3-Oman c1*<2A><><EFBFBD><EFBFBD>
2024-11-11 11:36:56,591 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC<53><43><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Լ<EFBFBD>۸<EFBFBD>
2024-11-11 11:36:56,591 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC<53><43><EFBFBD><EFBFBD>-Brent<6E><74><EFBFBD><EFBFBD>*<2A><><EFBFBD><EFBFBD>
2024-11-11 11:36:56,592 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74><EFBFBD><EFBFBD>*<2A><><EFBFBD><EFBFBD>
2024-11-11 11:36:56,592 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c1<63><31><EFBFBD><EFBFBD>-Brent c1(15:00)*<2A><><EFBFBD><EFBFBD>
2024-11-11 11:36:56,593 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c2<63><32><EFBFBD><EFBFBD>-Brent c1(15:00)*<2A><><EFBFBD><EFBFBD>
2024-11-11 11:36:56,593 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c2<63><32><EFBFBD><EFBFBD>-Brent c2(15:00)*<2A><><EFBFBD><EFBFBD>
2024-11-11 11:36:56,594 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> EFS c1-c2
2024-11-11 11:36:56,594 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> TD3C <20>˷<EFBFBD> c1-c2
2024-11-11 11:36:56,595 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC<53><43><EFBFBD>۹<EFBFBD>ֵ-Dubaiԭ<69><D4AD>
2024-11-11 11:36:56,596 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c1ҹ<31><D2B9>-<2D><><EFBFBD>۹<EFBFBD>ֵ(Dubai)
2024-11-11 11:36:56,596 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c2ҹ<32><D2B9>-<2D><><EFBFBD>۹<EFBFBD>ֵ(Dubai)
2024-11-11 11:36:56,597 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c3ҹ<33><D2B9>-<2D><><EFBFBD>۹<EFBFBD>ֵ(Dubai)
2024-11-11 11:36:56,597 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DFL M1
2024-11-11 11:36:56,598 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DFL M2
2024-11-11 11:36:56,599 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> CFD W1-Brent c1
2024-11-11 11:36:56,599 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c1-c2/7DMA
2024-11-11 11:36:56,600 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC<53><43><EFBFBD><EFBFBD>-<2D><><EFBFBD>۹<EFBFBD>ֵ
2024-11-11 11:36:56,600 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ѳ<EFBFBD>-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ѳ<EFBFBD>
2024-11-11 11:36:56,601 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> B00.IPE<50><45><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,601 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> B02.IPE<50><45><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,602 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c1-c2 (<28><><EFBFBD><EFBFBD>)
2024-11-11 11:36:56,602 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c1ҹ<31><D2B9>-Brent c1 (<28><><EFBFBD><EFBFBD>)*<2A><><EFBFBD><EFBFBD>
2024-11-11 11:36:56,603 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c2ҹ<32><D2B9>-Brent c1 (<28><><EFBFBD><EFBFBD>)*<2A><><EFBFBD><EFBFBD>
2024-11-11 11:36:56,603 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c2ҹ<32><D2B9>-Brent c2 (<28><><EFBFBD><EFBFBD>)*<2A><><EFBFBD><EFBFBD>
2024-11-11 11:36:56,604 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c2-c3 (ҹ<><D2B9>)
2024-11-11 11:36:56,604 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> B03.IPE<50><45><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,604 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> B04.IPE<50><45><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,605 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> B05.IPE<50><45><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,605 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> B06.IPE<50><45><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 11:36:56,606 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c2-c3 (<28><><EFBFBD><EFBFBD>)
2024-11-11 11:36:56,606 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI c2-c3
2024-11-11 11:36:56,607 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c2-c3
2024-11-11 11:36:56,607 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SCc1ҹ<31><D2B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(<28><><EFBFBD>ڵ<EFBFBD><DAB5><EFBFBD>)
2024-11-11 11:36:56,607 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SCc2ҹ<32><D2B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(<28><><EFBFBD>ڵ<EFBFBD><DAB5><EFBFBD>)
2024-11-11 11:36:56,608 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SCc3ҹ<33><D2B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(<28><><EFBFBD>ڵ<EFBFBD><DAB5><EFBFBD>)
2024-11-11 11:36:56,608 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SCc4ҹ<34><D2B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(<28><><EFBFBD>ڵ<EFBFBD><DAB5><EFBFBD>)
2024-11-11 11:36:56,609 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c1ҹ<31><D2B9>-Brent c1 (<28><><EFBFBD><EFBFBD>B)*<2A><><EFBFBD><EFBFBD>
2024-11-11 11:36:56,609 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c2ҹ<32><D2B9>-Brent c1 (<28><><EFBFBD><EFBFBD>B)*<2A><><EFBFBD><EFBFBD>
2024-11-11 11:36:56,610 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c2ҹ<32><D2B9>-Brent c2 (<28><><EFBFBD><EFBFBD>B)*<2A><><EFBFBD><EFBFBD>
2024-11-11 11:36:56,610 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c1-c2 (<28><><EFBFBD><EFBFBD>B)
2024-11-11 11:36:56,611 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c2-c3 (<28><><EFBFBD><EFBFBD>B)
2024-11-11 11:36:56,612 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI c1-c2 (<28><><EFBFBD><EFBFBD>B)
2024-11-11 11:36:56,612 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI c2-c3 (<28><><EFBFBD><EFBFBD>B)
2024-11-11 11:36:56,613 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DME Oman c1 02:30<33><30><EFBFBD>̼<EFBFBD>Ԥ<EFBFBD><D4A4>
2024-11-11 11:36:56,613 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DME Oman c2 02:30<33><30><EFBFBD>̼<EFBFBD>Ԥ<EFBFBD><D4A4>
2024-11-11 11:36:56,614 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD> (տ<><D5BF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>) <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɱ<EFBFBD>(Oman c1Ԥ<31><D4A4>)
2024-11-11 11:36:56,614 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c2ҹ<32><D2B9>-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>տ<EFBFBD><D5BF><EFBFBD>ɱ<EFBFBD>(Oman c1Ԥ<31><D4A4>)
2024-11-11 11:36:56,615 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> SC c3ҹ<33><D2B9>-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>տ<EFBFBD><D5BF><EFBFBD>ɱ<EFBFBD>(Oman c1Ԥ<31><D4A4>)
2024-11-11 11:36:56,616 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> EFS c2 15:00<30><30><EFBFBD>̼<EFBFBD>
2024-11-11 11:36:56,616 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c1 15:00<30><30><EFBFBD>̼<EFBFBD>
2024-11-11 11:36:56,617 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> EFS c1 15:00<30><30><EFBFBD>̼<EFBFBD>
2024-11-11 11:36:56,617 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c2 15:00<30><30><EFBFBD>̼<EFBFBD>
2024-11-11 12:38:32,807 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 12:38:32,809 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 12:42:16,768 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-11 12:42:18,937 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 618)
2024-11-11 12:42:18,943 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 618)
2024-11-11 12:42:18,949 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 541)
2024-11-11 12:42:30,455 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 12:42:30,460 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 12:42:31,483 - my_logger - INFO -                     <20>ն<EFBFBD>(348)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 12:42:31,511 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>538<33><38>,<2C>ն<EFBFBD>(348),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 12:42:31,512 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 12:42:33,177 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 12:42:33,184 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 12:42:33,185 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 12:42:33,186 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 12:43:46,065 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 12:43:46,066 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 12:47:29,970 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-11 12:47:32,110 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 618)
2024-11-11 12:47:32,116 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 618)
2024-11-11 12:47:32,122 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 541)
2024-11-11 12:47:43,717 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 12:47:43,720 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 12:47:44,732 - my_logger - INFO -                     <20>ն<EFBFBD>(348)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 12:47:44,758 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>538<33><38>,<2C>ն<EFBFBD>(348),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 12:47:44,760 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 12:47:46,434 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 12:47:46,441 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 12:47:46,442 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 12:47:46,442 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 13:11:45,207 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 13:11:45,207 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 13:15:29,247 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-11 13:15:31,407 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 618)
2024-11-11 13:15:31,413 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 618)
2024-11-11 13:15:31,419 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 541)
2024-11-11 13:15:42,941 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 13:15:42,944 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 13:15:43,962 - my_logger - INFO -                     <20>ն<EFBFBD>(348)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 13:15:43,989 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>538<33><38>,<2C>ն<EFBFBD>(348),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 13:15:43,990 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 13:15:45,638 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 13:15:45,646 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 13:15:45,647 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 13:15:45,648 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 13:30:17,246 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 13:30:17,247 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 13:34:00,498 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-11 13:34:02,590 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 618)
2024-11-11 13:34:02,596 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 618)
2024-11-11 13:34:02,601 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 541)
2024-11-11 13:34:14,020 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 13:34:14,023 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 13:34:15,023 - my_logger - INFO -                     <20>ն<EFBFBD>(348)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 13:34:15,049 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>538<33><38>,<2C>ն<EFBFBD>(348),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 13:34:15,051 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 13:34:16,680 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 13:34:16,688 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 13:34:16,688 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 13:34:16,689 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 13:39:09,330 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 13:39:09,332 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 13:42:55,263 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-11 13:42:57,505 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 618)
2024-11-11 13:42:57,511 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 618)
2024-11-11 13:42:57,517 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 541)
2024-11-11 13:43:09,149 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 13:43:09,152 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 13:43:10,178 - my_logger - INFO -                     <20>ն<EFBFBD>(348)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 13:43:10,205 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>538<33><38>,<2C>ն<EFBFBD>(348),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 13:43:10,207 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 13:43:11,852 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 13:43:11,859 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 13:43:11,860 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 13:43:11,860 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 13:43:16,228 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.86241', LSTM = '76.698364', iTransformer = '75.98318', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.4683', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.57198', MLPMultivariate = '74.20644', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-11 13:43:19,527 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 13:43:19,528 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 13:43:19,959 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 13:43:20,914 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.217152239699212
2024-11-11 13:43:20,916 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 13:43:24,449 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.90910818847435
2024-11-11 13:43:24,451 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 13:43:27,703 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.531343912790739
2024-11-11 13:43:27,705 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 13:43:28,292 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5500443529387788
2024-11-11 13:43:28,294 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 13:43:31,556 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.90185005982164
2024-11-11 13:43:31,557 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 13:43:32,434 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.611349956994218
2024-11-11 13:43:32,436 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 13:43:36,047 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74899466223315
2024-11-11 13:43:36,049 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 13:43:39,518 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>73.8202116202404
2024-11-11 13:43:39,520 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 13:43:42,130 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.97315734820405
2024-11-11 13:43:42,133 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 13:43:42,713 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0276073890794504
2024-11-11 13:43:42,714 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 13:43:46,274 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34319101020204
2024-11-11 13:43:46,276 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 13:43:49,582 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143260984964495
2024-11-11 13:43:49,583 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 13:43:50,322 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 13:44:11,371 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 13:44:11,372 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 13:44:14,009 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 13:52:02,334 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 13:52:02,335 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 13:55:47,374 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-11 13:55:49,542 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 618)
2024-11-11 13:55:49,548 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 618)
2024-11-11 13:55:49,554 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 541)
2024-11-11 13:56:01,209 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 13:56:01,213 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 13:56:02,226 - my_logger - INFO -                     <20>ն<EFBFBD>(348)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 13:56:02,256 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>538<33><38>,<2C>ն<EFBFBD>(348),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 13:56:02,257 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 13:56:03,965 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 13:56:03,973 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 13:56:03,974 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 13:56:03,974 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 14:00:07,069 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 14:00:07,070 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 14:03:53,040 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 930)
2024-11-11 14:03:55,204 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 618)
2024-11-11 14:03:55,211 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 618)
2024-11-11 14:03:55,216 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1763, 541)
2024-11-11 14:04:06,896 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 14:04:06,899 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 14:04:07,916 - my_logger - INFO -                     <20>ն<EFBFBD>(348)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
343             C2403150124                   
344            FVHCM1 INDEX                   
345     lmcads03 lme comdty                   
346         GC1 COMB Comdty                   
347             C2404167855                   

[348 rows x 2 columns]
2024-11-11 14:04:07,943 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>538<33><38>,<2C>ն<EFBFBD>(348),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 14:04:07,945 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 14:04:09,620 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-25 00:00:00', y = '75.63' WHERE ds = '2024-10-25 00:00:00'
2024-11-11 14:04:09,628 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 14:04:09,629 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 14:04:09,629 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 14:04:43,885 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.86241', LSTM = '76.698364', iTransformer = '75.98318', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.4683', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.57198', MLPMultivariate = '74.20644', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-11 14:04:47,214 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 14:04:47,215 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 14:04:47,691 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:04:48,661 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.217152239699212
2024-11-11 14:04:48,664 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:04:52,567 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.90910818847435
2024-11-11 14:04:52,569 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:04:56,088 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.531343912790739
2024-11-11 14:04:56,090 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:04:56,751 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5500443529387788
2024-11-11 14:04:56,753 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:05:00,285 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.90185005982164
2024-11-11 14:05:00,287 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:05:01,277 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.611349956994218
2024-11-11 14:05:01,280 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:05:05,221 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74899466223315
2024-11-11 14:05:05,223 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:05:08,793 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>73.8202116202404
2024-11-11 14:05:08,795 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:05:11,708 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.97315734820405
2024-11-11 14:05:11,709 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:05:12,377 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0276073890794504
2024-11-11 14:05:12,379 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:05:16,363 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34319101020204
2024-11-11 14:05:16,365 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:05:20,035 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143260984964495
2024-11-11 14:05:20,037 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 14:05:20,795 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 14:06:38,193 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 14:06:38,193 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 14:06:41,067 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 14:09:56,067 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 14:09:56,067 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-11 14:11:22,782 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 930)
2024-11-11 14:11:23,767 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 621)
2024-11-11 14:11:23,773 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 621)
2024-11-11 14:11:23,778 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 544)
2024-11-11 14:11:28,514 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 14:11:28,516 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 14:11:28,926 - my_logger - INFO -                     <20>ն<EFBFBD>(351)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
346             C2403150124                   
347            FVHCM1 INDEX                   
348     lmcads03 lme comdty                   
349         GC1 COMB Comdty                   
350             C2404167855                   

[351 rows x 2 columns]
2024-11-11 14:11:28,939 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>541<34><31>,<2C>ն<EFBFBD>(351),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 14:11:28,941 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 14:11:30,383 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', y = '71.0' WHERE ds = '2024-10-28 00:00:00'
2024-11-11 14:11:30,392 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 14:11:30,393 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 14:11:30,393 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 14:11:32,721 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', NHITS = '72.375534', Informer = '77.86241', LSTM = '76.698364', iTransformer = '75.98318', TSMixer = '75.15075', TSMixerx = '74.38121', PatchTST = '75.594734', RNN = '53.52923', GRU = '77.05893', TCN = '74.90376', BiTCN = '75.4683', DilatedRNN = '77.86542', MLP = '74.50678', DLinear = '75.67038', NLinear = '75.36442', TFT = '73.99709', StemGNN = '74.57198', MLPMultivariate = '74.20644', TiDE = '75.10396', DeepNPTS = '74.762405' WHERE ds = '2024-10-28 00:00:00'
2024-11-11 14:11:34,386 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 14:11:34,386 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 14:11:34,735 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:11:35,183 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2171063065604213
2024-11-11 14:11:35,185 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:11:37,149 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.89903990887427
2024-11-11 14:11:37,151 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:11:38,820 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.529313125239998
2024-11-11 14:11:38,821 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:11:39,151 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5498484047524501
2024-11-11 14:11:39,152 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:11:40,850 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.900427715445381
2024-11-11 14:11:40,851 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:11:41,308 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6110372969728046
2024-11-11 14:11:41,309 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:11:43,353 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74552188210093
2024-11-11 14:11:43,354 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:11:45,068 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.66597103864117
2024-11-11 14:11:45,069 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:11:46,454 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.972145104929376
2024-11-11 14:11:46,455 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:11:46,774 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275708634790275
2024-11-11 14:11:46,775 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:11:48,851 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34341563584218
2024-11-11 14:11:48,853 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:11:50,597 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143035955883262
2024-11-11 14:11:50,598 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 14:11:51,005 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 14:11:54,922 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 14:11:54,923 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 14:11:57,466 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 14:14:09,051 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 14:14:09,052 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-11 14:15:35,204 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 930)
2024-11-11 14:15:36,205 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 621)
2024-11-11 14:15:36,210 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 621)
2024-11-11 14:15:36,216 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1764, 544)
2024-11-11 14:15:40,807 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 14:15:40,808 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 14:15:41,203 - my_logger - INFO -                     <20>ն<EFBFBD>(351)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
346             C2403150124                   
347            FVHCM1 INDEX                   
348     lmcads03 lme comdty                   
349         GC1 COMB Comdty                   
350             C2404167855                   

[351 rows x 2 columns]
2024-11-11 14:15:41,214 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>541<34><31>,<2C>ն<EFBFBD>(351),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 14:15:41,216 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 14:15:42,650 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', y = '71.0' WHERE ds = '2024-10-28 00:00:00'
2024-11-11 14:15:42,658 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 14:15:42,677 - my_logger - INFO - Training set head:
2024-11-11 14:15:42,678 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 559 columns]
2024-11-11 14:15:42,948 - my_logger - INFO - 
Testing set head:
2024-11-11 14:15:42,949 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0  ...               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0  ...               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0  ...               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0  ...               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 559 columns]
2024-11-11 14:25:12,273 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 14:25:12,274 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 14:25:16,529 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 14:25:16,530 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 14:25:16,924 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:25:17,406 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2171063065604213
2024-11-11 14:25:17,407 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:25:19,187 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.89903990887427
2024-11-11 14:25:19,188 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:25:21,250 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.529313125239998
2024-11-11 14:25:21,251 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:25:21,564 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5498484047524501
2024-11-11 14:25:21,565 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:25:23,287 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.900427715445381
2024-11-11 14:25:23,289 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:25:23,768 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6110372969728046
2024-11-11 14:25:23,768 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:25:25,473 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74552188210093
2024-11-11 14:25:25,475 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:25:27,602 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.66597103864117
2024-11-11 14:25:27,604 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:25:28,992 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.972145104929376
2024-11-11 14:25:28,993 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:25:29,326 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275708634790275
2024-11-11 14:25:29,327 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:25:31,040 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34341563584218
2024-11-11 14:25:31,041 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:25:32,765 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143035955883262
2024-11-11 14:25:32,766 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 14:25:33,147 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 14:25:37,540 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 14:25:37,541 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 14:25:43,508 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 14:27:12,934 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 14:27:12,935 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-11 14:28:42,264 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-11 14:28:43,400 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 621)
2024-11-11 14:28:43,407 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 621)
2024-11-11 14:28:43,413 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 544)
2024-11-11 14:28:48,487 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 14:28:48,489 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 14:28:48,869 - my_logger - INFO -                     <20>ն<EFBFBD>(351)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
346             C2403150124                   
347            FVHCM1 INDEX                   
348     lmcads03 lme comdty                   
349         GC1 COMB Comdty                   
350             C2404167855                   

[351 rows x 2 columns]
2024-11-11 14:28:48,880 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>541<34><31>,<2C>ն<EFBFBD>(351),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 14:28:48,881 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 14:28:50,415 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-11 14:28:50,429 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 14:28:50,447 - my_logger - INFO - Training set head:
2024-11-11 14:28:50,448 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 559 columns]
2024-11-11 14:28:50,705 - my_logger - INFO - 
Testing set head:
2024-11-11 14:28:50,706 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0  ...               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0  ...               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0  ...               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0  ...               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 559 columns]
2024-11-11 14:36:12,914 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 14:36:12,915 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 14:36:16,958 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 14:36:16,958 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 14:36:17,332 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:36:17,803 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2169389859283228
2024-11-11 14:36:17,805 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:36:19,552 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.88886781911518
2024-11-11 14:36:19,553 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:36:21,602 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.527125996889247
2024-11-11 14:36:21,603 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:36:21,968 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5496334422133744
2024-11-11 14:36:21,969 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:36:23,664 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.898881952036334
2024-11-11 14:36:23,665 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:36:24,157 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610703149129728
2024-11-11 14:36:24,158 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:36:25,897 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74147842565216
2024-11-11 14:36:25,898 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:36:28,021 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.65377381137546
2024-11-11 14:36:28,022 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:36:29,423 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.971137202065036
2024-11-11 14:36:29,424 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:36:29,746 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275137294324261
2024-11-11 14:36:29,747 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:36:31,448 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34340093640212
2024-11-11 14:36:31,449 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:36:33,177 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14273949600039
2024-11-11 14:36:33,178 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 14:36:34,020 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 14:36:37,984 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 14:36:37,984 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 14:36:44,682 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 14:39:56,054 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 14:39:56,055 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-30
2024-11-11 14:41:21,764 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2495, 930)
2024-11-11 14:41:22,749 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2495, 621)
2024-11-11 14:41:22,755 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1766, 621)
2024-11-11 14:41:22,760 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1766, 544)
2024-11-11 14:41:27,319 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 14:41:27,321 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 14:41:27,703 - my_logger - INFO -                     <20>ն<EFBFBD>(351)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
346             C2403150124                   
347            FVHCM1 INDEX                   
348     lmcads03 lme comdty                   
349         GC1 COMB Comdty                   
350             C2404167855                   

[351 rows x 2 columns]
2024-11-11 14:41:27,713 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>541<34><31>,<2C>ն<EFBFBD>(351),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 14:41:27,714 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 14:41:29,221 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', y = '72.16' WHERE ds = '2024-10-30 00:00:00'
2024-11-11 14:41:29,234 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 14:41:29,254 - my_logger - INFO - Training set head:
2024-11-11 14:41:29,255 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 559 columns]
2024-11-11 14:41:29,507 - my_logger - INFO - 
Testing set head:
2024-11-11 14:41:29,508 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 559 columns]
2024-11-11 14:49:04,869 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 14:49:04,870 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 14:49:08,859 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 14:49:08,860 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 14:49:09,229 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:49:09,702 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2175358910941418
2024-11-11 14:49:09,704 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:49:11,436 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.82888243995313
2024-11-11 14:49:11,437 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:49:13,453 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.525781568032635
2024-11-11 14:49:13,454 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:49:13,806 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.549523664043174
2024-11-11 14:49:13,807 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:49:15,432 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.897755337034983
2024-11-11 14:49:15,433 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:49:15,907 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6104837226531727
2024-11-11 14:49:15,908 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:49:17,627 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74002870686131
2024-11-11 14:49:17,628 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:49:19,681 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.06734384171318
2024-11-11 14:49:19,682 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:49:21,075 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.970108543974543
2024-11-11 14:49:21,076 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:49:21,399 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0274228259138274
2024-11-11 14:49:21,400 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:49:23,058 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34462246265804
2024-11-11 14:49:23,059 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 14:49:24,740 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.142900618539196
2024-11-11 14:49:24,741 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 14:49:25,526 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 14:49:29,399 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 14:49:29,400 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 14:49:35,364 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 14:55:43,550 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 14:55:43,550 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-31
2024-11-11 14:57:11,558 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2496, 930)
2024-11-11 14:57:12,541 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2496, 626)
2024-11-11 14:57:12,545 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1767, 626)
2024-11-11 14:57:12,549 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1767, 549)
2024-11-11 14:57:17,267 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 14:57:17,269 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 14:57:17,637 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-11 14:57:17,647 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 14:57:17,649 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 14:57:19,187 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-31 00:00:00', y = '72.81' WHERE ds = '2024-10-31 00:00:00'
2024-11-11 14:57:19,201 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 14:57:19,221 - my_logger - INFO - Training set head:
2024-11-11 14:57:19,222 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 564 columns]
2024-11-11 14:57:19,488 - my_logger - INFO - 
Testing set head:
2024-11-11 14:57:19,488 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 564 columns]
2024-11-11 15:07:15,368 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 15:07:15,369 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 15:13:06,039 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 15:13:06,039 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-31
2024-11-11 15:14:31,719 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2496, 930)
2024-11-11 15:14:32,708 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2496, 626)
2024-11-11 15:14:32,714 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1767, 626)
2024-11-11 15:14:32,718 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1767, 549)
2024-11-11 15:14:37,630 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 15:14:37,632 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 15:14:38,057 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-11 15:14:38,069 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 15:14:38,071 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 15:14:39,560 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-31 00:00:00', y = '72.81' WHERE ds = '2024-10-31 00:00:00'
2024-11-11 15:14:39,568 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 15:14:39,569 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 15:14:39,569 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 15:20:32,748 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 15:20:32,750 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-31
2024-11-11 15:24:19,705 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2496, 930)
2024-11-11 15:24:21,869 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2496, 626)
2024-11-11 15:24:21,875 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1767, 626)
2024-11-11 15:24:21,881 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1767, 549)
2024-11-11 15:24:33,672 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 15:24:33,675 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 15:24:34,708 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-11 15:24:34,734 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 15:24:34,736 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 15:24:36,415 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-31 00:00:00', y = '72.81' WHERE ds = '2024-10-31 00:00:00'
2024-11-11 15:24:36,423 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 15:24:36,423 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 15:24:36,424 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 15:28:49,253 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 15:28:49,253 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-31
2024-11-11 15:30:14,816 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2496, 930)
2024-11-11 15:30:15,798 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2496, 626)
2024-11-11 15:30:15,803 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1767, 626)
2024-11-11 15:30:15,807 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1767, 549)
2024-11-11 15:30:20,503 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 15:30:20,505 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 15:30:20,878 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-11 15:30:20,890 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>546<34><36>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 15:30:20,892 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 15:30:22,325 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-31 00:00:00', y = '72.81' WHERE ds = '2024-10-31 00:00:00'
2024-11-11 15:30:22,332 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 15:30:22,333 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 15:30:22,334 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 15:30:26,259 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 15:30:26,259 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 15:30:26,618 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:30:27,089 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2184726958129715
2024-11-11 15:30:27,091 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:30:29,135 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.85097823156127
2024-11-11 15:30:29,136 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:30:30,798 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.524781089112889
2024-11-11 15:30:30,799 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:30:31,153 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5494604798948044
2024-11-11 15:30:31,154 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:30:32,816 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.896880805926513
2024-11-11 15:30:32,817 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:30:33,287 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6103197627496835
2024-11-11 15:30:33,288 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:30:35,356 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.73983060226348
2024-11-11 15:30:35,357 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:30:37,075 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>73.83779308597283
2024-11-11 15:30:37,076 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:30:38,491 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.969059503867423
2024-11-11 15:30:38,492 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:30:38,813 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.02731770126438
2024-11-11 15:30:38,814 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:30:40,889 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.346398731964502
2024-11-11 15:30:40,890 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:30:42,639 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14322449316535
2024-11-11 15:30:42,640 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 15:30:43,042 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 15:30:46,970 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 15:30:46,971 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 15:30:52,876 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 15:31:27,474 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 15:31:27,475 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-11-01
2024-11-11 15:32:53,254 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2497, 930)
2024-11-11 15:32:54,246 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2497, 631)
2024-11-11 15:32:54,250 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1768, 631)
2024-11-11 15:32:54,255 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1768, 554)
2024-11-11 15:32:58,867 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 15:32:58,869 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 15:32:59,251 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(195)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-11 15:32:59,261 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>551<35><31>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(195), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 15:32:59,263 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 15:33:00,735 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-01 00:00:00', y = '73.1' WHERE ds = '2024-11-01 00:00:00'
2024-11-11 15:33:00,750 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 15:33:00,769 - my_logger - INFO - Training set head:
2024-11-11 15:33:00,769 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 569 columns]
2024-11-11 15:33:01,027 - my_logger - INFO - 
Testing set head:
2024-11-11 15:33:01,028 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 569 columns]
2024-11-11 15:42:29,666 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 15:42:29,667 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 15:42:33,744 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 15:42:33,745 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 15:42:34,124 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:42:34,597 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2195561801649653
2024-11-11 15:42:34,599 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:42:36,317 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.8287730410694
2024-11-11 15:42:36,319 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:42:38,298 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.75211902049459
2024-11-11 15:42:38,299 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:42:38,610 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5494180182437378
2024-11-11 15:42:38,611 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:42:40,265 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.8961334530789635
2024-11-11 15:42:40,266 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:42:40,730 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610143318202318
2024-11-11 15:42:40,731 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:42:42,371 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.740160565420304
2024-11-11 15:42:42,372 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:42:44,399 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>75.37524469357547
2024-11-11 15:42:44,400 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:42:45,721 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.968000453540654
2024-11-11 15:42:45,722 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:42:46,040 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0271969814006003
2024-11-11 15:42:46,041 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:42:47,667 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.348350677681264
2024-11-11 15:42:47,668 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:42:49,322 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143296864285553
2024-11-11 15:42:49,323 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 15:42:50,117 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 15:42:53,951 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 15:42:53,951 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 15:42:59,816 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 15:46:11,743 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 15:46:11,744 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-11-02
2024-11-11 15:47:38,000 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2498, 930)
2024-11-11 15:47:39,018 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2498, 631)
2024-11-11 15:47:39,023 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1768, 631)
2024-11-11 15:47:39,028 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1768, 554)
2024-11-11 15:47:43,762 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 15:47:43,763 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 15:47:44,135 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(195)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-11 15:47:44,147 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>551<35><31>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(195), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 15:47:44,148 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 15:47:45,676 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-01 00:00:00', y = '73.1' WHERE ds = '2024-11-01 00:00:00'
2024-11-11 15:47:45,682 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 15:47:45,702 - my_logger - INFO - Training set head:
2024-11-11 15:47:45,703 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 569 columns]
2024-11-11 15:47:45,965 - my_logger - INFO - 
Testing set head:
2024-11-11 15:47:45,966 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 569 columns]
2024-11-11 15:55:51,631 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 15:55:51,632 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 15:55:53,976 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-04 00:00:00', NHITS = '74.630196', Informer = '75.50402', LSTM = '73.28303', iTransformer = '73.85779', TSMixer = '73.27461', TSMixerx = '73.097275', PatchTST = '72.75564', RNN = '58.61363', GRU = '74.22052', TCN = '72.09316', BiTCN = '73.37706', DilatedRNN = '71.75002', MLP = '73.30252', DLinear = '73.62403', NLinear = '73.38681', TFT = '73.075584', StemGNN = '74.72731', MLPMultivariate = '73.02433', TiDE = '73.29927', DeepNPTS = '74.73792' WHERE ds = '2024-11-04 00:00:00'
2024-11-11 15:55:55,721 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 15:55:55,722 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 15:55:56,109 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:55:56,586 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2195561801649653
2024-11-11 15:55:56,587 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:55:58,354 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.8287730410694
2024-11-11 15:55:58,355 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:56:00,398 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.75211902049459
2024-11-11 15:56:00,399 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:56:00,715 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5494180182437378
2024-11-11 15:56:00,716 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:56:02,391 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.8961334530789635
2024-11-11 15:56:02,392 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:56:02,895 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610143318202318
2024-11-11 15:56:02,896 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:56:04,589 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.740160565420304
2024-11-11 15:56:04,590 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:56:06,702 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>75.37524469357547
2024-11-11 15:56:06,703 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:56:08,059 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.968000453540654
2024-11-11 15:56:08,060 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:56:08,376 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0271969814006003
2024-11-11 15:56:08,377 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:56:10,059 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.348350677681264
2024-11-11 15:56:10,061 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 15:56:11,782 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143296864285553
2024-11-11 15:56:11,783 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 15:56:12,621 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 15:56:16,489 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 15:56:16,489 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 15:56:22,526 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 15:59:13,816 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 15:59:13,817 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-11-04
2024-11-11 16:00:54,119 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2500, 930)
2024-11-11 16:00:55,151 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2500, 631)
2024-11-11 16:00:55,156 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1769, 631)
2024-11-11 16:00:55,161 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1769, 554)
2024-11-11 16:00:59,851 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 16:00:59,853 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 16:01:00,220 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(195)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-11 16:01:00,232 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>551<35><31>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(195), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 16:01:00,233 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 16:01:01,799 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-04 00:00:00', y = '75.08' WHERE ds = '2024-11-04 00:00:00'
2024-11-11 16:01:01,813 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 16:01:01,833 - my_logger - INFO - Training set head:
2024-11-11 16:01:01,833 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 569 columns]
2024-11-11 16:01:02,104 - my_logger - INFO - 
Testing set head:
2024-11-11 16:01:02,105 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 569 columns]
2024-11-11 16:09:47,370 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 16:09:47,371 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 16:09:51,968 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 16:09:51,968 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 16:09:52,378 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:09:52,893 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.221630259837739
2024-11-11 16:09:52,894 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:09:55,080 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.8177213870506
2024-11-11 16:09:55,082 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:09:57,470 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.751983559777866
2024-11-11 16:09:57,471 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:09:57,886 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5495088221527102
2024-11-11 16:09:57,887 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:09:59,916 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.8959273889044255
2024-11-11 16:09:59,917 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:10:00,467 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610117990660918
2024-11-11 16:10:00,468 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:10:02,313 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74375682053614
2024-11-11 16:10:02,314 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:10:04,547 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>75.28709128062027
2024-11-11 16:10:04,548 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:10:05,974 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.966814969371906
2024-11-11 16:10:05,975 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:10:06,343 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0269980758599042
2024-11-11 16:10:06,344 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:10:08,128 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.351745161425429
2024-11-11 16:10:08,129 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:10:09,969 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14321970540906
2024-11-11 16:10:09,970 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 16:10:10,406 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 16:10:14,764 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 16:10:14,765 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 16:10:20,985 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 16:14:34,662 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 16:14:34,663 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-11-05
2024-11-11 16:16:05,250 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2501, 930)
2024-11-11 16:16:06,271 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2501, 631)
2024-11-11 16:16:06,276 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1770, 631)
2024-11-11 16:16:06,280 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1770, 554)
2024-11-11 16:16:11,057 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 16:16:11,059 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-11 16:16:11,428 - my_logger - INFO -                     <20>ն<EFBFBD>(356)            <20>ܶ<EFBFBD>(195)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
351             C2403150124                   
352            FVHCM1 INDEX                   
353     lmcads03 lme comdty                   
354         GC1 COMB Comdty                   
355             C2404167855                   

[356 rows x 2 columns]
2024-11-11 16:16:11,439 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>551<35><31>,<2C>ն<EFBFBD>(356),<2C>ܶ<EFBFBD>(195), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 16:16:11,441 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 16:16:13,017 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-05 00:00:00', y = '75.03' WHERE ds = '2024-11-05 00:00:00'
2024-11-11 16:16:13,032 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 16:16:13,054 - my_logger - INFO - Training set head:
2024-11-11 16:16:13,055 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 569 columns]
2024-11-11 16:16:13,333 - my_logger - INFO - 
Testing set head:
2024-11-11 16:16:13,334 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1999 2019-05-17    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1
1993 2019-05-23    36227.0  732.4702           -174.619     66003.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 569 columns]
2024-11-11 16:25:04,182 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 16:25:04,183 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 16:25:08,594 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 16:25:08,595 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 16:25:09,044 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:25:09,574 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2236571537180296
2024-11-11 16:25:09,575 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:25:11,452 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>100.80713663445724
2024-11-11 16:25:11,453 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:25:13,566 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.751831492683399
2024-11-11 16:25:13,568 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:25:13,902 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5495964178756472
2024-11-11 16:25:13,903 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:25:15,675 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.895715573826763
2024-11-11 16:25:15,676 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:25:16,198 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.6100894874418974
2024-11-11 16:25:16,198 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:25:17,952 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.747273125745146
2024-11-11 16:25:17,954 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:25:20,058 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>75.2309809650446
2024-11-11 16:25:20,060 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:25:21,468 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.965636774751343
2024-11-11 16:25:21,469 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:25:21,799 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0268007380121404
2024-11-11 16:25:21,800 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:25:23,460 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.355097996621248
2024-11-11 16:25:23,461 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:25:25,712 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.143199077722528
2024-11-11 16:25:25,713 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 16:25:26,169 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 16:25:30,117 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 16:25:30,118 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 16:25:36,479 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 16:36:30,904 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 16:36:30,904 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 16:36:30,906 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 16:36:30,906 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-27
2024-11-11 16:37:22,896 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 355)
2024-11-11 16:37:22,896 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 355)
2024-11-11 16:37:23,629 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 312)
2024-11-11 16:37:23,629 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2492, 312)
2024-11-11 16:37:23,634 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(647, 312)
2024-11-11 16:37:23,634 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(647, 312)
2024-11-11 16:37:23,637 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(647, 312)
2024-11-11 16:37:23,637 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(647, 312)
2024-11-11 16:37:26,726 - my_logger - INFO -                   <20>ն<EFBFBD>(218)         <20>ܶ<EFBFBD>(92)                 49<34><39>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
213               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
214               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
215               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
216               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
217               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[218 rows x 3 columns]
2024-11-11 16:37:26,726 - my_logger - INFO -                   <20>ն<EFBFBD>(218)         <20>ܶ<EFBFBD>(92)                 49<34><39>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
213               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
214               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
215               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
216               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
217               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[218 rows x 3 columns]
2024-11-11 16:37:26,773 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>309<30><39>,<2C>ն<EFBFBD>(218),<2C>ܶ<EFBFBD>(92),49<34><39>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 16:37:26,773 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>309<30><39>,<2C>ն<EFBFBD>(218),<2C>ܶ<EFBFBD>(92),49<34><39>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 16:37:26,777 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 16:37:26,777 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 16:37:27,785 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 16:37:27,785 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 16:37:27,800 - my_logger - INFO - Training set head:
2024-11-11 16:37:27,800 - my_logger - INFO - Training set head:
2024-11-11 16:37:27,839 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_end  is_year_start  is_year_end  unique_id
958 2022-03-24              -92.4870             51.0            -89.0  ...             0.0            0.0          0.0          1
957 2022-03-25              -64.3131            -12.0           -192.0  ...             0.0            0.0          0.0          1
954 2022-03-28              174.6488            -21.0           -171.0  ...             0.0            0.0          0.0          1
953 2022-03-29               94.9766            -49.0           -219.0  ...             0.0            0.0          0.0          1
952 2022-03-30               -7.7663            -49.0           -159.0  ...             0.0            0.0          0.0          1

[5 rows x 327 columns]
2024-11-11 16:37:27,839 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_end  is_year_start  is_year_end  unique_id
958 2022-03-24              -92.4870             51.0            -89.0  ...             0.0            0.0          0.0          1
957 2022-03-25              -64.3131            -12.0           -192.0  ...             0.0            0.0          0.0          1
954 2022-03-28              174.6488            -21.0           -171.0  ...             0.0            0.0          0.0          1
953 2022-03-29               94.9766            -49.0           -219.0  ...             0.0            0.0          0.0          1
952 2022-03-30               -7.7663            -49.0           -159.0  ...             0.0            0.0          0.0          1

[5 rows x 327 columns]
2024-11-11 16:37:28,770 - my_logger - INFO - 
Testing set head:
2024-11-11 16:37:28,770 - my_logger - INFO - 
Testing set head:
2024-11-11 16:37:28,772 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_end  is_year_start  is_year_end  unique_id
770 2022-09-28              113.4056            260.0            180.0  ...             0.0            0.0          0.0          1
769 2022-09-29              300.7149            171.0             21.0  ...             0.0            0.0          0.0          1
768 2022-09-30              345.7571            178.0             28.0  ...             1.0            0.0          0.0          1
760 2022-10-08              345.7571            178.0             28.0  ...             0.0            0.0          0.0          1
759 2022-10-09              345.7571            178.0             28.0  ...             0.0            0.0          0.0          1

[5 rows x 327 columns]
2024-11-11 16:37:28,772 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_end  is_year_start  is_year_end  unique_id
770 2022-09-28              113.4056            260.0            180.0  ...             0.0            0.0          0.0          1
769 2022-09-29              300.7149            171.0             21.0  ...             0.0            0.0          0.0          1
768 2022-09-30              345.7571            178.0             28.0  ...             1.0            0.0          0.0          1
760 2022-10-08              345.7571            178.0             28.0  ...             0.0            0.0          0.0          1
759 2022-10-09              345.7571            178.0             28.0  ...             0.0            0.0          0.0          1

[5 rows x 327 columns]
2024-11-11 16:51:03,347 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 16:51:03,347 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 16:51:03,353 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 16:51:03,353 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 16:51:12,938 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 16:51:12,938 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 16:51:12,939 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 16:51:12,939 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 16:51:13,170 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:51:13,170 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:51:16,439 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>8.78111058703142
2024-11-11 16:51:16,439 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>8.78111058703142
2024-11-11 16:51:16,442 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:51:16,442 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:51:23,375 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>91.03019288282806
2024-11-11 16:51:23,375 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>91.03019288282806
2024-11-11 16:51:23,377 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:51:23,377 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:51:26,726 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.606277422709045
2024-11-11 16:51:26,726 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.606277422709045
2024-11-11 16:51:26,728 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:51:26,728 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:51:29,424 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.924230164756004
2024-11-11 16:51:29,424 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.924230164756004
2024-11-11 16:51:29,426 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:51:29,426 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:51:33,251 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.204138937553148
2024-11-11 16:51:33,251 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.204138937553148
2024-11-11 16:51:33,253 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:51:33,253 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:51:34,106 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3233134167507297
2024-11-11 16:51:34,106 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3233134167507297
2024-11-11 16:51:34,109 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:51:34,109 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 16:51:36,771 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.569669770565007
2024-11-11 16:51:36,771 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.569669770565007
2024-11-11 16:51:36,773 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 16:51:36,773 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 16:51:37,415 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 16:51:37,415 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 16:51:41,975 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 16:51:41,975 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 16:51:41,976 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 16:51:41,976 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 16:51:46,770 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 16:51:46,770 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 17:01:39,476 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 17:01:39,476 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 17:01:39,479 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-11 17:01:39,479 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-28
2024-11-11 17:02:35,528 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 355)
2024-11-11 17:02:35,528 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 355)
2024-11-11 17:02:36,229 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 313)
2024-11-11 17:02:36,229 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2493, 313)
2024-11-11 17:02:36,234 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(648, 313)
2024-11-11 17:02:36,234 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(648, 313)
2024-11-11 17:02:36,236 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(648, 313)
2024-11-11 17:02:36,236 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(648, 313)
2024-11-11 17:02:39,423 - my_logger - INFO -                   <20>ն<EFBFBD>(219)         <20>ܶ<EFBFBD>(92)                105<30><35>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
214               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
215               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
216               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
217               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
218               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[219 rows x 3 columns]
2024-11-11 17:02:39,423 - my_logger - INFO -                   <20>ն<EFBFBD>(219)         <20>ܶ<EFBFBD>(92)                105<30><35>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
214               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
215               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
216               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
217               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
218               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[219 rows x 3 columns]
2024-11-11 17:02:39,462 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>310<31><30>,<2C>ն<EFBFBD>(219),<2C>ܶ<EFBFBD>(92),105<30><35>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 17:02:39,462 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>310<31><30>,<2C>ն<EFBFBD>(219),<2C>ܶ<EFBFBD>(92),105<30><35>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 17:02:39,465 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 17:02:39,465 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 17:02:41,024 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', y = '7420.0' WHERE ds = '2024-10-28 00:00:00'
2024-11-11 17:02:41,024 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-28 00:00:00', y = '7420.0' WHERE ds = '2024-10-28 00:00:00'
2024-11-11 17:02:41,036 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 17:02:41,036 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 17:02:41,052 - my_logger - INFO - Training set head:
2024-11-11 17:02:41,052 - my_logger - INFO - Training set head:
2024-11-11 17:02:41,054 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
958 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
957 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
954 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
953 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
952 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 328 columns]
2024-11-11 17:02:41,054 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
958 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
957 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
954 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
953 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
952 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 328 columns]
2024-11-11 17:02:42,209 - my_logger - INFO - 
Testing set head:
2024-11-11 17:02:42,209 - my_logger - INFO - 
Testing set head:
2024-11-11 17:02:42,210 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
770 2022-09-28              113.4056            260.0            180.0            260.0  ...               0.0             0.0            0.0          0.0          1
769 2022-09-29              300.7149            171.0             21.0            191.0  ...               0.0             0.0            0.0          0.0          1
768 2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
760 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
759 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 328 columns]
2024-11-11 17:02:42,210 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
770 2022-09-28              113.4056            260.0            180.0            260.0  ...               0.0             0.0            0.0          0.0          1
769 2022-09-29              300.7149            171.0             21.0            191.0  ...               0.0             0.0            0.0          0.0          1
768 2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
760 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
759 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 328 columns]
2024-11-11 17:15:12,245 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 17:15:12,245 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 17:15:12,250 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 17:15:12,250 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 17:15:22,597 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 17:15:22,597 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 17:15:22,600 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 17:15:22,600 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 17:15:22,827 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 17:15:22,827 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 17:15:26,412 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>8.773580695063941
2024-11-11 17:15:26,412 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>8.773580695063941
2024-11-11 17:15:26,417 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 17:15:26,417 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 17:15:31,796 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>91.95624486490597
2024-11-11 17:15:31,796 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>91.95624486490597
2024-11-11 17:15:31,799 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 17:15:31,799 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 17:15:37,613 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.611801889120876
2024-11-11 17:15:37,613 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.611801889120876
2024-11-11 17:15:37,615 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 17:15:37,615 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 17:15:40,482 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.922924390847362
2024-11-11 17:15:40,482 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.922924390847362
2024-11-11 17:15:40,493 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 17:15:40,493 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 17:15:44,722 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.191245403217088
2024-11-11 17:15:44,722 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.191245403217088
2024-11-11 17:15:44,725 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 17:15:44,725 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 17:15:45,712 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3223580338808216
2024-11-11 17:15:45,712 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3223580338808216
2024-11-11 17:15:45,714 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 17:15:45,714 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 17:15:48,670 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.560304653319002
2024-11-11 17:15:48,670 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.560304653319002
2024-11-11 17:15:48,672 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 17:15:48,672 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 17:15:49,294 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 17:15:49,294 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 17:15:53,866 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 17:15:53,866 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 17:15:53,867 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 17:15:53,867 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 17:15:58,880 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 17:15:58,880 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 17:58:26,088 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 17:58:26,088 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 17:58:26,091 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-11 17:58:26,091 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-11 17:59:18,845 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 355)
2024-11-11 17:59:18,845 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 355)
2024-11-11 17:59:19,532 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 313)
2024-11-11 17:59:19,532 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 313)
2024-11-11 17:59:19,536 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(649, 313)
2024-11-11 17:59:19,536 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(649, 313)
2024-11-11 17:59:19,540 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(649, 313)
2024-11-11 17:59:19,540 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(649, 313)
2024-11-11 17:59:22,558 - my_logger - INFO -                   <20>ն<EFBFBD>(219)         <20>ܶ<EFBFBD>(92)                168<36><38>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
214               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
215               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
216               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
217               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
218               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[219 rows x 3 columns]
2024-11-11 17:59:22,558 - my_logger - INFO -                   <20>ն<EFBFBD>(219)         <20>ܶ<EFBFBD>(92)                168<36><38>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
214               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
215               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
216               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
217               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
218               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[219 rows x 3 columns]
2024-11-11 17:59:22,598 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>310<31><30>,<2C>ն<EFBFBD>(219),<2C>ܶ<EFBFBD>(92),168<36><38>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 17:59:22,598 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>310<31><30>,<2C>ն<EFBFBD>(219),<2C>ܶ<EFBFBD>(92),168<36><38>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 17:59:22,602 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 17:59:22,602 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 17:59:23,744 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '7440.0' WHERE ds = '2024-10-29 00:00:00'
2024-11-11 17:59:23,744 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '7440.0' WHERE ds = '2024-10-29 00:00:00'
2024-11-11 17:59:23,757 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 17:59:23,757 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 17:59:23,774 - my_logger - INFO - Training set head:
2024-11-11 17:59:23,774 - my_logger - INFO - Training set head:
2024-11-11 17:59:23,775 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
958 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
957 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
954 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
953 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
952 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 328 columns]
2024-11-11 17:59:23,775 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
958 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
957 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
954 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
953 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
952 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 328 columns]
2024-11-11 17:59:24,909 - my_logger - INFO - 
Testing set head:
2024-11-11 17:59:24,909 - my_logger - INFO - 
Testing set head:
2024-11-11 17:59:24,911 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
770 2022-09-28              113.4056            260.0            180.0            260.0  ...               0.0             0.0            0.0          0.0          1
769 2022-09-29              300.7149            171.0             21.0            191.0  ...               0.0             0.0            0.0          0.0          1
768 2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
760 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
759 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 328 columns]
2024-11-11 17:59:24,911 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
770 2022-09-28              113.4056            260.0            180.0            260.0  ...               0.0             0.0            0.0          0.0          1
769 2022-09-29              300.7149            171.0             21.0            191.0  ...               0.0             0.0            0.0          0.0          1
768 2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
760 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
759 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 328 columns]
2024-11-11 18:11:07,017 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 18:11:07,017 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 18:11:07,023 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 18:11:07,023 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 18:11:13,953 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '7423.5', Informer = '7440.3647', LSTM = '7481.942', iTransformer = '7322.3667', TSMixer = '7439.5015', TSMixerx = '7300.1787', PatchTST = '7414.331', RNN = '7480.0415', GRU = '7456.8594', TCN = '7499.217', BiTCN = '7399.776', DilatedRNN = '7475.95', MLP = '7368.301', DLinear = '7418.6167', NLinear = '7451.4243', TFT = '7431.189', FEDformer = '7458.764', StemGNN = '7456.659', MLPMultivariate = '7375.3394', TiDE = '7427.4683', DeepNPTS = '7425.104' WHERE ds = '2024-10-30 00:00:00'
2024-11-11 18:11:13,953 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '7423.5', Informer = '7440.3647', LSTM = '7481.942', iTransformer = '7322.3667', TSMixer = '7439.5015', TSMixerx = '7300.1787', PatchTST = '7414.331', RNN = '7480.0415', GRU = '7456.8594', TCN = '7499.217', BiTCN = '7399.776', DilatedRNN = '7475.95', MLP = '7368.301', DLinear = '7418.6167', NLinear = '7451.4243', TFT = '7431.189', FEDformer = '7458.764', StemGNN = '7456.659', MLPMultivariate = '7375.3394', TiDE = '7427.4683', DeepNPTS = '7425.104' WHERE ds = '2024-10-30 00:00:00'
2024-11-11 18:11:17,203 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 18:11:17,203 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 18:11:17,205 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 18:11:17,205 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 18:11:17,429 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:11:17,429 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:11:21,041 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>8.767762209641482
2024-11-11 18:11:21,041 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>8.767762209641482
2024-11-11 18:11:21,045 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:11:21,045 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:11:27,760 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>91.95281242548083
2024-11-11 18:11:27,760 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>91.95281242548083
2024-11-11 18:11:27,763 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:11:27,763 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:11:31,232 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.613277063356406
2024-11-11 18:11:31,232 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.613277063356406
2024-11-11 18:11:31,235 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:11:31,235 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:11:34,099 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.922251253893403
2024-11-11 18:11:34,099 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.922251253893403
2024-11-11 18:11:34,102 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:11:34,102 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:11:40,147 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.181794013196976
2024-11-11 18:11:40,147 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.181794013196976
2024-11-11 18:11:40,154 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:11:40,154 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:11:41,131 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3214777062569736
2024-11-11 18:11:41,131 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3214777062569736
2024-11-11 18:11:41,133 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:11:41,133 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:11:43,798 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.552429570275352
2024-11-11 18:11:43,798 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.552429570275352
2024-11-11 18:11:43,800 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 18:11:43,800 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 18:11:44,426 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 18:11:44,426 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 18:11:49,132 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 18:11:49,132 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 18:11:49,134 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 18:11:49,134 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 18:11:54,059 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 18:11:54,059 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 18:14:10,105 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 18:14:10,105 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-11 18:14:10,108 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-30
2024-11-11 18:14:10,108 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-30
2024-11-11 18:15:04,803 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2495, 355)
2024-11-11 18:15:04,803 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2495, 355)
2024-11-11 18:15:05,492 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2495, 313)
2024-11-11 18:15:05,492 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2495, 313)
2024-11-11 18:15:05,497 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(650, 313)
2024-11-11 18:15:05,497 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(650, 313)
2024-11-11 18:15:05,500 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(650, 313)
2024-11-11 18:15:05,500 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(650, 313)
2024-11-11 18:15:08,542 - my_logger - INFO -                   <20>ն<EFBFBD>(219)         <20>ܶ<EFBFBD>(92)                105<30><35>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
214               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
215               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
216               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
217               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
218               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[219 rows x 3 columns]
2024-11-11 18:15:08,542 - my_logger - INFO -                   <20>ն<EFBFBD>(219)         <20>ܶ<EFBFBD>(92)                105<30><35>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
214               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
215               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
216               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
217               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
218               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[219 rows x 3 columns]
2024-11-11 18:15:08,583 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>310<31><30>,<2C>ն<EFBFBD>(219),<2C>ܶ<EFBFBD>(92),105<30><35>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 18:15:08,583 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>310<31><30>,<2C>ն<EFBFBD>(219),<2C>ܶ<EFBFBD>(92),105<30><35>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-11 18:15:08,586 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 18:15:08,586 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-11 18:15:09,622 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', y = '7350.0' WHERE ds = '2024-10-30 00:00:00'
2024-11-11 18:15:09,622 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', y = '7350.0' WHERE ds = '2024-10-30 00:00:00'
2024-11-11 18:15:09,624 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 18:15:09,624 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-11 18:15:09,641 - my_logger - INFO - Training set head:
2024-11-11 18:15:09,641 - my_logger - INFO - Training set head:
2024-11-11 18:15:09,642 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
958 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
957 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
954 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
953 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
952 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 328 columns]
2024-11-11 18:15:09,642 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
958 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
957 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
954 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
953 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
952 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 328 columns]
2024-11-11 18:15:10,819 - my_logger - INFO - 
Testing set head:
2024-11-11 18:15:10,819 - my_logger - INFO - 
Testing set head:
2024-11-11 18:15:10,821 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
770 2022-09-28              113.4056            260.0            180.0            260.0  ...               0.0             0.0            0.0          0.0          1
769 2022-09-29              300.7149            171.0             21.0            191.0  ...               0.0             0.0            0.0          0.0          1
768 2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
760 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
759 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 328 columns]
2024-11-11 18:15:10,821 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
770 2022-09-28              113.4056            260.0            180.0            260.0  ...               0.0             0.0            0.0          0.0          1
769 2022-09-29              300.7149            171.0             21.0            191.0  ...               0.0             0.0            0.0          0.0          1
768 2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
760 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
759 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 328 columns]
2024-11-11 18:27:13,111 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 18:27:13,111 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 18:27:13,118 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 18:27:13,118 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-11 18:27:19,432 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-31 00:00:00', NHITS = '7365.5396', Informer = '7426.6055', LSTM = '7465.0933', iTransformer = '7265.2915', TSMixer = '7415.8325', TSMixerx = '7356.929', PatchTST = '7313.451', RNN = '7390.1045', GRU = '7444.3335', TCN = '7471.1367', BiTCN = '7350.23', DilatedRNN = '7516.696', MLP = '7333.1333', DLinear = '7421.061', NLinear = '7371.6426', TFT = '7332.3345', StemGNN = '7445.6953', MLPMultivariate = '7313.186', TiDE = '7401.6284', DeepNPTS = '7439.105' WHERE ds = '2024-10-31 00:00:00'
2024-11-11 18:27:19,432 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-31 00:00:00', NHITS = '7365.5396', Informer = '7426.6055', LSTM = '7465.0933', iTransformer = '7265.2915', TSMixer = '7415.8325', TSMixerx = '7356.929', PatchTST = '7313.451', RNN = '7390.1045', GRU = '7444.3335', TCN = '7471.1367', BiTCN = '7350.23', DilatedRNN = '7516.696', MLP = '7333.1333', DLinear = '7421.061', NLinear = '7371.6426', TFT = '7332.3345', StemGNN = '7445.6953', MLPMultivariate = '7313.186', TiDE = '7401.6284', DeepNPTS = '7439.105' WHERE ds = '2024-10-31 00:00:00'
2024-11-11 18:27:22,476 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 18:27:22,476 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-11 18:27:22,478 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 18:27:22,478 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-11 18:27:22,684 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:27:22,684 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:27:26,133 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>8.76054891572355
2024-11-11 18:27:26,133 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>8.76054891572355
2024-11-11 18:27:26,136 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:27:26,136 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:27:32,964 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>91.94806167142295
2024-11-11 18:27:32,964 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>91.94806167142295
2024-11-11 18:27:32,967 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:27:32,967 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:27:36,454 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.62363698842531
2024-11-11 18:27:36,454 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.62363698842531
2024-11-11 18:27:36,458 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:27:36,458 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:27:39,405 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.92184765395231
2024-11-11 18:27:39,405 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.92184765395231
2024-11-11 18:27:39,407 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:27:39,407 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:27:43,691 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.17530808405985
2024-11-11 18:27:43,691 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.17530808405985
2024-11-11 18:27:43,693 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:27:43,693 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:27:44,617 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.320273984455585
2024-11-11 18:27:44,617 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.320273984455585
2024-11-11 18:27:44,620 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:27:44,620 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-11 18:27:47,733 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.542365113717947
2024-11-11 18:27:47,733 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.542365113717947
2024-11-11 18:27:47,736 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 18:27:47,736 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-11 18:27:48,356 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 18:27:48,356 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-11 18:27:53,004 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 18:27:53,004 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-11 18:27:53,005 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 18:27:53,005 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-11 18:27:58,129 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-11 18:27:58,129 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 11:09:41,630 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 11:09:41,631 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-12 11:11:16,519 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-12 11:11:17,509 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 620)
2024-11-12 11:11:17,514 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 620)
2024-11-12 11:11:17,518 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 543)
2024-11-12 11:11:22,512 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 11:11:22,513 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 11:11:22,879 - my_logger - INFO -                     <20>ն<EFBFBD>(350)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
345             C2403150124                   
346            FVHCM1 INDEX                   
347     lmcads03 lme comdty                   
348         GC1 COMB Comdty                   
349             C2404167855                   

[350 rows x 2 columns]
2024-11-12 11:11:22,891 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>540<34><30>,<2C>ն<EFBFBD>(350),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 11:11:22,893 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 11:11:24,599 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-12 11:11:24,606 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 11:11:24,626 - my_logger - INFO - Training set head:
2024-11-12 11:11:24,626 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 558 columns]
2024-11-12 11:11:24,955 - my_logger - INFO - 
Testing set head:
2024-11-12 11:11:24,955 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0     69384.0  ...           0.0               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 558 columns]
2024-11-12 11:21:20,118 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 11:21:20,118 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-12 11:22:48,774 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-12 11:22:49,807 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 620)
2024-11-12 11:22:49,812 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 620)
2024-11-12 11:22:49,818 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 543)
2024-11-12 11:22:54,624 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 11:22:54,628 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 11:22:55,005 - my_logger - INFO -                     <20>ն<EFBFBD>(350)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
345             C2403150124                   
346            FVHCM1 INDEX                   
347     lmcads03 lme comdty                   
348         GC1 COMB Comdty                   
349             C2404167855                   

[350 rows x 2 columns]
2024-11-12 11:22:55,016 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>540<34><30>,<2C>ն<EFBFBD>(350),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 11:22:55,018 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 11:22:56,530 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-12 11:22:56,537 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 11:22:56,555 - my_logger - INFO - Training set head:
2024-11-12 11:22:56,556 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 558 columns]
2024-11-12 11:22:56,859 - my_logger - INFO - 
Testing set head:
2024-11-12 11:22:56,859 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0     69384.0  ...           0.0               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 558 columns]
2024-11-12 11:30:25,906 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 11:30:25,907 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 11:30:28,260 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '72.72435', Informer = '72.46164', LSTM = '72.14615', iTransformer = '70.44636', TSMixer = '71.692444', TSMixerx = '71.3097', PatchTST = '72.42532', RNN = '52.32527', GRU = '72.71444', TCN = '72.69601', BiTCN = '72.41043', DilatedRNN = '70.29888', MLP = '73.403076', DLinear = '72.93471', NLinear = '70.93766', TFT = '70.80129', StemGNN = '74.84215', MLPMultivariate = '72.57026', TiDE = '71.79613', DeepNPTS = '73.43628' WHERE ds = '2024-10-30 00:00:00'
2024-11-12 11:30:30,020 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 11:30:30,021 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 11:30:30,399 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:30:30,890 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2169389859283228
2024-11-12 11:30:30,891 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:30:32,752 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.88886781911518
2024-11-12 11:30:32,753 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:30:35,023 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.527125996889247
2024-11-12 11:30:35,025 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:30:35,392 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5496334422133744
2024-11-12 11:30:35,393 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:30:37,161 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.898881952036334
2024-11-12 11:30:37,162 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:30:37,688 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610703149129728
2024-11-12 11:30:37,689 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:30:39,634 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74147842565216
2024-11-12 11:30:39,636 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:30:41,918 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.65377381137546
2024-11-12 11:30:41,919 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:30:43,446 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.9487154984116986
2024-11-12 11:30:43,448 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:30:43,794 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275137294324261
2024-11-12 11:30:43,795 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:30:45,637 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34340093640212
2024-11-12 11:30:45,639 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:30:47,571 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14273949600039
2024-11-12 11:30:47,572 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 11:30:47,994 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 11:30:52,450 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 11:30:52,450 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 11:30:54,942 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 11:33:52,370 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 11:33:52,370 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-12 11:35:20,859 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-12 11:35:21,857 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 620)
2024-11-12 11:35:21,862 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 620)
2024-11-12 11:35:21,866 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 543)
2024-11-12 11:35:26,695 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 11:35:26,698 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 11:35:27,072 - my_logger - INFO -                     <20>ն<EFBFBD>(350)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
345             C2403150124                   
346            FVHCM1 INDEX                   
347     lmcads03 lme comdty                   
348         GC1 COMB Comdty                   
349             C2404167855                   

[350 rows x 2 columns]
2024-11-12 11:35:27,083 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>540<34><30>,<2C>ն<EFBFBD>(350),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 11:35:27,085 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 11:35:28,602 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-12 11:35:28,609 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 11:35:28,609 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 11:35:28,610 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 11:35:30,964 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '72.72435', Informer = '72.46164', LSTM = '72.14615', iTransformer = '70.44636', TSMixer = '71.692444', TSMixerx = '71.3097', PatchTST = '72.42532', RNN = '52.32527', GRU = '72.71444', TCN = '72.69601', BiTCN = '72.41043', DilatedRNN = '70.29888', MLP = '73.403076', DLinear = '72.93471', NLinear = '70.93766', TFT = '70.80129', StemGNN = '74.84215', MLPMultivariate = '72.57026', TiDE = '71.79613', DeepNPTS = '73.43628' WHERE ds = '2024-10-30 00:00:00'
2024-11-12 11:35:32,710 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 11:35:32,711 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 11:35:33,088 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:35:33,543 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2169389859283228
2024-11-12 11:35:33,545 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:35:35,602 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.88886781911518
2024-11-12 11:35:35,603 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:35:37,402 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.527125996889247
2024-11-12 11:35:37,403 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:35:37,733 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5496334422133744
2024-11-12 11:35:37,734 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:35:39,567 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.898881952036334
2024-11-12 11:35:39,568 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:35:40,047 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610703149129728
2024-11-12 11:35:40,048 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:35:42,252 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74147842565216
2024-11-12 11:35:42,253 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:35:44,074 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.65377381137546
2024-11-12 11:35:44,075 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:35:45,560 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.9487154984116986
2024-11-12 11:35:45,562 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:35:45,905 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275137294324261
2024-11-12 11:35:45,906 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:35:48,150 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34340093640212
2024-11-12 11:35:48,152 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:35:50,023 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14273949600039
2024-11-12 11:35:50,025 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 11:35:50,423 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 11:35:54,411 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 11:35:54,412 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 11:35:56,941 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 11:42:40,202 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 11:42:40,203 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-12 11:44:07,725 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-12 11:44:08,751 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 620)
2024-11-12 11:44:08,757 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 620)
2024-11-12 11:44:08,762 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 543)
2024-11-12 11:44:13,589 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 11:44:13,592 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 11:44:13,969 - my_logger - INFO -                     <20>ն<EFBFBD>(350)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
345             C2403150124                   
346            FVHCM1 INDEX                   
347     lmcads03 lme comdty                   
348         GC1 COMB Comdty                   
349             C2404167855                   

[350 rows x 2 columns]
2024-11-12 11:44:13,982 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>540<34><30>,<2C>ն<EFBFBD>(350),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 11:44:13,983 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 11:44:15,438 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-12 11:44:15,445 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 11:44:15,446 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 11:44:15,446 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 11:44:17,802 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '72.72435', Informer = '72.46164', LSTM = '72.14615', iTransformer = '70.44636', TSMixer = '71.692444', TSMixerx = '71.3097', PatchTST = '72.42532', RNN = '52.32527', GRU = '72.71444', TCN = '72.69601', BiTCN = '72.41043', DilatedRNN = '70.29888', MLP = '73.403076', DLinear = '72.93471', NLinear = '70.93766', TFT = '70.80129', StemGNN = '74.84215', MLPMultivariate = '72.57026', TiDE = '71.79613', DeepNPTS = '73.43628' WHERE ds = '2024-10-30 00:00:00'
2024-11-12 11:44:19,573 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 11:44:19,573 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 11:44:19,941 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:44:20,396 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2169389859283228
2024-11-12 11:44:20,398 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:44:22,468 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.88886781911518
2024-11-12 11:44:22,469 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:44:24,323 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.527125996889247
2024-11-12 11:44:24,324 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:44:24,660 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5496334422133744
2024-11-12 11:44:24,661 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:44:26,441 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.898881952036334
2024-11-12 11:44:26,442 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:44:26,995 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610703149129728
2024-11-12 11:44:26,996 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:44:29,167 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74147842565216
2024-11-12 11:44:29,169 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:44:31,034 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.65377381137546
2024-11-12 11:44:31,036 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:44:32,523 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.9487154984116986
2024-11-12 11:44:32,524 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:44:32,877 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275137294324261
2024-11-12 11:44:32,878 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:44:35,105 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34340093640212
2024-11-12 11:44:35,107 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:44:36,896 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14273949600039
2024-11-12 11:44:36,897 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 11:44:37,319 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 11:44:41,459 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 11:44:41,460 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 11:44:44,220 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 11:47:03,425 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 11:47:03,425 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-12 11:48:29,427 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-12 11:48:30,437 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 620)
2024-11-12 11:48:30,442 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 620)
2024-11-12 11:48:30,448 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 543)
2024-11-12 11:48:35,101 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 11:48:35,104 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 11:48:35,485 - my_logger - INFO -                     <20>ն<EFBFBD>(350)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
345             C2403150124                   
346            FVHCM1 INDEX                   
347     lmcads03 lme comdty                   
348         GC1 COMB Comdty                   
349             C2404167855                   

[350 rows x 2 columns]
2024-11-12 11:48:35,495 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>540<34><30>,<2C>ն<EFBFBD>(350),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 11:48:35,497 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 11:48:36,930 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-12 11:48:36,938 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 11:48:36,938 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 11:48:36,939 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 11:48:39,130 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '72.72435', Informer = '72.46164', LSTM = '72.14615', iTransformer = '70.44636', TSMixer = '71.692444', TSMixerx = '71.3097', PatchTST = '72.42532', RNN = '52.32527', GRU = '72.71444', TCN = '72.69601', BiTCN = '72.41043', DilatedRNN = '70.29888', MLP = '73.403076', DLinear = '72.93471', NLinear = '70.93766', TFT = '70.80129', StemGNN = '74.84215', MLPMultivariate = '72.57026', TiDE = '71.79613', DeepNPTS = '73.43628' WHERE ds = '2024-10-30 00:00:00'
2024-11-12 11:48:40,837 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 11:48:40,838 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 11:48:41,186 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:48:41,656 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2169389859283228
2024-11-12 11:48:41,658 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:48:43,648 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.88886781911518
2024-11-12 11:48:43,648 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:48:45,399 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.527125996889247
2024-11-12 11:48:45,400 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:48:45,707 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5496334422133744
2024-11-12 11:48:45,707 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:48:47,440 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.898881952036334
2024-11-12 11:48:47,441 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:48:47,909 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610703149129728
2024-11-12 11:48:47,910 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:48:49,998 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74147842565216
2024-11-12 11:48:49,999 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:48:51,766 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.65377381137546
2024-11-12 11:48:51,767 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:48:53,175 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.9487154984116986
2024-11-12 11:48:53,176 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:48:53,511 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275137294324261
2024-11-12 11:48:53,512 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:48:55,669 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34340093640212
2024-11-12 11:48:55,670 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 11:48:57,432 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14273949600039
2024-11-12 11:48:57,433 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 11:48:57,820 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 11:49:01,781 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 11:49:01,781 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 11:49:04,303 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 12:42:29,327 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 12:42:29,328 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-12 12:43:59,575 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-12 12:44:00,607 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 620)
2024-11-12 12:44:00,612 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 620)
2024-11-12 12:44:00,617 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 543)
2024-11-12 12:44:05,416 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 12:44:05,418 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 12:44:05,792 - my_logger - INFO -                     <20>ն<EFBFBD>(350)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
345             C2403150124                   
346            FVHCM1 INDEX                   
347     lmcads03 lme comdty                   
348         GC1 COMB Comdty                   
349             C2404167855                   

[350 rows x 2 columns]
2024-11-12 12:44:05,803 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>540<34><30>,<2C>ն<EFBFBD>(350),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 12:44:05,805 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 12:44:07,283 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-12 12:44:07,290 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 12:44:07,291 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 12:44:07,292 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 12:44:09,655 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '72.72435', Informer = '72.46164', LSTM = '72.14615', iTransformer = '70.44636', TSMixer = '71.692444', TSMixerx = '71.3097', PatchTST = '72.42532', RNN = '52.32527', GRU = '72.71444', TCN = '72.69601', BiTCN = '72.41043', DilatedRNN = '70.29888', MLP = '73.403076', DLinear = '72.93471', NLinear = '70.93766', TFT = '70.80129', StemGNN = '74.84215', MLPMultivariate = '72.57026', TiDE = '71.79613', DeepNPTS = '73.43628' WHERE ds = '2024-10-30 00:00:00'
2024-11-12 12:44:11,398 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 12:44:11,398 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 12:44:11,751 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:44:12,212 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2169389859283228
2024-11-12 12:44:12,214 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:44:14,258 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.88886781911518
2024-11-12 12:44:14,259 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:44:16,172 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.527125996889247
2024-11-12 12:44:16,173 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:44:16,553 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5496334422133744
2024-11-12 12:44:16,554 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:44:18,476 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.898881952036334
2024-11-12 12:44:18,477 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:44:18,990 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610703149129728
2024-11-12 12:44:18,991 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:44:21,151 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74147842565216
2024-11-12 12:44:21,152 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:44:23,194 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.65377381137546
2024-11-12 12:44:23,195 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:44:24,692 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.9487154984116986
2024-11-12 12:44:24,694 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:44:25,069 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275137294324261
2024-11-12 12:44:25,070 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:44:27,352 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34340093640212
2024-11-12 12:44:27,354 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:44:29,135 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14273949600039
2024-11-12 12:44:29,136 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 12:44:29,549 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 12:44:33,629 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 12:44:33,630 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 12:44:36,117 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 12:45:26,855 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 12:45:26,856 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-12 12:46:53,436 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-12 12:46:54,440 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 620)
2024-11-12 12:46:54,445 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 620)
2024-11-12 12:46:54,450 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 543)
2024-11-12 12:46:59,172 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 12:46:59,173 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 12:46:59,532 - my_logger - INFO -                     <20>ն<EFBFBD>(350)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
345             C2403150124                   
346            FVHCM1 INDEX                   
347     lmcads03 lme comdty                   
348         GC1 COMB Comdty                   
349             C2404167855                   

[350 rows x 2 columns]
2024-11-12 12:46:59,543 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>540<34><30>,<2C>ն<EFBFBD>(350),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 12:46:59,545 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 12:47:01,010 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-12 12:47:01,017 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 12:47:01,017 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 12:47:01,018 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 12:47:03,346 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '72.72435', Informer = '72.46164', LSTM = '72.14615', iTransformer = '70.44636', TSMixer = '71.692444', TSMixerx = '71.3097', PatchTST = '72.42532', RNN = '52.32527', GRU = '72.71444', TCN = '72.69601', BiTCN = '72.41043', DilatedRNN = '70.29888', MLP = '73.403076', DLinear = '72.93471', NLinear = '70.93766', TFT = '70.80129', StemGNN = '74.84215', MLPMultivariate = '72.57026', TiDE = '71.79613', DeepNPTS = '73.43628' WHERE ds = '2024-10-30 00:00:00'
2024-11-12 12:47:05,053 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 12:47:05,054 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 12:47:05,405 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:47:05,869 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2169389859283228
2024-11-12 12:47:05,871 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:47:07,876 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.88886781911518
2024-11-12 12:47:07,877 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:47:09,649 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.527125996889247
2024-11-12 12:47:09,651 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:47:09,977 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5496334422133744
2024-11-12 12:47:09,978 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:47:11,732 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.898881952036334
2024-11-12 12:47:11,734 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:47:12,214 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610703149129728
2024-11-12 12:47:12,215 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:47:14,321 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74147842565216
2024-11-12 12:47:14,323 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:47:16,092 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.65377381137546
2024-11-12 12:47:16,093 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:47:17,537 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.9487154984116986
2024-11-12 12:47:17,538 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:47:17,869 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275137294324261
2024-11-12 12:47:17,870 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:47:20,079 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34340093640212
2024-11-12 12:47:20,080 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 12:47:21,883 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14273949600039
2024-11-12 12:47:21,884 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 12:47:22,270 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 12:47:26,249 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 12:47:26,250 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 12:47:29,091 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 13:38:20,428 - my_logger - INFO - <20><>eta<74><61>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD>...
2024-11-12 13:38:20,428 - my_logger - INFO - <20><>eta<74><61>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD>...
2024-11-12 13:39:11,878 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PE<50><45>ͷ<EFBFBD><CDB7>PP<50><50>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:39:11,878 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PE<50><45>ͷ<EFBFBD><CDB7>PP<50><50>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:39:11,879 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP2409ǰ20<32>൥<EFBFBD><E0B5A5>
2024-11-12 13:39:11,879 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP2409ǰ20<32>൥<EFBFBD><E0B5A5>
2024-11-12 13:39:11,880 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP2409ǰ20<32>յ<EFBFBD><D5B5><EFBFBD>
2024-11-12 13:39:11,880 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP2409ǰ20<32>յ<EFBFBD><D5B5><EFBFBD>
2024-11-12 13:39:37,581 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
2024-11-12 13:39:37,581 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
2024-11-12 13:39:37,582 - my_logger - INFO - lmcads03 lme comdty
2024-11-12 13:39:37,582 - my_logger - INFO - lmcads03 lme comdty
2024-11-12 13:39:38,062 - my_logger - INFO - GC1 COMB Comdty
2024-11-12 13:39:38,062 - my_logger - INFO - GC1 COMB Comdty
2024-11-12 13:39:38,856 - my_logger - INFO - C2404171822
2024-11-12 13:39:38,856 - my_logger - INFO - C2404171822
2024-11-12 13:39:39,663 - my_logger - INFO - dxy curncy
2024-11-12 13:39:39,663 - my_logger - INFO - dxy curncy
2024-11-12 13:39:40,383 - my_logger - INFO - S5443199 
2024-11-12 13:39:40,383 - my_logger - INFO - S5443199 
2024-11-12 13:39:40,756 - my_logger - INFO - S5479800
2024-11-12 13:39:40,756 - my_logger - INFO - S5479800
2024-11-12 13:39:41,076 - my_logger - INFO - S5443108
2024-11-12 13:39:41,076 - my_logger - INFO - S5443108
2024-11-12 13:39:41,462 - my_logger - INFO - H7358586
2024-11-12 13:39:41,462 - my_logger - INFO - H7358586
2024-11-12 13:39:41,686 - my_logger - INFO - LC3FM1 INDEX
2024-11-12 13:39:41,686 - my_logger - INFO - LC3FM1 INDEX
2024-11-12 13:39:42,024 - my_logger - INFO - CNY REGN Curncy
2024-11-12 13:39:42,024 - my_logger - INFO - CNY REGN Curncy
2024-11-12 13:39:43,050 - my_logger - INFO - s0105897
2024-11-12 13:39:43,050 - my_logger - INFO - s0105897
2024-11-12 13:39:43,643 - my_logger - INFO - M0067419
2024-11-12 13:39:43,643 - my_logger - INFO - M0067419
2024-11-12 13:39:44,085 - my_logger - INFO - M0066351
2024-11-12 13:39:44,085 - my_logger - INFO - M0066351
2024-11-12 13:39:44,584 - my_logger - INFO - S0266372
2024-11-12 13:39:44,584 - my_logger - INFO - S0266372
2024-11-12 13:39:44,926 - my_logger - INFO - S0266438
2024-11-12 13:39:44,926 - my_logger - INFO - S0266438
2024-11-12 13:39:45,326 - my_logger - INFO - S0266506
2024-11-12 13:39:45,326 - my_logger - INFO - S0266506
2024-11-12 13:39:45,732 - my_logger - INFO -             date  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20>۱<EFBFBD>ϩƷ<CFA9><C6B7><EFBFBD>۲<DBB2><EEA3BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>˿<EFBFBD><CBBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>  ...  <20>ϻ<EFBFBD><CFBB><EFBFBD>ҵƷָ<C6B7><D6B8>  PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>  PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>  PP<50><50><EFBFBD><EFBFBD>-1<><31>  PP<50><50><EFBFBD><EFBFBD>-5<><35>  PP<50><50><EFBFBD><EFBFBD>-9<><39>
949   2024-11-12                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
950   2024-11-11                   NaN              NaN              NaN              NaN                NaN  ...  3806.98   5335.0      NaN      NaN      NaN      NaN
6551  2024-11-10                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
6552  2024-11-09                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
951   2024-11-08                   NaN              NaN              NaN              NaN                NaN  ...  3848.42   5393.0      NaN      NaN      NaN      NaN

[5 rows x 356 columns]
2024-11-12 13:39:45,732 - my_logger - INFO -             date  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20>۱<EFBFBD>ϩƷ<CFA9><C6B7><EFBFBD>۲<DBB2><EEA3BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>˿<EFBFBD><CBBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>  ...  <20>ϻ<EFBFBD><CFBB><EFBFBD>ҵƷָ<C6B7><D6B8>  PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>  PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>  PP<50><50><EFBFBD><EFBFBD>-1<><31>  PP<50><50><EFBFBD><EFBFBD>-5<><35>  PP<50><50><EFBFBD><EFBFBD>-9<><39>
949   2024-11-12                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
950   2024-11-11                   NaN              NaN              NaN              NaN                NaN  ...  3806.98   5335.0      NaN      NaN      NaN      NaN
6551  2024-11-10                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
6552  2024-11-09                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
951   2024-11-08                   NaN              NaN              NaN              NaN                NaN  ...  3848.42   5393.0      NaN      NaN      NaN      NaN

[5 rows x 356 columns]
2024-11-12 13:40:42,958 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 13:40:42,958 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 13:40:43,352 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 13:40:43,352 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 13:40:43,355 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:40:43,355 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:40:43,357 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:40:43,357 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:40:45,059 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                 49<34><39>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 13:40:45,059 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                 49<34><39>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 13:40:45,081 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),49<34><39>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 13:40:45,081 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),49<34><39>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 13:40:45,084 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 13:40:45,084 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 13:40:45,831 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 13:40:45,831 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 13:40:45,833 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:40:45,833 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:40:45,834 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 13:40:45,834 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 13:40:47,030 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '72.72435', Informer = '72.46164', LSTM = '72.14615', iTransformer = '70.44636', TSMixer = '71.692444', TSMixerx = '71.3097', PatchTST = '72.42532', RNN = '52.32527', GRU = '72.71444', TCN = '72.69601', BiTCN = '72.41043', DilatedRNN = '70.29888', MLP = '73.403076', DLinear = '72.93471', NLinear = '70.93766', TFT = '70.80129', StemGNN = '74.84215', MLPMultivariate = '72.57026', TiDE = '71.79613', DeepNPTS = '73.43628' WHERE ds = '2024-10-30 00:00:00'
2024-11-12 13:40:47,030 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '72.72435', Informer = '72.46164', LSTM = '72.14615', iTransformer = '70.44636', TSMixer = '71.692444', TSMixerx = '71.3097', PatchTST = '72.42532', RNN = '52.32527', GRU = '72.71444', TCN = '72.69601', BiTCN = '72.41043', DilatedRNN = '70.29888', MLP = '73.403076', DLinear = '72.93471', NLinear = '70.93766', TFT = '70.80129', StemGNN = '74.84215', MLPMultivariate = '72.57026', TiDE = '71.79613', DeepNPTS = '73.43628' WHERE ds = '2024-10-30 00:00:00'
2024-11-12 13:40:48,753 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 13:40:48,753 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 13:40:48,754 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 13:40:48,754 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 13:40:48,862 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:40:48,862 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:40:50,779 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.467054643765925
2024-11-12 13:40:50,779 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.467054643765925
2024-11-12 13:40:50,781 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:40:50,781 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:40:52,609 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.82902326716311
2024-11-12 13:40:52,609 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.82902326716311
2024-11-12 13:40:52,611 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:40:52,611 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:40:54,395 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.677298538903486
2024-11-12 13:40:54,395 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.677298538903486
2024-11-12 13:40:54,396 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:40:54,396 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:40:57,361 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915018658220134
2024-11-12 13:40:57,361 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915018658220134
2024-11-12 13:40:57,362 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:40:57,362 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:40:59,077 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.152485298912673
2024-11-12 13:40:59,077 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.152485298912673
2024-11-12 13:40:59,079 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:40:59,079 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:40:59,549 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3119601190928074
2024-11-12 13:40:59,549 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3119601190928074
2024-11-12 13:40:59,551 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:40:59,551 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:41:01,081 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.460910227818368
2024-11-12 13:41:01,081 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.460910227818368
2024-11-12 13:41:01,083 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 13:41:01,083 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 13:41:01,427 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 13:41:01,427 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 13:41:04,142 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 13:41:04,142 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 13:41:04,143 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:41:04,143 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:41:06,389 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 13:41:06,389 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 13:41:38,988 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 13:41:38,988 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 13:41:38,989 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-12 13:41:38,989 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-12 13:42:07,237 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 13:42:07,237 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 13:42:07,626 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 13:42:07,626 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 13:42:07,629 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:42:07,629 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:42:07,631 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:42:07,631 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:42:09,227 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                112<31><32>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 13:42:09,227 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                112<31><32>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 13:42:09,251 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),112<31><32>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 13:42:09,251 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),112<31><32>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 13:42:09,254 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 13:42:09,254 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 13:42:09,830 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-11 00:00:00', y = '7400.0' WHERE ds = '2024-11-11 00:00:00'
2024-11-12 13:42:09,830 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-11 00:00:00', y = '7400.0' WHERE ds = '2024-11-11 00:00:00'
2024-11-12 13:42:09,832 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 13:42:09,832 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 13:42:09,842 - my_logger - INFO - Training set head:
2024-11-12 13:42:09,842 - my_logger - INFO - Training set head:
2024-11-12 13:42:09,844 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
964 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
963 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
960 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
959 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
958 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 331 columns]
2024-11-12 13:42:09,844 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
964 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
963 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
960 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
959 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
958 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 331 columns]
2024-11-12 13:42:10,461 - my_logger - INFO - 
Testing set head:
2024-11-12 13:42:10,461 - my_logger - INFO - 
Testing set head:
2024-11-12 13:42:10,462 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
774 2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
766 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
765 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
764 2022-10-10              527.6122            166.0            116.0            196.0  ...               0.0             0.0            0.0          0.0          1
763 2022-10-11              416.4173            208.0            178.0            228.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 331 columns]
2024-11-12 13:42:10,462 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
774 2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
766 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
765 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
764 2022-10-10              527.6122            166.0            116.0            196.0  ...               0.0             0.0            0.0          0.0          1
763 2022-10-11              416.4173            208.0            178.0            228.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 331 columns]
2024-11-12 13:48:29,918 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:48:29,918 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:48:29,920 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 13:48:29,920 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 13:48:32,979 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 13:48:32,979 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 13:48:32,980 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 13:48:32,980 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 13:48:33,109 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:48:33,109 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:48:34,968 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.467054643765925
2024-11-12 13:48:34,968 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.467054643765925
2024-11-12 13:48:34,970 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:48:34,970 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:48:37,724 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.82902326716311
2024-11-12 13:48:37,724 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.82902326716311
2024-11-12 13:48:37,725 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:48:37,725 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:48:39,505 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.677298538903486
2024-11-12 13:48:39,505 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.677298538903486
2024-11-12 13:48:39,506 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:48:39,506 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:48:40,932 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915018658220134
2024-11-12 13:48:40,932 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915018658220134
2024-11-12 13:48:40,934 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:48:40,934 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:48:43,125 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.152485298912673
2024-11-12 13:48:43,125 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.152485298912673
2024-11-12 13:48:43,127 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:48:43,127 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:48:43,608 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3119601190928074
2024-11-12 13:48:43,608 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3119601190928074
2024-11-12 13:48:43,609 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:48:43,609 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:48:45,118 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.460910227818368
2024-11-12 13:48:45,118 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.460910227818368
2024-11-12 13:48:45,120 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 13:48:45,120 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 13:48:45,418 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 13:48:45,418 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 13:48:48,142 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 13:48:48,142 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 13:48:48,143 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:48:48,143 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:48:52,788 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 13:48:52,788 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 13:52:16,085 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 13:52:16,085 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 13:52:16,086 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-12 13:52:16,086 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-12 13:52:44,446 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 13:52:44,446 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 13:52:44,850 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 13:52:44,850 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 13:52:44,853 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:52:44,853 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:52:44,855 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:52:44,855 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:52:46,427 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                 21<32><31>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 13:52:46,427 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                 21<32><31>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 13:52:46,453 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),21<32><31>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 13:52:46,453 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),21<32><31>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 13:52:46,455 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 13:52:46,455 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 13:52:47,092 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-11 00:00:00', y = '7400.0' WHERE ds = '2024-11-11 00:00:00'
2024-11-12 13:52:47,092 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-11 00:00:00', y = '7400.0' WHERE ds = '2024-11-11 00:00:00'
2024-11-12 13:52:47,094 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 13:52:47,094 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 13:52:47,095 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:52:47,095 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:52:47,096 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 13:52:47,096 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 13:52:48,070 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', NHITS = '7398.797', Informer = '7320.773', LSTM = '7467.5005', iTransformer = '7432.581', TSMixer = '7400.115', TSMixerx = '7528.0947', PatchTST = '7375.8677', RNN = '7412.4224', GRU = '7459.679', TCN = '7495.7354', BiTCN = '7361.142', DilatedRNN = '7518.6387', MLP = '7422.416', DLinear = '7423.825', NLinear = '7378.564', TFT = '7393.4556', StemGNN = '7409.818', MLPMultivariate = '7438.1733', TiDE = '7374.864', DeepNPTS = '7400.03' WHERE ds = '2024-11-12 00:00:00'
2024-11-12 13:52:48,070 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', NHITS = '7398.797', Informer = '7320.773', LSTM = '7467.5005', iTransformer = '7432.581', TSMixer = '7400.115', TSMixerx = '7528.0947', PatchTST = '7375.8677', RNN = '7412.4224', GRU = '7459.679', TCN = '7495.7354', BiTCN = '7361.142', DilatedRNN = '7518.6387', MLP = '7422.416', DLinear = '7423.825', NLinear = '7378.564', TFT = '7393.4556', StemGNN = '7409.818', MLPMultivariate = '7438.1733', TiDE = '7374.864', DeepNPTS = '7400.03' WHERE ds = '2024-11-12 00:00:00'
2024-11-12 13:52:49,835 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 13:52:49,835 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 13:52:49,836 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 13:52:49,836 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 13:52:49,949 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:52:49,949 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:52:51,995 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.467054643765925
2024-11-12 13:52:51,995 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.467054643765925
2024-11-12 13:52:51,998 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:52:51,998 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:52:53,833 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.82902326716311
2024-11-12 13:52:53,833 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.82902326716311
2024-11-12 13:52:53,834 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:52:53,834 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:52:55,666 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.677298538903486
2024-11-12 13:52:55,666 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.677298538903486
2024-11-12 13:52:55,668 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:52:55,668 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:52:57,326 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915018658220134
2024-11-12 13:52:57,326 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915018658220134
2024-11-12 13:52:57,328 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:52:57,328 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:52:59,150 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.152485298912673
2024-11-12 13:52:59,150 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.152485298912673
2024-11-12 13:52:59,151 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:52:59,151 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:52:59,656 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3119601190928074
2024-11-12 13:52:59,656 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3119601190928074
2024-11-12 13:52:59,658 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:52:59,658 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:53:01,158 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.460910227818368
2024-11-12 13:53:01,158 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.460910227818368
2024-11-12 13:53:01,159 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 13:53:01,159 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 13:53:01,470 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 13:53:01,470 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 13:53:04,158 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 13:53:04,158 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 13:53:04,159 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:53:04,159 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:53:06,187 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 13:53:06,187 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 13:54:47,268 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 13:54:47,268 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 13:54:47,269 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-12 13:54:47,269 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-12 13:55:16,163 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 13:55:16,163 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 13:55:16,582 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 13:55:16,582 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 13:55:16,585 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:55:16,585 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:55:16,587 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:55:16,587 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:55:18,267 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                 49<34><39>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 13:55:18,267 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                 49<34><39>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 13:55:18,292 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),49<34><39>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 13:55:18,292 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),49<34><39>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 13:55:18,294 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 13:55:18,294 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 13:55:18,859 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-11 00:00:00', y = '7400.0' WHERE ds = '2024-11-11 00:00:00'
2024-11-12 13:55:18,859 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-11 00:00:00', y = '7400.0' WHERE ds = '2024-11-11 00:00:00'
2024-11-12 13:55:18,862 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 13:55:18,862 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 13:55:18,863 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:55:18,863 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:55:18,864 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 13:55:18,864 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 13:55:22,372 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', NHITS = '7398.797', Informer = '7320.773', LSTM = '7467.5005', iTransformer = '7432.581', TSMixer = '7400.115', TSMixerx = '7528.0947', PatchTST = '7375.8677', RNN = '7412.4224', GRU = '7459.679', TCN = '7495.7354', BiTCN = '7361.142', DilatedRNN = '7518.6387', MLP = '7422.416', DLinear = '7423.825', NLinear = '7378.564', TFT = '7393.4556', StemGNN = '7409.818', MLPMultivariate = '7438.1733', TiDE = '7374.864', DeepNPTS = '7400.03' WHERE ds = '2024-11-12 00:00:00'
2024-11-12 13:55:22,372 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', NHITS = '7398.797', Informer = '7320.773', LSTM = '7467.5005', iTransformer = '7432.581', TSMixer = '7400.115', TSMixerx = '7528.0947', PatchTST = '7375.8677', RNN = '7412.4224', GRU = '7459.679', TCN = '7495.7354', BiTCN = '7361.142', DilatedRNN = '7518.6387', MLP = '7422.416', DLinear = '7423.825', NLinear = '7378.564', TFT = '7393.4556', StemGNN = '7409.818', MLPMultivariate = '7438.1733', TiDE = '7374.864', DeepNPTS = '7400.03' WHERE ds = '2024-11-12 00:00:00'
2024-11-12 13:55:24,190 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 13:55:24,190 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 13:55:24,191 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 13:55:24,191 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 13:55:24,304 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:55:24,304 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:55:26,279 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.467054643765925
2024-11-12 13:55:26,279 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.467054643765925
2024-11-12 13:55:26,281 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:55:26,281 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:55:28,196 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.82902326716311
2024-11-12 13:55:28,196 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.82902326716311
2024-11-12 13:55:28,198 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:55:28,198 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:55:29,973 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.677298538903486
2024-11-12 13:55:29,973 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.677298538903486
2024-11-12 13:55:29,974 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:55:29,974 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:55:31,617 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915018658220134
2024-11-12 13:55:31,617 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915018658220134
2024-11-12 13:55:31,619 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:55:31,619 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:55:33,418 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.152485298912673
2024-11-12 13:55:33,418 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.152485298912673
2024-11-12 13:55:33,420 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:55:33,420 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:55:33,928 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3119601190928074
2024-11-12 13:55:33,928 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3119601190928074
2024-11-12 13:55:33,929 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:55:33,929 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:55:35,419 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.460910227818368
2024-11-12 13:55:35,419 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.460910227818368
2024-11-12 13:55:35,420 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 13:55:35,420 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 13:55:35,744 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 13:55:35,744 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 13:55:38,379 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 13:55:38,379 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 13:55:38,380 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:55:38,380 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:55:40,455 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 13:55:40,455 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 13:57:20,974 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 13:57:20,974 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 13:57:20,975 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-12 13:57:20,975 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-12 13:57:49,234 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 13:57:49,234 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 13:57:49,634 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 13:57:49,634 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 13:57:49,636 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:57:49,636 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:57:49,638 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:57:49,638 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(658, 316)
2024-11-12 13:57:51,333 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                154<35><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 13:57:51,333 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                154<35><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 13:57:51,358 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),154<35><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
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2024-11-12 13:57:51,358 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),154<35><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 13:57:51,360 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 13:57:51,360 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 13:57:51,921 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-11 00:00:00', y = '7400.0' WHERE ds = '2024-11-11 00:00:00'
2024-11-12 13:57:51,921 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-11 00:00:00', y = '7400.0' WHERE ds = '2024-11-11 00:00:00'
2024-11-12 13:57:51,924 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 13:57:51,924 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 13:57:51,925 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:57:51,925 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:57:51,925 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 13:57:51,925 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 13:57:55,447 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', NHITS = '7398.797', Informer = '7320.773', LSTM = '7467.5005', iTransformer = '7432.581', TSMixer = '7400.115', TSMixerx = '7528.0947', PatchTST = '7375.8677', RNN = '7412.4224', GRU = '7459.679', TCN = '7495.7354', BiTCN = '7361.142', DilatedRNN = '7518.6387', MLP = '7422.416', DLinear = '7423.825', NLinear = '7378.564', TFT = '7393.4556', StemGNN = '7409.818', MLPMultivariate = '7438.1733', TiDE = '7374.864', DeepNPTS = '7400.03' WHERE ds = '2024-11-12 00:00:00'
2024-11-12 13:57:55,447 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', NHITS = '7398.797', Informer = '7320.773', LSTM = '7467.5005', iTransformer = '7432.581', TSMixer = '7400.115', TSMixerx = '7528.0947', PatchTST = '7375.8677', RNN = '7412.4224', GRU = '7459.679', TCN = '7495.7354', BiTCN = '7361.142', DilatedRNN = '7518.6387', MLP = '7422.416', DLinear = '7423.825', NLinear = '7378.564', TFT = '7393.4556', StemGNN = '7409.818', MLPMultivariate = '7438.1733', TiDE = '7374.864', DeepNPTS = '7400.03' WHERE ds = '2024-11-12 00:00:00'
2024-11-12 13:57:57,249 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 13:57:57,249 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 13:57:57,250 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 13:57:57,250 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 13:57:57,380 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:57:57,380 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:57:59,430 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.467054643765925
2024-11-12 13:57:59,430 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.467054643765925
2024-11-12 13:57:59,432 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:57:59,432 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:58:01,292 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.82902326716311
2024-11-12 13:58:01,292 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.82902326716311
2024-11-12 13:58:01,294 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:58:01,294 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:58:03,133 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.677298538903486
2024-11-12 13:58:03,133 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.677298538903486
2024-11-12 13:58:03,135 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:58:03,135 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:58:04,786 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915018658220134
2024-11-12 13:58:04,786 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915018658220134
2024-11-12 13:58:04,788 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:58:04,788 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:58:06,576 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.152485298912673
2024-11-12 13:58:06,576 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.152485298912673
2024-11-12 13:58:06,577 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:58:06,577 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:58:07,074 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3119601190928074
2024-11-12 13:58:07,074 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3119601190928074
2024-11-12 13:58:07,076 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:58:07,076 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 13:58:08,604 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.460910227818368
2024-11-12 13:58:08,604 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.460910227818368
2024-11-12 13:58:08,606 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 13:58:08,606 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 13:58:08,904 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 13:58:08,904 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 13:58:11,566 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 13:58:11,566 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 13:58:11,567 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:58:11,567 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 13:58:13,542 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 13:58:13,542 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 14:13:43,578 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 14:13:43,579 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-12 14:15:13,224 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-12 14:15:14,252 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 620)
2024-11-12 14:15:14,257 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 620)
2024-11-12 14:15:14,262 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 543)
2024-11-12 14:15:19,150 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 14:15:19,153 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 14:15:19,511 - my_logger - INFO -                     <20>ն<EFBFBD>(350)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
345             C2403150124                   
346            FVHCM1 INDEX                   
347     lmcads03 lme comdty                   
348         GC1 COMB Comdty                   
349             C2404167855                   

[350 rows x 2 columns]
2024-11-12 14:15:19,523 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>540<34><30>,<2C>ն<EFBFBD>(350),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 14:15:19,525 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 14:15:21,007 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-12 14:15:21,015 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 14:15:21,034 - my_logger - INFO - Training set head:
2024-11-12 14:15:21,035 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2499 2018-01-02    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2498 2018-01-03    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2497 2018-01-04    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2496 2018-01-05    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1
2493 2018-01-08    37951.0  732.4702           205.1905     61698.0     66675.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 558 columns]
2024-11-12 14:15:21,376 - my_logger - INFO - 
Testing set head:
2024-11-12 14:15:21,377 - my_logger - INFO -              ds  EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>   <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>  ...  is_month_end  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
2000 2019-05-16    36130.0  732.4702          -199.1429     64036.0     69384.0  ...           0.0               0.0             0.0            0.0          0.0          1
1999 2019-05-17    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1996 2019-05-20    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1995 2019-05-21    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1
1994 2019-05-22    36227.0  732.4702          -174.6190     66003.0     69181.0  ...           0.0               0.0             0.0            0.0          0.0          1

[5 rows x 558 columns]
2024-11-12 14:22:54,265 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:22:54,266 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 14:22:56,607 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '72.72435', Informer = '71.30468', LSTM = '72.14615', iTransformer = '66.039246', TSMixer = '71.692444', TSMixerx = '71.3097', PatchTST = '72.42532', RNN = '52.32527', GRU = '72.71444', TCN = '72.69601', BiTCN = '72.40631', DilatedRNN = '70.29888', MLP = '73.403076', DLinear = '72.93471', NLinear = '70.93766', TFT = '70.80129', StemGNN = '74.78314', MLPMultivariate = '73.44013', TiDE = '71.79613', DeepNPTS = '73.43628' WHERE ds = '2024-10-30 00:00:00'
2024-11-12 14:22:58,355 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 14:22:58,355 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 14:22:58,724 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:22:59,224 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2169389859283228
2024-11-12 14:22:59,225 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:23:01,107 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.88886781911518
2024-11-12 14:23:01,108 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:23:03,234 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.527125996889247
2024-11-12 14:23:03,236 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:23:03,564 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5496334422133744
2024-11-12 14:23:03,565 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:23:05,327 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.898881952036334
2024-11-12 14:23:05,328 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:23:05,833 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610703149129728
2024-11-12 14:23:05,834 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:23:07,639 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74147842565216
2024-11-12 14:23:07,640 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:23:09,935 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.65377381137546
2024-11-12 14:23:09,936 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:23:11,371 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.9487154984116986
2024-11-12 14:23:11,372 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:23:11,712 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275137294324261
2024-11-12 14:23:11,713 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:23:13,453 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34340093640212
2024-11-12 14:23:13,455 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:23:15,307 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14273949600039
2024-11-12 14:23:15,308 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 14:23:15,736 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 14:23:20,324 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 14:23:20,325 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:23:26,331 - my_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-11-12 14:27:05,481 - my_logger - INFO - <20><>eta<74><61>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD>...
2024-11-12 14:27:06,272 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 14:27:06,557 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 14:27:06,761 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD>ɽ<EFBFBD><C9BD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 14:27:06,979 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:ī<><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ذ<EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 14:27:07,183 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 14:27:07,410 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 14:27:07,722 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><>Ծ<EFBFBD><D4BE>Լ):IPE<50><45><EFBFBD><EFBFBD>
2024-11-12 14:27:07,723 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><>Ծ<EFBFBD><D4BE>Լ):NYMEX<45><58><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-12 14:27:07,723 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><><EFBFBD><EFBFBD>):IPE<50><45><EFBFBD><EFBFBD>
2024-11-12 14:27:07,724 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><><EFBFBD><EFBFBD>):NYMEX<45><58><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-12 14:27:07,724 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲܳ<DCB3>
2024-11-12 14:27:07,725 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,725 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,725 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,726 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,726 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,727 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brentԭ<74><D4AD><EFBFBD>ڻ<EFBFBD><DABB>ֲܳ<DCB3>
2024-11-12 14:27:07,727 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,727 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,729 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,729 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,729 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,730 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,730 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,731 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,731 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,731 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,732 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,732 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,733 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,733 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 14:27:07,733 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,734 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,734 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,735 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,735 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,736 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,737 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,737 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,738 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,738 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,738 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,739 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,739 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,740 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,740 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,741 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:07,741 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲֶܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,741 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲֿܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,742 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲֶܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,743 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲֿܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,743 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,744 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,744 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,745 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 14:27:07,745 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲܳ<DCB3>
2024-11-12 14:27:08,557 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:08,558 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:08,558 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:08,559 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:08,559 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:08,560 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:08,560 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:08,560 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:08,561 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:08,561 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:08,561 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:08,562 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:08,562 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:08,563 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:08,563 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:09,351 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:09,352 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:09,353 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:09,353 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:09,354 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:09,354 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:09,354 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 14:27:10,173 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,174 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,175 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,175 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,175 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֶܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 14:27:10,176 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֿܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 14:27:10,176 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֶܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 14:27:10,177 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֿܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 14:27:10,177 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 14:27:10,178 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 14:27:10,178 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 14:27:10,179 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 14:27:10,179 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>
2024-11-12 14:27:10,179 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:10,180 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:10,180 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:10,181 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:10,181 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:10,795 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:10,796 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:10,796 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:10,797 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:10,797 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:10,798 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,798 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,799 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,799 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,799 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,800 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,801 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,801 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,802 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,802 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,802 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,803 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,804 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,804 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:10,805 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:10,805 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:10,806 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:10,806 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:10,806 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:11,421 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:11,422 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:11,422 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:11,423 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:11,423 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:11,423 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 14:27:11,424 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:11,424 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:11,425 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:11,425 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:11,426 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:12,035 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:12,036 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:12,036 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:12,037 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>
2024-11-12 14:27:12,037 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:12,037 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:12,038 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:12,038 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:12,039 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:12,675 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:12,676 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:12,677 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:12,677 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:12,678 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:12,678 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:12,679 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:12,679 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:12,680 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:12,680 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:12,680 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:12,681 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:13,111 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:13,111 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:13,113 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:13,113 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:13,114 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:13,114 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 14:27:13,115 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:13,115 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:13,116 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:13,116 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:13,116 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:13,751 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:13,752 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:13,752 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:13,753 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:13,753 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:13,753 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:13,754 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:13,754 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:14,365 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:14,366 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:14,367 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:14,367 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:14,368 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:14,368 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:14,368 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:14,369 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:14,369 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:14,370 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:14,966 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:14,967 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:14,967 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:14,968 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:14,968 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:14,968 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 14:27:14,969 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:14,969 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:14,970 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:14,970 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:14,971 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:15,572 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:15,573 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:15,574 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:15,574 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>ֲֶܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 14:27:15,575 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>ֲֿܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 14:27:15,575 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>ֲֶܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 14:27:15,576 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>ֲֿܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 14:27:15,576 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 14:27:15,576 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 14:27:15,577 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 14:27:15,577 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 14:27:15,578 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲܳ<DCB3>
2024-11-12 14:27:15,578 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:15,579 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:15,579 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:15,579 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:15,580 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:16,196 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:16,196 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:16,197 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:16,197 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:16,198 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:16,198 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:16,199 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:16,199 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:16,199 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:16,200 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:16,814 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:16,815 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:16,816 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:16,816 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:16,817 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:16,817 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 14:27:16,818 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:16,818 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:16,819 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:16,819 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:16,819 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:17,438 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:17,438 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:17,438 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:17,439 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֶܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 14:27:17,439 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֿܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 14:27:17,440 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֶܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 14:27:17,440 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֿܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 14:27:17,441 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 14:27:17,441 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 14:27:17,441 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 14:27:17,441 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 14:27:17,443 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>
2024-11-12 14:27:17,443 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:17,444 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:17,444 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:17,445 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:17,445 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:18,088 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:18,089 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:18,089 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:18,090 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:18,090 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:18,090 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,090 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,091 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,091 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,092 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,092 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,093 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,093 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,093 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,094 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,094 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,095 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,095 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,096 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,096 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:18,097 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:18,097 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:18,098 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:18,098 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:18,715 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:18,716 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:18,716 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:18,717 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:18,717 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:18,718 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,718 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,718 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,719 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:18,719 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,343 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,343 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,344 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,344 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>
2024-11-12 14:27:19,345 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:19,345 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:19,345 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:19,346 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:19,346 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:19,963 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:19,964 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:19,964 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:19,965 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:19,965 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 14:27:19,966 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,966 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,967 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,967 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,968 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,968 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,968 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,968 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,970 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,970 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,971 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,971 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,972 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,972 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:19,973 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:19,973 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:19,973 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:19,974 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:19,974 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:20,604 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:20,604 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:20,605 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:20,605 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:20,606 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 14:27:20,606 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:20,607 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:20,607 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:20,608 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:20,608 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:21,224 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:21,224 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:21,225 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:22,087 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD>ִ<EFBFBD><D6B4><EFBFBD><EFBFBD>/7DMA
2024-11-12 14:27:22,561 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>1<EFBFBD>ܻ<EFBFBD><DCBB>ֵ
2024-11-12 14:27:22,563 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>1<EFBFBD>ܻ<EFBFBD><DCBB><EFBFBD>
2024-11-12 14:27:22,831 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>1<EFBFBD>ܻ<EFBFBD><DCBB><EFBFBD>
2024-11-12 14:27:24,153 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD><EFBFBD>ܶȱ<DCB6><C8B1><EFBFBD>/4WMA
2024-11-12 14:27:24,154 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>/4WMA
2024-11-12 14:27:24,155 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>4<EFBFBD>ܻ<EFBFBD><DCBB><EFBFBD>
2024-11-12 14:27:24,384 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>˹<EFBFBD><CBB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/<2F><><EFBFBD><EFBFBD>500
2024-11-12 14:27:24,385 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DOE-<2D><><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD>1<EFBFBD>ܻ<EFBFBD><DCBB><EFBFBD>
2024-11-12 14:27:24,385 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD>1<EFBFBD>ܻ<EFBFBD><DCBB><EFBFBD>
2024-11-12 14:27:24,386 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ú<EFBFBD><C3BA><EFBFBD><EFBFBD>һ<EFBFBD>ܻ<EFBFBD><DCBB>ֵ
2024-11-12 14:27:24,386 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>һ<EFBFBD>ܻ<EFBFBD><DCBB>ֵ
2024-11-12 14:27:24,387 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>һ<EFBFBD>ܻ<EFBFBD><DCBB>ֵ
2024-11-12 14:27:24,387 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ŷ<><C5B7><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ѳ<EFBFBD>
2024-11-12 14:27:24,388 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ŷ<>޲<EFBFBD><DEB2><EFBFBD><EFBFBD>Ѳ<EFBFBD>
2024-11-12 14:27:24,800 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>й<EFBFBD><D0B9><EFBFBD>Ӫ<EFBFBD><D3AA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>1<EFBFBD>ܻ<EFBFBD><DCBB><EFBFBD>
2024-11-12 14:27:25,363 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӵ<EFBFBD><D3B5>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ܻ<EFBFBD><DCBB>ȣ<EFBFBD>/3WMA
2024-11-12 14:27:25,364 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>1<EFBFBD>ܻ<EFBFBD><DCBB><EFBFBD>
2024-11-12 14:27:26,850 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>4<EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 14:27:26,850 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:ͬ<><CDAC>
2024-11-12 14:27:26,851 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:27,733 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>Ӫ<EFBFBD><D3AA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:4<><34>ƽ<EFBFBD><C6BD>ֵ:<3A><><EFBFBD><EFBFBD>
2024-11-12 14:27:29,861 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A>¹<EFBFBD>:<3A><><EFBFBD>ں<EFBFBD><DABA><EFBFBD>
2024-11-12 14:27:29,861 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A>¹<EFBFBD>:<3A><><EFBFBD>ʺ<EFBFBD><CABA><EFBFBD>
2024-11-12 14:27:29,862 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ں<EFBFBD><DABA><EFBFBD>
2024-11-12 14:27:29,862 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʺ<EFBFBD><CABA><EFBFBD>
2024-11-12 14:27:29,863 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ִ<>к<EFBFBD><D0BA><EFBFBD>:Ӣ<><D3A2>:<3A><><EFBFBD>ں<EFBFBD><DABA><EFBFBD>
2024-11-12 14:27:29,863 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ִ<>к<EFBFBD><D0BA><EFBFBD>:Ӣ<><D3A2>:<3A><><EFBFBD>ʺ<EFBFBD><CABA><EFBFBD>
2024-11-12 14:27:29,864 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ִ<>к<EFBFBD><D0BA><EFBFBD>:ӡ<><D3A1>:<3A><><EFBFBD>ں<EFBFBD><DABA><EFBFBD>
2024-11-12 14:27:29,864 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ִ<>к<EFBFBD><D0BA><EFBFBD>:ӡ<><D3A1>:<3A><><EFBFBD>ʺ<EFBFBD><CABA><EFBFBD>
2024-11-12 14:27:30,845 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD>4<EFBFBD><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:30,846 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD>4<EFBFBD><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:30,846 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD>4<EFBFBD><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:30,846 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD>4<EFBFBD><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:31,509 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>4<EFBFBD><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:31,510 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>4<EFBFBD><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:31,511 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7>4<EFBFBD><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:31,848 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ȼ<EFBFBD><C8BC><EFBFBD><EFBFBD>4<EFBFBD><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:32,185 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ȼ<EFBFBD><C8BC><EFBFBD><EFBFBD>4<EFBFBD><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:32,185 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ4<C6B7><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:32,536 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>4<EFBFBD><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:32,537 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>4<EFBFBD><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:32,866 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>ȼ<EFBFBD><C8BC><EFBFBD><EFBFBD>4<EFBFBD><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:33,194 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ҵԭ<D2B5><D4AD>4<EFBFBD><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:33,556 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD>ϩ4<CFA9><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:33,893 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>Ѳ<EFBFBD>
2024-11-12 14:27:33,893 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ѳ<EFBFBD>
2024-11-12 14:27:34,029 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>ŦԼ<C5A6>۲<EFBFBD><DBB2><EFBFBD><EFBFBD>Ѳ<EFBFBD>
2024-11-12 14:27:34,030 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ŷ<>޲<EFBFBD><DEB2><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>Ѳ<EFBFBD>
2024-11-12 14:27:34,030 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ѳ<EFBFBD>
2024-11-12 14:27:34,031 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>¼<EFBFBD><C2BC>²<EFBFBD><C2B2><EFBFBD><EFBFBD>Ѳ<EFBFBD>
2024-11-12 14:27:34,031 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>Ѳ<EFBFBD>
2024-11-12 14:27:34,032 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ѳ<EFBFBD>
2024-11-12 14:27:34,032 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>ŦԼ<C5A6><D4BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ѳ<EFBFBD>
2024-11-12 14:27:34,033 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ŷ<><C5B7>¹<EFBFBD>ص<EFBFBD><D8B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ѳ<EFBFBD>
2024-11-12 14:27:34,033 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ѳ<EFBFBD>
2024-11-12 14:27:38,516 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><>ú4<C3BA><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:39,092 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ú4<C3BA><34>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:27:41,456 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> RBOB<4F><42>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>/5DMA5<41>ջ<EFBFBD><D5BB><EFBFBD>/65DMA
2024-11-12 14:27:41,456 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>/5DMA5<41>ջ<EFBFBD><D5BB><EFBFBD>/65DMA
2024-11-12 14:27:41,457 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>/65DMA
2024-11-12 14:27:41,457 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> RBOB<4F><42>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>/65DMA
2024-11-12 14:27:41,458 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>/5DMA5<41>ջ<EFBFBD><D5BB><EFBFBD>
2024-11-12 14:27:41,458 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> RBOB<4F><42>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>/5DMA5<41>ջ<EFBFBD><D5BB><EFBFBD>
2024-11-12 14:27:41,459 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> HO<48><4F>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>/5DMA
2024-11-12 14:27:41,459 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> RBOB<4F><42>12<31>º<EFBFBD>Լ<EFBFBD><D4BC><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD>/5DMA
2024-11-12 14:27:45,851 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>/2DMA
2024-11-12 14:27:45,852 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>/7DMA
2024-11-12 14:27:45,852 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>/23DMA
2024-11-12 14:27:45,853 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>ԭ<EFBFBD>Ϳ<EFBFBD><CDBF>泬<EFBFBD><E6B3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/5<><35><EFBFBD><EFBFBD><EFBFBD>ϲв<CFB2>/WTI c1-c6
2024-11-12 14:27:45,853 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>/5DMA
2024-11-12 14:27:45,854 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c1-c2<63><32><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
2024-11-12 14:27:45,854 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼ۣ<CCBC><DBA3><EFBFBD>Ծ<EFBFBD><D4BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-12 14:27:45,855 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>/11DMA
2024-11-12 14:27:45,855 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ɽ<><C9BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD><D1BD>۲<EFBFBD><DBB2><EFBFBD><EFBFBD>ϲв<CFB2>/<2F>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ۣ<EFBFBD><DBA3><EFBFBD>Ծ<EFBFBD><D4BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-12 14:27:45,856 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ɽ<><C9BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ѽ<EFBFBD><D1BD>۲<EFBFBD><DBB2><EFBFBD><EFBFBD>ϲв<CFB2>/
2024-11-12 14:27:45,856 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ԭ<><D4AD>(<28>й<EFBFBD>ʤ<EFBFBD><CAA4>)<29><><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-12 14:27:45,857 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>/21DMA
2024-11-12 14:27:45,857 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>/14DMA
2024-11-12 14:27:45,858 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>/15DMA
2024-11-12 14:27:45,858 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1-<2D><>12
2024-11-12 14:27:55,694 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI c1-c36
2024-11-12 14:27:55,694 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI c1-c24
2024-11-12 14:27:55,695 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI c1-c12
2024-11-12 14:27:59,056 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c1-c36
2024-11-12 14:27:59,057 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c1-c24
2024-11-12 14:27:59,057 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent c1-c12
2024-11-12 14:28:04,699 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>1<EFBFBD>ջ<EFBFBD><D5BB><EFBFBD>
2024-11-12 14:28:04,699 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>1<EFBFBD>ջ<EFBFBD><D5BB><EFBFBD>
2024-11-12 14:28:04,700 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI<54><49>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD><DBB8><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>500ָ<30><D6B8>
2024-11-12 14:28:06,491 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai<61><69>2<EFBFBD><32>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:06,492 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai<61><69>4<EFBFBD><34>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:07,050 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>RBOB<4F>ڻ<EFBFBD>2212<31>·ݺ<C2B7>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:07,050 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>RBOB<4F>ڻ<EFBFBD>2301<30>·ݺ<C2B7>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:07,051 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>RBOB<4F>ڻ<EFBFBD>2306<30>·ݺ<C2B7>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:09,364 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai<61><69>7<EFBFBD><37>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:09,365 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai<61><69>9<EFBFBD><39>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:09,365 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ϰ<EFBFBD><CFB0><EFBFBD>7-<2D><>9<EFBFBD>²<EFBFBD>
2024-11-12 14:28:11,456 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>2
2024-11-12 14:28:11,755 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI<54><49>2<EFBFBD><32>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:14,851 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI<54><49>4<EFBFBD><34>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:15,916 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>4<EFBFBD><34>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:18,072 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI<54><49>7<EFBFBD><37>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:19,660 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI<54><49>12<31><32>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:20,063 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>24<32><34>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:21,120 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>6<EFBFBD><36>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:21,121 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>12<31><32>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:21,121 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>9<EFBFBD><39>Լ
2024-11-12 14:28:21,122 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> brent<6E><74>3<EFBFBD><33>Լ
2024-11-12 14:28:21,122 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>5
2024-11-12 14:28:21,123 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>10<31><30>Լ
2024-11-12 14:28:21,123 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>11<31><31>Լ
2024-11-12 14:28:21,124 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> WTI<54><49>3<EFBFBD><33>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:21,124 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent <20><>7<EFBFBD><37>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:21,125 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>8<EFBFBD><38>Լ<EFBFBD>۸<EFBFBD>
2024-11-12 14:28:21,125 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brent<6E><74>13
2024-11-12 14:28:21,912 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c15
2024-11-12 14:28:21,913 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c16
2024-11-12 14:28:21,913 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c17
2024-11-12 14:28:21,914 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c18
2024-11-12 14:28:21,914 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c19
2024-11-12 14:28:21,915 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c20
2024-11-12 14:28:22,278 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c21
2024-11-12 14:28:22,279 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c22
2024-11-12 14:28:22,279 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c23
2024-11-12 14:28:22,279 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c25
2024-11-12 14:28:22,279 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c26
2024-11-12 14:28:22,280 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c27
2024-11-12 14:28:22,280 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c28
2024-11-12 14:28:22,281 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c29
2024-11-12 14:28:22,281 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c30
2024-11-12 14:28:22,282 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c31
2024-11-12 14:28:22,282 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c32
2024-11-12 14:28:22,282 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c33
2024-11-12 14:28:22,283 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c34
2024-11-12 14:28:22,283 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c35
2024-11-12 14:28:22,284 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE Brent c36
2024-11-12 14:28:23,360 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c6
2024-11-12 14:28:23,360 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c8
2024-11-12 14:28:23,361 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c9
2024-11-12 14:28:23,361 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c10
2024-11-12 14:28:23,362 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c11
2024-11-12 14:28:23,362 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c13
2024-11-12 14:28:23,362 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c14
2024-11-12 14:28:23,363 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c15
2024-11-12 14:28:23,363 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c16
2024-11-12 14:28:23,364 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c17
2024-11-12 14:28:23,364 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c18
2024-11-12 14:28:23,365 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c19
2024-11-12 14:28:23,365 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c20
2024-11-12 14:28:23,366 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c21
2024-11-12 14:28:23,366 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c22
2024-11-12 14:28:23,367 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c23
2024-11-12 14:28:23,367 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c25
2024-11-12 14:28:23,368 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c26
2024-11-12 14:28:23,368 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c27
2024-11-12 14:28:23,369 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c28
2024-11-12 14:28:23,369 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c29
2024-11-12 14:28:23,370 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c30
2024-11-12 14:28:23,372 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c31
2024-11-12 14:28:23,372 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c32
2024-11-12 14:28:23,372 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c33
2024-11-12 14:28:23,373 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c34
2024-11-12 14:28:23,373 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c35
2024-11-12 14:28:23,374 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMWX WTI c36
2024-11-12 14:28:23,685 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c2
2024-11-12 14:28:23,686 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c3
2024-11-12 14:28:23,687 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c4
2024-11-12 14:28:23,687 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c5
2024-11-12 14:28:23,687 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c6
2024-11-12 14:28:23,688 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c7
2024-11-12 14:28:23,688 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c8
2024-11-12 14:28:23,689 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c9
2024-11-12 14:28:23,689 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c10
2024-11-12 14:28:23,690 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c11
2024-11-12 14:28:23,690 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c12
2024-11-12 14:28:23,691 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c13
2024-11-12 14:28:23,691 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c14
2024-11-12 14:28:23,692 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c15
2024-11-12 14:28:23,693 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c16
2024-11-12 14:28:23,693 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c17
2024-11-12 14:28:23,694 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c18
2024-11-12 14:28:23,694 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c19
2024-11-12 14:28:23,695 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> INE SC c20
2024-11-12 14:28:23,695 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> EFS c1
2024-11-12 14:28:23,696 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> EFS c2
2024-11-12 14:28:23,696 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> EFS c3
2024-11-12 14:28:23,697 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> EFS c4
2024-11-12 14:28:23,697 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> EFS c5
2024-11-12 14:28:23,698 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> EFS c6
2024-11-12 14:28:23,698 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c15
2024-11-12 14:28:23,699 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c16
2024-11-12 14:28:23,699 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c17
2024-11-12 14:28:23,700 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c18
2024-11-12 14:28:23,700 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c19
2024-11-12 14:28:23,700 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c20
2024-11-12 14:28:23,701 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c21
2024-11-12 14:28:23,701 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Dubai Swap c22
2024-11-12 14:28:23,971 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c2
2024-11-12 14:28:23,972 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c3
2024-11-12 14:28:23,972 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c4
2024-11-12 14:28:23,973 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c5
2024-11-12 14:28:23,973 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c6
2024-11-12 14:28:23,974 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c7
2024-11-12 14:28:23,974 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c8
2024-11-12 14:28:23,975 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c9
2024-11-12 14:28:23,975 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c10
2024-11-12 14:28:23,976 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c11
2024-11-12 14:28:23,976 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c12
2024-11-12 14:28:23,977 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c13
2024-11-12 14:28:23,977 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c14
2024-11-12 14:28:23,978 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c15
2024-11-12 14:28:23,978 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c16
2024-11-12 14:28:23,979 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c17
2024-11-12 14:28:23,979 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c18
2024-11-12 14:28:23,980 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c19
2024-11-12 14:28:23,980 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c20
2024-11-12 14:28:23,980 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c21
2024-11-12 14:28:23,981 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c22
2024-11-12 14:28:23,981 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c23
2024-11-12 14:28:23,981 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c24
2024-11-12 14:28:23,983 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c25
2024-11-12 14:28:23,983 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c26
2024-11-12 14:28:23,984 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c27
2024-11-12 14:28:23,984 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c28
2024-11-12 14:28:23,985 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c29
2024-11-12 14:28:23,985 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c30
2024-11-12 14:28:23,986 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c31
2024-11-12 14:28:23,986 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c32
2024-11-12 14:28:23,987 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c33
2024-11-12 14:28:23,987 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c34
2024-11-12 14:28:23,988 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c35
2024-11-12 14:28:23,988 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c36
2024-11-12 14:28:23,989 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c37
2024-11-12 14:28:23,989 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Oman Swap c38
2024-11-12 14:28:24,675 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DME Oman c2
2024-11-12 14:28:24,676 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DME Oman c3
2024-11-12 14:28:24,677 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DME Oman c4
2024-11-12 14:28:24,677 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DME Oman c5
2024-11-12 14:28:24,678 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DME Oman c6
2024-11-12 14:30:46,748 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 14:30:46,749 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-12 14:32:15,906 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-12 14:32:16,918 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 620)
2024-11-12 14:32:16,924 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 620)
2024-11-12 14:32:16,929 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 543)
2024-11-12 14:32:21,767 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 14:32:21,769 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 14:32:22,141 - my_logger - INFO -                     <20>ն<EFBFBD>(350)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
345             C2403150124                   
346            FVHCM1 INDEX                   
347     lmcads03 lme comdty                   
348         GC1 COMB Comdty                   
349             C2404167855                   

[350 rows x 2 columns]
2024-11-12 14:32:22,152 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>540<34><30>,<2C>ն<EFBFBD>(350),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 14:32:22,155 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 14:32:23,679 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-12 14:32:23,685 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 14:32:23,686 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:32:23,687 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 14:32:24,517 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '72.72435', Informer = '71.30468', LSTM = '72.14615', iTransformer = '66.039246', TSMixer = '71.692444', TSMixerx = '71.3097', PatchTST = '72.42532', RNN = '52.32527', GRU = '72.71444', TCN = '72.69601', BiTCN = '72.40631', DilatedRNN = '70.29888', MLP = '73.403076', DLinear = '72.93471', NLinear = '70.93766', TFT = '70.80129', StemGNN = '74.78314', MLPMultivariate = '73.44013', TiDE = '71.79613', DeepNPTS = '73.43628' WHERE ds = '2024-10-30 00:00:00'
2024-11-12 14:32:26,309 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 14:32:26,310 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 14:32:26,663 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:32:27,148 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2169389859283228
2024-11-12 14:32:27,150 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:32:29,271 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.88886781911518
2024-11-12 14:32:29,273 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:32:31,055 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.527125996889247
2024-11-12 14:32:31,056 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:32:31,378 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5496334422133744
2024-11-12 14:32:31,379 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:32:33,180 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.898881952036334
2024-11-12 14:32:33,181 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:32:33,681 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610703149129728
2024-11-12 14:32:33,682 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:32:35,821 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74147842565216
2024-11-12 14:32:35,823 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:32:37,661 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.65377381137546
2024-11-12 14:32:37,662 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:32:39,174 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.9487154984116986
2024-11-12 14:32:39,175 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:32:39,491 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275137294324261
2024-11-12 14:32:39,492 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:32:41,623 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34340093640212
2024-11-12 14:32:41,624 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:32:43,354 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14273949600039
2024-11-12 14:32:43,355 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 14:32:43,776 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 14:32:47,797 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 14:32:47,798 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:38:18,647 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 14:38:18,648 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-12 14:39:48,760 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-12 14:39:49,788 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 620)
2024-11-12 14:39:49,793 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 620)
2024-11-12 14:39:49,798 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 543)
2024-11-12 14:39:54,630 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 14:39:54,633 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 14:39:55,000 - my_logger - INFO -                     <20>ն<EFBFBD>(350)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
345             C2403150124                   
346            FVHCM1 INDEX                   
347     lmcads03 lme comdty                   
348         GC1 COMB Comdty                   
349             C2404167855                   

[350 rows x 2 columns]
2024-11-12 14:39:55,011 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>540<34><30>,<2C>ն<EFBFBD>(350),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 14:39:55,013 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 14:39:56,502 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-12 14:39:56,510 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 14:39:56,511 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:39:56,511 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 14:39:57,360 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '72.72435', Informer = '71.30468', LSTM = '72.14615', iTransformer = '66.039246', TSMixer = '71.692444', TSMixerx = '71.3097', PatchTST = '72.42532', RNN = '52.32527', GRU = '72.71444', TCN = '72.69601', BiTCN = '72.40631', DilatedRNN = '70.29888', MLP = '73.403076', DLinear = '72.93471', NLinear = '70.93766', TFT = '70.80129', StemGNN = '74.78314', MLPMultivariate = '73.44013', TiDE = '71.79613', DeepNPTS = '73.43628' WHERE ds = '2024-10-30 00:00:00'
2024-11-12 14:39:59,180 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 14:39:59,181 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 14:39:59,538 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:40:00,044 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2169389859283228
2024-11-12 14:40:00,046 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:40:02,166 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.88886781911518
2024-11-12 14:40:02,167 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:40:03,939 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.527125996889247
2024-11-12 14:40:03,940 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:40:04,291 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5496334422133744
2024-11-12 14:40:04,292 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:40:06,149 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.898881952036334
2024-11-12 14:40:06,150 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:40:06,630 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610703149129728
2024-11-12 14:40:06,631 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:40:08,845 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74147842565216
2024-11-12 14:40:08,847 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:40:10,695 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.65377381137546
2024-11-12 14:40:10,696 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:40:12,125 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.9487154984116986
2024-11-12 14:40:12,127 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:40:12,471 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275137294324261
2024-11-12 14:40:12,472 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:40:14,752 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34340093640212
2024-11-12 14:40:14,754 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:40:16,549 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14273949600039
2024-11-12 14:40:16,550 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 14:40:16,947 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 14:40:20,984 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 14:40:20,985 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:41:48,814 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 14:41:48,815 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-12 14:43:18,130 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-12 14:43:19,177 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 620)
2024-11-12 14:43:19,182 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 620)
2024-11-12 14:43:19,187 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 543)
2024-11-12 14:43:24,079 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 14:43:24,081 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 14:43:24,477 - my_logger - INFO -                     <20>ն<EFBFBD>(350)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
345             C2403150124                   
346            FVHCM1 INDEX                   
347     lmcads03 lme comdty                   
348         GC1 COMB Comdty                   
349             C2404167855                   

[350 rows x 2 columns]
2024-11-12 14:43:24,488 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>540<34><30>,<2C>ն<EFBFBD>(350),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 14:43:24,490 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 14:43:25,959 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-12 14:43:25,966 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 14:43:25,966 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:43:25,967 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 14:43:28,311 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '72.72435', Informer = '71.30468', LSTM = '72.14615', iTransformer = '66.039246', TSMixer = '71.692444', TSMixerx = '71.3097', PatchTST = '72.42532', RNN = '52.32527', GRU = '72.71444', TCN = '72.69601', BiTCN = '72.40631', DilatedRNN = '70.29888', MLP = '73.403076', DLinear = '72.93471', NLinear = '70.93766', TFT = '70.80129', StemGNN = '74.78314', MLPMultivariate = '73.44013', TiDE = '71.79613', DeepNPTS = '73.43628' WHERE ds = '2024-10-30 00:00:00'
2024-11-12 14:43:30,105 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 14:43:30,106 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 14:43:30,461 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:43:30,932 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2169389859283228
2024-11-12 14:43:30,933 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:43:33,058 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.88886781911518
2024-11-12 14:43:33,059 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:43:34,850 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.527125996889247
2024-11-12 14:43:34,852 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:43:35,245 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5496334422133744
2024-11-12 14:43:35,246 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:43:37,023 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.898881952036334
2024-11-12 14:43:37,025 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:43:37,565 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610703149129728
2024-11-12 14:43:37,566 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:43:39,739 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74147842565216
2024-11-12 14:43:39,740 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:43:41,526 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.65377381137546
2024-11-12 14:43:41,527 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:43:43,055 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.9487154984116986
2024-11-12 14:43:43,057 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:43:43,396 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275137294324261
2024-11-12 14:43:43,397 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:43:45,542 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34340093640212
2024-11-12 14:43:45,544 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:43:47,293 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14273949600039
2024-11-12 14:43:47,295 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 14:43:47,747 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 14:43:51,863 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 14:43:51,863 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:47:02,011 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 14:47:02,012 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-12 14:48:30,924 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-12 14:48:31,955 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 620)
2024-11-12 14:48:31,960 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 620)
2024-11-12 14:48:31,964 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 543)
2024-11-12 14:48:36,787 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 14:48:36,789 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 14:48:37,163 - my_logger - INFO -                     <20>ն<EFBFBD>(350)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
345             C2403150124                   
346            FVHCM1 INDEX                   
347     lmcads03 lme comdty                   
348         GC1 COMB Comdty                   
349             C2404167855                   

[350 rows x 2 columns]
2024-11-12 14:48:37,174 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>540<34><30>,<2C>ն<EFBFBD>(350),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 14:48:37,175 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 14:48:38,685 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-12 14:48:38,692 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 14:48:38,693 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:48:38,694 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 14:48:41,106 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '72.72435', Informer = '71.30468', LSTM = '72.14615', iTransformer = '66.039246', TSMixer = '71.692444', TSMixerx = '71.3097', PatchTST = '72.42532', RNN = '52.32527', GRU = '72.71444', TCN = '72.69601', BiTCN = '72.40631', DilatedRNN = '70.29888', MLP = '73.403076', DLinear = '72.93471', NLinear = '70.93766', TFT = '70.80129', StemGNN = '74.78314', MLPMultivariate = '73.44013', TiDE = '71.79613', DeepNPTS = '73.43628' WHERE ds = '2024-10-30 00:00:00'
2024-11-12 14:48:42,885 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 14:48:42,885 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 14:48:43,255 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:48:43,731 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2169389859283228
2024-11-12 14:48:43,733 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:48:45,813 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.88886781911518
2024-11-12 14:48:45,814 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:48:47,599 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.527125996889247
2024-11-12 14:48:47,600 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:48:47,927 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5496334422133744
2024-11-12 14:48:47,928 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:48:49,794 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.898881952036334
2024-11-12 14:48:49,796 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:48:50,263 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610703149129728
2024-11-12 14:48:50,264 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:48:52,457 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74147842565216
2024-11-12 14:48:52,458 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:48:54,293 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.65377381137546
2024-11-12 14:48:54,295 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:48:55,709 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.9487154984116986
2024-11-12 14:48:55,711 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:48:56,087 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275137294324261
2024-11-12 14:48:56,088 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:48:58,297 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34340093640212
2024-11-12 14:48:58,298 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:49:00,100 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14273949600039
2024-11-12 14:49:00,101 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 14:49:00,522 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 14:49:04,529 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 14:49:04,529 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:55:31,174 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 14:55:31,175 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 2024-10-29
2024-11-12 14:57:00,784 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 930)
2024-11-12 14:57:01,766 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2494, 620)
2024-11-12 14:57:01,772 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 620)
2024-11-12 14:57:01,777 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(1765, 543)
2024-11-12 14:57:06,439 - my_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 14:57:06,442 - my_logger - INFO - Malaysia<69><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-11-12 14:57:06,806 - my_logger - INFO -                     <20>ն<EFBFBD>(350)            <20>ܶ<EFBFBD>(190)
0       <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD>          EIA<49><41><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>
1         <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD>            <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>
2       <20>¼<EFBFBD><C2BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Dubaiԭ<69><D4AD>CDU<44><55><EFBFBD><EFBFBD>  DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/3<><33>
3    <20><><EFBFBD><EFBFBD>ŷ<EFBFBD><C5B7><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>Brentԭ<74><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>
4      <20><>ī<EFBFBD><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӹ<EFBFBD>WTIԭ<49><D4AD>CDU<44><55><EFBFBD><EFBFBD> M2         <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>
..                      ...                ...
345             C2403150124                   
346            FVHCM1 INDEX                   
347     lmcads03 lme comdty                   
348         GC1 COMB Comdty                   
349             C2404167855                   

[350 rows x 2 columns]
2024-11-12 14:57:06,817 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>540<34><30>,<2C>ն<EFBFBD>(350),<2C>ܶ<EFBFBD>(190), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 14:57:06,819 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 14:57:08,269 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-29 00:00:00', y = '70.73' WHERE ds = '2024-10-29 00:00:00'
2024-11-12 14:57:08,277 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 14:57:08,278 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 14:57:08,279 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 14:57:10,583 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '72.72435', Informer = '71.30468', LSTM = '72.14615', iTransformer = '66.039246', TSMixer = '71.692444', TSMixerx = '71.3097', PatchTST = '72.42532', RNN = '52.32527', GRU = '72.71444', TCN = '72.69601', BiTCN = '72.40631', DilatedRNN = '70.29888', MLP = '73.403076', DLinear = '72.93471', NLinear = '70.93766', TFT = '70.80129', StemGNN = '74.78314', MLPMultivariate = '73.44013', TiDE = '71.79613', DeepNPTS = '73.43628' WHERE ds = '2024-10-30 00:00:00'
2024-11-12 14:57:12,290 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 14:57:12,291 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 14:57:12,641 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:57:13,101 - my_logger - INFO - Kpler<65><72><EFBFBD><EFBFBD>--ԭ<>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.2169389859283228
2024-11-12 14:57:13,103 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:57:15,104 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>97.88886781911518
2024-11-12 14:57:15,105 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:57:16,871 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.527125996889247
2024-11-12 14:57:16,872 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:57:17,183 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.5496334422133744
2024-11-12 14:57:17,184 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:57:18,940 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.898881952036334
2024-11-12 14:57:18,941 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƺ<EFBFBD><C6BA><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:57:19,413 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>2.610703149129728
2024-11-12 14:57:19,414 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:57:21,474 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>39.74147842565216
2024-11-12 14:57:21,475 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:57:23,287 - my_logger - INFO - <20>ڻ<EFBFBD><DABB>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>74.65377381137546
2024-11-12 14:57:23,289 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:57:24,692 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ŷ<EFBFBD>г<EFBFBD><D0B3><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>5.9487154984116986
2024-11-12 14:57:24,693 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:57:25,025 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.0275137294324261
2024-11-12 14:57:25,026 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:57:27,176 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.34340093640212
2024-11-12 14:57:27,178 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 14:57:28,985 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>15.14273949600039
2024-11-12 14:57:28,986 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 14:57:29,375 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 14:57:33,348 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 14:57:33,348 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:50,246 - my_logger - INFO - <20><>eta<74><61>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD>...
2024-11-12 17:33:50,246 - my_logger - INFO - <20><>eta<74><61>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD>...
2024-11-12 17:33:51,071 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 17:33:51,071 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 17:33:51,348 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 17:33:51,348 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 17:33:51,560 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD>ɽ<EFBFBD><C9BD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 17:33:51,560 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD>ɽ<EFBFBD><C9BD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 17:33:51,775 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:ī<><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ذ<EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 17:33:51,775 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:ī<><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ذ<EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 17:33:51,988 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 17:33:51,988 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 17:33:52,205 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 17:33:52,205 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-12 17:33:52,570 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><>Ծ<EFBFBD><D4BE>Լ):IPE<50><45><EFBFBD><EFBFBD>
2024-11-12 17:33:52,570 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><>Ծ<EFBFBD><D4BE>Լ):IPE<50><45><EFBFBD><EFBFBD>
2024-11-12 17:33:52,572 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><>Ծ<EFBFBD><D4BE>Լ):NYMEX<45><58><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-12 17:33:52,572 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><>Ծ<EFBFBD><D4BE>Լ):NYMEX<45><58><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-12 17:33:52,573 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><><EFBFBD><EFBFBD>):IPE<50><45><EFBFBD><EFBFBD>
2024-11-12 17:33:52,573 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><><EFBFBD><EFBFBD>):IPE<50><45><EFBFBD><EFBFBD>
2024-11-12 17:33:52,574 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><><EFBFBD><EFBFBD>):NYMEX<45><58><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-12 17:33:52,574 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><><EFBFBD><EFBFBD>):NYMEX<45><58><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-12 17:33:52,575 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲܳ<DCB3>
2024-11-12 17:33:52,575 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲܳ<DCB3>
2024-11-12 17:33:52,577 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,577 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,578 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,578 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,580 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,580 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,582 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,582 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,583 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,583 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,584 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brentԭ<74><D4AD><EFBFBD>ڻ<EFBFBD><DABB>ֲܳ<DCB3>
2024-11-12 17:33:52,584 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brentԭ<74><D4AD><EFBFBD>ڻ<EFBFBD><DABB>ֲܳ<DCB3>
2024-11-12 17:33:52,586 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,586 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,588 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,588 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,589 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,589 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,591 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,591 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,592 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,592 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,594 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,594 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,595 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,595 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,597 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,597 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,598 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,598 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,599 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,599 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,601 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,601 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,603 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,603 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,604 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,604 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,605 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 17:33:52,605 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 17:33:52,606 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,606 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,608 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,608 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,610 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,610 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,611 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,611 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,613 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,613 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,614 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,614 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,616 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,616 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,617 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,617 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,618 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,618 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,619 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,619 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,620 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,620 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,622 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,622 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,624 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,624 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,625 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,625 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,627 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,627 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,629 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,629 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:52,631 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲֶܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,631 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲֶܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,633 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲֿܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,633 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲֿܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,634 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲֶܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,634 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲֶܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,635 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲֿܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,635 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲֿܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,637 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,637 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,638 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,638 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,640 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,640 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,642 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,642 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:33:52,642 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲܳ<DCB3>
2024-11-12 17:33:52,642 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲܳ<DCB3>
2024-11-12 17:33:53,486 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,486 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,487 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,487 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,488 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,488 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,489 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,489 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,491 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,491 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,492 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,492 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,493 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,493 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,495 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,495 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,496 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,496 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,497 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,497 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,499 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,499 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,500 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,500 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,502 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,502 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,503 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,503 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,504 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:53,504 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:54,377 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:54,377 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:54,378 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:54,378 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:54,380 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:54,380 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:54,381 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:54,381 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:54,382 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:54,382 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:54,384 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:54,384 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:54,385 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 17:33:54,385 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 17:33:55,235 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,235 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,237 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,237 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,238 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,238 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,239 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,239 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,240 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֶܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,240 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֶܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,241 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֿܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,241 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֿܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,242 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֶܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,242 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֶܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,244 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֿܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,244 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֿܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,245 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,245 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,246 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,246 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,248 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,248 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,249 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,249 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,250 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>
2024-11-12 17:33:55,250 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>
2024-11-12 17:33:55,251 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,251 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,253 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,253 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,254 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,254 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,255 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,255 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,257 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,257 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,881 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,881 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,883 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,883 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,884 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,884 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,885 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,885 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,887 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,887 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:55,887 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,887 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,890 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,890 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,891 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,891 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,892 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,892 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,893 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,893 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,894 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,894 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,896 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,896 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,897 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,897 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,898 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,898 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,900 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,900 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,901 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,901 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,902 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,902 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,904 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,904 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,905 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,905 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:55,906 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,906 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,908 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,908 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,909 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,909 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,910 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,910 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,911 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:55,911 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:56,545 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:56,545 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:56,547 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:56,547 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:56,548 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:56,548 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:56,550 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:56,550 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:56,551 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:56,551 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:56,552 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 17:33:56,552 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 17:33:56,554 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:56,554 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:56,555 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:56,555 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:56,556 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:56,556 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:56,558 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:56,558 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:56,559 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:56,559 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,209 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,209 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,210 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,210 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,212 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,212 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,213 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>
2024-11-12 17:33:57,213 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>
2024-11-12 17:33:57,215 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,215 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,217 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,217 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,219 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,219 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,220 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,220 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,222 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,222 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,843 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,843 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,844 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,844 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,845 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,845 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,847 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,847 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,847 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,847 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:57,849 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,849 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,850 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,850 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,851 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,851 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,853 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,853 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,854 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,854 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,855 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,855 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,856 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:57,856 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,279 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:58,279 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:58,280 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:58,280 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:58,281 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:58,281 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:58,283 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:58,283 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:58,284 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:58,284 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:58,285 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 17:33:58,285 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 17:33:58,286 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,286 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,287 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,287 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,288 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,288 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,289 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,289 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,290 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,290 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,929 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,929 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,930 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,930 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,932 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,932 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:33:58,933 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:58,933 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:58,934 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:58,934 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:58,935 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:58,935 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:58,936 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:58,936 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:58,938 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:58,938 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:59,578 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:59,578 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:59,580 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:59,580 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:59,581 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:59,581 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:59,582 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:59,582 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:59,584 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:59,584 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:33:59,585 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:59,585 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:59,586 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:59,586 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:59,587 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:59,587 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:59,589 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:59,589 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:59,591 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:33:59,591 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,233 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,233 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,235 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,235 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,236 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,236 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,238 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,238 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,239 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,239 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,241 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 17:34:00,241 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 17:34:00,242 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:00,242 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:00,243 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:00,243 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:00,244 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:00,244 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:00,246 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:00,246 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:00,247 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:00,247 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:00,867 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:00,867 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:00,870 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:00,870 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:00,870 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:00,870 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:00,872 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>ֲֶܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,872 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>ֲֶܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,873 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>ֲֿܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,873 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>ֲֿܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,874 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>ֲֶܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,874 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>ֲֶܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,875 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>ֲֿܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,875 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>ֲֿܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,876 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,876 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,877 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,877 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,878 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,878 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,880 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,880 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-12 17:34:00,882 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲܳ<DCB3>
2024-11-12 17:34:00,882 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲܳ<DCB3>
2024-11-12 17:34:00,883 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:00,883 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:00,884 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:00,884 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:00,885 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:00,885 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:00,887 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:00,887 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:00,888 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:00,888 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:01,527 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:01,527 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:01,530 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:01,530 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:01,531 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:01,531 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:01,532 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:01,532 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:01,534 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:01,534 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-12 17:34:01,535 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:01,535 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:01,536 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:01,536 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:01,537 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:01,537 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:01,539 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:01,539 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:01,540 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:01,540 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:02,162 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:02,162 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:02,163 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:02,163 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:02,164 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:02,164 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:02,165 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:02,165 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:02,167 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:02,167 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-12 17:34:02,168 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 17:34:02,168 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-12 17:34:02,169 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:02,169 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:02,170 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:02,170 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:02,171 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:02,171 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:02,172 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:02,172 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:02,174 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:34:02,174 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:36:42,992 - my_logger - INFO - <20><>eta<74><61>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD>...
2024-11-12 17:36:42,992 - my_logger - INFO - <20><>eta<74><61>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD>...
2024-11-12 17:37:37,334 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PE<50><45>ͷ<EFBFBD><CDB7>PP<50><50>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:37:37,334 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PE<50><45>ͷ<EFBFBD><CDB7>PP<50><50>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:37:37,336 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP2409ǰ20<32>൥<EFBFBD><E0B5A5>
2024-11-12 17:37:37,336 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP2409ǰ20<32>൥<EFBFBD><E0B5A5>
2024-11-12 17:37:37,338 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP2409ǰ20<32>յ<EFBFBD><D5B5><EFBFBD>
2024-11-12 17:37:37,338 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP2409ǰ20<32>յ<EFBFBD><D5B5><EFBFBD>
2024-11-12 17:38:04,321 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
2024-11-12 17:38:04,321 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
2024-11-12 17:38:04,323 - my_logger - INFO - lmcads03 lme comdty
2024-11-12 17:38:04,323 - my_logger - INFO - lmcads03 lme comdty
2024-11-12 17:38:04,835 - my_logger - INFO - GC1 COMB Comdty
2024-11-12 17:38:04,835 - my_logger - INFO - GC1 COMB Comdty
2024-11-12 17:38:05,570 - my_logger - INFO - C2404171822
2024-11-12 17:38:05,570 - my_logger - INFO - C2404171822
2024-11-12 17:38:06,444 - my_logger - INFO - dxy curncy
2024-11-12 17:38:06,444 - my_logger - INFO - dxy curncy
2024-11-12 17:38:07,195 - my_logger - INFO - S5443199 
2024-11-12 17:38:07,195 - my_logger - INFO - S5443199 
2024-11-12 17:38:07,571 - my_logger - INFO - S5479800
2024-11-12 17:38:07,571 - my_logger - INFO - S5479800
2024-11-12 17:38:07,918 - my_logger - INFO - S5443108
2024-11-12 17:38:07,918 - my_logger - INFO - S5443108
2024-11-12 17:38:08,296 - my_logger - INFO - H7358586
2024-11-12 17:38:08,296 - my_logger - INFO - H7358586
2024-11-12 17:38:08,518 - my_logger - INFO - LC3FM1 INDEX
2024-11-12 17:38:08,518 - my_logger - INFO - LC3FM1 INDEX
2024-11-12 17:38:08,853 - my_logger - INFO - CNY REGN Curncy
2024-11-12 17:38:08,853 - my_logger - INFO - CNY REGN Curncy
2024-11-12 17:38:09,851 - my_logger - INFO - s0105897
2024-11-12 17:38:09,851 - my_logger - INFO - s0105897
2024-11-12 17:38:10,422 - my_logger - INFO - M0067419
2024-11-12 17:38:10,422 - my_logger - INFO - M0067419
2024-11-12 17:38:10,921 - my_logger - INFO - M0066351
2024-11-12 17:38:10,921 - my_logger - INFO - M0066351
2024-11-12 17:38:11,424 - my_logger - INFO - S0266372
2024-11-12 17:38:11,424 - my_logger - INFO - S0266372
2024-11-12 17:38:11,784 - my_logger - INFO - S0266438
2024-11-12 17:38:11,784 - my_logger - INFO - S0266438
2024-11-12 17:38:12,160 - my_logger - INFO - S0266506
2024-11-12 17:38:12,160 - my_logger - INFO - S0266506
2024-11-12 17:38:12,615 - my_logger - INFO -             date  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20>۱<EFBFBD>ϩƷ<CFA9><C6B7><EFBFBD>۲<DBB2><EEA3BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>˿<EFBFBD><CBBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>  ...  <20>ϻ<EFBFBD><CFBB><EFBFBD>ҵƷָ<C6B7><D6B8>  PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>  PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>  PP<50><50><EFBFBD><EFBFBD>-1<><31>  PP<50><50><EFBFBD><EFBFBD>-5<><35>  PP<50><50><EFBFBD><EFBFBD>-9<><39>
949   2024-11-12                   NaN              NaN              NaN              NaN                NaN  ...  3773.96   5350.0      NaN      NaN      NaN      NaN
950   2024-11-11                   NaN              NaN              NaN              NaN                NaN  ...  3806.98   5335.0      NaN      NaN      NaN      NaN
6551  2024-11-10                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
6552  2024-11-09                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
951   2024-11-08                   NaN              NaN              NaN              NaN                NaN  ...  3848.42   5393.0      NaN      NaN      NaN      NaN

[5 rows x 356 columns]
2024-11-12 17:38:12,615 - my_logger - INFO -             date  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20>۱<EFBFBD>ϩƷ<CFA9><C6B7><EFBFBD>۲<DBB2><EEA3BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>˿<EFBFBD><CBBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>  ...  <20>ϻ<EFBFBD><CFBB><EFBFBD>ҵƷָ<C6B7><D6B8>  PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>  PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>  PP<50><50><EFBFBD><EFBFBD>-1<><31>  PP<50><50><EFBFBD><EFBFBD>-5<><35>  PP<50><50><EFBFBD><EFBFBD>-9<><39>
949   2024-11-12                   NaN              NaN              NaN              NaN                NaN  ...  3773.96   5350.0      NaN      NaN      NaN      NaN
950   2024-11-11                   NaN              NaN              NaN              NaN                NaN  ...  3806.98   5335.0      NaN      NaN      NaN      NaN
6551  2024-11-10                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
6552  2024-11-09                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
951   2024-11-08                   NaN              NaN              NaN              NaN                NaN  ...  3848.42   5393.0      NaN      NaN      NaN      NaN

[5 rows x 356 columns]
2024-11-12 17:39:59,130 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 17:39:59,130 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 17:39:59,883 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 17:39:59,883 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 17:39:59,889 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-12 17:39:59,889 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-12 17:39:59,897 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-12 17:39:59,897 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-12 17:40:03,044 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                105<30><35>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 17:40:03,044 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                105<30><35>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 17:40:03,085 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),105<30><35>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 17:40:03,085 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),105<30><35>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 17:40:03,089 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 17:40:03,089 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 17:40:04,237 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7380.0' WHERE ds = '2024-11-12 00:00:00'
2024-11-12 17:40:04,237 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7380.0' WHERE ds = '2024-11-12 00:00:00'
2024-11-12 17:40:04,244 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 17:40:04,244 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 17:40:04,245 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:40:04,245 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:40:04,248 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 17:40:04,248 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 17:40:10,653 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '72.72435', Informer = '71.30468', LSTM = '72.14615', iTransformer = '66.039246', TSMixer = '71.692444', TSMixerx = '71.3097', PatchTST = '72.42532', RNN = '52.32527', GRU = '72.71444', TCN = '72.69601', BiTCN = '72.40631', DilatedRNN = '70.29888', MLP = '73.403076', DLinear = '72.93471', NLinear = '70.93766', TFT = '70.80129', StemGNN = '74.78314', MLPMultivariate = '73.44013', TiDE = '71.79613', DeepNPTS = '73.43628' WHERE ds = '2024-10-30 00:00:00'
2024-11-12 17:40:10,653 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-10-30 00:00:00', NHITS = '72.72435', Informer = '71.30468', LSTM = '72.14615', iTransformer = '66.039246', TSMixer = '71.692444', TSMixerx = '71.3097', PatchTST = '72.42532', RNN = '52.32527', GRU = '72.71444', TCN = '72.69601', BiTCN = '72.40631', DilatedRNN = '70.29888', MLP = '73.403076', DLinear = '72.93471', NLinear = '70.93766', TFT = '70.80129', StemGNN = '74.78314', MLPMultivariate = '73.44013', TiDE = '71.79613', DeepNPTS = '73.43628' WHERE ds = '2024-10-30 00:00:00'
2024-11-12 17:40:14,061 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 17:40:14,061 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 17:40:14,063 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 17:40:14,063 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 17:40:14,278 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:40:14,278 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:40:17,647 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.461079742521818
2024-11-12 17:40:17,647 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.461079742521818
2024-11-12 17:40:17,651 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:40:17,651 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:40:21,379 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.8281693925716
2024-11-12 17:40:21,379 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.8281693925716
2024-11-12 17:40:21,381 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:40:21,381 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:40:24,803 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.685310725542738
2024-11-12 17:40:24,803 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.685310725542738
2024-11-12 17:40:24,806 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:40:24,806 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:40:58,872 - my_logger - INFO - <20><>eta<74><61>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD>...
2024-11-12 17:40:58,872 - my_logger - INFO - <20><>eta<74><61>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD>...
2024-11-12 17:41:53,215 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PE<50><45>ͷ<EFBFBD><CDB7>PP<50><50>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:41:53,215 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PE<50><45>ͷ<EFBFBD><CDB7>PP<50><50>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:41:53,217 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP2409ǰ20<32>൥<EFBFBD><E0B5A5>
2024-11-12 17:41:53,217 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP2409ǰ20<32>൥<EFBFBD><E0B5A5>
2024-11-12 17:41:53,218 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP2409ǰ20<32>յ<EFBFBD><D5B5><EFBFBD>
2024-11-12 17:41:53,218 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP2409ǰ20<32>յ<EFBFBD><D5B5><EFBFBD>
2024-11-12 17:42:19,344 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
2024-11-12 17:42:19,344 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
2024-11-12 17:42:19,346 - my_logger - INFO - lmcads03 lme comdty
2024-11-12 17:42:19,346 - my_logger - INFO - lmcads03 lme comdty
2024-11-12 17:42:19,805 - my_logger - INFO - GC1 COMB Comdty
2024-11-12 17:42:19,805 - my_logger - INFO - GC1 COMB Comdty
2024-11-12 17:42:20,622 - my_logger - INFO - C2404171822
2024-11-12 17:42:20,622 - my_logger - INFO - C2404171822
2024-11-12 17:42:21,494 - my_logger - INFO - dxy curncy
2024-11-12 17:42:21,494 - my_logger - INFO - dxy curncy
2024-11-12 17:42:22,202 - my_logger - INFO - S5443199 
2024-11-12 17:42:22,202 - my_logger - INFO - S5443199 
2024-11-12 17:42:22,584 - my_logger - INFO - S5479800
2024-11-12 17:42:22,584 - my_logger - INFO - S5479800
2024-11-12 17:42:22,914 - my_logger - INFO - S5443108
2024-11-12 17:42:22,914 - my_logger - INFO - S5443108
2024-11-12 17:42:23,318 - my_logger - INFO - H7358586
2024-11-12 17:42:23,318 - my_logger - INFO - H7358586
2024-11-12 17:42:23,544 - my_logger - INFO - LC3FM1 INDEX
2024-11-12 17:42:23,544 - my_logger - INFO - LC3FM1 INDEX
2024-11-12 17:42:23,878 - my_logger - INFO - CNY REGN Curncy
2024-11-12 17:42:23,878 - my_logger - INFO - CNY REGN Curncy
2024-11-12 17:42:24,927 - my_logger - INFO - s0105897
2024-11-12 17:42:24,927 - my_logger - INFO - s0105897
2024-11-12 17:42:25,484 - my_logger - INFO - M0067419
2024-11-12 17:42:25,484 - my_logger - INFO - M0067419
2024-11-12 17:42:25,941 - my_logger - INFO - M0066351
2024-11-12 17:42:25,941 - my_logger - INFO - M0066351
2024-11-12 17:42:26,499 - my_logger - INFO - S0266372
2024-11-12 17:42:26,499 - my_logger - INFO - S0266372
2024-11-12 17:42:26,912 - my_logger - INFO - S0266438
2024-11-12 17:42:26,912 - my_logger - INFO - S0266438
2024-11-12 17:42:27,337 - my_logger - INFO - S0266506
2024-11-12 17:42:27,337 - my_logger - INFO - S0266506
2024-11-12 17:42:27,799 - my_logger - INFO -             date  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20>۱<EFBFBD>ϩƷ<CFA9><C6B7><EFBFBD>۲<DBB2><EEA3BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>˿<EFBFBD><CBBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>  ...  <20>ϻ<EFBFBD><CFBB><EFBFBD>ҵƷָ<C6B7><D6B8>  PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>  PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>  PP<50><50><EFBFBD><EFBFBD>-1<><31>  PP<50><50><EFBFBD><EFBFBD>-5<><35>  PP<50><50><EFBFBD><EFBFBD>-9<><39>
949   2024-11-12                   NaN              NaN              NaN              NaN                NaN  ...  3773.96   5350.0      NaN      NaN      NaN      NaN
950   2024-11-11                   NaN              NaN              NaN              NaN                NaN  ...  3806.98   5335.0      NaN      NaN      NaN      NaN
6551  2024-11-10                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
6552  2024-11-09                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
951   2024-11-08                   NaN              NaN              NaN              NaN                NaN  ...  3848.42   5393.0      NaN      NaN      NaN      NaN

[5 rows x 356 columns]
2024-11-12 17:42:27,799 - my_logger - INFO -             date  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20>۱<EFBFBD>ϩƷ<CFA9><C6B7><EFBFBD>۲<DBB2><EEA3BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>˿<EFBFBD><CBBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>  ...  <20>ϻ<EFBFBD><CFBB><EFBFBD>ҵƷָ<C6B7><D6B8>  PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>  PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>  PP<50><50><EFBFBD><EFBFBD>-1<><31>  PP<50><50><EFBFBD><EFBFBD>-5<><35>  PP<50><50><EFBFBD><EFBFBD>-9<><39>
949   2024-11-12                   NaN              NaN              NaN              NaN                NaN  ...  3773.96   5350.0      NaN      NaN      NaN      NaN
950   2024-11-11                   NaN              NaN              NaN              NaN                NaN  ...  3806.98   5335.0      NaN      NaN      NaN      NaN
6551  2024-11-10                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
6552  2024-11-09                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
951   2024-11-08                   NaN              NaN              NaN              NaN                NaN  ...  3848.42   5393.0      NaN      NaN      NaN      NaN

[5 rows x 356 columns]
2024-11-12 17:44:12,141 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 17:44:12,141 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 17:44:12,796 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 17:44:12,796 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 17:44:12,800 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-12 17:44:12,800 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-12 17:44:12,802 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-12 17:44:12,802 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-12 17:44:16,002 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                 49<34><39>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 17:44:16,002 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                 49<34><39>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 17:44:16,037 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),49<34><39>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 17:44:16,037 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),49<34><39>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 17:44:16,040 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 17:44:16,040 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 17:44:17,176 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7380.0' WHERE ds = '2024-11-12 00:00:00'
2024-11-12 17:44:17,176 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7380.0' WHERE ds = '2024-11-12 00:00:00'
2024-11-12 17:44:17,181 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 17:44:17,181 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 17:44:17,200 - my_logger - INFO - Training set head:
2024-11-12 17:44:17,200 - my_logger - INFO - Training set head:
2024-11-12 17:44:17,202 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
631 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
630 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
629 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
628 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
627 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 331 columns]
2024-11-12 17:44:17,202 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
631 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
630 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
629 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
628 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
627 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 331 columns]
2024-11-12 17:44:18,309 - my_logger - INFO - 
Testing set head:
2024-11-12 17:44:18,309 - my_logger - INFO - 
Testing set head:
2024-11-12 17:44:18,311 - my_logger - INFO -              ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
502  2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
1443 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
1442 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
501  2022-10-10              527.6122            166.0            116.0            196.0  ...               0.0             0.0            0.0          0.0          1
500  2022-10-11              416.4173            208.0            178.0            228.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 331 columns]
2024-11-12 17:44:18,311 - my_logger - INFO -              ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
502  2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
1443 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
1442 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
501  2022-10-10              527.6122            166.0            116.0            196.0  ...               0.0             0.0            0.0          0.0          1
500  2022-10-11              416.4173            208.0            178.0            228.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 331 columns]
2024-11-12 17:55:01,811 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:55:01,811 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:55:01,816 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 17:55:01,816 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 17:55:14,024 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 17:55:14,024 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 17:55:14,027 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 17:55:14,027 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 17:55:14,267 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:55:14,267 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:55:17,685 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.461079742521818
2024-11-12 17:55:17,685 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.461079742521818
2024-11-12 17:55:17,690 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:55:17,690 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:55:32,582 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.8281693925716
2024-11-12 17:55:32,582 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.8281693925716
2024-11-12 17:55:32,584 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:55:32,584 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:55:35,856 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.685310725542738
2024-11-12 17:55:35,856 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.685310725542738
2024-11-12 17:55:35,859 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:55:35,859 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:55:38,258 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915768326614767
2024-11-12 17:55:38,258 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915768326614767
2024-11-12 17:55:38,261 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:55:38,261 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:55:41,586 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.150150267234027
2024-11-12 17:55:41,586 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.150150267234027
2024-11-12 17:55:41,589 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:55:41,589 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:55:42,947 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3109105185907945
2024-11-12 17:55:42,947 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3109105185907945
2024-11-12 17:55:42,950 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:55:42,950 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 17:55:45,564 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.451009274746452
2024-11-12 17:55:45,564 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.451009274746452
2024-11-12 17:55:45,566 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 17:55:45,566 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 17:55:46,100 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 17:55:46,100 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 17:55:52,612 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 17:55:52,612 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 17:55:52,613 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 17:55:52,613 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 18:21:20,676 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 18:21:20,676 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 18:21:20,680 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-12 18:21:20,680 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-12 18:22:12,975 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 18:22:12,975 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 18:22:13,709 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 18:22:13,709 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 18:22:13,713 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-12 18:22:13,713 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-12 18:22:13,717 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-12 18:22:13,717 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-12 18:22:16,725 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                 14<31><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 18:22:16,725 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                 14<31><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 18:22:16,770 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),14<31><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 18:22:16,770 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),14<31><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
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    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 18:22:16,775 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 18:22:16,775 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 18:22:17,968 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7380.0' WHERE ds = '2024-11-12 00:00:00'
2024-11-12 18:22:17,968 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7380.0' WHERE ds = '2024-11-12 00:00:00'
2024-11-12 18:22:17,971 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 18:22:17,971 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 18:22:17,972 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 18:22:17,972 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 18:22:17,974 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 18:22:17,974 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 18:22:24,169 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', NHITS = '7386.7344', Informer = '7310.425', LSTM = '7447.7866', iTransformer = '7445.1133', TSMixer = '7404.1206', TSMixerx = '7514.627', PatchTST = '7372.934', RNN = '7376.214', GRU = '7409.8135', TCN = '7480.045', BiTCN = '7381.597', DilatedRNN = '7470.5405', MLP = '7430.8306', DLinear = '7375.2573', NLinear = '7384.2637', TFT = '7420.292', StemGNN = '7402.9487', MLPMultivariate = '7398.2197', TiDE = '7363.6714', DeepNPTS = '7380.9243' WHERE ds = '2024-11-13 00:00:00'
2024-11-12 18:22:24,169 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', NHITS = '7386.7344', Informer = '7310.425', LSTM = '7447.7866', iTransformer = '7445.1133', TSMixer = '7404.1206', TSMixerx = '7514.627', PatchTST = '7372.934', RNN = '7376.214', GRU = '7409.8135', TCN = '7480.045', BiTCN = '7381.597', DilatedRNN = '7470.5405', MLP = '7430.8306', DLinear = '7375.2573', NLinear = '7384.2637', TFT = '7420.292', StemGNN = '7402.9487', MLPMultivariate = '7398.2197', TiDE = '7363.6714', DeepNPTS = '7380.9243' WHERE ds = '2024-11-13 00:00:00'
2024-11-12 18:22:27,428 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 18:22:27,428 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 18:22:27,429 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 18:22:27,429 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 18:22:27,606 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:22:27,606 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:22:31,558 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.461079742521818
2024-11-12 18:22:31,558 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.461079742521818
2024-11-12 18:22:31,562 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:22:31,562 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:22:35,758 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.8281693925716
2024-11-12 18:22:35,758 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.8281693925716
2024-11-12 18:22:35,761 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:22:35,761 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:22:39,534 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.685310725542738
2024-11-12 18:22:39,534 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.685310725542738
2024-11-12 18:22:39,537 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:22:39,537 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:22:42,583 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915768326614767
2024-11-12 18:22:42,583 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915768326614767
2024-11-12 18:22:42,586 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:22:42,586 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:22:46,302 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.150150267234027
2024-11-12 18:22:46,302 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.150150267234027
2024-11-12 18:22:46,305 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:22:46,305 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:22:47,242 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3109105185907945
2024-11-12 18:22:47,242 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3109105185907945
2024-11-12 18:22:47,245 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:22:47,245 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:22:50,212 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.451009274746452
2024-11-12 18:22:50,212 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.451009274746452
2024-11-12 18:22:50,215 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 18:22:50,215 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 18:22:50,889 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 18:22:50,889 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 18:22:55,332 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 18:22:55,332 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 18:22:55,333 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 18:22:55,333 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 18:26:25,620 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 18:26:25,620 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-12 18:26:25,624 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-12 18:26:25,624 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-12 18:27:18,105 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 18:27:18,105 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 356)
2024-11-12 18:27:18,787 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 18:27:18,787 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2508, 316)
2024-11-12 18:27:18,791 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-12 18:27:18,791 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-12 18:27:18,795 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-12 18:27:18,795 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-12 18:27:21,785 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                112<31><32>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 18:27:21,785 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                112<31><32>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-12 18:27:21,828 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),112<31><32>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 18:27:21,828 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),112<31><32>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-12 18:27:21,832 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 18:27:21,832 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-12 18:27:23,040 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7380.0' WHERE ds = '2024-11-12 00:00:00'
2024-11-12 18:27:23,040 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7380.0' WHERE ds = '2024-11-12 00:00:00'
2024-11-12 18:27:23,043 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 18:27:23,043 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-12 18:27:23,044 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 18:27:23,044 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 18:27:23,045 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 18:27:23,045 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-12 18:27:29,760 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', NHITS = '7386.7344', Informer = '7310.425', LSTM = '7447.7866', iTransformer = '7445.1133', TSMixer = '7404.1206', TSMixerx = '7514.627', PatchTST = '7372.934', RNN = '7376.214', GRU = '7409.8135', TCN = '7480.045', BiTCN = '7381.597', DilatedRNN = '7470.5405', MLP = '7430.8306', DLinear = '7375.2573', NLinear = '7384.2637', TFT = '7420.292', StemGNN = '7402.9487', MLPMultivariate = '7398.2197', TiDE = '7363.6714', DeepNPTS = '7380.9243' WHERE ds = '2024-11-13 00:00:00'
2024-11-12 18:27:29,760 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', NHITS = '7386.7344', Informer = '7310.425', LSTM = '7447.7866', iTransformer = '7445.1133', TSMixer = '7404.1206', TSMixerx = '7514.627', PatchTST = '7372.934', RNN = '7376.214', GRU = '7409.8135', TCN = '7480.045', BiTCN = '7381.597', DilatedRNN = '7470.5405', MLP = '7430.8306', DLinear = '7375.2573', NLinear = '7384.2637', TFT = '7420.292', StemGNN = '7402.9487', MLPMultivariate = '7398.2197', TiDE = '7363.6714', DeepNPTS = '7380.9243' WHERE ds = '2024-11-13 00:00:00'
2024-11-12 18:27:32,969 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 18:27:32,969 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-12 18:27:32,971 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 18:27:32,971 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-12 18:27:33,152 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:27:33,152 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:27:36,899 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.461079742521818
2024-11-12 18:27:36,899 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.461079742521818
2024-11-12 18:27:36,903 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:27:36,903 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:27:40,665 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.8281693925716
2024-11-12 18:27:40,665 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.8281693925716
2024-11-12 18:27:40,668 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:27:40,668 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:27:44,047 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.685310725542738
2024-11-12 18:27:44,047 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.685310725542738
2024-11-12 18:27:44,051 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:27:44,051 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:27:46,829 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915768326614767
2024-11-12 18:27:46,829 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915768326614767
2024-11-12 18:27:46,832 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:27:46,832 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:27:50,461 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.150150267234027
2024-11-12 18:27:50,461 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.150150267234027
2024-11-12 18:27:50,463 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:27:50,463 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:27:51,315 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3109105185907945
2024-11-12 18:27:51,315 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3109105185907945
2024-11-12 18:27:51,318 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:27:51,318 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-12 18:27:54,240 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.451009274746452
2024-11-12 18:27:54,240 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.451009274746452
2024-11-12 18:27:54,243 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 18:27:54,243 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-12 18:27:54,833 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 18:27:54,833 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-12 18:27:59,045 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 18:27:59,045 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-12 18:27:59,047 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-12 18:27:59,047 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 09:37:24,843 - my_logger - INFO - <20><>eta<74><61>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD>...
2024-11-13 09:37:24,843 - my_logger - INFO - <20><>eta<74><61>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD>...
2024-11-13 09:39:57,753 - my_logger - INFO - <20><>eta<74><61>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD>...
2024-11-13 09:39:57,753 - my_logger - INFO - <20><>eta<74><61>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD>...
2024-11-13 09:40:41,120 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PE<50><45>ͷ<EFBFBD><CDB7>PP<50><50>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 09:40:41,120 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PE<50><45>ͷ<EFBFBD><CDB7>PP<50><50>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 09:40:41,122 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP2409ǰ20<32>൥<EFBFBD><E0B5A5>
2024-11-13 09:40:41,122 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP2409ǰ20<32>൥<EFBFBD><E0B5A5>
2024-11-13 09:40:41,123 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP2409ǰ20<32>յ<EFBFBD><D5B5><EFBFBD>
2024-11-13 09:40:41,123 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> PP2409ǰ20<32>յ<EFBFBD><D5B5><EFBFBD>
2024-11-13 09:41:02,212 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
2024-11-13 09:41:02,212 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
2024-11-13 09:41:02,214 - my_logger - INFO - lmcads03 lme comdty
2024-11-13 09:41:02,214 - my_logger - INFO - lmcads03 lme comdty
2024-11-13 09:41:02,648 - my_logger - INFO - GC1 COMB Comdty
2024-11-13 09:41:02,648 - my_logger - INFO - GC1 COMB Comdty
2024-11-13 09:41:03,336 - my_logger - INFO - C2404171822
2024-11-13 09:41:03,336 - my_logger - INFO - C2404171822
2024-11-13 09:41:04,124 - my_logger - INFO - dxy curncy
2024-11-13 09:41:04,124 - my_logger - INFO - dxy curncy
2024-11-13 09:41:04,777 - my_logger - INFO - S5443199 
2024-11-13 09:41:04,777 - my_logger - INFO - S5443199 
2024-11-13 09:41:05,114 - my_logger - INFO - S5479800
2024-11-13 09:41:05,114 - my_logger - INFO - S5479800
2024-11-13 09:41:05,415 - my_logger - INFO - S5443108
2024-11-13 09:41:05,415 - my_logger - INFO - S5443108
2024-11-13 09:41:05,755 - my_logger - INFO - H7358586
2024-11-13 09:41:05,755 - my_logger - INFO - H7358586
2024-11-13 09:41:05,941 - my_logger - INFO - LC3FM1 INDEX
2024-11-13 09:41:05,941 - my_logger - INFO - LC3FM1 INDEX
2024-11-13 09:41:06,239 - my_logger - INFO - CNY REGN Curncy
2024-11-13 09:41:06,239 - my_logger - INFO - CNY REGN Curncy
2024-11-13 09:41:07,157 - my_logger - INFO - s0105897
2024-11-13 09:41:07,157 - my_logger - INFO - s0105897
2024-11-13 09:41:07,648 - my_logger - INFO - M0067419
2024-11-13 09:41:07,648 - my_logger - INFO - M0067419
2024-11-13 09:41:08,078 - my_logger - INFO - M0066351
2024-11-13 09:41:08,078 - my_logger - INFO - M0066351
2024-11-13 09:41:08,525 - my_logger - INFO - S0266372
2024-11-13 09:41:08,525 - my_logger - INFO - S0266372
2024-11-13 09:41:08,860 - my_logger - INFO - S0266438
2024-11-13 09:41:08,860 - my_logger - INFO - S0266438
2024-11-13 09:41:09,192 - my_logger - INFO - S0266506
2024-11-13 09:41:09,192 - my_logger - INFO - S0266506
2024-11-13 09:41:09,559 - my_logger - INFO -             date  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20>۱<EFBFBD>ϩƷ<CFA9><C6B7><EFBFBD>۲<DBB2><EEA3BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>˿<EFBFBD><CBBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>  ...  <20>ϻ<EFBFBD><CFBB><EFBFBD>ҵƷָ<C6B7><D6B8>  PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>  PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>  PP<50><50><EFBFBD><EFBFBD>-1<><31>  PP<50><50><EFBFBD><EFBFBD>-5<><35>  PP<50><50><EFBFBD><EFBFBD>-9<><39>
6815  2024-11-13                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
949   2024-11-12                   NaN              NaN              NaN              NaN                NaN  ...  3773.96   5350.0      NaN      NaN      NaN      NaN
950   2024-11-11                   NaN              NaN              NaN              NaN                NaN  ...  3806.98   5335.0      NaN      NaN      NaN      NaN
6551  2024-11-10                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
6552  2024-11-09                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN

[5 rows x 356 columns]
2024-11-13 09:41:09,559 - my_logger - INFO -             date  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20>۱<EFBFBD>ϩƷ<CFA9><C6B7><EFBFBD>۲<DBB2><EEA3BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>˿<EFBFBD><CBBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>  ...  <20>ϻ<EFBFBD><CFBB><EFBFBD>ҵƷָ<C6B7><D6B8>  PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>  PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>  PP<50><50><EFBFBD><EFBFBD>-1<><31>  PP<50><50><EFBFBD><EFBFBD>-5<><35>  PP<50><50><EFBFBD><EFBFBD>-9<><39>
6815  2024-11-13                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
949   2024-11-12                   NaN              NaN              NaN              NaN                NaN  ...  3773.96   5350.0      NaN      NaN      NaN      NaN
950   2024-11-11                   NaN              NaN              NaN              NaN                NaN  ...  3806.98   5335.0      NaN      NaN      NaN      NaN
6551  2024-11-10                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN
6552  2024-11-09                   NaN              NaN              NaN              NaN                NaN  ...      NaN      NaN      NaN      NaN      NaN      NaN

[5 rows x 356 columns]
2024-11-13 09:42:06,672 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 356)
2024-11-13 09:42:06,672 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 356)
2024-11-13 09:42:07,089 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 316)
2024-11-13 09:42:07,089 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 316)
2024-11-13 09:42:07,092 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-13 09:42:07,092 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-13 09:42:07,095 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-13 09:42:07,095 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(659, 316)
2024-11-13 09:42:08,635 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                 84<38><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-13 09:42:08,635 - my_logger - INFO -                   <20>ն<EFBFBD>(222)         <20>ܶ<EFBFBD>(92)                 84<38><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
217               PVC<56>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>                                      
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      

[222 rows x 3 columns]
2024-11-13 09:42:08,658 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),84<38><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-13 09:42:08,658 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>313<31><33>,<2C>ն<EFBFBD>(222),<2C>ܶ<EFBFBD>(92),84<38><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-13 09:42:08,660 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-13 09:42:08,660 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-13 09:42:09,437 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7380.0' WHERE ds = '2024-11-12 00:00:00'
2024-11-13 09:42:09,437 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7380.0' WHERE ds = '2024-11-12 00:00:00'
2024-11-13 09:42:09,439 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-13 09:42:09,439 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-13 09:42:09,451 - my_logger - INFO - Training set head:
2024-11-13 09:42:09,451 - my_logger - INFO - Training set head:
2024-11-13 09:42:09,452 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
631 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
630 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
629 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
628 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
627 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 331 columns]
2024-11-13 09:42:09,452 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
631 2022-03-24              -92.4870             51.0            -89.0            -19.0  ...               0.0             0.0            0.0          0.0          1
630 2022-03-25              -64.3131            -12.0           -192.0           -142.0  ...               0.0             0.0            0.0          0.0          1
629 2022-03-28              174.6488            -21.0           -171.0            -91.0  ...               0.0             0.0            0.0          0.0          1
628 2022-03-29               94.9766            -49.0           -219.0            -79.0  ...               0.0             0.0            0.0          0.0          1
627 2022-03-30               -7.7663            -49.0           -159.0            -79.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 331 columns]
2024-11-13 09:42:10,046 - my_logger - INFO - 
Testing set head:
2024-11-13 09:42:10,046 - my_logger - INFO - 
Testing set head:
2024-11-13 09:42:10,047 - my_logger - INFO -              ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
502  2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
1443 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
1442 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
501  2022-10-10              527.6122            166.0            116.0            196.0  ...               0.0             0.0            0.0          0.0          1
500  2022-10-11              416.4173            208.0            178.0            228.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 331 columns]
2024-11-13 09:42:10,047 - my_logger - INFO -              ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
502  2022-09-30              345.7571            178.0             28.0            198.0  ...               0.0             1.0            0.0          0.0          1
1443 2022-10-08              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
1442 2022-10-09              345.7571            178.0             28.0            198.0  ...               0.0             0.0            0.0          0.0          1
501  2022-10-10              527.6122            166.0            116.0            196.0  ...               0.0             0.0            0.0          0.0          1
500  2022-10-11              416.4173            208.0            178.0            228.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 331 columns]
2024-11-13 09:47:57,480 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 09:47:57,480 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 09:47:57,483 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-13 09:47:57,483 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-13 09:48:01,286 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', NHITS = '7386.7344', Informer = '7309.8403', LSTM = '7447.7866', iTransformer = '7447.9053', TSMixer = '7404.1206', TSMixerx = '7514.627', PatchTST = '7372.934', RNN = '7376.214', GRU = '7409.8135', TCN = '7480.045', BiTCN = '7381.593', DilatedRNN = '7470.5405', MLP = '7430.8306', DLinear = '7375.2573', NLinear = '7384.2637', TFT = '7420.292', StemGNN = '7413.1167', MLPMultivariate = '7411.7354', TiDE = '7363.6714', DeepNPTS = '7380.9243' WHERE ds = '2024-11-13 00:00:00'
2024-11-13 09:48:01,286 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', NHITS = '7386.7344', Informer = '7309.8403', LSTM = '7447.7866', iTransformer = '7447.9053', TSMixer = '7404.1206', TSMixerx = '7514.627', PatchTST = '7372.934', RNN = '7376.214', GRU = '7409.8135', TCN = '7480.045', BiTCN = '7381.593', DilatedRNN = '7470.5405', MLP = '7430.8306', DLinear = '7375.2573', NLinear = '7384.2637', TFT = '7420.292', StemGNN = '7413.1167', MLPMultivariate = '7411.7354', TiDE = '7363.6714', DeepNPTS = '7380.9243' WHERE ds = '2024-11-13 00:00:00'
2024-11-13 09:48:03,095 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-13 09:48:03,095 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-13 09:48:03,096 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-13 09:48:03,096 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-13 09:48:03,241 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 09:48:03,241 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 09:48:05,068 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.46239865052728
2024-11-13 09:48:05,068 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>9.46239865052728
2024-11-13 09:48:05,070 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 09:48:05,070 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 09:48:15,603 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.82816637779308
2024-11-13 09:48:15,603 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>93.82816637779308
2024-11-13 09:48:15,604 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 09:48:15,604 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 09:48:17,373 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.685310725542738
2024-11-13 09:48:17,373 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>16.685310725542738
2024-11-13 09:48:17,375 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 09:48:17,375 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 09:48:18,965 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915850605839259
2024-11-13 09:48:18,965 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.915850605839259
2024-11-13 09:48:18,967 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 09:48:18,967 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 09:48:20,785 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.150758991462931
2024-11-13 09:48:20,785 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.150758991462931
2024-11-13 09:48:20,787 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 09:48:20,787 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 09:48:21,619 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3109105185907945
2024-11-13 09:48:21,619 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.3109105185907945
2024-11-13 09:48:21,622 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 09:48:21,622 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 09:48:23,065 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.451009274746452
2024-11-13 09:48:23,065 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.451009274746452
2024-11-13 09:48:23,066 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-13 09:48:23,066 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-13 09:48:23,383 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-13 09:48:23,383 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-13 09:48:26,065 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-13 09:48:26,065 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-13 09:48:26,066 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 09:48:26,066 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 10:04:37,180 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-13 10:04:37,180 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-13 10:04:37,182 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-13 10:04:37,182 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-13 10:05:56,358 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 356)
2024-11-13 10:05:56,358 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 356)
2024-11-13 10:05:57,229 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 316)
2024-11-13 10:05:57,229 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 316)
2024-11-13 10:09:22,206 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-13 10:09:22,206 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-13 10:09:22,208 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-13 10:09:22,208 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-13 10:13:20,722 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-13 10:13:20,722 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-13 10:13:20,724 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-13 10:13:20,724 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-13 10:16:08,411 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 357)
2024-11-13 10:16:08,411 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 357)
2024-11-13 10:16:09,272 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 317)
2024-11-13 10:16:09,272 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 317)
2024-11-13 10:16:09,277 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(767, 317)
2024-11-13 10:16:09,277 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(767, 317)
2024-11-13 10:16:09,280 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(767, 317)
2024-11-13 10:16:09,280 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(767, 317)
2024-11-13 10:16:13,541 - my_logger - INFO -                   <20>ն<EFBFBD>(223)         <20>ܶ<EFBFBD>(92)                168<36><38>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      
222                     y                                      

[223 rows x 3 columns]
2024-11-13 10:16:13,541 - my_logger - INFO -                   <20>ն<EFBFBD>(223)         <20>ܶ<EFBFBD>(92)                168<36><38>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      
222                     y                                      

[223 rows x 3 columns]
2024-11-13 10:16:13,598 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>314<31><34>,<2C>ն<EFBFBD>(223),<2C>ܶ<EFBFBD>(92),168<36><38>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-13 10:16:13,598 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>314<31><34>,<2C>ն<EFBFBD>(223),<2C>ܶ<EFBFBD>(92),168<36><38>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-13 10:16:13,602 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-13 10:16:13,602 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-13 10:16:14,588 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7333.333333333333' WHERE ds = '2024-11-12 00:00:00'
2024-11-13 10:16:14,588 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7333.333333333333' WHERE ds = '2024-11-12 00:00:00'
2024-11-13 10:16:14,594 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-13 10:16:14,594 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-13 10:16:14,620 - my_logger - INFO - Training set head:
2024-11-13 10:16:14,620 - my_logger - INFO - Training set head:
2024-11-13 10:16:14,621 - my_logger - INFO -              ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1121 2021-10-19             -165.5689             57.0            -93.0            -43.0  ...               0.0             0.0            0.0          0.0          1
1120 2021-10-20             -165.5689            198.0             48.0            148.0  ...               0.0             0.0            0.0          0.0          1
1119 2021-10-21             -165.5689            215.0            -75.0             35.0  ...               0.0             0.0            0.0          0.0          1
1118 2021-10-22             -165.5689            177.0            -63.0             27.0  ...               0.0             0.0            0.0          0.0          1
1115 2021-10-25             -165.5689            298.0             -2.0             48.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 332 columns]
2024-11-13 10:16:14,621 - my_logger - INFO -              ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1121 2021-10-19             -165.5689             57.0            -93.0            -43.0  ...               0.0             0.0            0.0          0.0          1
1120 2021-10-20             -165.5689            198.0             48.0            148.0  ...               0.0             0.0            0.0          0.0          1
1119 2021-10-21             -165.5689            215.0            -75.0             35.0  ...               0.0             0.0            0.0          0.0          1
1118 2021-10-22             -165.5689            177.0            -63.0             27.0  ...               0.0             0.0            0.0          0.0          1
1115 2021-10-25             -165.5689            298.0             -2.0             48.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 332 columns]
2024-11-13 10:16:16,221 - my_logger - INFO - 
Testing set head:
2024-11-13 10:16:16,221 - my_logger - INFO - 
Testing set head:
2024-11-13 10:16:16,223 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
897 2022-05-31              638.7137            -22.0           -152.0            -82.0  ...               0.0             0.0            0.0          0.0          1
896 2022-06-01              621.7030             22.0           -178.0            -78.0  ...               0.0             0.0            0.0          0.0          1
895 2022-06-02              552.9803             40.0           -160.0            -60.0  ...               0.0             0.0            0.0          0.0          1
891 2022-06-06              603.3724             74.0            -96.0             24.0  ...               0.0             0.0            0.0          0.0          1
890 2022-06-07              637.3217             65.0           -105.0             -5.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 332 columns]
2024-11-13 10:16:16,223 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
897 2022-05-31              638.7137            -22.0           -152.0            -82.0  ...               0.0             0.0            0.0          0.0          1
896 2022-06-01              621.7030             22.0           -178.0            -78.0  ...               0.0             0.0            0.0          0.0          1
895 2022-06-02              552.9803             40.0           -160.0            -60.0  ...               0.0             0.0            0.0          0.0          1
891 2022-06-06              603.3724             74.0            -96.0             24.0  ...               0.0             0.0            0.0          0.0          1
890 2022-06-07              637.3217             65.0           -105.0             -5.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 332 columns]
2024-11-13 10:22:06,869 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-13 10:22:06,869 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-13 10:22:06,870 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-13 10:22:06,870 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-13 10:22:34,996 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 357)
2024-11-13 10:22:34,996 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 357)
2024-11-13 10:22:35,420 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 317)
2024-11-13 10:22:35,420 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 317)
2024-11-13 10:22:35,423 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(767, 317)
2024-11-13 10:22:35,423 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(767, 317)
2024-11-13 10:22:35,425 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(767, 317)
2024-11-13 10:22:35,425 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(767, 317)
2024-11-13 10:22:37,239 - my_logger - INFO -                   <20>ն<EFBFBD>(223)         <20>ܶ<EFBFBD>(92)                 84<38><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      
222                     y                                      

[223 rows x 3 columns]
2024-11-13 10:22:37,239 - my_logger - INFO -                   <20>ն<EFBFBD>(223)         <20>ܶ<EFBFBD>(92)                 84<38><34>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      
222                     y                                      

[223 rows x 3 columns]
2024-11-13 10:22:37,262 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>314<31><34>,<2C>ն<EFBFBD>(223),<2C>ܶ<EFBFBD>(92),84<38><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-13 10:22:37,262 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>314<31><34>,<2C>ն<EFBFBD>(223),<2C>ܶ<EFBFBD>(92),84<38><34>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-13 10:22:37,265 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-13 10:22:37,265 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-13 10:22:37,896 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7316.666666666667' WHERE ds = '2024-11-12 00:00:00'
2024-11-13 10:22:37,896 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7316.666666666667' WHERE ds = '2024-11-12 00:00:00'
2024-11-13 10:22:37,901 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-13 10:22:37,901 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-13 10:22:37,912 - my_logger - INFO - Training set head:
2024-11-13 10:22:37,912 - my_logger - INFO - Training set head:
2024-11-13 10:22:37,913 - my_logger - INFO -              ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1121 2021-10-19             -165.5689             57.0            -93.0            -43.0  ...               0.0             0.0            0.0          0.0          1
1120 2021-10-20             -165.5689            198.0             48.0            148.0  ...               0.0             0.0            0.0          0.0          1
1119 2021-10-21             -165.5689            215.0            -75.0             35.0  ...               0.0             0.0            0.0          0.0          1
1118 2021-10-22             -165.5689            177.0            -63.0             27.0  ...               0.0             0.0            0.0          0.0          1
1115 2021-10-25             -165.5689            298.0             -2.0             48.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 332 columns]
2024-11-13 10:22:37,913 - my_logger - INFO -              ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1121 2021-10-19             -165.5689             57.0            -93.0            -43.0  ...               0.0             0.0            0.0          0.0          1
1120 2021-10-20             -165.5689            198.0             48.0            148.0  ...               0.0             0.0            0.0          0.0          1
1119 2021-10-21             -165.5689            215.0            -75.0             35.0  ...               0.0             0.0            0.0          0.0          1
1118 2021-10-22             -165.5689            177.0            -63.0             27.0  ...               0.0             0.0            0.0          0.0          1
1115 2021-10-25             -165.5689            298.0             -2.0             48.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 332 columns]
2024-11-13 10:22:38,508 - my_logger - INFO - 
Testing set head:
2024-11-13 10:22:38,508 - my_logger - INFO - 
Testing set head:
2024-11-13 10:22:38,509 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
897 2022-05-31              638.7137            -22.0           -152.0            -82.0  ...               0.0             0.0            0.0          0.0          1
896 2022-06-01              621.7030             22.0           -178.0            -78.0  ...               0.0             0.0            0.0          0.0          1
895 2022-06-02              552.9803             40.0           -160.0            -60.0  ...               0.0             0.0            0.0          0.0          1
891 2022-06-06              603.3724             74.0            -96.0             24.0  ...               0.0             0.0            0.0          0.0          1
890 2022-06-07              637.3217             65.0           -105.0             -5.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 332 columns]
2024-11-13 10:22:38,509 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
897 2022-05-31              638.7137            -22.0           -152.0            -82.0  ...               0.0             0.0            0.0          0.0          1
896 2022-06-01              621.7030             22.0           -178.0            -78.0  ...               0.0             0.0            0.0          0.0          1
895 2022-06-02              552.9803             40.0           -160.0            -60.0  ...               0.0             0.0            0.0          0.0          1
891 2022-06-06              603.3724             74.0            -96.0             24.0  ...               0.0             0.0            0.0          0.0          1
890 2022-06-07              637.3217             65.0           -105.0             -5.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 332 columns]
2024-11-13 10:30:12,715 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 10:30:12,715 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 10:30:12,716 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-13 10:30:12,716 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-13 10:30:16,466 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', NHITS = '7325.033', Informer = '7314.576', LSTM = '7270.242', iTransformer = '7350.085', TSMixer = '7330.8755', TSMixerx = '7381.4727', PatchTST = '7348.6206', RNN = '7315.8696', GRU = '7304.2344', TCN = '7377.363', BiTCN = '7358.735', DilatedRNN = '7332.886', MLP = '7389.868', DLinear = '7344.1216', NLinear = '7305.1855', TFT = '7282.7104', StemGNN = '7360.6147', MLPMultivariate = '7392.56', TiDE = '7332.4766', DeepNPTS = '7381.8154' WHERE ds = '2024-11-13 00:00:00'
2024-11-13 10:30:16,466 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', NHITS = '7325.033', Informer = '7314.576', LSTM = '7270.242', iTransformer = '7350.085', TSMixer = '7330.8755', TSMixerx = '7381.4727', PatchTST = '7348.6206', RNN = '7315.8696', GRU = '7304.2344', TCN = '7377.363', BiTCN = '7358.735', DilatedRNN = '7332.886', MLP = '7389.868', DLinear = '7344.1216', NLinear = '7305.1855', TFT = '7282.7104', StemGNN = '7360.6147', MLPMultivariate = '7392.56', TiDE = '7332.4766', DeepNPTS = '7381.8154' WHERE ds = '2024-11-13 00:00:00'
2024-11-13 10:30:18,216 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-13 10:30:18,216 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-13 10:30:18,217 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-13 10:30:18,217 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-13 10:30:18,343 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:30:18,343 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:30:20,117 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.896651741961374
2024-11-13 10:30:20,117 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.896651741961374
2024-11-13 10:30:20,119 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:30:20,119 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:30:22,300 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>95.94765575810419
2024-11-13 10:30:22,300 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>95.94765575810419
2024-11-13 10:30:22,302 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:30:22,302 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:30:24,124 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>19.48890581057575
2024-11-13 10:30:24,124 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>19.48890581057575
2024-11-13 10:30:24,125 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:30:24,125 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:30:25,909 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.09450184141281
2024-11-13 10:30:25,909 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.09450184141281
2024-11-13 10:30:25,911 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:30:25,911 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:30:28,150 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>11.057522362449376
2024-11-13 10:30:28,150 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>11.057522362449376
2024-11-13 10:30:28,152 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:30:28,152 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:30:28,659 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.6295223883259644
2024-11-13 10:30:28,659 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.6295223883259644
2024-11-13 10:30:28,660 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:30:28,660 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:30:30,016 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.8062809048515005
2024-11-13 10:30:30,016 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.8062809048515005
2024-11-13 10:30:30,017 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-13 10:30:30,017 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-13 10:30:30,340 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-13 10:30:30,340 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-13 10:30:33,181 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-13 10:30:33,181 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-13 10:30:33,182 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 10:30:33,182 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 10:33:55,522 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-13 10:33:55,522 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-13 10:33:55,524 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-13 10:33:55,524 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-13 10:34:26,356 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 357)
2024-11-13 10:34:26,356 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 357)
2024-11-13 10:34:26,781 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 317)
2024-11-13 10:34:26,781 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 317)
2024-11-13 10:36:15,115 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-13 10:36:15,115 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-13 10:36:15,116 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-13 10:36:15,116 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-13 10:36:43,606 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 357)
2024-11-13 10:36:43,606 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 357)
2024-11-13 10:36:44,011 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 317)
2024-11-13 10:36:44,011 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 317)
2024-11-13 10:36:44,014 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(767, 317)
2024-11-13 10:36:44,014 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(767, 317)
2024-11-13 10:36:44,016 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(767, 317)
2024-11-13 10:36:44,016 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(767, 317)
2024-11-13 10:36:45,798 - my_logger - INFO -                   <20>ն<EFBFBD>(223)         <20>ܶ<EFBFBD>(92)                 49<34><39>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      
222                     y                                      

[223 rows x 3 columns]
2024-11-13 10:36:45,798 - my_logger - INFO -                   <20>ն<EFBFBD>(223)         <20>ܶ<EFBFBD>(92)                 49<34><39>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
218               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
219               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
220               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
221               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      
222                     y                                      

[223 rows x 3 columns]
2024-11-13 10:36:45,820 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>314<31><34>,<2C>ն<EFBFBD>(223),<2C>ܶ<EFBFBD>(92),49<34><39>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
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2024-11-13 10:36:45,820 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>314<31><34>,<2C>ն<EFBFBD>(223),<2C>ܶ<EFBFBD>(92),49<34><39>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-13 10:36:45,823 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-13 10:36:45,823 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-13 10:36:46,532 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7316.666666666667' WHERE ds = '2024-11-12 00:00:00'
2024-11-13 10:36:46,532 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7316.666666666667' WHERE ds = '2024-11-12 00:00:00'
2024-11-13 10:36:46,534 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-13 10:36:46,534 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-13 10:36:46,535 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 10:36:46,535 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 10:36:46,536 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-13 10:36:46,536 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-13 10:36:50,333 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', NHITS = '7325.033', Informer = '7314.576', LSTM = '7270.242', iTransformer = '7350.085', TSMixer = '7330.8755', TSMixerx = '7381.4727', PatchTST = '7348.6206', RNN = '7315.8696', GRU = '7304.2344', TCN = '7377.363', BiTCN = '7358.735', DilatedRNN = '7332.886', MLP = '7389.868', DLinear = '7344.1216', NLinear = '7305.1855', TFT = '7282.7104', StemGNN = '7360.6147', MLPMultivariate = '7392.56', TiDE = '7332.4766', DeepNPTS = '7381.8154' WHERE ds = '2024-11-13 00:00:00'
2024-11-13 10:36:50,333 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', NHITS = '7325.033', Informer = '7314.576', LSTM = '7270.242', iTransformer = '7350.085', TSMixer = '7330.8755', TSMixerx = '7381.4727', PatchTST = '7348.6206', RNN = '7315.8696', GRU = '7304.2344', TCN = '7377.363', BiTCN = '7358.735', DilatedRNN = '7332.886', MLP = '7389.868', DLinear = '7344.1216', NLinear = '7305.1855', TFT = '7282.7104', StemGNN = '7360.6147', MLPMultivariate = '7392.56', TiDE = '7332.4766', DeepNPTS = '7381.8154' WHERE ds = '2024-11-13 00:00:00'
2024-11-13 10:36:52,248 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-13 10:36:52,248 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-13 10:36:52,249 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-13 10:36:52,249 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-13 10:36:52,386 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:36:52,386 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:36:54,504 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.896651741961374
2024-11-13 10:36:54,504 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.896651741961374
2024-11-13 10:36:54,506 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:36:54,506 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:36:56,502 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>95.94765575810419
2024-11-13 10:36:56,502 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>95.94765575810419
2024-11-13 10:36:56,504 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:36:56,504 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:36:58,300 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>19.48890581057575
2024-11-13 10:36:58,300 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>19.48890581057575
2024-11-13 10:36:58,302 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:36:58,302 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:37:00,342 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.09450184141281
2024-11-13 10:37:00,342 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.09450184141281
2024-11-13 10:37:00,344 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:37:00,344 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:37:02,220 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>11.057522362449376
2024-11-13 10:37:02,220 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>11.057522362449376
2024-11-13 10:37:02,222 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:37:02,222 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:37:02,719 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.6295223883259644
2024-11-13 10:37:02,719 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.6295223883259644
2024-11-13 10:37:02,720 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:37:02,720 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 10:37:04,070 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.8062809048515005
2024-11-13 10:37:04,070 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.8062809048515005
2024-11-13 10:37:04,072 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-13 10:37:04,072 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-13 10:37:04,419 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-13 10:37:04,419 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-13 10:37:07,306 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-13 10:37:07,306 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-13 10:37:07,307 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 10:37:07,307 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 11:19:23,761 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-13 11:19:23,761 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-13 11:19:23,763 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-13 11:19:23,763 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-13 18:21:50,734 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-13 18:21:50,734 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-13 18:21:50,738 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-13 18:21:50,738 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-13 18:22:46,292 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 353)
2024-11-13 18:22:46,292 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 353)
2024-11-13 18:22:46,956 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 313)
2024-11-13 18:22:46,956 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 313)
2024-11-13 18:22:46,961 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(767, 313)
2024-11-13 18:22:46,961 - my_logger - INFO - ɾ<><C9BE>Ԥ<EFBFBD><D4A4><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(767, 313)
2024-11-13 18:22:46,966 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(767, 313)
2024-11-13 18:22:46,966 - my_logger - INFO - ɾ<><C9BE>ȫΪ<C8AB><CEAA>ֵ<EFBFBD><D6B5><EFBFBD>к<EFBFBD><D0BA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(767, 313)
2024-11-13 18:22:50,116 - my_logger - INFO -                   <20>ն<EFBFBD>(219)         <20>ܶ<EFBFBD>(92)                112<31><32>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
214               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
215               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
216               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
217               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      
218                     y                                      

[219 rows x 3 columns]
2024-11-13 18:22:50,116 - my_logger - INFO -                   <20>ն<EFBFBD>(219)         <20>ܶ<EFBFBD>(92)                112<31><32>(1)
0    PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1      PEע<45>ܿ<EFBFBD><DCBF><EFBFBD><EFBFBD><EFBFBD>/<2F><>  <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>г<EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD>ۣ<EFBFBD>BOPP<50><50><EFBFBD><EFBFBD>Ĥ
1         <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
2         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
3         <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>й<EFBFBD><D0B9><EFBFBD><EFBFBD>ܣ<EFBFBD>                       
4                 ú<>ƾ۱<C6BE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD>     PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>                       
..                    ...            ...                    ...
214               PE<50>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼<EFBFBD>                                      
215               PP<50><50><EFBFBD><EFBFBD>-1<><31>                                      
216               PP<50><50><EFBFBD><EFBFBD>-5<><35>                                      
217               PP<50><50><EFBFBD><EFBFBD>-9<><39>                                      
218                     y                                      

[219 rows x 3 columns]
2024-11-13 18:22:50,151 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>310<31><30>,<2C>ն<EFBFBD>(219),<2C>ܶ<EFBFBD>(92),112<31><32>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-13 18:22:50,151 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>310<31><30>,<2C>ն<EFBFBD>(219),<2C>ܶ<EFBFBD>(92),112<31><32>(1), <20>꿴 <20><>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>б<EFBFBD>
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̣<EFBFBD>
    1. <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    2. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>У<EFBFBD><D0A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>û<EFBFBD><C3BB>ֵ<EFBFBD><D6B5><EFBFBD><EFBFBD>ɾ<EFBFBD><C9BE>
    3. ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2>ٸ<EFBFBD><D9B8><EFBFBD>ֵ<EFBFBD><D6B5>ָ<EFBFBD><D6B8>
    4. <20><><EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>һ<EFBFBD><D2BB><EFBFBD>ܶ<EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD><DDA3><EFBFBD>ô<EFBFBD><C3B4><EFBFBD><EFBFBD>֮ǰ<D6AE><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    -- <20><>ǰ<EFBFBD><C7B0><EFBFBD>䣬<EFBFBD><E4A3AC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɼ<EFBFBD><C9BC><EFBFBD><EFBFBD>ݿ<EFBFBD>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>Ϊ2018<31><38>1<EFBFBD><31>1<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô<EFBFBD>ܶ<EFBFBD><DCB6><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF><EFBFBD><EFBFBD><EFBFBD>2018<31><38>1<EFBFBD><31>3<EFBFBD>գ<EFBFBD><D5A3><EFBFBD>ô3<C3B4>յ<EFBFBD><D5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD>䣬ʹ1<CAB9><31>2<EFBFBD>ն<EFBFBD><D5B6><EFBFBD><EFBFBD><EFBFBD>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-11-13 18:22:50,155 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-13 18:22:50,155 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-11-13 18:22:51,357 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7316.666666666667' WHERE ds = '2024-11-12 00:00:00'
2024-11-13 18:22:51,357 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-12 00:00:00', y = '7316.666666666667' WHERE ds = '2024-11-12 00:00:00'
2024-11-13 18:22:51,360 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-13 18:22:51,360 - my_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-11-13 18:22:51,377 - my_logger - INFO - Training set head:
2024-11-13 18:22:51,377 - my_logger - INFO - Training set head:
2024-11-13 18:22:51,379 - my_logger - INFO -              ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1121 2021-10-19             -165.5689             57.0            -93.0            -43.0  ...               0.0             0.0            0.0          0.0          1
1120 2021-10-20             -165.5689            198.0             48.0            148.0  ...               0.0             0.0            0.0          0.0          1
1119 2021-10-21             -165.5689            215.0            -75.0             35.0  ...               0.0             0.0            0.0          0.0          1
1118 2021-10-22             -165.5689            177.0            -63.0             27.0  ...               0.0             0.0            0.0          0.0          1
1115 2021-10-25             -165.5689            298.0             -2.0             48.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 328 columns]
2024-11-13 18:22:51,379 - my_logger - INFO -              ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1121 2021-10-19             -165.5689             57.0            -93.0            -43.0  ...               0.0             0.0            0.0          0.0          1
1120 2021-10-20             -165.5689            198.0             48.0            148.0  ...               0.0             0.0            0.0          0.0          1
1119 2021-10-21             -165.5689            215.0            -75.0             35.0  ...               0.0             0.0            0.0          0.0          1
1118 2021-10-22             -165.5689            177.0            -63.0             27.0  ...               0.0             0.0            0.0          0.0          1
1115 2021-10-25             -165.5689            298.0             -2.0             48.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 328 columns]
2024-11-13 18:22:52,387 - my_logger - INFO - 
Testing set head:
2024-11-13 18:22:52,387 - my_logger - INFO - 
Testing set head:
2024-11-13 18:22:52,389 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
897 2022-05-31              638.7137            -22.0           -152.0            -82.0  ...               0.0             0.0            0.0          0.0          1
896 2022-06-01              621.7030             22.0           -178.0            -78.0  ...               0.0             0.0            0.0          0.0          1
895 2022-06-02              552.9803             40.0           -160.0            -60.0  ...               0.0             0.0            0.0          0.0          1
891 2022-06-06              603.3724             74.0            -96.0             24.0  ...               0.0             0.0            0.0          0.0          1
890 2022-06-07              637.3217             65.0           -105.0             -5.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 328 columns]
2024-11-13 18:22:52,389 - my_logger - INFO -             ds  PP<50><50><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD><CCBC><EFBFBD><EFBFBD>ϲв<CFB2>/<2F><><EFBFBD><EFBFBD> CP M1  <20><><EFBFBD>Ͼ۱<CFBE>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  <20><><EFBFBD><EFBFBD><EFBFBD>۱<EFBFBD>ϩ<EFBFBD><CFA9><EFBFBD><EFBFBD><EEA3A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼ۣ<CCBC>  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
897 2022-05-31              638.7137            -22.0           -152.0            -82.0  ...               0.0             0.0            0.0          0.0          1
896 2022-06-01              621.7030             22.0           -178.0            -78.0  ...               0.0             0.0            0.0          0.0          1
895 2022-06-02              552.9803             40.0           -160.0            -60.0  ...               0.0             0.0            0.0          0.0          1
891 2022-06-06              603.3724             74.0            -96.0             24.0  ...               0.0             0.0            0.0          0.0          1
890 2022-06-07              637.3217             65.0           -105.0             -5.0  ...               0.0             0.0            0.0          0.0          1

[5 rows x 328 columns]
2024-11-13 18:37:57,621 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 18:37:57,621 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 18:37:57,628 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-13 18:37:57,628 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼing
2024-11-13 18:38:04,189 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', NHITS = '7325.033', Informer = '7313.848', LSTM = '7270.242', iTransformer = '7367.009', TSMixer = '7330.8755', TSMixerx = '7381.4727', PatchTST = '7348.6206', RNN = '7315.8696', GRU = '7304.2344', TCN = '7377.363', BiTCN = '7358.445', DilatedRNN = '7332.886', MLP = '7389.868', DLinear = '7344.1216', NLinear = '7305.1855', TFT = '7282.7104', StemGNN = '7333.7554', MLPMultivariate = '7371.4497', TiDE = '7332.4766', DeepNPTS = '7381.8154' WHERE ds = '2024-11-13 00:00:00'
2024-11-13 18:38:04,189 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>sqlUPDATE trueandpredict SET ds = '2024-11-13 00:00:00', NHITS = '7325.033', Informer = '7313.848', LSTM = '7270.242', iTransformer = '7367.009', TSMixer = '7330.8755', TSMixerx = '7381.4727', PatchTST = '7348.6206', RNN = '7315.8696', GRU = '7304.2344', TCN = '7377.363', BiTCN = '7358.445', DilatedRNN = '7332.886', MLP = '7389.868', DLinear = '7344.1216', NLinear = '7305.1855', TFT = '7282.7104', StemGNN = '7333.7554', MLPMultivariate = '7371.4497', TiDE = '7332.4766', DeepNPTS = '7381.8154' WHERE ds = '2024-11-13 00:00:00'
2024-11-13 18:38:07,050 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-13 18:38:07,050 - my_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD>ݻ<EFBFBD>ͼend
2024-11-13 18:38:07,052 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-13 18:38:07,052 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ing
2024-11-13 18:38:07,299 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 18:38:07,299 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۲<C6BC><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 18:38:10,252 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.896651741961374
2024-11-13 18:38:10,252 - my_logger - INFO - <20>۲<EFBFBD><DBB2><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>10.896651741961374
2024-11-13 18:38:10,255 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 18:38:10,255 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>Ƽ۸<C6BC><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 18:38:16,555 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>92.97169981445359
2024-11-13 18:38:16,555 - my_logger - INFO - <20>۸<EFBFBD><DBB8><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>92.97169981445359
2024-11-13 18:38:16,557 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 18:38:16,557 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƹ<EFBFBD>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 18:38:19,289 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>19.48890581057575
2024-11-13 18:38:19,289 - my_logger - INFO - <20><>Ӧ<EFBFBD><D3A6>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>19.48890581057575
2024-11-13 18:38:19,291 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 18:38:19,291 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 18:38:22,191 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.09450184141281
2024-11-13 18:38:22,191 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>12.09450184141281
2024-11-13 18:38:22,194 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 18:38:22,194 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƿ<EFBFBD><C6BF><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 18:38:25,453 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>11.057522362449376
2024-11-13 18:38:25,453 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>11.057522362449376
2024-11-13 18:38:25,456 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 18:38:25,456 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD>ƽ<EFBFBD><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 18:38:26,282 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.6295223883259644
2024-11-13 18:38:26,282 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>1.6295223883259644
2024-11-13 18:38:26,284 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 18:38:26,284 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֱ<EFBFBD><D6B1>ͼ
2024-11-13 18:38:28,373 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.8062809048515005
2024-11-13 18:38:28,373 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ<EFBFBD>Ϊ<EFBFBD><CEAA>6.8062809048515005
2024-11-13 18:38:28,375 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-13 18:38:28,375 - my_logger - INFO - <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ
2024-11-13 18:38:28,939 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-13 18:38:28,939 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܺ͵<DCBA><CDB5><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD>
2024-11-13 18:38:33,281 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-13 18:38:33,281 - my_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>end
2024-11-13 18:38:33,283 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-13 18:38:33,283 - my_logger - INFO - ģ<><C4A3>ѵ<EFBFBD><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:53:31,018 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-14 10:53:31,018 - my_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-11-14 10:53:31,020 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-14 10:53:31,020 - my_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\PPָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-11-14 10:54:02,620 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 356)
2024-11-14 10:54:02,620 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ǰ<EFBFBD><C7B0><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 356)
2024-11-14 10:54:03,048 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 316)
2024-11-14 10:54:03,048 - my_logger - INFO - ɾ<><C9BE><EFBFBD><EFBFBD><EFBFBD>²<EFBFBD><C2B2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(2509, 316)
2024-11-14 10:55:21,343 - my_logger - INFO - <20><>eta<74><61>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD>...
2024-11-14 10:55:21,858 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-14 10:55:22,087 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-14 10:55:22,267 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD>ɽ<EFBFBD><C9BD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-14 10:55:22,449 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:ī<><C4AB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ذ<EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-14 10:55:22,638 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-14 10:55:22,819 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD>Ͷ<EFBFBD><CDB6><EFBFBD><EFBFBD>ʹ<EFBFBD><CAB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD>ܾ<EFBFBD>ֵ
2024-11-14 10:55:23,059 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><>Ծ<EFBFBD><D4BE>Լ):IPE<50><45><EFBFBD><EFBFBD>
2024-11-14 10:55:23,059 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><>Ծ<EFBFBD><D4BE>Լ):NYMEX<45><58><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-14 10:55:23,060 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><><EFBFBD><EFBFBD>):IPE<50><45><EFBFBD><EFBFBD>
2024-11-14 10:55:23,060 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>ڻ<EFBFBD><DABB>ɽ<EFBFBD><C9BD><EFBFBD>(<28><><EFBFBD><EFBFBD>):NYMEX<45><58><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>
2024-11-14 10:55:23,061 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲܳ<DCB3>
2024-11-14 10:55:23,061 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,062 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,062 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,063 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,063 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,063 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> Brentԭ<74><D4AD><EFBFBD>ڻ<EFBFBD><DABB>ֲܳ<DCB3>
2024-11-14 10:55:23,064 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,064 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,064 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,065 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,065 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,066 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,066 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,066 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,067 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,067 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,068 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,068 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,069 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,069 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-14 10:55:23,070 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,070 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,071 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,071 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,071 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,072 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,072 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,073 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,073 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,074 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ҵ<EFBFBD><D2B5><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,074 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,074 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,076 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,076 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,077 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,077 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,078 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲֶܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,078 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲֿܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,079 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲֶܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,079 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ֲֿܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,080 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,081 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,081 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,082 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-14 10:55:23,082 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲܳ<DCB3>
2024-11-14 10:55:23,755 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,755 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,756 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,756 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,757 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,757 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,758 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,758 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,758 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,759 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,759 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,760 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,760 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,760 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:23,760 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:24,453 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:24,454 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:24,454 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:24,455 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:24,455 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:24,455 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:Ͷ<><CDB6>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:24,456 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-14 10:55:25,126 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,127 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><>ҵ<EFBFBD><D2B5>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,127 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,127 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7><EFBFBD><EFBFBD>ͷ<EFBFBD>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,128 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֶܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-14 10:55:25,128 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֿܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-14 10:55:25,128 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֶܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-14 10:55:25,129 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֿܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-14 10:55:25,129 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-14 10:55:25,130 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-14 10:55:25,130 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-14 10:55:25,131 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-14 10:55:25,131 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>
2024-11-14 10:55:25,131 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:25,132 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:25,132 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:25,133 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:25,133 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:25,683 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:25,684 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:25,684 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:25,685 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:25,685 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:25,686 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,686 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,687 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,687 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,687 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,688 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,688 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,689 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,689 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,690 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,690 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,690 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,691 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,691 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:25,692 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:25,692 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:25,693 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:25,693 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:25,694 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:26,240 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:26,240 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:26,241 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:26,242 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:26,242 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:26,243 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-14 10:55:26,243 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:26,244 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:26,244 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:26,245 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:26,245 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:26,773 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:26,773 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:26,774 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:26,774 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>
2024-11-14 10:55:26,775 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:26,775 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:26,776 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:26,776 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:26,777 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:27,339 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:27,339 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:27,340 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:27,340 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:27,341 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:27,341 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:27,342 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:27,342 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:27,343 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:27,343 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:27,343 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:27,344 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:27,704 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:27,704 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:27,705 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:27,705 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:27,706 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:27,706 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-14 10:55:27,706 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:27,708 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:27,708 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:27,708 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:27,709 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:28,248 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:28,248 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:28,249 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> NYMEX:<3A><><EFBFBD>ʵ<EFBFBD><CAB5><EFBFBD>ԭ<EFBFBD><D4AD>(WTIԭ<49><D4AD>):<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:28,249 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:28,250 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:28,250 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:28,251 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:28,251 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:28,775 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:28,775 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:28,777 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:28,777 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:28,777 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:28,778 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:28,778 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:28,778 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:28,779 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:28,779 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:29,328 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:29,328 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:29,329 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:29,329 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:29,330 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:29,330 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-14 10:55:29,331 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:29,331 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:29,331 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:29,332 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:29,332 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:29,872 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:29,873 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:29,873 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:29,874 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>ֲֶܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-14 10:55:29,874 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>ֲֿܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-14 10:55:29,875 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>ֲֶܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-14 10:55:29,875 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A>ֲֿܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-14 10:55:29,876 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-14 10:55:29,876 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-14 10:55:29,877 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-14 10:55:29,877 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD>:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-14 10:55:29,877 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲܳ<DCB3>
2024-11-14 10:55:29,878 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:29,878 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:29,879 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:29,879 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:29,880 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:30,441 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:30,441 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:30,442 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:30,442 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:30,443 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:30,443 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:30,444 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:30,444 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:30,445 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:30,445 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:30,987 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:30,987 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:30,987 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:30,989 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:30,989 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:30,990 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϼ<EFBFBD>
2024-11-14 10:55:30,990 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:30,990 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:30,991 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:30,991 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:30,992 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:31,547 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:31,547 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:31,548 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:31,548 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֶܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-14 10:55:31,549 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֿܳ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-14 10:55:31,549 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֶܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-14 10:55:31,550 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A>ֲֿܳ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-14 10:55:31,550 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-14 10:55:31,551 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ4<C7B0><34>ռ<EFBFBD><D5BC>
2024-11-14 10:55:31,551 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֶ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-14 10:55:31,551 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ICE:IPE:ԭ<><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ:<3A><><EFBFBD>ֲֿ<D6B2>ͷǰ8<C7B0><38>ռ<EFBFBD><D5BC>
2024-11-14 10:55:31,552 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>
2024-11-14 10:55:31,552 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:31,553 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:31,553 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:31,555 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:31,555 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:32,090 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:32,092 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:32,093 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:32,093 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:32,093 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:32,094 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,094 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,095 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,095 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,096 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,096 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,096 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,097 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,097 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,098 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,098 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,099 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,099 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,099 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,100 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:32,103 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:32,103 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:32,104 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:32,104 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:32,644 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:32,645 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:32,645 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:32,646 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:32,646 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:32,646 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,647 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,647 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,648 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:32,648 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,185 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,186 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,186 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD>(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,187 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>
2024-11-14 10:55:33,187 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:33,188 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:33,188 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:33,189 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:33,189 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:33,728 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:33,728 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:33,729 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:33,729 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:33,730 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>
2024-11-14 10:55:33,730 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>ֲܳ<DCB3>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,730 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,731 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,731 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,732 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,732 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,733 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,733 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,734 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,734 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,734 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,735 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,735 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,736 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>:<3A>ܻ<EFBFBD><DCBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:33,736 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:33,737 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:33,737 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:33,738 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:33,738 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:34,295 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:34,296 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:34,296 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:34,297 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:34,298 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A>DZ<EFBFBD><C7B1><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A>ֲ<EFBFBD><D6B2><EFBFBD><EFBFBD><EFBFBD>ռ<EFBFBD><D5BC>
2024-11-14 10:55:34,298 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:34,298 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/ó<><C3B3><EFBFBD><EFBFBD>/<2F>ӹ<EFBFBD><D3B9><EFBFBD>/<2F>û<EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:34,299 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:34,299 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:34,300 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:34,830 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:34,830 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><>ͷ<EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:34,831 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> IPE:WTIԭ<49><D4AD>:<3A>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD>Ȩ(<28>°<EFBFBD>):<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͷ<EFBFBD><CDB7>:<3A><><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
2024-11-14 10:55:35,539 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD>ִ<EFBFBD><D6B4><EFBFBD><EFBFBD>/7DMA
2024-11-14 10:55:35,975 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>1<EFBFBD>ܻ<EFBFBD><DCBB>ֵ
2024-11-14 10:55:35,976 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1>裨<EFBFBD>ܶȣ<DCB6>1<EFBFBD>ܻ<EFBFBD><DCBB><EFBFBD>
2024-11-14 10:55:36,209 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܶȣ<DCB6>1<EFBFBD>ܻ<EFBFBD><DCBB><EFBFBD>
2024-11-14 10:55:37,401 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD><EFBFBD>ܶȱ<DCB6><C8B1><EFBFBD>/4WMA
2024-11-14 10:55:37,401 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>/4WMA
2024-11-14 10:55:37,402 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD>4<EFBFBD>ܻ<EFBFBD><DCBB><EFBFBD>
2024-11-14 10:55:37,603 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD>˹<EFBFBD><CBB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/<2F><><EFBFBD><EFBFBD>500
2024-11-14 10:55:37,603 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DOE-<2D><><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD>1<EFBFBD>ܻ<EFBFBD><DCBB><EFBFBD>
2024-11-14 10:55:37,604 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> DOE-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD>1<EFBFBD>ܻ<EFBFBD><DCBB><EFBFBD>
2024-11-14 10:55:37,604 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ú<EFBFBD><C3BA><EFBFBD><EFBFBD>һ<EFBFBD>ܻ<EFBFBD><DCBB>ֵ
2024-11-14 10:55:37,605 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>һ<EFBFBD>ܻ<EFBFBD><DCBB>ֵ
2024-11-14 10:55:37,605 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͱ<EFBFBD><CDB1><EFBFBD>һ<EFBFBD>ܻ<EFBFBD><DCBB>ֵ
2024-11-14 10:55:37,606 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ŷ<><C5B7><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ѳ<EFBFBD>
2024-11-14 10:55:37,606 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> ŷ<>޲<EFBFBD><DEB2><EFBFBD><EFBFBD>Ѳ<EFBFBD>
2024-11-14 10:55:37,981 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20>й<EFBFBD><D0B9><EFBFBD>Ӫ<EFBFBD><D3AA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>1<EFBFBD>ܻ<EFBFBD><DCBB><EFBFBD>
2024-11-14 10:55:38,472 - my_logger - INFO - <20><><EFBFBD><EFBFBD>ָ<EFBFBD><D6B8> <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӵ<EFBFBD><D3B5>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>ܻ<EFBFBD><DCBB>ȣ<EFBFBD>/3WMA